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Zhou J, Mogollón JM, van Bodegom PM. Assessing nutrient fate from terrestrial to freshwater systems using a semi-distributed model for the Fuxian Lake Basin, China. Sci Total Environ 2024; 921:171068. [PMID: 38373457 DOI: 10.1016/j.scitotenv.2024.171068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 02/21/2024]
Abstract
The growing and increasingly intensified agricultural sector exerts major pressures on the environment. Specifically, nitrogen (N) and phosphorus (P) runoff can induce eutrophication in freshwater ecosystems. To formulate environmental strategies for controlling eutrophication, decision-makers commonly consider the importance of pollutant contributors before developing sector-specific environmental policies. These types of science-based decisions benefit from nutrient models that quantify nutrient transport and fate. However, due to a lack of fertilizer application data, distributed models are generally not suitable for most rural regions with extensive agriculture, while lumped models cannot properly characterize the spatial variation of nutrient fate in these regions. To assess the nutrient contributions from different emission sources to freshwater, we developed a localized semi-distributed model to simulate total nitrogen (TN) and total phosphorus (TP) in 52 inflow rivers of Fuxian Lake Basin in China. The results show that diffuse sources contributed 82 % TN and 92 % TP loading to the inflow rivers. The highest eutrophication potentials (i.e., loading per area) is from the built environment, which is more than 10 times that of forests, but the contribution of the built environment to total diffuse loading is only the second-highest as it occupies 8.7 % of the surface area. Farmland is the main contributor, generating 49 % of diffuse TN and 57 % TP, respectively. Our results show that promoting a 10 % increase in nutrient use efficiency would reduce 5 % of N and 30 % of P diffuse loadings to the rivers. Through examining the impact of nutrient use efficiency, we emphasize the potential trade-offs between food productivity and environmental effects. This analysis workflow can be applied to other agricultural regions.
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Affiliation(s)
- Jinhui Zhou
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands.
| | - José M Mogollón
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
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2
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Krol L, Remmerswaal L, Groen M, van der Beek JG, Sikkema RS, Dellar M, van Bodegom PM, Geerling GW, Schrama M. Landscape level associations between birds, mosquitoes and microclimates: possible consequences for disease transmission? Parasit Vectors 2024; 17:156. [PMID: 38532512 DOI: 10.1186/s13071-024-06239-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 03/06/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Mosquito-borne diseases are on the rise. While climatic factors have been linked to disease occurrences, they do not explain the non-random spatial distribution in disease outbreaks. Landscape-related factors, such as vegetation structure, likely play a crucial but hitherto unquantified role. METHODS We explored how three critically important factors that are associated with mosquito-borne disease outbreaks: microclimate, mosquito abundance and bird communities, vary at the landscape scale. We compared the co-occurrence of these three factors in two contrasting habitat types (forest versus grassland) across five rural locations in the central part of the Netherlands between June and September 2021. RESULTS Our results show that forest patches provide a more sheltered microclimate, and a higher overall abundance of birds. When accounting for differences in landscape characteristics, we also observed that the number of mosquitoes was higher in isolated forest patches. CONCLUSIONS Our findings indicate that, at the landscape scale, variation in tree cover coincides with suitable microclimate and high Culex pipiens and bird abundance. Overall, these factors can help understand the non-random spatial distribution of mosquito-borne disease outbreaks.
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Affiliation(s)
- Louie Krol
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.
- Deltares, Daltonlaan 600, Utrecht, The Netherlands.
| | - Laure Remmerswaal
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Marvin Groen
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Jordy G van der Beek
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
- Naturalis Biodiversity Center, Leiden, The Netherlands
| | - Reina S Sikkema
- Department of Viroscience, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Martha Dellar
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
- Deltares, Daltonlaan 600, Utrecht, The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Gertjan W Geerling
- Deltares, Daltonlaan 600, Utrecht, The Netherlands
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, The Netherlands
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
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3
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Zhou J, Mogollón JM, van Bodegom PM, Beusen AHW, Scherer L. Global regionalized characterization factors for phosphorus and nitrogen impacts on freshwater fish biodiversity. Sci Total Environ 2024; 912:169108. [PMID: 38065495 DOI: 10.1016/j.scitotenv.2023.169108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/26/2023] [Accepted: 12/02/2023] [Indexed: 12/17/2023]
Abstract
Inefficient global nutrient (i.e., phosphorus (P) and nitrogen (N)) management leads to an increase in nutrient delivery to freshwater and coastal ecosystems and induces eutrophication in these aquatic environments. This process threatens the various species inhabiting these ecosystems. In this study, we developed regionalized characterization factors (CFs) for freshwater eutrophication at 0.5 × 0.5-degree resolution, considering different fates for direct emissions to freshwater, diffuse emissions, and increased erosion due to agricultural land use. The CFs were provided for global and regional species loss of freshwater fish. CFs for global species loss were quantified by integrating global extinction probabilities. Results showed that the CFs for P and N impacts on freshwater fish are higher in densely populated regions that encompass either large lakes or the headwaters of large rivers. Focusing on nutrient-limited areas increases country-level CFs in 51.9 % of the countries for P and 49.5 % of the countries for N compared to not considering nutrient limitation. This study highlights the relevance of considering freshwater eutrophication impacts via both P and N emissions and identifying the limiting nutrient when performing life cycle impact assessments.
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Affiliation(s)
- Jinhui Zhou
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands.
| | - José M Mogollón
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
| | - Arthur H W Beusen
- PBL Netherlands Environmental Assessment Agency, the Hague, the Netherlands; Department of Earth Sciences, Utrecht University, Utrecht, the Netherlands
| | - Laura Scherer
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
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4
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Krol L, Langezaal M, Budidarma L, Wassenaar D, Didaskalou EA, Trimbos K, Dellar M, van Bodegom PM, Geerling GW, Schrama M. Distribution of Culex pipiens life stages across urban green and grey spaces in Leiden, The Netherlands. Parasit Vectors 2024; 17:37. [PMID: 38287368 PMCID: PMC10826093 DOI: 10.1186/s13071-024-06120-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/03/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND There is an urgent need for cities to become more climate resilient; one of the key strategies is to include more green spaces in the urban environment. Currently, there is a worry that increasing green spaces might increase mosquito nuisance. As such, this study explores a comprehensive understanding of how mosquitoes utilise contrasting grey and green habitats at different life stages and which environmental factors could drive these distributions. METHODS We used a setup of six paired locations, park (green) vs. residential (grey) areas in a single model city (Leiden, The Netherlands), where we sampled the abundances of different mosquito life stages (eggs, larvae, adults) and the local microclimatic conditions. In this study, we focused on Culex pipiens s.l., which is the most common and abundant mosquito species in The Netherlands. RESULTS Our results show that while Cx. pipiens ovipositioning rates (number of egg rafts) and larval life stages were far more abundant in residential areas, adults were more abundant in parks. These results coincide with differences in the number of suitable larval habitats (higher in residential areas) and differences in microclimatic conditions (more amenable in parks). CONCLUSIONS These findings suggest that Cx. pipiens dispersal may be considerably more important than previously thought, where adult Cx. pipiens seek out the most suitable habitat for survival and breeding success. Our findings can inform more targeted and efficient strategies to mitigate and reduce mosquito nuisance while urban green spaces are increased, which make cities more climate resilient.
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Affiliation(s)
- Louie Krol
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.
- Deltares, Daltonlaan 600, Utrecht, The Netherlands.
| | - Melissa Langezaal
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Lisa Budidarma
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Daan Wassenaar
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Emilie A Didaskalou
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Krijn Trimbos
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Martha Dellar
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
- Deltares, Daltonlaan 600, Utrecht, The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Gertjan W Geerling
- Deltares, Daltonlaan 600, Utrecht, The Netherlands
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, The Netherlands
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
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5
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Krol L, Blom R, Dellar M, van der Beek JG, Stroo AC, van Bodegom PM, Geerling GW, Koenraadt CJ, Schrama M. Interactive effects of climate, land use and soil type on Culex pipiens/torrentium abundance. One Health 2023; 17:100589. [PMID: 37415720 PMCID: PMC10320611 DOI: 10.1016/j.onehlt.2023.100589] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 04/27/2023] [Accepted: 06/19/2023] [Indexed: 07/08/2023] Open
Abstract
The incidence and risk of mosquito-borne disease outbreaks in Northwestern Europe has increased over the last few decades. Understanding the underlying environmental drivers of mosquito population dynamics helps to adequately assess mosquito-borne disease risk. While previous studies have focussed primarily on the effects of climatic conditions (i.e., temperature and precipitation) and/or local environmental conditions individually, it remains unclear how climatic conditions interact with local environmental factors such as land use and soil type, and how these subsequently affect mosquito abundance. Here, we set out to study the interactive effects of land use, soil type and climatic conditions on the abundance of Culex pipiens/torrentium, highly abundant vectors of West Nile virus and Usutu virus. Mosquitoes were sampled at 14 sites throughout the Netherlands. At each site, weekly mosquito collections were carried out between early July and mid-October 2020 and 2021. To assess the effect of the aforementioned environmental factors, we performed a series of generalized linear mixed models and non-parametric statistical tests. Our results show that mosquito abundance and species richness consistently differ among land use- and soil types, with peri-urban areas with peat/clay soils having the highest Cx. pipiens/torrentium abundance and sandy rural areas having the lowest. Furthermore, we observed differences in precipitation-mediated effects on Cx. pipiens/torrentium abundance between (peri-)urban and other land uses and soil types. In contrast, effects of temperature on Cx. pipiens/torrentium abundance remain similar between different land use and soil types. Our study highlights the importance of both land use and soil type in conjunction with climatic conditions for understanding mosquito abundances. Particularly in relation to rainfall events, land use and soil type has a marked effect on mosquito abundance. These findings underscore the importance of local environmental parameters for studies focusing on predicting or mitigating disease risk.
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Affiliation(s)
- Louie Krol
- Institute of Environmental Sciences, Leiden University, the Netherlands
- Deltares, Daltonlaan 600, Utrecht, the Netherlands
| | - Rody Blom
- Laboratory of Entomology, Wageningen University and Research, Wageningen, the Netherlands
| | - Martha Dellar
- Institute of Environmental Sciences, Leiden University, the Netherlands
- Deltares, Daltonlaan 600, Utrecht, the Netherlands
| | | | - Arjan C.J. Stroo
- Centre for Monitoring of Vectors, Netherlands Food and Consumer Product Safety Authority, Ministry of Agriculture, Nature and Food Quality, Wageningen, the Netherlands
| | | | - Gertjan W. Geerling
- Deltares, Daltonlaan 600, Utrecht, the Netherlands
- Department of Environmental Science, Radboud Institute for Biological and Environmental Sciences, Radboud University, Nijmegen, the Netherlands
| | | | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, the Netherlands
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6
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Gomarasca U, Migliavacca M, Kattge J, Nelson JA, Niinemets Ü, Wirth C, Cescatti A, Bahn M, Nair R, Acosta ATR, Arain MA, Beloiu M, Black TA, Bruun HH, Bucher SF, Buchmann N, Byun C, Carrara A, Conte A, da Silva AC, Duveiller G, Fares S, Ibrom A, Knohl A, Komac B, Limousin JM, Lusk CH, Mahecha MD, Martini D, Minden V, Montagnani L, Mori AS, Onoda Y, Peñuelas J, Perez-Priego O, Poschlod P, Powell TL, Reich PB, Šigut L, van Bodegom PM, Walther S, Wohlfahrt G, Wright IJ, Reichstein M. Leaf-level coordination principles propagate to the ecosystem scale. Nat Commun 2023; 14:3948. [PMID: 37402725 DOI: 10.1038/s41467-023-39572-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 06/15/2023] [Indexed: 07/06/2023] Open
Abstract
Fundamental axes of variation in plant traits result from trade-offs between costs and benefits of resource-use strategies at the leaf scale. However, it is unclear whether similar trade-offs propagate to the ecosystem level. Here, we test whether trait correlation patterns predicted by three well-known leaf- and plant-level coordination theories - the leaf economics spectrum, the global spectrum of plant form and function, and the least-cost hypothesis - are also observed between community mean traits and ecosystem processes. We combined ecosystem functional properties from FLUXNET sites, vegetation properties, and community mean plant traits into three corresponding principal component analyses. We find that the leaf economics spectrum (90 sites), the global spectrum of plant form and function (89 sites), and the least-cost hypothesis (82 sites) all propagate at the ecosystem level. However, we also find evidence of additional scale-emergent properties. Evaluating the coordination of ecosystem functional properties may aid the development of more realistic global dynamic vegetation models with critical empirical data, reducing the uncertainty of climate change projections.
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Affiliation(s)
- Ulisse Gomarasca
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany.
| | | | - Jens Kattge
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
| | - Jacob A Nelson
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
| | - Ülo Niinemets
- Chair of Plant and Crop Science, Estonian University of Life Sciences, Kreutzwaldi 1, 51006, Tartu, Estonia
| | - Christian Wirth
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
- Institute of Biology, Leipzig University, Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena Leipzig, Leipzig, Germany
| | | | - Michael Bahn
- Universität Innsbruck, Institut für Ökologie, Innsbruck, Austria
| | - Richard Nair
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
- Discipline of Botany, School of Natural Sciences Trinity College Dublin, Dublin, Ireland
| | - Alicia T R Acosta
- Dipartimento di Scienze - Università Roma TRE - V.le Marconi 446, 00146, Roma, Italy
| | - M Altaf Arain
- School of Earth, Environment & Society and McMaster Centre for Climate Change, McMaster University, Hamilton, ON, Canada
| | - Mirela Beloiu
- Institute of Terrestrial Ecosystems, ETH Zurich, Zurich, Switzerland
| | - T Andrew Black
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, Canada
| | - Hans Henrik Bruun
- Department of Biology, University of Copenhagen, Universitetsparken 15, 2100, Copenhagen Ø, Denmark
| | - Solveig Franziska Bucher
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena Leipzig, Leipzig, Germany
- Institute of Ecology and Evolution - Friedrich Schiller University Jena, Philosophenweg 16, 07743, Jena, Germany
| | - Nina Buchmann
- Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - Chaeho Byun
- Department of Biological Sciences, Andong National University, Andong, 36729, Republic of Korea
| | - Arnaud Carrara
- Fundación Centro de Estudios Ambientales del Mediterráneo (CEAM), Paterna, Spain
| | - Adriano Conte
- National Research Council of Italy (CNR), Institute for Sustainable Plant Protection (IPSP), Metaponto, 75012, Italy
| | - Ana C da Silva
- Santa Catarina State University, Agroveterinary Center, Forestry Department, Av Luiz de Camões, 2090, Conta Dinheiro, 88.520-000, Lages, SC, Brazil
| | - Gregory Duveiller
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
| | - Silvano Fares
- National Research Council of Italy (CNR), Institute for Agriculture and Forestry Systems in the Mediterranean (ISAFOM), Naples, 80055, Italy
| | - Andreas Ibrom
- Technical University of Denmark (DTU), Environmental Engineering and Resource Management, Bygningstorvet 115, 2800 Kgs., Lyngby, Denmark
| | - Alexander Knohl
- Bioclimatology, University of Göttingen, Büsgenweg 2, 37077, Göttingen, Germany
| | - Benjamin Komac
- Andorra Research + Innovation; Avinguda Rocafort 21-23, Edifici Molí, 3r pis, AD600, Sant Julià de Lòria, Andorra
| | | | - Christopher H Lusk
- Environmenal Research Institute, University of Waikato, Private Bag, 3105, Hamilton, New Zealand
| | - Miguel D Mahecha
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena Leipzig, Leipzig, Germany
- Remote Sensing Centre for Earth System Research, Leipzig University, 04103, Leipzig, Germany
| | - David Martini
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
| | - Vanessa Minden
- Department of Biology, Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussel, Belgium
| | - Leonardo Montagnani
- Faculty of Science and Technology, Free University of Bolzano, Piazza Università 5, 39100, Bolzano, Italy
| | - Akira S Mori
- Research Center for Advanced Science and Technology, the University of Tokyo, 4-6-1 Komaba, Meguro, Tokyo, 153-8904, Japan
| | - Yusuke Onoda
- Graduate School of Agriculture, Kyoto University, Oiwake, Kitashirakawa, Kyoto, 606-8502, Japan
| | - Josep Peñuelas
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, Bellaterra, Barcelona, 08193, Catalonia, Spain
- CREAF, Cerdanyola del Vallès, Barcelona, 08193, Catalonia, Spain
| | - Oscar Perez-Priego
- Department of Forestry Engineering, University of Córdoba, Edif. Leonardo da Vinci, Campus de Rabanales s/n, 14071, Córdoba, Spain
| | - Peter Poschlod
- Ecology and Conservation Biology, Institute of Plant Sciences - Faculty of Biology and Preclinical Medicine - University of Regensburg, Universitaetsstrasse 31, D-93053, Regensburg, Germany
| | - Thomas L Powell
- The Department of Earth and Environmental Systems, The University of the South, Sewanee, TN, USA
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, St. Paul, MN, 55108, USA
- Institute for Global Change Biology, and School for Environment and Sustainability, University of Michigan, Ann Arbor, MI, 48109, USA
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, 2753, Australia
| | - Ladislav Šigut
- Department of Matter and Energy Fluxes, Global Change Research Institute of the Czech Academy of Sciences, Bělidla 986/4a, 603 00, Brno, Czech Republic
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC, Leiden, the Netherlands
| | - Sophia Walther
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
| | - Georg Wohlfahrt
- Universität Innsbruck, Institut für Ökologie, Innsbruck, Austria
| | - Ian J Wright
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, 2753, Australia
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW, 2109, Australia
| | - Markus Reichstein
- Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena Leipzig, Leipzig, Germany
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7
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Scherer L, Boom HA, Barbarossa V, van Bodegom PM. Climate change threats to the global functional diversity of freshwater fish. Glob Chang Biol 2023; 29:3781-3793. [PMID: 37070402 DOI: 10.1111/gcb.16723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 03/22/2023] [Accepted: 04/05/2023] [Indexed: 06/06/2023]
Abstract
Climate change impacts on freshwater ecosystems and freshwater biodiversity show strong spatial variability, highlighting the importance of a global perspective. While previous studies on biodiversity mostly focused on species richness, functional diversity, which is a better predictor of ecosystem functioning, has received much less attention. This study aims to comprehensively assess climate change threats to the functional diversity of freshwater fish across the world, considering three complementary metrics-functional richness, evenness and divergence. We built on existing spatially explicit projections of geographical ranges for 11,425 riverine fish species as affected by changes in streamflow and water temperature extremes at four warming levels (1.5°C, 2.0°C, 3.2°C and 4.5°C). To estimate functional diversity, we considered the following four continuous, morphological and physiological traits: relative head length, relative body depth, trophic level and relative growth rate. Together, these traits cover five ecological functions. We treated missing trait values in two different ways: we either removed species with missing trait values or imputed them. Depending on the warming level, 6%-25% of the locations globally face a complete loss of functional diversity when assuming no dispersal (6%-17% when assuming maximal dispersal), with hotspots in the Amazon and Paraná River basins. The three facets of functional diversity do not always follow the same pattern. Sometimes, functional richness is not yet affected despite species loss, while functional evenness and divergence are already reducing. Other times, functional richness reduces, while functional evenness and/or divergence increase instead. The contrasting patterns of the three facets of functional diversity show their complementarity among each other and their added value compared to species richness. With increasing climate change, impacts on freshwater communities accelerate, making early mitigation critically important.
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Affiliation(s)
- Laura Scherer
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
| | - Hidde A Boom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
| | - Valerio Barbarossa
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
- Department of Nature and Rural Areas, PBL Netherlands Environmental Assessment Agency, The Hague, The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
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8
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Zhou J, Mogollón JM, van Bodegom PM, Barbarossa V, Beusen AHW, Scherer L. Effects of Nitrogen Emissions on Fish Species Richness across the World's Freshwater Ecoregions. Environ Sci Technol 2023. [PMID: 37216582 DOI: 10.1021/acs.est.2c09333] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The increasing application of synthetic fertilizer has tripled nitrogen (N) inputs over the 20th century. N enrichment decreases water quality and threatens aquatic species such as fish through eutrophication and toxicity. However, the impacts of N on freshwater ecosystems are typically neglected in life cycle assessment (LCA). Due to the variety of environmental conditions and species compositions, the response of species to N emissions differs among ecoregions, requiring a regionalized effect assessment. Our study tackled this issue by establishing regionalized species sensitivity distributions (SSDs) of freshwater fish against N concentrations for 367 ecoregions and 48 combinations of realms and major habitat types globally. Subsequently, effect factors (EFs) were derived for LCA to assess the effects of N on fish species richness at a 0.5 degree × 0.5 degree resolution. Results show good SSD fits for all of the ecoregions that contain sufficient data and similar patterns for average and marginal EFs. The SSDs highlight strong effects on species richness due to high N concentrations in the tropical zone and the vulnerability of cold regions. Our study revealed the regional differences in sensitivities of freshwater ecosystems against N content in great spatial detail and can be used to assess more precisely and comprehensively nutrient-induced impacts in LCA.
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Affiliation(s)
- Jinhui Zhou
- Institute of Environmental Sciences (CML), Leiden University, 2311 EZ Leiden, The Netherlands
| | - José M Mogollón
- Institute of Environmental Sciences (CML), Leiden University, 2311 EZ Leiden, The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, 2311 EZ Leiden, The Netherlands
| | - Valerio Barbarossa
- Institute of Environmental Sciences (CML), Leiden University, 2311 EZ Leiden, The Netherlands
- PBL Netherlands Environmental Assessment Agency, 2594 AV The Hague, The Netherlands
| | - Arthur H W Beusen
- PBL Netherlands Environmental Assessment Agency, 2594 AV The Hague, The Netherlands
- Department of Earth Sciences, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Laura Scherer
- Institute of Environmental Sciences (CML), Leiden University, 2311 EZ Leiden, The Netherlands
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9
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Groen K, Jacob J, Hein S, Didaskalou EA, van Bodegom PM, Hahne J, Trimbos KB. DNA-based seed intake quantification for enhanced ecological risk assessment of small mammals. Ecotoxicol Environ Saf 2023; 259:115036. [PMID: 37216865 DOI: 10.1016/j.ecoenv.2023.115036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 04/25/2023] [Accepted: 05/17/2023] [Indexed: 05/24/2023]
Abstract
To prevent the non-acceptable effects of agrochemicals on arable fields, Environmental Risk Assessment (ERA) aims to assess and protect against a wide range of risks due to stressors to non-target species. While exposure to stress is a key factor in ERA models, exposure values are difficult to obtain and rely on laboratory studies with often debatable relevance to field situations. To improve intake estimates, data from realistic field-based scenarios are needed. We developed calibration curves relating known seed numbers of up to 20 onion and carrot seeds consumed by wild-caught wood mice (Apodemus sylvaticus) to the seed DNA content in the feces. Based on these inferred quantitative relationships, a field trial was run to determine seed intake in a natural setting using realistic levels of seed spillage. Onion DNA was detected in the fecal samples of the wood mice caught in the field, which resembled a seed intake of up to 1 onion seed. No intake of carrot seeds was detected. This is the first-ever study to quantify seed intake in a realistic field scenario using a DNA-based analysis, showing that accurate seed intake estimates can be obtained. Our approach can help to improve risk assessment models through its minimally-invasive and accurate assessment of seed intake by ERA representative and non-target species, which would otherwise be undetectable with traditional methods. Our novel approach and its results are highly relevant to studies of food intake and diet composition for basic and applied research alike.
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Affiliation(s)
- Kevin Groen
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Van Steenis, Building, Einsteinweg 2, 2333 CC Leiden, the Netherlands.
| | - Jens Jacob
- Rodent Research, Institute for Epidemiology and Pathogen Diagnostics, Julius Kühn-Institute (JKI) Federal Research Institute for Cultivated Plants, Toppheideweg 88, 48161 Münster, Germany
| | - Susanne Hein
- Vertebrate Research, Institute for Plant Protection in Horticulture and Forests, Julius Kühn-Institute (JKI) Federal Research Institute for Cultivated Plants, Toppheideweg 88, 48161 Münster, Germany
| | - Emilie A Didaskalou
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Van Steenis, Building, Einsteinweg 2, 2333 CC Leiden, the Netherlands
| | - Peter M van Bodegom
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Van Steenis, Building, Einsteinweg 2, 2333 CC Leiden, the Netherlands
| | - Joerg Hahne
- Bayer AG, Crop Science Division, Terrestrial Vertebrates, Monheim am Rhein, Germany
| | - Krijn B Trimbos
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Van Steenis, Building, Einsteinweg 2, 2333 CC Leiden, the Netherlands
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10
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Xu WB, Guo WY, Serra-Diaz JM, Schrodt F, Eiserhardt WL, Enquist BJ, Maitner BS, Merow C, Violle C, Anand M, Belluau M, Bruun HH, Byun C, Catford JA, Cerabolini BE, Chacón-Madrigal E, Ciccarelli D, Cornelissen JHC, Dang-Le AT, de Frutos A, Dias AS, Giroldo AB, Gutiérrez AG, Hattingh W, He T, Hietz P, Hough-Snee N, Jansen S, Kattge J, Komac B, Kraft NJ, Kramer K, Lavorel S, Lusk CH, Martin AR, Ma KP, Mencuccini M, Michaletz ST, Minden V, Mori AS, Niinemets Ü, Onoda Y, Onstein RE, Peñuelas J, Pillar VD, Pisek J, Pound MJ, Robroek BJ, Schamp B, Slot M, Sun M, Sosinski ÊE, Soudzilovskaia NA, Thiffault N, van Bodegom PM, van der Plas F, Zheng J, Svenning JC, Ordonez A. Global beta-diversity of angiosperm trees is shaped by Quaternary climate change. Sci Adv 2023; 9:eadd8553. [PMID: 37018407 PMCID: PMC10075971 DOI: 10.1126/sciadv.add8553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 03/08/2023] [Indexed: 06/19/2023]
Abstract
As Earth's climate has varied strongly through geological time, studying the impacts of past climate change on biodiversity helps to understand the risks from future climate change. However, it remains unclear how paleoclimate shapes spatial variation in biodiversity. Here, we assessed the influence of Quaternary climate change on spatial dissimilarity in taxonomic, phylogenetic, and functional composition among neighboring 200-kilometer cells (beta-diversity) for angiosperm trees worldwide. We found that larger glacial-interglacial temperature change was strongly associated with lower spatial turnover (species replacements) and higher nestedness (richness changes) components of beta-diversity across all three biodiversity facets. Moreover, phylogenetic and functional turnover was lower and nestedness higher than random expectations based on taxonomic beta-diversity in regions that experienced large temperature change, reflecting phylogenetically and functionally selective processes in species replacement, extinction, and colonization during glacial-interglacial oscillations. Our results suggest that future human-driven climate change could cause local homogenization and reduction in taxonomic, phylogenetic, and functional diversity of angiosperm trees worldwide.
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Affiliation(s)
- Wu-Bing Xu
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
| | - Wen-Yong Guo
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station and Research Center for Global Change and Complex Ecosystems, School of Ecological and Environmental Sciences, East China Normal University, 200241 Shanghai, P.R. China
| | | | - Franziska Schrodt
- School of Geography, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Wolf L. Eiserhardt
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Royal Botanic Gardens, Kew, Surrey TW9 3AE, UK
| | - Brian J. Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
- The Santa Fe Institute, 1399 Hyde Park Rd., Santa Fe, NM 87501, USA
| | - Brian S. Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Cory Merow
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT 06269, USA
| | - Cyrille Violle
- CEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | - Madhur Anand
- School of Environmental Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Michaël Belluau
- Centre for Forest Research, Département des sciences biologiques, Université du Québec à Montréal, P.O. Box 8888, Centre-ville station, Montréal, QC H3C 3P8, Canada
| | - Hans Henrik Bruun
- Department of Biology, University of Copenhagen, 2100 Copenhagen Ø, Denmark
| | - Chaeho Byun
- Department of Biological Sciences and Biotechnology, Andong National University, Andong, 36729, Korea
| | - Jane A. Catford
- Department of Geography, King’s College London, London WC2B 4BG, UK
| | - Bruno E. L. Cerabolini
- Department of Biotechnologies and Life Sciences, University of Insubria, Via Dunant 3, 21100 Varese, Italy
| | - Eduardo Chacón-Madrigal
- Herbario Luis Fournier Origgi, Centro de Investigación en Biodiversidad y Ecología Tropical (CIBET), Universidad de Costa Rica, San Pedro de Montes de Oca, 11501-2060 San José, Costa Rica
| | - Daniela Ciccarelli
- Department of Biology, University of Pisa, Via Luca Ghini 13, 56126 Pisa, Italy
| | - J. Hans C. Cornelissen
- Systems Ecology, A-LIFE, Faculty of Science, Vrije Universiteit, 1081 HV Amsterdam, Netherlands
| | - Anh Tuan Dang-Le
- Faculty of Biology - Biotechnology, University of Science - VNUHCM, 227 Nguyen Van Cu, District 5, 700000 Ho Chi Minh City, Vietnam
| | - Angel de Frutos
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
| | - Arildo S. Dias
- Goethe University, Institute for Physical Geography, Altenhöferallee 1, 60438 Frankfurt am Main, Germany
| | - Aelton B. Giroldo
- Departamento de Ensino, Instituto Federal de Educação, Ciências e Tecnologia do Ceará - IFCE campus Crateús, Avenida Geraldo Barbosa Marques, 567, 63708-260 Crateús, Brazil
| | - Alvaro G. Gutiérrez
- Departamento de Ciencias Ambientales y Recursos Naturales Renovables, Facultad de Ciencias Agronómicas, Universidad de Chile, Santa Rosa 11315, La Pintana, Santiago, Chile
- Institute of Ecology and Biodiversity (IEB), Santiago, Chile
| | - Wesley Hattingh
- Global Systems and Analytics, Nova Pioneer, Paulshof, Gauteng, South Africa
| | - Tianhua He
- School of Molecular and Life Sciences, Curtin University, P.O. Box U1987, Perth, WA 6845, Australia
- College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA, Australia
| | - Peter Hietz
- Institute of Botany, University of Natural Resources and Life Sciences Vienna, 1180 Vienna, Austria
| | | | - Steven Jansen
- Institute of Systematic Botany and Ecology, Ulm University, 89081 Ulm, Germany
| | - Jens Kattge
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
- Max Planck Institute for Biogeochemistry, Hans Knöll Str. 10, 07745 Jena, Germany
| | - Benjamin Komac
- Andorra Recerca + Innovació, AD600 Sant Julià de Lòria (Principat d'), Andorra
| | - Nathan J. B. Kraft
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Koen Kramer
- Wageningen University, Forest Ecology and Management Group, Droevendaalsesteeg 4, 6700AA Wageningen, Netherlands
- Land Life Company, Mauritskade 63, 1092AD, Amsterdam, Netherlands
| | - Sandra Lavorel
- Laboratoire d’Ecologie Alpine, LECA, UMR UGA-USMB-CNRS 5553, Université Grenoble Alpes, CS 40700, 38058 Grenoble Cedex 9, France
| | - Christopher H. Lusk
- Environmental Research Institute, University of Waikato, Hamilton, New Zealand
| | - Adam R. Martin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, M1C 1A4 Toronto, ON, Canada
| | - Ke-Ping Ma
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
| | - Maurizio Mencuccini
- ICREA, Barcelona, 08010, Spain
- CREAF, Cerdanyola del Vallès, Barcelona 08193, Catalonia, Spain
| | - Sean T. Michaletz
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Vanessa Minden
- Department of Biology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
- Institute for Biology and Environmental Sciences, University of Oldenburg, 26129 Oldenburg, Germany
| | - Akira S. Mori
- Research Center for Advanced Science and Technology, the University of Tokyo, 4-6-1 Komaba, Meguro, Tokyo 153-8904, Japan
| | - Ülo Niinemets
- Estonian University of Life Sciences, Kreutzwaldi 1, 51006 Tartu, Estonia
| | - Yusuke Onoda
- Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Oiwake, Kitashirakawa, Kyoto, 606-8502 Japan
| | - Renske E. Onstein
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
- Naturalis Biodiversity Center, Darwinweg 2, 2333CR Leiden, Netherlands
| | - Josep Peñuelas
- CREAF, Cerdanyola del Vallès, Barcelona 08193, Catalonia, Spain
- CSIC, Global Ecology Unit CREAF- CSIC-UAB, Bellaterra, Barcelona 08193, Catalonia, Spain
| | - Valério D. Pillar
- Department of Ecology, Universidade Federal do Rio Grande do Sul, Porto Alegre, 91501-970, Brazil
| | - Jan Pisek
- Tartu Observatory, University of Tartu, Observatooriumi 1, Tõravere, 61602 Tartumaa, Estonia
| | - Matthew J. Pound
- Department of Geography and Environmental Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
| | - Bjorn J. M. Robroek
- Aquatic Ecology and Environmental Biology, Faculty of Science, Radboud Institute for Biological and Environmental Sciences, Radboud University Nijmegen, 6525 AJ Nijmegen, Netherlands
| | - Brandon Schamp
- Department of Biology, Algoma University, Sault Ste. Marie, Ontario, P6A 2G4, Canada
| | - Martijn Slot
- Smithsonian Tropical Research Institute, Apartado 0843-03092, Balboa, Ancón, Republic of Panama
| | - Miao Sun
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan 430070, China
| | | | | | - Nelson Thiffault
- Natural Resources Canada, Canadian Wood Fibre Centre, 1055 du P.E.P.S., P.O. Box 10380, Stn. Sainte-Foy, Quebec, QC G1V 4C7, Canada
| | - Peter M. van Bodegom
- Institute of Environmental Sciences, Leiden University, 2333 CC Leiden, Netherlands
| | - Fons van der Plas
- Plant Ecology and Nature Conservation Group, Wageningen University, Netherlands
| | - Jingming Zheng
- Beijing Key Laboratory for Forest Resources and Ecosystem Processes, Beijing Forestry University, Beijing, 100083, China
| | - Jens-Christian Svenning
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Alejandro Ordonez
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, DK-8000 Aarhus C, Denmark
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11
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Alejandre EM, Scherer L, Guinée JB, Aizen MA, Albrecht M, Balzan MV, Bartomeus I, Bevk D, Burkle LA, Clough Y, Cole LJ, Delphia CM, Dicks LV, Garratt MP, Kleijn D, Kovács-Hostyánszki A, Mandelik Y, Paxton RJ, Petanidou T, Potts S, Sárospataki M, Schulp CJ, Stavrinides M, Stein K, Stout JC, Szentgyörgyi H, Varnava AI, Woodcock BA, van Bodegom PM. Characterization Factors to Assess Land Use Impacts on Pollinator Abundance in Life Cycle Assessment. Environ Sci Technol 2023; 57:3445-3454. [PMID: 36780611 PMCID: PMC9979645 DOI: 10.1021/acs.est.2c05311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 01/31/2023] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
While wild pollinators play a key role in global food production, their assessment is currently missing from the most commonly used environmental impact assessment method, Life Cycle Assessment (LCA). This is mainly due to constraints in data availability and compatibility with LCA inventories. To target this gap, relative pollinator abundance estimates were obtained with the use of a Delphi assessment, during which 25 experts, covering 16 nationalities and 45 countries of expertise, provided scores for low, typical, and high expected abundance associated with 24 land use categories. Based on these estimates, this study presents a set of globally generic characterization factors (CFs) that allows translating land use into relative impacts to wild pollinator abundance. The associated uncertainty of the CFs is presented along with an illustrative case to demonstrate the applicability in LCA studies. The CFs based on estimates that reached consensus during the Delphi assessment are recommended as readily applicable and allow key differences among land use types to be distinguished. The resulting CFs are proposed as the first step for incorporating pollinator impacts in LCA studies, exemplifying the use of expert elicitation methods as a useful tool to fill data gaps that constrain the characterization of key environmental impacts.
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Affiliation(s)
- Elizabeth M. Alejandre
- Institute
of Environmental Sciences (CML), Leiden
University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
- Delft
University of Technology, Mekelweg 5, 2628 CD Delft, The Netherlands
| | - Laura Scherer
- Institute
of Environmental Sciences (CML), Leiden
University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
| | - Jeroen B. Guinée
- Institute
of Environmental Sciences (CML), Leiden
University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
| | - Marcelo A. Aizen
- Grupo
de Ecología de la Polinización, INIBIOMA, Universidad
Nacional del Comahue-CONICET, Quintral 1250, 8400 Bariloche, Río Negro, Argentina
| | - Matthias Albrecht
- Agroecology
and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
| | - Mario V. Balzan
- Institute
of Applied Sciences, Malta College of Arts,
Science and Technology (MCAST), PLA9032 Paola, Malta
| | - Ignasi Bartomeus
- Estación
Biológica de Doñana (EBD-CSIC), Avda. Américo Vespucio 26, Isla de la Cartuja, E-41092 Sevilla, Spain
| | - Danilo Bevk
- National
Institute of Biology, 1000 Ljubljana, Slovenia
| | - Laura A. Burkle
- Department
of Ecology, Montana State University, Bozeman, Montana 59717, United States
| | - Yann Clough
- Centre
for Environmental and Climate Science, Lund
University, Sölvegatan
37, 22362 Lund Sweden
| | - Lorna J. Cole
- Integrated Land Management, SRUC, JF Niven Building, Auchincruive
Estate, KA6 5HW AYR, U.K.
| | - Casey M. Delphia
- Montana Entomology Collection, Montana
State University, Room 50 Marsh
Laboratory, Bozeman, Montana 59717, United States
| | - Lynn V. Dicks
- Department of Zoology, University of Cambridge, Downing Street, CB2 3EJ Cambridge U.K.
- School of Biological Sciences, University
of East Anglia, Norwich
Research Park, NR4 7TJ Norwich U.K.
| | | | - David Kleijn
- Plant Ecology
and Nature Conservation Group, Wageningen
University & Research, Droevendaalsesteeg 3a, 6708 PB Wageningen, The Netherlands
| | - Anikó Kovács-Hostyánszki
- Centre
for Ecological Research, Institute of Ecology and Botany, Lendület Ecosystem Services Research Group, Alkotmány str. 2-4, H-2163 Vácrátót, Hungary
| | - Yael Mandelik
- Department of Entomology, Faculty of Agriculture
Food and Environment, The Hebrew University
of Jerusalem, P.O.Box 12, 7610001 Rehovot, Israel
| | - Robert J. Paxton
- Institute for Biology, Martin
Luther University
Halle-Wittenberg, Halle-Jena-Leipzig, Hoher Weg 8, 06120 Halle (Saale), Germany
- German
Centre for Integrative Biodiversity Research (iDiv), Puschstrasse 4, 04103 Leipzig, Germany
| | - Theodora Petanidou
- Laboratory
of Biogeography and Ecology, Department of Geography, University of the Aegean, 81100 Mytilene, Greece
| | - Simon Potts
- University
of Reading, RG6 6AR Reading, U.K.
| | - Miklós Sárospataki
- Department of Zoology and Ecology, Institute
for Wildlife
Management and Nature Conservation, Hungarian
University of Agriculture and Life Sciences, Páter K. u. 1., H2100 Gödöllő, Hungary
| | - Catharina J.E. Schulp
- Department of Environmental Geography,
Institute for
Environmental Studies, Vrije Universiteit
Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands
| | - Menelaos Stavrinides
- Department of Agricultural Sciences, Cyprus
University of Technology, Arch. Kyprianos 30, 3036 Lemesos, Cyprus
| | - Katharina Stein
- Institute of Biological Sciences, Department of Botany
and Botanical Garden, University of Rostock, Wismarsche Strasse 45, 18051 Rostock, Germany
| | - Jane C. Stout
- Trinity College Dublin, College Green, D02
PN40 Dublin 2, Ireland
| | - Hajnalka Szentgyörgyi
- Department
of Plant Ecology, Institute of Botany, Jagiellonian
University, ul. Gronostajowa
3, 30-387 Kraków, Poland
| | - Androulla I. Varnava
- Department of Agricultural Sciences, Cyprus
University of Technology, Arch. Kyprianos 30, 3036 Lemesos, Cyprus
| | - Ben A. Woodcock
- UK Centre for Ecology & Hydrology, Crowmarsh Gifford, Wallingford, Oxfordshire OX10 8BB, U.K.
| | - Peter M. van Bodegom
- Institute
of Environmental Sciences (CML), Leiden
University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
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12
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Zhao B, van Bodegom PM, Trimbos KB. Antibiotic Resistance Genes in Interconnected Surface Waters as Affected by Agricultural Activities. Biomolecules 2023; 13:biom13020231. [PMID: 36830600 PMCID: PMC9953135 DOI: 10.3390/biom13020231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/19/2023] [Accepted: 01/22/2023] [Indexed: 01/27/2023] Open
Abstract
Pastures have become one of the most important sources of antibiotic resistance genes (ARGs) pollution, bringing risks to human health through the environment and the food that is grown there. Another significant source of food production is greenhouse horticulture, which is typically located near pastures. Through waterways, pasture-originated ARGs may transfer to the food in greenhouses. However, how these pasture-originated ARGs spread to nearby waterways and greenhouses has been much less investigated, while this may pose risks to humans through agricultural products. We analyzed 29 ARGs related to the most used antibiotics in livestock in the Netherlands at 16 locations in an agricultural area, representing pastures, greenhouses and lakes. We found that ARGs were prevalent in all surface waters surrounding pastures and greenhouses and showed a similar composition, with sulfonamide ARGs being dominant. This indicates that both pastures and greenhouses cause antibiotic resistance pressures on neighboring waters. However, lower pressures were found in relatively larger and isolated lakes, suggesting that a larger water body or a non-agricultural green buffer zone could help reducing ARG impacts from agricultural areas. We also observed a positive relationship between the concentrations of the class 1 integron (intl1 gene)-used as a proxy for horizontal gene transfer-and ARG concentration and composition. This supports that horizontal gene transfer might play a role in dispersing ARGs through landscapes. In contrast, none of the measured four abiotic factors (phosphate, nitrate, pH and dissolved oxygen) showed any impact on ARG concentrations. ARGs from different classes co-occurred, suggesting simultaneous use of different antibiotics. Our findings help to understand the spatial patterns of ARGs, specifically the impacts of ARGs from pastures and greenhouses on each other and on nearby waterways. In this way, this study guides management aiming at reducing ARGs' risk to human health from agricultural products.
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13
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Zhao B, van Bodegom PM, Trimbos KB. Environmental DNA methylation of Lymnaea stagnalis varies with age and is hypermethylated compared to tissue DNA. Mol Ecol Resour 2023; 23:81-91. [PMID: 35899418 PMCID: PMC10087510 DOI: 10.1111/1755-0998.13691] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 07/12/2022] [Accepted: 07/25/2022] [Indexed: 11/28/2022]
Abstract
Environmental DNA (eDNA) approaches contributing to species identifications are quickly becoming the new norm in biomonitoring and ecosystem assessments. Yet, information such as age and health state of the population, which is vital to species biomonitoring, has not been accessible from eDNA. DNA methylation has the potential to provide such information on the state of a population. Here, we measured the methylation of eDNA along with tissue DNA (tDNA) of Lymnaea stagnalis at four life stages. We demonstrate that eDNA methylation varies with age and allows distinguishing among age classes. Moreover, eDNA was globally hypermethylated in comparison to tDNA. This difference was age-specific and connected to a limited number of eDNA sites. This differential methylation pattern suggests that eDNA release with age is partially regulated through DNA methylation. Our findings help to understand mechanisms involved in eDNA release and shows the potential of eDNA methylation analysis to assess age classes. Such age class assessments will encourage future eDNA studies to assess fundamental processes of population dynamics and functioning in ecology, biodiversity conservation and impact assessments.
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Affiliation(s)
- Beilun Zhao
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Peter M van Bodegom
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Krijn B Trimbos
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
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14
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Pan Y, Cieraad E, Armstrong J, Armstrong W, Clarkson BR, Pedersen O, Visser EJW, Voesenek LACJ, van Bodegom PM. Leading trait dimensions in flood-tolerant plants. Ann Bot 2022; 130:383-392. [PMID: 35259242 PMCID: PMC9486907 DOI: 10.1093/aob/mcac031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 03/04/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND AIMS While trait-based approaches have provided critical insights into general plant functioning, we lack a comprehensive quantitative view on plant strategies in flooded conditions. Plants adapted to flooded conditions have specific traits (e.g. root porosity, low root/shoot ratio and shoot elongation) to cope with the environmental stressors including anoxic sediments, and the subsequent presence of phytotoxic compounds. In flooded habitats, plants also respond to potential nutrient and light limitations, e.g. through the expression of leaf economics traits and size-related traits, respectively. However, we do not know whether and how these trait dimensions are connected. METHODS Based on a trait dataset compiled on 131 plant species from 141 studies in flooded habitats, we quantitatively analysed how flooding-induced traits are positioned in relation to the other two dominant trait dimensions: leaf economics traits and size-related traits. We evaluated how these key trait components are expressed along wetness gradients, across habitat types and among plant life forms. KEY RESULTS We found that flooding-induced traits constitute a trait dimension independent from leaf economics traits and size-related traits, indicating that there is no generic trade-off associated with flooding adaptations. Moreover, individual flooding-induced traits themselves are to a large extent decoupled from each other. These results suggest that adaptation to stressful environments, such as flooding, can be stressor specific without generic adverse effects on plant functioning (e.g. causing trade-offs on leaf economics traits). CONCLUSIONS The trait expression across multiple dimensions promotes plant adaptations and coexistence across multifaceted flooded environments. The decoupled trait dimensions, as related to different environmental drivers, also explain why ecosystem functioning (including, for example, methane emissions) are species and habitat specific. Thus, our results provide a backbone for applying trait-based approaches in wetland ecology by considering flooding-induced traits as an independent trait dimension.
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Affiliation(s)
| | - Ellen Cieraad
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
- Nelson Marlborough Institute of Technology, Nelson, New Zealand
| | - Jean Armstrong
- Department of Biological Sciences, University of Hull, Hull, UK
- School of Agriculture and Environment, The University of Western Australia, Perth, Australia
| | - William Armstrong
- Department of Biological Sciences, University of Hull, Hull, UK
- School of Agriculture and Environment, The University of Western Australia, Perth, Australia
| | | | - Ole Pedersen
- School of Agriculture and Environment, The University of Western Australia, Perth, Australia
- Freshwater Biological Laboratory, University of Copenhagen, Copenhagen, Denmark
| | - Eric J W Visser
- Experimental Plant Ecology, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
| | | | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
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15
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Gao C, van Bodegom PM, Bezemer TM, Veldhuis MP, Mancinelli R, Soudzilovskaia NA. Soil Biota Adversely Affect the Resistance and Recovery of Plant Communities Subjected to Drought. Ecosystems 2022. [DOI: 10.1007/s10021-022-00785-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
AbstractClimate change predictions indicate that summer droughts will become more severe and frequent. Yet, the impact of soil communities on the response of plant communities to drought remains unclear. Here, we report the results of a novel field experiment, in which we manipulated soil communities by adding soil inocula originating from different successional stages of coastal dune ecosystems to a plant community established from seeds on bare dune sand. We tested if and how the added soil biota from later-successional ecosystems influenced the sensitivity (resistance and recovery) of plant communities to drought. In contrast to our expectations, soil biota from later-successional soil inocula did not improve the resistance and recovery of plant communities subjected to drought. Instead, inoculation with soil biota from later successional stages reduced the post-drought recovery of plant communities, suggesting that competition for limited nutrients between plant community and soil biota may exacerbate the post-drought recovery of plant communities. Moreover, soil pathogens present in later-successional soil inocula may have impeded plant growth after drought. Soil inocula had differential impacts on the drought sensitivity of specific plant functional groups and individual species. However, the sensitivity of individual species and functional groups to drought was idiosyncratic and did not explain the overall composition of the plant community. Based on the field experimental evidence, our results highlight the adverse role soil biota can play on plant community responses to environmental stresses. These outcomes indicate that impacts of soil biota on the stability of plant communities subjected to drought are highly context-dependent and suggest that in some cases the soil biota activity can even destabilize plant community biomass responses to drought.
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16
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Chen Q, Timmermans J, Wen W, van Bodegom PM. A multi-metric assessment of drought vulnerability across different vegetation types using high resolution remote sensing. Sci Total Environ 2022; 832:154970. [PMID: 35378176 DOI: 10.1016/j.scitotenv.2022.154970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 12/24/2021] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Drought impact monitoring is of crucial importance in light of climate change. However, we lack an understanding of the concomitant responses of ecosystems to a variety of drought characteristics and the links between drought and ecosystem anomaly characteristics for a comprehensive set of vegetation types to provide needed information for water management. In response, this study presents a new framework that allows us to explore the relationship between drought and its impact on ecosystems in greater detail. Specifically, our framework focuses on estimating jointly the hydrological and ecosystem temporal evolution and anomalies around a drought event using four pairs of metrics: onset-onset, duration-duration, intensity-intensity, and severity-severity of drought and vegetation damage. Additionally, we incorporated a metric on vegetation vulnerability based on changes in damage severity along a gradient of increasing drought severity. Based on this framework, we evaluated drought vulnerability patterns of various vegetation types across the Netherlands and Belgium in 2018 at high spatiotemporal resolution. Our results reveal a differential vulnerability of vegetation between ecosystems with increasing drought severity, which could aid future drought impact predictions. In particular, mosaic grasslands and tree/shrub croplands are highly sensitive to increasing drought severity. Individual characteristics (onset, duration, intensity and severity) of drought and vegetation damage behave differently in various vegetation types. For instance, broadleaved forests respond faster than other forests, while mixed forests suffer less damage than other types. The early warning threshold to drought for most vegetation types is around a Standardized Precipitation Evapotranspiration Index (SPEI) value of -1. The characterization of a suite of drought response characteristics through our impact analysis framework can be used in a wide variety of regions to understand current and possible future responses to drought.
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Affiliation(s)
- Qi Chen
- Institute of Environmental Sciences (CML), Leiden University, 9518, 2300 RA Leiden, the Netherlands.
| | - Joris Timmermans
- Institute of Environmental Sciences (CML), Leiden University, 9518, 2300 RA Leiden, the Netherlands; Virtual Laboratory and Innovation Centre (VLIC), Lifewatch ERIC, Science Park 904, 1098 XH Amsterdam, the Netherlands; Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, 1090 GE Amsterdam, the Netherlands.
| | - Wen Wen
- Institute of Environmental Sciences (CML), Leiden University, 9518, 2300 RA Leiden, the Netherlands.
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, 9518, 2300 RA Leiden, the Netherlands.
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17
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Groen K, Trimbos KB, Hein S, Blaauw AI, van Bodegom PM, Hahne J, Jacob J. Establishment of a fecal DNA quantification technique for rare and cryptic diet constituents in small mammals. Mol Ecol Resour 2022; 22:2220-2231. [PMID: 35297564 DOI: 10.1111/1755-0998.13609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 02/25/2022] [Accepted: 03/04/2022] [Indexed: 11/27/2022]
Abstract
DNA-based approaches have highly improved the applicability of dietary studies aimed at investigating ecological processes. These studies have provided direct insights into, otherwise difficult to measure, interactions between species and trophic levels, food web structure and ecosystem functioning. However, despite these advances, DNA-based methods have been struggling to accurately quantify the whole breadth of diet constituents because of methodological biases, such as amplification bias and digestive processes. This study is, to our knowledge, the first diet study that used droplet digital PCR to quantify diet constituents. We manipulated the diet of wild caught wood mice (Apodemus sylvaticus) by feeding them with a known amount of small vegetable seeds (onion and carrot) and quantified the DNA traces of these diet constituents in fecal samples. The sensitivity of the technique combined with the control on the experimental design allowed mitigation of methodological bias. We were able to accurately determine DNA concentrations of small vegetable seeds in the diet of wood mice. Quantification of target DNA demonstrated significant differences in DNA content when one vs. five seeds were consumed. These differences remained significant when the age, sex, and other diet constituents of the mice were altered. Different DNA markers, targeting different parts of the chloroplast, influenced onion DNA detectability. However, all onion and carrot markers showed higher DNA content for higher seed numbers. Overall, the sensitive DNA based approach developed in this study allows for minimally-invasive quantification of small diet constituents in feces, which would otherwise be undetectable with traditional methods.
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Affiliation(s)
- Kevin Groen
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, Van Steenis Building Einsteinweg 2, 2333 CC, The Netherlands
| | - Krijn B Trimbos
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, Van Steenis Building Einsteinweg 2, 2333 CC, The Netherlands
| | - Susanne Hein
- Vertebrate Research, Institute for Plant Protection in Horticulture and Forests, Julius Kühn-Institute (JKI) Federal Research Institute for Cultivated Plants, Toppheideweg 88, 48161, Münster, Germany.,Present address: BASF SE, Agricultural Solutions - Global Ecotoxicology, Limburgerhof, Germany
| | - Astrid I Blaauw
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, Van Steenis Building Einsteinweg 2, 2333 CC, The Netherlands
| | - Peter M van Bodegom
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden, Van Steenis Building Einsteinweg 2, 2333 CC, The Netherlands
| | - Joerg Hahne
- Bayer AG, Crop Science Division, Terrestrial Vertebrates, Monheim am Rhein, Germany
| | - Jens Jacob
- Vertebrate Research, Institute for Plant Protection in Horticulture and Forests, Julius Kühn-Institute (JKI) Federal Research Institute for Cultivated Plants, Toppheideweg 88, 48161, Münster, Germany
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18
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Zhou J, Cieraad E, van Bodegom PM. Global analysis of trait-trait relationships within and between species. New Phytol 2022; 233:1643-1656. [PMID: 34821399 PMCID: PMC9299860 DOI: 10.1111/nph.17879] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 11/16/2021] [Indexed: 06/13/2023]
Abstract
Some commonly reported trait-trait relationships between species, including the leaf economic spectrum (LES), are regarded as important plant strategies but whether these relationships represent plant strategies in reality remains unclear. We propose a novel approach to distinguish trait-trait relationships between species that may represent plant strategies vs those relationships that are the result of common drivers, by comparing the direction and strength of intraspecific trait variation (ITV) vs interspecific trait variation. We applied this framework using a unique global ITV database that we compiled, which included 11 traits related to LES, size and roots, and observations from 2064 species occurring in 1068 communities across 19 countries. Generally, compared to between species, trait-trait relationships within species were much weaker or totally disappeared. Almost only within the LES traits, the between-species trait-trait relationships were translated into positive relationships within species, which suggests that they may represent plant strategies. Moreover, the frequent coincidental trait-trait relationships between species, driven by co-varying common drivers, imply that in future research, decoupling of trait-trait relationships should be considered seriously in model projections of ecosystem functioning. Our study emphasizes the importance of describing the mechanisms behind trait-trait relationships, both between and within species, for deepening our understanding of general plant strategies.
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Affiliation(s)
- Jianhong Zhou
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
| | - Ellen Cieraad
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
- Nelson Marlborough Institute of Technology322 Hardy StreetNelson7010New Zealand
| | - Peter M. van Bodegom
- Institute of Environmental Sciences (CML)Leiden University2333 CCLeidenthe Netherlands
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19
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Joswig JS, Wirth C, Schuman MC, Kattge J, Reu B, Wright IJ, Sippel SD, Rüger N, Richter R, Schaepman ME, van Bodegom PM, Cornelissen JHC, Díaz S, Hattingh WN, Kramer K, Lens F, Niinemets Ü, Reich PB, Reichstein M, Römermann C, Schrodt F, Anand M, Bahn M, Byun C, Campetella G, Cerabolini BEL, Craine JM, Gonzalez-Melo A, Gutiérrez AG, He T, Higuchi P, Jactel H, Kraft NJB, Minden V, Onipchenko V, Peñuelas J, Pillar VD, Sosinski Ê, Soudzilovskaia NA, Weiher E, Mahecha MD. Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation. Nat Ecol Evol 2022; 6:36-50. [PMID: 34949824 PMCID: PMC8752441 DOI: 10.1038/s41559-021-01616-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 11/10/2021] [Indexed: 11/09/2022]
Abstract
Plant functional traits can predict community assembly and ecosystem functioning and are thus widely used in global models of vegetation dynamics and land-climate feedbacks. Still, we lack a global understanding of how land and climate affect plant traits. A previous global analysis of six traits observed two main axes of variation: (1) size variation at the organ and plant level and (2) leaf economics balancing leaf persistence against plant growth potential. The orthogonality of these two axes suggests they are differently influenced by environmental drivers. We find that these axes persist in a global dataset of 17 traits across more than 20,000 species. We find a dominant joint effect of climate and soil on trait variation. Additional independent climate effects are also observed across most traits, whereas independent soil effects are almost exclusively observed for economics traits. Variation in size traits correlates well with a latitudinal gradient related to water or energy limitation. In contrast, variation in economics traits is better explained by interactions of climate with soil fertility. These findings have the potential to improve our understanding of biodiversity patterns and our predictions of climate change impacts on biogeochemical cycles.
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Affiliation(s)
- Julia S. Joswig
- grid.419500.90000 0004 0491 7318Max-Planck-Institute for Biogeochemistry, Jena, Germany ,grid.7400.30000 0004 1937 0650Remote Sensing Laboratories, Department of Geography, University of Zurich, Zurich, Switzerland
| | - Christian Wirth
- grid.419500.90000 0004 0491 7318Max-Planck-Institute for Biogeochemistry, Jena, Germany ,grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany ,grid.9647.c0000 0004 7669 9786Institute of Systematic Botany and Functional Biodiversity, University of Leipzig, Leipzig, Germany
| | - Meredith C. Schuman
- grid.7400.30000 0004 1937 0650Remote Sensing Laboratories, Department of Geography, University of Zurich, Zurich, Switzerland ,grid.7400.30000 0004 1937 0650Department of Chemistry, University of Zurich, Zurich, Switzerland
| | - Jens Kattge
- grid.419500.90000 0004 0491 7318Max-Planck-Institute for Biogeochemistry, Jena, Germany ,grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
| | - Björn Reu
- grid.411595.d0000 0001 2105 7207Escuela de Biología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Ian J. Wright
- grid.1004.50000 0001 2158 5405Department of Biological Sciences, Macquarie University, Sydney, New South Wales Australia
| | - Sebastian D. Sippel
- grid.5801.c0000 0001 2156 2780Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland ,grid.454322.60000 0004 4910 9859Norwegian Institute of Bioeconomy Research, Oslo, Norway
| | - Nadja Rüger
- grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany ,grid.9647.c0000 0004 7669 9786Department of Economics, University of Leipzig, Leipzig, Germany ,grid.438006.90000 0001 2296 9689Smithsonian Tropical Research Institute, Ancón, Panama
| | - Ronny Richter
- grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany ,grid.9647.c0000 0004 7669 9786Institute of Systematic Botany and Functional Biodiversity, University of Leipzig, Leipzig, Germany ,grid.9647.c0000 0004 7669 9786Geoinformatics and Remote Sensing, Institute for Geography, University of Leipzig, Leipzig, Germany
| | - Michael E. Schaepman
- grid.7400.30000 0004 1937 0650Remote Sensing Laboratories, Department of Geography, University of Zurich, Zurich, Switzerland
| | - Peter M. van Bodegom
- grid.5132.50000 0001 2312 1970Environmental Biology Department, Institute of Environmental Sciences, CML, Leiden University, Leiden, the Netherlands
| | - J. H. C. Cornelissen
- grid.12380.380000 0004 1754 9227Systems Ecology, Department of Ecological Science, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Sandra Díaz
- grid.10692.3c0000 0001 0115 2557Instituto Multidisciplinario de Biología Vegetal (IMBIV), CONICET and FCEFyN, Universidad Nacional de Córdoba, Córdoba, Argentina
| | | | - Koen Kramer
- grid.4818.50000 0001 0791 5666Chairgroup Forest Ecology and Forest Management, Wageningen University, Wageningen, the Netherlands ,Land Life Company, Amsterdam, the Netherlands
| | - Frederic Lens
- grid.425948.60000 0001 2159 802XResearch Group Functional Traits, Naturalis Biodiversity Center, Leiden, the Netherlands ,grid.5132.50000 0001 2312 1970Plant Sciences, Institute of Biology Leiden, Leiden University, Leiden, the Netherlands
| | - Ülo Niinemets
- grid.16697.3f0000 0001 0671 1127Estonian University of Life Sciences, Tartu, Estonia
| | - Peter B. Reich
- grid.17635.360000000419368657Department of Forest Resources, University of Minnesota, St Paul, MN USA ,grid.1029.a0000 0000 9939 5719Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales Australia ,grid.214458.e0000000086837370Institute for Global Change Biology and School for Environment and Sustainability, University of Michigan, Ann Arbor, MI USA
| | - Markus Reichstein
- grid.419500.90000 0004 0491 7318Max-Planck-Institute for Biogeochemistry, Jena, Germany ,grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
| | - Christine Römermann
- grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany ,grid.9613.d0000 0001 1939 2794Department of Plant Biodiversity, Institute of Ecology and Evolution, Friedrich-Schiller University, Jena, Germany
| | - Franziska Schrodt
- grid.4563.40000 0004 1936 8868School of Geography, University of Nottingham, Nottingham, UK
| | - Madhur Anand
- grid.34429.380000 0004 1936 8198School of Environmental Sciences, University of Guelph, Guelph, Canada
| | - Michael Bahn
- grid.5771.40000 0001 2151 8122Department of Ecology, University of Innsbruck, Innsbruck, Austria
| | - Chaeho Byun
- grid.252211.70000 0001 2299 2686Department of Biological Sciences and Biotechnology, Andong National University, Andong, Korea
| | - Giandiego Campetella
- grid.5602.10000 0000 9745 6549Plant Diversity and Ecosystems Management Unit, School of Biosciences and Veterinary Medicine, University of Camerino, Camerino, Italy
| | - Bruno E. L. Cerabolini
- grid.18147.3b0000000121724807Department of Biotechnologies and Life Sciences (DBSV), University of Insubria, Varese, Italy
| | | | - Andres Gonzalez-Melo
- grid.412191.e0000 0001 2205 5940Facultad de Ciencias Naturales y Matemáticas, Universidad del Rosario, Bogotá, Colombia
| | - Alvaro G. Gutiérrez
- grid.443909.30000 0004 0385 4466Departamento de Ciencias Ambientales y Recursos Naturales Renovables, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile
| | - Tianhua He
- grid.1032.00000 0004 0375 4078School of Molecular and Life Sciences, Curtin University, Perth, Western Australia Australia ,grid.1025.60000 0004 0436 6763College of Science, Health, Engineering and Education, Murdoch University, Murdoch, Western Australia Australia
| | - Pedro Higuchi
- grid.412287.a0000 0001 2150 7271Department of Forestry, Universidade do Estado de Santa, Catarina, Lages, Brazil
| | - Hervé Jactel
- grid.508391.60000 0004 0622 9359INRAE University Bordeaux, BIOGECO, Cestas, France
| | - Nathan J. B. Kraft
- grid.19006.3e0000 0000 9632 6718Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA USA
| | - Vanessa Minden
- grid.8767.e0000 0001 2290 8069Department of Biology, Vrije Universiteit Brussel, Brussels, Belgium ,grid.5560.60000 0001 1009 3608Landscape Ecology Group, Institute of Biology and Environmental Sciences, University of Oldenburg, Oldenburg, Germany
| | - Vladimir Onipchenko
- grid.14476.300000 0001 2342 9668Department of Ecology and Plant Geography, Moscow State Lomonosov University, Moscow, Russia
| | - Josep Peñuelas
- grid.4711.30000 0001 2183 4846CSIC, Global Ecology Unit CREAF-CSIC-UAB, Bellaterra, Spain ,grid.452388.00000 0001 0722 403XCREAF, Cerdanyola del Vallés, Spain
| | - Valério D. Pillar
- grid.8532.c0000 0001 2200 7498Department of Ecology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ênio Sosinski
- grid.460200.00000 0004 0541 873XEmbrapa Recursos Genéticos e Biotecnologia, Brasília, Brazil
| | - Nadejda A. Soudzilovskaia
- grid.12155.320000 0001 0604 5662Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium ,grid.5132.50000 0001 2312 1970Institute of Environmental Sciences, Leiden University, Leiden, the Netherlands
| | - Evan Weiher
- grid.267460.10000 0001 2227 2494Department of Biology, University of Wisconsin, Eau Claire, WI USA
| | - Miguel D. Mahecha
- grid.9647.c0000 0004 7669 9786German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany ,grid.9647.c0000 0004 7669 9786Remote Sensing Centre for Earth System Research, University of Leipzig, Leipzig, Germany ,grid.7492.80000 0004 0492 3830Helmholtz Centre for Environmental Research, Leipzig, Germany
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20
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Zhao B, van Bodegom PM, Trimbos K. The particle size distribution of environmental DNA varies with species and degradation. Sci Total Environ 2021; 797:149175. [PMID: 34303977 DOI: 10.1016/j.scitotenv.2021.149175] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/15/2021] [Accepted: 07/17/2021] [Indexed: 06/13/2023]
Abstract
Environmental DNA (eDNA) analysis is frequently used as a non-invasive method to investigate species and biodiversity in ecosystems. However, such eDNA may represent both organisms currently present as well as species that released their DNA some point in the past, thereby representing a mix of current and historic biodiversity. This may lead to a false-positive detection of organisms' presence. As the eDNA particle size distribution (PSD) changes along with the decay process, it may facilitate solving the above problem. Here, we set up tank experiments with snails, zebrafish and daphnids, respectively, to monitor the change in eDNA PSD and eDNA degradation through time after removing organisms. We found that zebrafish eDNA decays more slowly for larger particle sizes. Across all species tested, the percentage of large size ranges tended to increase over time while the smaller sizes showed relatively fast decay rates. As a result, PSD changed consistently with eDNA decay, although initial PSD varied between species. In combination, we propose that eDNA PSD can be used to assess the current prevalence of organisms at an eDNA sampling location while avoiding false-positives on the presence of species. Our findings expand the applicability of eDNA for monitoring target species in freshwater ecosystems.
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Affiliation(s)
- Beilun Zhao
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands.
| | - Peter M van Bodegom
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands
| | - Krijn Trimbos
- Department of Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, Netherlands
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21
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Abdolahpur Monikh F, Chupani L, Arenas-Lago D, Guo Z, Zhang P, Darbha GK, Valsami-Jones E, Lynch I, Vijver MG, van Bodegom PM, Peijnenburg WJGM. Particle number-based trophic transfer of gold nanomaterials in an aquatic food chain. Nat Commun 2021; 12:899. [PMID: 33563998 PMCID: PMC7873305 DOI: 10.1038/s41467-021-21164-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 12/22/2020] [Indexed: 11/09/2022] Open
Abstract
Analytical limitations considerably hinder our understanding of the impacts of the physicochemical properties of nanomaterials (NMs) on their biological fate in organisms. Here, using a fit-for-purpose analytical workflow, including dosing and emerging analytical techniques, NMs present in organisms are characterized and quantified across an aquatic food chain. The size and shape of gold (Au)-NMs are shown to control the number of Au-NMs attached to algae that were exposed to an equal initial concentration of 2.9 × 1011 particles mL-1. The Au-NMs undergo size/shape-dependent dissolution and agglomeration in the gut of the daphnids, which determines the size distribution of the NMs accumulated in fish. The biodistribution of NMs in fish tissues (intestine, liver, gills, and brain) also depends on NM size and shape, although the highest particle numbers per unit of mass are almost always present in the fish brain. The findings emphasize the importance of physicochemical properties of metallic NMs in their biotransformations and tropic transfers.
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Affiliation(s)
- Fazel Abdolahpur Monikh
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands. .,Department of Environmental and Biological Sciences, University of Eastern Finland, Joensuu, Finland.
| | - Latifeh Chupani
- South Bohemian Research Center of Aquaculture and Biodiversity of Hydrocenoses, Faculty of Fisheries and Protection of Waters, University of South Bohemia in Ceske Budejovice, Vodňany, Czech Republic
| | - Daniel Arenas-Lago
- Department of Plant Biology and Soil Science, University of Vigo, As Lagoas, Ourense, Spain
| | - Zhiling Guo
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Peng Zhang
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Gopala Krishna Darbha
- Environmental Nanoscience Laboratory, Department of Earth Sciences and Centre for Climate and Environmental Studies, Indian Institute of Science Education and Research Kolkata, Mohanpur, West Bengal, India
| | - Eugenia Valsami-Jones
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Iseult Lynch
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Martina G Vijver
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
| | - Willie J G M Peijnenburg
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands.,National Institute of Public Health and the Environment (RIVM), Center for Safety of Substances and Products, De Bilt, Bilthoven, The Netherlands
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22
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Barceló M, van Bodegom PM, Tedersoo L, den Haan N, Veen GF(C, Ostonen I, Trimbos K, Soudzilovskaia NA. The abundance of arbuscular mycorrhiza in soils is linked to the total length of roots colonized at ecosystem level. PLoS One 2020; 15:e0237256. [PMID: 32915795 PMCID: PMC7485760 DOI: 10.1371/journal.pone.0237256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 07/22/2020] [Indexed: 11/19/2022] Open
Abstract
Arbuscular mycorrhizal fungi (AMF) strongly affect ecosystem functioning. To understand and quantify the mechanisms of this control, knowledge about the relationship between the actual abundance and community composition of AMF in the soil and in plant roots is needed. We collected soil and root samples in a natural dune grassland to test whether, across a plant community, the abundance of AMF in host roots (measured as the total length of roots colonized) is related to soil AMF abundance (using the neutral lipid fatty acids (NLFA) 16:1ω5 as proxy). Next-generation sequencing was used to explore the role of community composition in abundance patterns. We found a strong positive relationship between the total length of roots colonized by AMF and the amount of NLFA 16:1ω5 in the soil. We provide the first field-based evidence of proportional biomass allocation between intra-and extraradical AMF mycelium, at ecosystem level. We suggest that this phenomenon is made possible by compensatory colonization strategies of individual fungal species. Finally, our findings open the possibility of using AMF total root colonization as a proxy for soil AMF abundances, aiding further exploration of the AMF impacts on ecosystems functioning.
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Affiliation(s)
- Milagros Barceló
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - Peter M. van Bodegom
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - Leho Tedersoo
- Natural History Museum, University of Tartu, Tartu, Estonia
| | - Nadja den Haan
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - G. F. (Ciska) Veen
- Department of Terrestrial Ecology, Netherlands Institute of Ecology, Wageningen, The Netherlands
| | - Ivika Ostonen
- University of Tartu, Institute of Ecology and Earth Sciences, Tartu, Estonia
| | - Krijn Trimbos
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - Nadejda A. Soudzilovskaia
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
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23
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Pan Y, Cieraad E, Armstrong J, Armstrong W, Clarkson BR, Colmer TD, Pedersen O, Visser EJW, Voesenek LACJ, van Bodegom PM. Global patterns of the leaf economics spectrum in wetlands. Nat Commun 2020; 11:4519. [PMID: 32908150 PMCID: PMC7481225 DOI: 10.1038/s41467-020-18354-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Accepted: 08/19/2020] [Indexed: 11/23/2022] Open
Abstract
The leaf economics spectrum (LES) describes consistent correlations among a variety of leaf traits that reflect a gradient from conservative to acquisitive plant strategies. So far, whether the LES holds in wetland plants at a global scale has been unclear. Using data on 365 wetland species from 151 studies, we find that wetland plants in general show a shift within trait space along the same common slope as observed in non-wetland plants, with lower leaf mass per area, higher leaf nitrogen and phosphorus, faster photosynthetic rates, and shorter leaf life span compared to non-wetland plants. We conclude that wetland plants tend to cluster at the acquisitive end of the LES. The presented global quantifications of the LES in wetland plants enhance our understanding of wetland plant strategies in terms of resources acquisition and allocation, and provide a stepping-stone to developing trait-based approaches for wetland ecology. Leaf economics spectrum theory has greatly advanced understanding of plant functional ecology, but it is unclear whether its predictions hold in wetland communities. Here, Pan and colleagues analyse leaf economics traits in wetland plants, showing that their trait relationships deviate from fully terrestrial plants, particularly by clustering towards acquisitive plant strategies.
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Affiliation(s)
- Yingji Pan
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands.
| | - Ellen Cieraad
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
| | - Jean Armstrong
- Biological Sciences, University of Hull, Hull, UK.,School of Agriculture and Environment, The University of Western Australia, Perth, Australia
| | - William Armstrong
- Biological Sciences, University of Hull, Hull, UK.,School of Agriculture and Environment, The University of Western Australia, Perth, Australia
| | | | - Timothy D Colmer
- School of Agriculture and Environment, The University of Western Australia, Perth, Australia
| | - Ole Pedersen
- School of Agriculture and Environment, The University of Western Australia, Perth, Australia.,Freshwater Biological Laboratory, University of Copenhagen, Copenhagen, Denmark
| | - Eric J W Visser
- Experimental Plant Ecology, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
| | | | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, The Netherlands
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24
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Scherer L, Svenning JC, Huang J, Seymour CL, Sandel B, Mueller N, Kummu M, Bekunda M, Bruelheide H, Hochman Z, Siebert S, Rueda O, van Bodegom PM. Global priorities of environmental issues to combat food insecurity and biodiversity loss. Sci Total Environ 2020; 730:139096. [PMID: 32388110 DOI: 10.1016/j.scitotenv.2020.139096] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 03/28/2020] [Accepted: 04/27/2020] [Indexed: 05/10/2023]
Abstract
Various environmental challenges are rapidly threatening ecosystems and societies globally. Major interventions and a strategic approach are required to minimize harm and to avoid reaching catastrophic tipping points. Setting evidence-based priorities aids maximizing the impact of the limited resources available for environmental interventions. Focusing on protecting both food security and biodiversity, international experts prioritized major environmental challenges for intervention based on three comprehensive criteria - importance, neglect, and tractability. The top priorities differ between food security and biodiversity. For food security, the top priorities are pollinator loss, soil compaction, and nutrient depletion, and for biodiversity conservation, ocean acidification and land and sea use (especially habitat degradation) are the main concerns. While climate change might be the most pressing environmental challenge and mitigation is clearly off-track, other issues rank higher because of climate change's high attention in research. Research and policy agendas do not yet consistently cover these priorities. Thus, a shift in attention towards the high-priority environmental challenges, identified here, is needed to increase the effectiveness of global environmental protection.
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Affiliation(s)
- Laura Scherer
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands.
| | - Jens-Christian Svenning
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE) & Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Jing Huang
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands; College of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China.
| | - Colleen L Seymour
- South African National Biodiversity Institute, Kirstenbosch Research Centre, Claremont, South Africa; DST/NRF Centre of Excellence at the FitzPatrick Institute, Department of Biological Sciences, University of Cape Town, Rondebosch, 7701, South Africa
| | - Brody Sandel
- Department of Biology, Santa Clara University, Santa Clara, United States
| | - Nathaniel Mueller
- Department of Ecosystem Science and Sustainability, Colorado State University, Fort Collins, CO, United States; Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, United States
| | - Matti Kummu
- Water & Development Research Group, Aalto University, Espoo, Finland
| | - Mateete Bekunda
- International Institute of Tropical Agriculture (IITA), Arusha, Tanzania
| | - Helge Bruelheide
- Institute of Biology, Martin Luther University Halle-Wittenberg, Halle, Germany; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Zvi Hochman
- CSIRO Agriculture and Food, St Lucia, Australia
| | - Stefan Siebert
- Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | - Oscar Rueda
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, Leiden, the Netherlands
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25
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Schrama M, Hunting ER, Beechler BR, Guarido MM, Govender D, Nijland W, van 't Zelfde M, Venter M, van Bodegom PM, Gorsich EE. Human practices promote presence and abundance of disease-transmitting mosquito species. Sci Rep 2020; 10:13543. [PMID: 32782318 PMCID: PMC7421943 DOI: 10.1038/s41598-020-69858-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 07/09/2020] [Indexed: 01/20/2023] Open
Abstract
Humans alter the environment at unprecedented rates through habitat destruction, nutrient pollution and the application of agrochemicals. This has recently been proposed to act as a potentially significant driver of pathogen-carrying mosquito species (disease vectors) that pose a health risk to humans and livestock. Here, we use a unique set of locations along a large geographical gradient to show that landscapes disturbed by a variety of anthropogenic stressors are consistently associated with vector-dominated mosquito communities for a wide range of human and livestock infections. This strongly suggests that human alterations to the environment promote the presence and abundance of disease vectors across large spatial extents. As such, it warrants further studies aimed at unravelling mechanisms underlying vector prevalence in mosquito communities, and opens up new opportunities for preventative action and predictive modelling of vector borne disease risks in relation to degradation of natural ecosystems.
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Affiliation(s)
- Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.
| | - Ellard R Hunting
- School of Biological Sciences, University of Bristol, Bristol, UK
| | - Brianna R Beechler
- Department of Biomedical Sciences, College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA
| | - Milehna M Guarido
- Department of Medical Virology, University of Pretoria, Pretoria, South Africa
| | - Danny Govender
- Department of Medical Virology, University of Pretoria, Pretoria, South Africa
- Scientific Services, SANPARKS, Kruger National Park, Skukuza, South Africa
| | - Wiebe Nijland
- Department of Physical Geography, University of Utrecht, Utrecht, The Netherlands
| | | | - Marietjie Venter
- Department of Medical Virology, University of Pretoria, Pretoria, South Africa
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Erin E Gorsich
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
- School of Life Sciences, University of Warwick, Coventry, UK
- The Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, University of Warwick, Coventry, UK
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26
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Gomes SIF, van Bodegom PM, van Agtmaal M, Soudzilovskaia NA, Bestman M, Duijm E, Speksnijder A, van Eekeren N. Microbiota in Dung and Milk Differ Between Organic and Conventional Dairy Farms. Front Microbiol 2020; 11:1746. [PMID: 32849375 PMCID: PMC7399162 DOI: 10.3389/fmicb.2020.01746] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 07/03/2020] [Indexed: 12/29/2022] Open
Abstract
Organic farming is increasingly promoted as a means to reduce the environmental impact of artificial fertilizers, pesticides, herbicides, and antibiotics in conventional dairy systems. These factors potentially affect the microbial communities of the production stages (soil, silage, dung, and milk) of the entire farm cycle. However, understanding whether the microbiota representative of different production stages reflects different agricultural practices - such as conventional versus organic farming - is unknown. Furthermore, the translocation of the microbial community across production stages is scarcely studied. We sequenced the microbial communities of soil, silage, dung, and milk samples from organic and conventional dairy farms in the Netherlands. We found that community structure of soil fungi and bacteria significantly differed among soil types, but not between organic versus conventional farming systems. The microbial communities of silage also did not differ among conventional and organic systems. Nevertheless, the dung microbiota of cows and the fungal communities in the milk were significantly structured by agricultural practice. We conclude that, while the production stages of dairy farms seem to be disconnected in terms of microbial transfer, certain practices specific for each agricultural system, such as the content of diet and the use of antibiotics, are potential drivers of shifts in the cow's microbiota, including the milk produced. This may reflect differences in farm animal health and quality of dairy products depending on farming practices.
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Affiliation(s)
- Sofia I F Gomes
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | | | | | | | | | - Elza Duijm
- Naturalis Biodiversity Center, Leiden, Netherlands
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27
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Scherer L, van Baren SA, van Bodegom PM. Characterizing Land Use Impacts on Functional Plant Diversity for Life Cycle Assessments. Environ Sci Technol 2020; 54:6486-6495. [PMID: 32343572 PMCID: PMC7271546 DOI: 10.1021/acs.est.9b07228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 03/23/2020] [Accepted: 04/28/2020] [Indexed: 05/19/2023]
Abstract
Decision support tools such as life cycle assessment (LCA) increasingly aim to account for impacts on biodiversity. While taxonomic measures like species richness have been implemented, they do not fully grasp the impacts on ecosystem functioning. Functional diversity, derived from the species' traits, is more representative of ecosystem processes. This study provides a framework for developing characterization factors for functional diversity as affected by land use. It exploits the large databases on plant traits and species composition that have recently become available and allow bringing biodiversity impact assessment to the next level. Three functional diversity indices therein describe different aspects of functional diversity, namely richness, evenness, and divergence. Applying our framework to Germany as a proof of concept, we show significant losses in functional plant diversity when converting natural forests to agricultural land use. Consistently across different forests and agricultural systems, functional richness decreases steeply and functional divergence moderately upon occupation. In contrast, functional evenness exhibits opposite trends. The resulting characterization factors are likely to be representative of temperate regions. The framework is flexible and applicable to larger scales and other impact categories. As such, it facilitates harmonizing biodiversity impact assessments and better represents ecosystem functioning by incorporating functional diversity.
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Affiliation(s)
- Laura Scherer
- Institute of Environmental Sciences
(CML), Leiden University, 2333 CC Leiden, The Netherlands
| | - Sven A. van Baren
- Institute of Environmental Sciences
(CML), Leiden University, 2333 CC Leiden, The Netherlands
| | - Peter M. van Bodegom
- Institute of Environmental Sciences
(CML), Leiden University, 2333 CC Leiden, The Netherlands
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28
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Franklin O, Harrison SP, Dewar R, Farrior CE, Brännström Å, Dieckmann U, Pietsch S, Falster D, Cramer W, Loreau M, Wang H, Mäkelä A, Rebel KT, Meron E, Schymanski SJ, Rovenskaya E, Stocker BD, Zaehle S, Manzoni S, van Oijen M, Wright IJ, Ciais P, van Bodegom PM, Peñuelas J, Hofhansl F, Terrer C, Soudzilovskaia NA, Midgley G, Prentice IC. Organizing principles for vegetation dynamics. Nat Plants 2020; 6:444-453. [PMID: 32393882 DOI: 10.1038/s41477-020-0655-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 04/02/2020] [Indexed: 06/11/2023]
Abstract
Plants and vegetation play a critical-but largely unpredictable-role in global environmental changes due to the multitude of contributing processes at widely different spatial and temporal scales. In this Perspective, we explore approaches to master this complexity and improve our ability to predict vegetation dynamics by explicitly taking account of principles that constrain plant and ecosystem behaviour: natural selection, self-organization and entropy maximization. These ideas are increasingly being used in vegetation models, but we argue that their full potential has yet to be realized. We demonstrate the power of natural selection-based optimality principles to predict photosynthetic and carbon allocation responses to multiple environmental drivers, as well as how individual plasticity leads to the predictable self-organization of forest canopies. We show how models of natural selection acting on a few key traits can generate realistic plant communities and how entropy maximization can identify the most probable outcomes of community dynamics in space- and time-varying environments. Finally, we present a roadmap indicating how these principles could be combined in a new generation of models with stronger theoretical foundations and an improved capacity to predict complex vegetation responses to environmental change.
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Affiliation(s)
- Oskar Franklin
- International Institute for Applied Systems Analysis, Laxenburg, Austria.
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden.
| | - Sandy P Harrison
- Department of Geography and Environmental Science, University of Reading, Reading, UK
| | - Roderick Dewar
- Plant Sciences Division, Research School of Biology, The Australian National University, Canberra, Australia
- Institute for Atmospheric and Earth System Research/Physics, University of Helsinki, Helsinki, Finland
| | - Caroline E Farrior
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA
| | - Åke Brännström
- International Institute for Applied Systems Analysis, Laxenburg, Austria
- Department of Mathematics and Mathematical Statistics, Umeå University, Umeå, Sweden
| | - Ulf Dieckmann
- International Institute for Applied Systems Analysis, Laxenburg, Austria
- Department of Evolutionary Studies of Biosystems, The Graduate University for Advanced Studies (Sokendai), Hayama, Japan
| | - Stephan Pietsch
- International Institute for Applied Systems Analysis, Laxenburg, Austria
| | - Daniel Falster
- Evolution and Ecology Research Centre, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Wolfgang Cramer
- Institut Méditerranéen de Biodiversité et d'Ecologie Marine et Continentale (IMBE), Aix Marseille Université, CNRS, IRD, Avignon Université, Technopôle Arbois-Méditerranée, Aix-en-Provence, France
| | - Michel Loreau
- Centre for Biodiversity, Theory, and Modelling, Theoretical and Experimental Ecology Station, CNRS, Moulis, France
| | - Han Wang
- Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China
| | - Annikki Mäkelä
- Forest Sciences, University of Helsinki, Helsinki, Finland
| | - Karin T Rebel
- Copernicus Institute of Sustainable Development, Environmental Sciences, Faculty of Geosciences, Utrecht University, Utrecht, The Netherlands
| | - Ehud Meron
- Blaustein Institutes for Desert Research, Ben-Gurion University of the Negev, Sede Boqer Campus, Israel
- Department of Physics, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Stanislaus J Schymanski
- Department of Environmental Research and Innovation, Luxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg
| | - Elena Rovenskaya
- International Institute for Applied Systems Analysis, Laxenburg, Austria
| | - Benjamin D Stocker
- Department of Environmental Systems Sciences, ETH Zurich, Zurich, Switzerland
- CREAF, Cerdanyola del Vallès, Spain
| | - Sönke Zaehle
- Biogeochemical Integration Department, Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Stefano Manzoni
- Department of Physical Geography, Stockholm University, Stockholm, Sweden
- Bolin Centre for Climate Research, Stockholm, Sweden
| | - Marcel van Oijen
- Centre for Ecology and Hydrology (CEH-Edinburgh), Bush Estate, Penicuik, UK
| | - Ian J Wright
- Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
| | - Philippe Ciais
- Laboratoire des Sciences du Climat et de l'Environnement, CEA CNRS UVSQ, Gif-sur-Yvette, France
| | - Peter M van Bodegom
- Environmental Biology Department, Institute of Environmental Sciences, CML, Leiden University, Leiden, The Netherlands
| | - Josep Peñuelas
- CREAF, Cerdanyola del Vallès, Spain
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, Bellaterra, Spain
| | - Florian Hofhansl
- International Institute for Applied Systems Analysis, Laxenburg, Austria
| | - Cesar Terrer
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Nadejda A Soudzilovskaia
- Environmental Biology Department, Institute of Environmental Sciences, CML, Leiden University, Leiden, The Netherlands
| | - Guy Midgley
- Department Botany & Zoology, Stellenbosch University, Stellenbosch, South Africa
| | - I Colin Prentice
- Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China
- Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
- AXA Chair of Biosphere and Climate Impacts, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, UK
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29
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Horton AA, Newbold LK, Palacio-Cortés AM, Spurgeon DJ, Pereira MG, Carter H, Gweon HS, Vijver MG, van Bodegom PM, Navarro da Silva MA, Lahive E. Accumulation of polybrominated diphenyl ethers and microbiome response in the great pond snail Lymnaea stagnalis with exposure to nylon (polyamide) microplastics. Ecotoxicol Environ Saf 2020; 188:109882. [PMID: 31698175 DOI: 10.1016/j.ecoenv.2019.109882] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 10/22/2019] [Accepted: 10/25/2019] [Indexed: 06/10/2023]
Abstract
Microplastics attract widespread attention, including for their potential to transport toxic chemicals in the form of plasticisers and associated hydrophobic organic chemicals, such as polybrominated diphenyl ethers (PBDEs). The aims of this study were to investigate how nylon (polyamide) microplastics may affect PBDE accumulation in snails, and the acute effects of nylon particles and PBDEs on survival, weight change and inherent microbiome diversity and community composition of the pond snail Lymnaea stagnalis. Snails were exposed for 96 h to BDEs-47, 99, 100 and 153 in the presence and absence of 1% w/w nylon microplastics in quartz sand sediment. No mortality was observed over the exposure period. Snails not exposed to microplastics lost significantly more weight compared to those exposed to microplastics. Increasing PBDE concentration in the sediment resulted in an increased PBDE body burden in the snails, however microplastics did not significantly influence total PBDE uptake. Based on individual congeners, uptake of BDE 47 by snails was significantly reduced in the presence of microplastics. The diversity and composition of the snail microbiome was not significantly altered by the presence of PBDEs nor by the microplastics, singly or combined. Significant effects on a few individual operational taxonomic units (OTUs) occurred when comparing the highest PBDE concentration with the control treatment, but in the absence of microplastics only. Overall within these acute experiments, only subtle effects on weight loss and slight microbiome alterations occurred. These results therefore highlight that L. stagnalis are resilient to acute exposures to microplastics and PBDEs, and that microplastics are unlikely to influence HOC accumulation or the microbiome of this species over short timescales.
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Affiliation(s)
- Alice A Horton
- National Oceanography Centre, European Way, Southampton, SO14 SZH, UK; Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK; Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands.
| | - Lindsay K Newbold
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
| | - Angela M Palacio-Cortés
- Zoology Department, Universidade Federal Do Paraná, Avenida Coronel Francisco H. Dos Santos, Jardim Das Americas, Curitiba, PR, 81531-981, Brazil
| | - David J Spurgeon
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
| | - M Glória Pereira
- Centre for Ecology and Hydrology, Library Avenue, Lancaster Environment Centre, Lancaster, Bailrigg, LA1 4AP, UK
| | - Heather Carter
- Centre for Ecology and Hydrology, Library Avenue, Lancaster Environment Centre, Lancaster, Bailrigg, LA1 4AP, UK
| | - Hyun S Gweon
- National Oceanography Centre, European Way, Southampton, SO14 SZH, UK; School of Biological Sciences, University of Reading, Reading, RG6 6UR, UK
| | - Martina G Vijver
- Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
| | - Mario Antonio Navarro da Silva
- Zoology Department, Universidade Federal Do Paraná, Avenida Coronel Francisco H. Dos Santos, Jardim Das Americas, Curitiba, PR, 81531-981, Brazil
| | - Elma Lahive
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
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30
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Kattge J, Bönisch G, Díaz S, Lavorel S, Prentice IC, Leadley P, Tautenhahn S, Werner GDA, Aakala T, Abedi M, Acosta ATR, Adamidis GC, Adamson K, Aiba M, Albert CH, Alcántara JM, Alcázar C C, Aleixo I, Ali H, Amiaud B, Ammer C, Amoroso MM, Anand M, Anderson C, Anten N, Antos J, Apgaua DMG, Ashman TL, Asmara DH, Asner GP, Aspinwall M, Atkin O, Aubin I, Baastrup-Spohr L, Bahalkeh K, Bahn M, Baker T, Baker WJ, Bakker JP, Baldocchi D, Baltzer J, Banerjee A, Baranger A, Barlow J, Barneche DR, Baruch Z, Bastianelli D, Battles J, Bauerle W, Bauters M, Bazzato E, Beckmann M, Beeckman H, Beierkuhnlein C, Bekker R, Belfry G, Belluau M, Beloiu M, Benavides R, Benomar L, Berdugo-Lattke ML, Berenguer E, Bergamin R, Bergmann J, Bergmann Carlucci M, Berner L, Bernhardt-Römermann M, Bigler C, Bjorkman AD, Blackman C, Blanco C, Blonder B, Blumenthal D, Bocanegra-González KT, Boeckx P, Bohlman S, Böhning-Gaese K, Boisvert-Marsh L, Bond W, Bond-Lamberty B, Boom A, Boonman CCF, Bordin K, Boughton EH, Boukili V, Bowman DMJS, Bravo S, Brendel MR, Broadley MR, Brown KA, Bruelheide H, Brumnich F, Bruun HH, Bruy D, Buchanan SW, Bucher SF, Buchmann N, Buitenwerf R, Bunker DE, Bürger J, Burrascano S, Burslem DFRP, Butterfield BJ, Byun C, Marques M, Scalon MC, Caccianiga M, Cadotte M, Cailleret M, Camac J, Camarero JJ, Campany C, Campetella G, Campos JA, Cano-Arboleda L, Canullo R, Carbognani M, Carvalho F, Casanoves F, Castagneyrol B, Catford JA, Cavender-Bares J, Cerabolini BEL, Cervellini M, Chacón-Madrigal E, Chapin K, Chapin FS, Chelli S, Chen SC, Chen A, Cherubini P, Chianucci F, Choat B, Chung KS, Chytrý M, Ciccarelli D, Coll L, Collins CG, Conti L, Coomes D, Cornelissen JHC, Cornwell WK, Corona P, Coyea M, Craine J, Craven D, Cromsigt JPGM, Csecserits A, Cufar K, Cuntz M, da Silva AC, Dahlin KM, Dainese M, Dalke I, Dalle Fratte M, Dang-Le AT, Danihelka J, Dannoura M, Dawson S, de Beer AJ, De Frutos A, De Long JR, Dechant B, Delagrange S, Delpierre N, Derroire G, Dias AS, Diaz-Toribio MH, Dimitrakopoulos PG, Dobrowolski M, Doktor D, Dřevojan P, Dong N, Dransfield J, Dressler S, Duarte L, Ducouret E, Dullinger S, Durka W, Duursma R, Dymova O, E-Vojtkó A, Eckstein RL, Ejtehadi H, Elser J, Emilio T, Engemann K, Erfanian MB, Erfmeier A, Esquivel-Muelbert A, Esser G, Estiarte M, Domingues TF, Fagan WF, Fagúndez J, Falster DS, Fan Y, Fang J, Farris E, Fazlioglu F, Feng Y, Fernandez-Mendez F, Ferrara C, Ferreira J, Fidelis A, Finegan B, Firn J, Flowers TJ, Flynn DFB, Fontana V, Forey E, Forgiarini C, François L, Frangipani M, Frank D, Frenette-Dussault C, Freschet GT, Fry EL, Fyllas NM, Mazzochini GG, Gachet S, Gallagher R, Ganade G, Ganga F, García-Palacios P, Gargaglione V, Garnier E, Garrido JL, de Gasper AL, Gea-Izquierdo G, Gibson D, Gillison AN, Giroldo A, Glasenhardt MC, Gleason S, Gliesch M, Goldberg E, Göldel B, Gonzalez-Akre E, Gonzalez-Andujar JL, González-Melo A, González-Robles A, Graae BJ, Granda E, Graves S, Green WA, Gregor T, Gross N, Guerin GR, Günther A, Gutiérrez AG, Haddock L, Haines A, Hall J, Hambuckers A, Han W, Harrison SP, Hattingh W, Hawes JE, He T, He P, Heberling JM, Helm A, Hempel S, Hentschel J, Hérault B, Hereş AM, Herz K, Heuertz M, Hickler T, Hietz P, Higuchi P, Hipp AL, Hirons A, Hock M, Hogan JA, Holl K, Honnay O, Hornstein D, Hou E, Hough-Snee N, Hovstad KA, Ichie T, Igić B, Illa E, Isaac M, Ishihara M, Ivanov L, Ivanova L, Iversen CM, Izquierdo J, Jackson RB, Jackson B, Jactel H, Jagodzinski AM, Jandt U, Jansen S, Jenkins T, Jentsch A, Jespersen JRP, Jiang GF, Johansen JL, Johnson D, Jokela EJ, Joly CA, Jordan GJ, Joseph GS, Junaedi D, Junker RR, Justes E, Kabzems R, Kane J, Kaplan Z, Kattenborn T, Kavelenova L, Kearsley E, Kempel A, Kenzo T, Kerkhoff A, Khalil MI, Kinlock NL, Kissling WD, Kitajima K, Kitzberger T, Kjøller R, Klein T, Kleyer M, Klimešová J, Klipel J, Kloeppel B, Klotz S, Knops JMH, Kohyama T, Koike F, Kollmann J, Komac B, Komatsu K, König C, Kraft NJB, Kramer K, Kreft H, Kühn I, Kumarathunge D, Kuppler J, Kurokawa H, Kurosawa Y, Kuyah S, Laclau JP, Lafleur B, Lallai E, Lamb E, Lamprecht A, Larkin DJ, Laughlin D, Le Bagousse-Pinguet Y, le Maire G, le Roux PC, le Roux E, Lee T, Lens F, Lewis SL, Lhotsky B, Li Y, Li X, Lichstein JW, Liebergesell M, Lim JY, Lin YS, Linares JC, Liu C, Liu D, Liu U, Livingstone S, Llusià J, Lohbeck M, López-García Á, Lopez-Gonzalez G, Lososová Z, Louault F, Lukács BA, Lukeš P, Luo Y, Lussu M, Ma S, Maciel Rabelo Pereira C, Mack M, Maire V, Mäkelä A, Mäkinen H, Malhado ACM, Mallik A, Manning P, Manzoni S, Marchetti Z, Marchino L, Marcilio-Silva V, Marcon E, Marignani M, Markesteijn L, Martin A, Martínez-Garza C, Martínez-Vilalta J, Mašková T, Mason K, Mason N, Massad TJ, Masse J, Mayrose I, McCarthy J, McCormack ML, McCulloh K, McFadden IR, McGill BJ, McPartland MY, Medeiros JS, Medlyn B, Meerts P, Mehrabi Z, Meir P, Melo FPL, Mencuccini M, Meredieu C, Messier J, Mészáros I, Metsaranta J, Michaletz ST, Michelaki C, Migalina S, Milla R, Miller JED, Minden V, Ming R, Mokany K, Moles AT, Molnár A, Molofsky J, Molz M, Montgomery RA, Monty A, Moravcová L, Moreno-Martínez A, Moretti M, Mori AS, Mori S, Morris D, Morrison J, Mucina L, Mueller S, Muir CD, Müller SC, Munoz F, Myers-Smith IH, Myster RW, Nagano M, Naidu S, Narayanan A, Natesan B, Negoita L, Nelson AS, Neuschulz EL, Ni J, Niedrist G, Nieto J, Niinemets Ü, Nolan R, Nottebrock H, Nouvellon Y, Novakovskiy A, Nystuen KO, O'Grady A, O'Hara K, O'Reilly-Nugent A, Oakley S, Oberhuber W, Ohtsuka T, Oliveira R, Öllerer K, Olson ME, Onipchenko V, Onoda Y, Onstein RE, Ordonez JC, Osada N, Ostonen I, Ottaviani G, Otto S, Overbeck GE, Ozinga WA, Pahl AT, Paine CET, Pakeman RJ, Papageorgiou AC, Parfionova E, Pärtel M, Patacca M, Paula S, Paule J, Pauli H, Pausas JG, Peco B, Penuelas J, Perea A, Peri PL, Petisco-Souza AC, Petraglia A, Petritan AM, Phillips OL, Pierce S, Pillar VD, Pisek J, Pomogaybin A, Poorter H, Portsmuth A, Poschlod P, Potvin C, Pounds D, Powell AS, Power SA, Prinzing A, Puglielli G, Pyšek P, Raevel V, Rammig A, Ransijn J, Ray CA, Reich PB, Reichstein M, Reid DEB, Réjou-Méchain M, de Dios VR, Ribeiro S, Richardson S, Riibak K, Rillig MC, Riviera F, Robert EMR, Roberts S, Robroek B, Roddy A, Rodrigues AV, Rogers A, Rollinson E, Rolo V, Römermann C, Ronzhina D, Roscher C, Rosell JA, Rosenfield MF, Rossi C, Roy DB, Royer-Tardif S, Rüger N, Ruiz-Peinado R, Rumpf SB, Rusch GM, Ryo M, Sack L, Saldaña A, Salgado-Negret B, Salguero-Gomez R, Santa-Regina I, Santacruz-García AC, Santos J, Sardans J, Schamp B, Scherer-Lorenzen M, Schleuning M, Schmid B, Schmidt M, Schmitt S, Schneider JV, Schowanek SD, Schrader J, Schrodt F, Schuldt B, Schurr F, Selaya Garvizu G, Semchenko M, Seymour C, Sfair JC, Sharpe JM, Sheppard CS, Sheremetiev S, Shiodera S, Shipley B, Shovon TA, Siebenkäs A, Sierra C, Silva V, Silva M, Sitzia T, Sjöman H, Slot M, Smith NG, Sodhi D, Soltis P, Soltis D, Somers B, Sonnier G, Sørensen MV, Sosinski EE, Soudzilovskaia NA, Souza AF, Spasojevic M, Sperandii MG, Stan AB, Stegen J, Steinbauer K, Stephan JG, Sterck F, Stojanovic DB, Strydom T, Suarez ML, Svenning JC, Svitková I, Svitok M, Svoboda M, Swaine E, Swenson N, Tabarelli M, Takagi K, Tappeiner U, Tarifa R, Tauugourdeau S, Tavsanoglu C, Te Beest M, Tedersoo L, Thiffault N, Thom D, Thomas E, Thompson K, Thornton PE, Thuiller W, Tichý L, Tissue D, Tjoelker MG, Tng DYP, Tobias J, Török P, Tarin T, Torres-Ruiz JM, Tóthmérész B, Treurnicht M, Trivellone V, Trolliet F, Trotsiuk V, Tsakalos JL, Tsiripidis I, Tysklind N, Umehara T, Usoltsev V, Vadeboncoeur M, Vaezi J, Valladares F, Vamosi J, van Bodegom PM, van Breugel M, Van Cleemput E, van de Weg M, van der Merwe S, van der Plas F, van der Sande MT, van Kleunen M, Van Meerbeek K, Vanderwel M, Vanselow KA, Vårhammar A, Varone L, Vasquez Valderrama MY, Vassilev K, Vellend M, Veneklaas EJ, Verbeeck H, Verheyen K, Vibrans A, Vieira I, Villacís J, Violle C, Vivek P, Wagner K, Waldram M, Waldron A, Walker AP, Waller M, Walther G, Wang H, Wang F, Wang W, Watkins H, Watkins J, Weber U, Weedon JT, Wei L, Weigelt P, Weiher E, Wells AW, Wellstein C, Wenk E, Westoby M, Westwood A, White PJ, Whitten M, Williams M, Winkler DE, Winter K, Womack C, Wright IJ, Wright SJ, Wright J, Pinho BX, Ximenes F, Yamada T, Yamaji K, Yanai R, Yankov N, Yguel B, Zanini KJ, Zanne AE, Zelený D, Zhao YP, Zheng J, Zheng J, Ziemińska K, Zirbel CR, Zizka G, Zo-Bi IC, Zotz G, Wirth C. TRY plant trait database - enhanced coverage and open access. Glob Chang Biol 2020; 26:119-188. [PMID: 31891233 DOI: 10.1111/gcb.14904] [Citation(s) in RCA: 472] [Impact Index Per Article: 118.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 09/12/2019] [Indexed: 05/17/2023]
Abstract
Plant traits-the morphological, anatomical, physiological, biochemical and phenological characteristics of plants-determine how plants respond to environmental factors, affect other trophic levels, and influence ecosystem properties and their benefits and detriments to people. Plant trait data thus represent the basis for a vast area of research spanning from evolutionary biology, community and functional ecology, to biodiversity conservation, ecosystem and landscape management, restoration, biogeography and earth system modelling. Since its foundation in 2007, the TRY database of plant traits has grown continuously. It now provides unprecedented data coverage under an open access data policy and is the main plant trait database used by the research community worldwide. Increasingly, the TRY database also supports new frontiers of trait-based plant research, including the identification of data gaps and the subsequent mobilization or measurement of new data. To support this development, in this article we evaluate the extent of the trait data compiled in TRY and analyse emerging patterns of data coverage and representativeness. Best species coverage is achieved for categorical traits-almost complete coverage for 'plant growth form'. However, most traits relevant for ecology and vegetation modelling are characterized by continuous intraspecific variation and trait-environmental relationships. These traits have to be measured on individual plants in their respective environment. Despite unprecedented data coverage, we observe a humbling lack of completeness and representativeness of these continuous traits in many aspects. We, therefore, conclude that reducing data gaps and biases in the TRY database remains a key challenge and requires a coordinated approach to data mobilization and trait measurements. This can only be achieved in collaboration with other initiatives.
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Affiliation(s)
- Jens Kattge
- Max Planck Institute for Biogeochemistry, Jena, Germany
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Sandra Díaz
- Consejo Nacional de Investigaciones Científicas y Técnicas, Instituto Multidisciplinario de Biología Vegetal (IMBIV), and Factulad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Sandra Lavorel
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Grenoble, France
| | | | - Paul Leadley
- Ecologie Systématique Evolution, CNRS, AgroParisTech, University of Paris-Sud, Université Paris-Saclay, Orsay, France
| | | | - Gijsbert D A Werner
- Department of Zoology, University of Oxford, Oxford, UK
- Balliol College, University of Oxford, Oxford, UK
| | | | - Mehdi Abedi
- Department of Range Management, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, Iran
| | | | - George C Adamidis
- Biodiversity Conservation Laboratory, Department of Environment, University of the Aegean, Mytilene, Greece
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
| | - Kairi Adamson
- Tartu Observatory, University of Tartu, Tartumaa, Estonia
| | - Masahiro Aiba
- Graduate School of Life Sciences, Tohoku University, Sendai, Japan
| | - Cécile H Albert
- Aix Marseille Univ, Univ Avignon, CNRS, IRD, IMBE, Marseille, France
| | | | | | - Izabela Aleixo
- National Institute of Amazonian Research (INPA), Manaus, Brazil
| | - Hamada Ali
- Botany Department, Faculty of Science, Suez Canal University, Ismailia, Egypt
| | | | - Christian Ammer
- Forest Sciences, University of Göttingen, Göttingen, Germany
- Centre for Biodiversity and Sustainable Land-use, University of Göttingen, Göttingen, Germany
| | - Mariano M Amoroso
- Instituto de Investigaciones en Recursos Naturales, Agroecología y Desarrollo Rural (IRNAD), Universidad Nacional de Río Negro, El Bolsón, Argentina
- Conicet-Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina
| | | | - Carolyn Anderson
- Pacific Northwest National Laboratory, Richland, WA, USA
- University of Massachusetts Amherst, Amherst, MA, USA
| | - Niels Anten
- Centre for Crop Systems Analysis, Wageningen University, Wageningen, The Netherlands
| | | | | | | | - Degi Harja Asmara
- Centre for Forest Research, Institute for Integrative Systems Biology, Université Laval, Quebec, QC, Canada
| | | | - Michael Aspinwall
- Department of Biology, University of North Florida, Jacksonville, FL, USA
| | - Owen Atkin
- ARC Centre for Excellence in Plant Energy Biology, Australian National University, Acton, ACT, Australia
| | - Isabelle Aubin
- Great Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, Sault Ste. Marie, ON, Canada
| | | | - Khadijeh Bahalkeh
- Department of Range Management, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, Iran
| | - Michael Bahn
- Department of Ecology, University of Innsbruck, Innsbruck, Austria
| | | | | | - Jan P Bakker
- Conservation Ecology, Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, Groningen, The Netherlands
| | - Dennis Baldocchi
- Department of Environmental Science, Policy and Management, University of California Berkeley, Berkeley, CA, USA
| | - Jennifer Baltzer
- Biology Department, Wilfrid Laurier University, Waterloo, ON, Canada
| | - Arindam Banerjee
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA
| | | | - Jos Barlow
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Diego R Barneche
- College of Life and Environmental Sciences, University of Exeter, Penryn, UK
| | - Zdravko Baruch
- School of Biological Sciences, The University of Adelaide, Adelaide, SA, Australia
| | - Denis Bastianelli
- CIRAD, UMR SELMET, Montpellier, France
- SELMET, CIRAD, INRA, Univ Montpellier, Montpellier SupAgro, France
| | - John Battles
- University of California at Berkeley, Berkeley, CA, USA
| | - William Bauerle
- Department of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, USA
| | - Marijn Bauters
- Department of Green Chemistry and Technology, Ghent University, Gent, Belgium
- Department of Environment, Ghent University, Gent, Belgium
| | - Erika Bazzato
- Department of Life and Environmental Sciences, Botany Division, University of Cagliari, Cagliari, Italy
| | - Michael Beckmann
- Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | | | | | - Renee Bekker
- Groningen Institute of Archaeology (GIA), University of Groningen, Groningen, The Netherlands
| | - Gavin Belfry
- Department of Biological Sciences, University of Tennessee, Knoxville, TN, USA
- Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
| | - Michael Belluau
- Département des Science, Université du Québec À Montréal, Montreal, QC, Canada
| | - Mirela Beloiu
- Department of Biogeography, University of Bayreuth, Bayreuth, Germany
| | | | | | - Mary Lee Berdugo-Lattke
- Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Bogota, Colombia
- Fundación Natura, Bogota, Colombia
| | - Erika Berenguer
- Environmental Change Institute, University of Oxford, Oxford, UK
| | - Rodrigo Bergamin
- Laboratório de Estudos em Vegetação Campestre (LEVCamp), Programa de Pós-Graduação em Botânica, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Joana Bergmann
- Institut für Biologie, Freie Universität Berlin, Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
| | - Marcos Bergmann Carlucci
- Laboratório de Ecologia Funcional de Comunidades (LABEF), Departamento de Botânica, Universidade Federal do Paraná, Curitiba, Brazil
| | - Logan Berner
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | | | | | - Anne D Bjorkman
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Chris Blackman
- PIAF, INRA, Université Clermont-Auvergne, Clermont-Ferrand, France
| | - Carolina Blanco
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Benjamin Blonder
- Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Dana Blumenthal
- USDA-ARS Rangeland Resources & Systems Research Unit, Fort Collins, CO, USA
| | - Kelly T Bocanegra-González
- Grupo de Investigación en Biodiversidad y Dinámica de Ecosistémas Tropicales - Universidad del Tolima, Ibagué, Colombia
| | - Pascal Boeckx
- Isotope Bioscience Laboratory - ISOFYS, Ghent University, Gent, Belgium
| | - Stephanie Bohlman
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL, USA
| | - Katrin Böhning-Gaese
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
- Department of Biological Sciences, Goethe Universität Frankfurt, Frankfurt am Main, Germany
| | - Laura Boisvert-Marsh
- Great Lakes Forestry Centre, Canadian Forest Service, Natural Resources Canada, Sault Ste. Marie, ON, Canada
| | - William Bond
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
- SAEON Fynbos Node, Claremont, South Africa
| | | | - Arnoud Boom
- School of Geography, Geology and Environment, University of Leicester, Leicester, UK
| | - Coline C F Boonman
- Department of Environmental Science, Institute for Water and Wetland Research, Radboud University, Nijmegen, The Netherlands
| | - Kauane Bordin
- Laboratório de Ecologia Vegetal (LEVEG), Programa de Pós-Graduação em Ecologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Vanessa Boukili
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
| | | | - Sandra Bravo
- Facultad de Ciencias Forestales, Universidad Nacional de Santiago del Estero, Santiago del Estero, Argentina
| | - Marco Richard Brendel
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | | | - Kerry A Brown
- Department of Geography and Geology, Kingston University, Kingston upon Thames, UK
| | - Helge Bruelheide
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Federico Brumnich
- Conicet-Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina
- Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral (FICH-UNL), Santa Fe, Argentina
| | - Hans Henrik Bruun
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - David Bruy
- AMAP, CIRAD, CNRS, IRD, INRA, Université de Montpellier, Montpellier, France
- AMAP, IRD, Herbier de Nouvelle-Calédonie, Nouméa, New Caledonia
| | | | | | | | - Robert Buitenwerf
- Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | | | - Jana Bürger
- Faculty of Agricultural and Environmental Sciences, University of Rostock, Rostock, Germany
| | | | | | - Bradley J Butterfield
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, USA
| | - Chaeho Byun
- School of Civil and Environmental Engineering, Yonsei University, Seoul, Korea
| | - Marcia Marques
- Departamento de Botânica, SCB, UFPR - Federal University of Parana, Curitiba, Brazil
| | - Marina C Scalon
- Centro Politécnico, Universidade Federal do Paraná, Curitiba, Brazil
| | - Marco Caccianiga
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milano, Italy
| | - Marc Cadotte
- University of Toronto Scarborough, Scarborough, ON, Canada
| | - Maxime Cailleret
- IRSTEA Aix-en-Provence, UMR RECOVER, Aix-Marseille University, Aix-en-Provence, France
- Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - James Camac
- Centre of Excellence for Bioscurity Risk Analysis, The University of Melbourne, Melbourne, Vic., Australia
| | | | | | - Giandiego Campetella
- School of Biosciences and Veterinary Medicine, Plant Diversity and Ecosystems Management Unit, University of Camerino, Camerino, Italy
| | - Juan Antonio Campos
- Department of Plant Biology and Ecology, University of the Basque Country UPV/EHU, Bilbao, Spain
| | - Laura Cano-Arboleda
- Fundación Natura, Bogota, Colombia
- Departamento de Geociencias y Medio Ambiente, Universidad Nacional de Colombia, Medellin, Colombia
| | - Roberto Canullo
- School of Biosciences and Veterinary Medicine, Plant Diversity and Ecosystems Management Unit, University of Camerino, Camerino, Italy
| | - Michele Carbognani
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Fabio Carvalho
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Fernando Casanoves
- CATIE-Centro Agronómico Tropical de Investigación y Enseñanza, Turrialba, Costa Rica
| | | | - Jane A Catford
- Department of Geography, King's College London, London, UK
| | | | - Bruno E L Cerabolini
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Marco Cervellini
- School of Biosciences and Veterinary Medicine, Plant Diversity and Ecosystems Management Unit, University of Camerino, Camerino, Italy
- BIGEA, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Bologna, Italy
| | | | | | - F Stuart Chapin
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Stefano Chelli
- School of Biosciences and Veterinary Medicine, Plant Diversity and Ecosystems Management Unit, University of Camerino, Camerino, Italy
| | | | - Anping Chen
- Department of Biology, Colorado State University, Fort Collins, CO, USA
| | - Paolo Cherubini
- WSL Swiss Federal Research Institute, Birmensdorf, Switzerland
- Faculty of Forestry, University of British Columbia, Vancouver, BC, Canada
| | | | - Brendan Choat
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | | | - Milan Chytrý
- Department of Botany and Zoology, Masaryk University, Brno, Czech Republic
| | | | - Lluís Coll
- Department of Agriculture and Forest Engineering (EAGROF), University of Lleida, Lleida, Spain
- Joint Research Unit CTFC - AGROTECNIO, Solsona, Spain
| | | | - Luisa Conti
- Faculty of Environmental Sciences, University of Life Sciences Prague, Praha-Suchdol, Czech Republic
- Institute of Botany, Czech Academy of Sciences, Třeboň, Czech Republic
| | - David Coomes
- Department of Plant Sciences, University of Cambridge, Cambridge, UK
| | - Johannes H C Cornelissen
- Systems Ecology, Department of Ecological Science, Vrije Universiteit, Amsterdam, The Netherlands
| | - William K Cornwell
- School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | | | - Marie Coyea
- Faculté de foresterie, de géographie et de géomatique, Université Laval, Quebec, QC, Canada
| | | | - Dylan Craven
- Centro de Modelación y Monitoreo de Ecosistemas, Universidad Mayor, Santiago, Chile
| | - Joris P G M Cromsigt
- Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, Umeå, Sweden
- Centre for African Conservation Ecology, Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa
| | | | - Katarina Cufar
- Biotechnical Faculty, University of Ljubljana, Ljubljana, Slovenia
| | - Matthias Cuntz
- Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, France
| | | | - Kyla M Dahlin
- Department of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, MI, USA
| | - Matteo Dainese
- Eurac Research, Institute for Alpine Environment, Bozen-Bolzano, Italy
| | - Igor Dalke
- Institute of Biology of Komi Science Centre of the Ural Branch of the Russian Academy of Sciences, Syktyvkar, Komi Republic, Russia
| | - Michele Dalle Fratte
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Anh Tuan Dang-Le
- University of Science - Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Jirí Danihelka
- Department of Botany and Zoology, Masaryk University, Brno, Czech Republic
- Institute of Botany, Czech Academy of Sciences, Třeboň, Czech Republic
| | - Masako Dannoura
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
- Graduate School of Global Environmental Studies, Kyoto University, Kyoto, Japan
| | - Samantha Dawson
- Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Arend Jacobus de Beer
- Department of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa
| | - Angel De Frutos
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Jonathan R De Long
- Department of Terrestrial Ecology, Netherlands Institute of Ecology, Wageningen, The Netherlands
| | - Benjamin Dechant
- Department Computational Landscape Ecology, UFZ - Helmholtz Centre for Environmental Research, Leipzig, Germany
- Department Computational Hydrosystems, UFZ - Helmholtz Centre for Environmental Research, Leipzig, Germany
- Department of Landscape Architecture and Rural Systems Engineering, Seoul National University, Seoul, Republic of Korea
| | - Sylvain Delagrange
- Institute of Temperate Forest Sciences (ISFORT), Ripon, QC, Canada
- UQO, Department of Natural Sciences, Ripon, QC, Canada
| | - Nicolas Delpierre
- Ecologie Systématique Evolution, CNRS, AgroParisTech, University of Paris-Sud, Université Paris-Saclay, Orsay, France
| | - Géraldine Derroire
- Cirad, UMR EcoFoG (Agroparistech, CNRS, INRA, Université des Antilles, Université de la Guyane), Kourou, French Guiana, France
| | - Arildo S Dias
- Institut für Physische Geographie, Biogeography and Biodiversity Lab, Goethe-Universität Frankfurt, Frankfurt am Main, Germany
| | | | | | - Mark Dobrowolski
- Iluka Resources, Perth, WA, Australia
- School of Biological Sciences, The University of Western Australia, Perth, WA, Australia
| | - Daniel Doktor
- Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
| | - Pavel Dřevojan
- Department of Botany and Zoology, Masaryk University, Brno, Czech Republic
| | - Ning Dong
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia
| | | | - Stefan Dressler
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
| | - Leandro Duarte
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Emilie Ducouret
- Cirad, UMR EcoFoG (Agroparistech, CNRS, INRA, Université des Antilles, Université de la Guyane), Kourou, French Guiana, France
| | - Stefan Dullinger
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Walter Durka
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
| | - Remko Duursma
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | - Olga Dymova
- Institute of Biology of Komi Science Centre of the Ural Branch of the Russian Academy of Sciences, Syktyvkar, Komi Republic, Russia
| | - Anna E-Vojtkó
- Institute of Botany, Czech Academy of Sciences, Třeboň, Czech Republic
- Department of Botany, Faculty of Sciences, University of South Bohemia, Ceske Budejovice, Czech Republic
| | - Rolf Lutz Eckstein
- Department of Environmental and Life Sciences - Biology, Karlstad University, Karlstad, Sweden
| | - Hamid Ejtehadi
- Quantitative Plant Ecology and Biodiversity Research Laboratory, Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | - James Elser
- Flathead Lake Biological Station, University of Montana, Polson, MT, USA
- School of Sustainability, Arizona State University, Tempe, AZ, USA
| | - Thaise Emilio
- Programa Nacional de Pós-Doutorado (PNPD), Programa de Pós Graduação em Ecologia, Institute of Biology, University of Campinas UNICAMP, Brazil
| | - Kristine Engemann
- Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Mohammad Bagher Erfanian
- Quantitative Plant Ecology and Biodiversity Research Laboratory, Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Alexandra Erfmeier
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute for Ecosystem Research/Geobotany, Kiel University, Kiel, Germany
| | - Adriane Esquivel-Muelbert
- School of Geography, University of Leeds, Leeds, UK
- School of Geography, Earth and Environmental Sciences - University of Birmingham, Birmingham, UK
| | - Gerd Esser
- Institute for Plant Ecology, Justus Liebig University, Giessen, Germany
| | - Marc Estiarte
- Spanish National Research Council - CSIC, Catalonia, Spain
- CREAF, Catalonia, Spain
| | | | | | - Jaime Fagúndez
- Campus da Zapateira, University of A Coruña, A Coruña, Spain
| | - Daniel S Falster
- Evolution & Ecology Research Centre, and School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Ying Fan
- Rutgers University, Piscataway, NJ, USA
| | | | - Emmanuele Farris
- Department of Chemistry and Pharmacy, University of Sassari, Sassari, Italy
| | - Fatih Fazlioglu
- Faculty of Arts and Sciences, Molecular Biology and Genetics, Ordu University, Ordu, Turkey
| | - Yanhao Feng
- State Key Laboratory of Grassland Agro-ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Fernando Fernandez-Mendez
- Grupo de Investigación en Biodiversidad y Dinámica de Ecosistémas Tropicales - Universidad del Tolima, Ibagué, Colombia
- Centro Forestal Tropical Bajo Calima, Universidad del Tolima, Buenaventura, Colombia
| | | | | | - Alessandra Fidelis
- Instituto de Biociências, Laboratory of Vegetation Ecology, Universidade Estadual Paulista (UNESP), Rio Claro, Brazil
| | - Bryan Finegan
- CATIE-Centro Agronómico Tropical de Investigación y Enseñanza, Turrialba, Costa Rica
| | - Jennifer Firn
- Queensland University of Technology (QUT), Brisbane, Australia
| | | | - Dan F B Flynn
- Arnold Arboretum of Harvard University, Boston, MA, USA
| | - Veronika Fontana
- Eurac Research, Institute for Alpine Environment, Bozen-Bolzano, Italy
| | - Estelle Forey
- Laboratoire ECODIV URA, IRSTEA/EA 1293, Normandie Université, UFR ST, Université de Rouen, Mont Saint-Aignan, France
| | - Cristiane Forgiarini
- Department of Botany, Biosciences Institute, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Louis François
- Unit of Research SPHERES, University of Liège, Liège, Belgium
| | - Marcelo Frangipani
- University of Guelph, Guelph, ON, Canada
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | - Grégoire T Freschet
- Theoretical and Experimental Ecology Station, CNRS, Paul Sabatier University Toulouse, Moulis, France
| | - Ellen L Fry
- School of Earth and Environment Science, University of Manchester, Manchester, UK
| | - Nikolaos M Fyllas
- Biodiversity Conservation Laboratory, Department of Environment, University of the Aegean, Mytilene, Greece
| | - Guilherme G Mazzochini
- Department of Plant Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Sophie Gachet
- Aix Marseille Univ, Univ Avignon, CNRS, IRD, IMBE, Marseille, France
| | - Rachael Gallagher
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia
| | - Gislene Ganade
- Universidade Federal do Rio Grande do Norte - UFRN, Natal, RN, Brazil
| | - Francesca Ganga
- Department of Life and Environmental Sciences, Botany Division, University of Cagliari, Cagliari, Italy
| | - Pablo García-Palacios
- Departamento de Biología y Geología, Física y Química Inorgánica y Analítica, Universidad Rey Juan Carlos, Móstoles, Spain
| | - Verónica Gargaglione
- Instituto Nacional de Tecnología Agropecuaria, Consejo Nacional de Invetigaciones Científicas y Técnicas, Universidad Nacional de La Patagonia Austral, Río Gallegos, Argentina
| | - Eric Garnier
- UMR 5175 CEFE, Univ. Montpellier, CNRS, EPHE, IRD, Univ. Paul Valéry, Montpellier, France
| | - Jose Luis Garrido
- Estación Experimental del Zaidín, Consejo Superior de Investigaciones Científicas, Granada, Spain
- Estación Biológica de Doñana, Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | | | | | - David Gibson
- School of Biological Sciences, Southern Illinois University Carbondale, Carbondale, IL, USA
| | | | - Aelton Giroldo
- Instituto Federal de Educação Ciência e Tecnologia do Ceará, Crateús, Brazil
| | | | - Sean Gleason
- Water Management and Systems Research Unit, United States Department of Agriculture, Agricultural Research Service, Fort Collins, CO, USA
| | - Mariana Gliesch
- Institute of Integrative Biology, ETH Zürich (Swiss Federal Institute of Technology), Zürich, Switzerland
| | - Emma Goldberg
- Department of Ecology, Evolution & Behavior, University of Minnesota, Minneapolis, MN, USA
| | - Bastian Göldel
- Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
| | | | | | - Andrés González-Melo
- Facultad de Ciencias Naturales y Matemáticas, Universidad del Rosario, Bogota, Colombia
| | - Ana González-Robles
- Departamento de Biología Animal, Biología Vegetal y Ecología, Universidad de Jaén, Jaén, Spain
| | | | - Elena Granda
- Department of Life Sciences, University of Alcalá, Alcala de Henares, Spain
| | | | - Walton A Green
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Thomas Gregor
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
| | - Nicolas Gross
- UCA, INRA, VetAgro Sup, UMR Ecosystème Prairial, Clermont-Ferrand, France
- Departamento de Biología y Geología, Física y Química Inorgánica, Escuela Superior de Ciencias Experimentales y Tecnología, Universidad Rey Juan Carlos, Móstoles, Spain
| | - Greg R Guerin
- School of Biological Sciences, The University of Adelaide, Adelaide, SA, Australia
| | | | - Alvaro G Gutiérrez
- Departamento de Ciencias Ambientales y Recursos Naturales Renovables, Facultad de Ciencias Agronómicas, Universidad de Chile, Santiago, Chile
| | - Lillie Haddock
- Pacific Northwest National Laboratory, Joint Global Change Research Institute, College Park, MD, USA
| | - Anna Haines
- The University of Manchester, Manchester, UK
| | - Jefferson Hall
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | | | - Wenxuan Han
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
- Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, China
- Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi, China
| | | | - Wesley Hattingh
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Joseph E Hawes
- Applied Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Cambridge, UK
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Tianhua He
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
- College of Science, Health, Engineering and Education, Murdoch University, Murdoch, WA, Australia
| | - Pengcheng He
- South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
| | | | - Aveliina Helm
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Stefan Hempel
- Institut für Biologie, Freie Universität Berlin, Berlin, Germany
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
| | - Jörn Hentschel
- Herbarium Haussknecht, Friedrich-Schiller-Universität Jena, Jena, Germany
| | - Bruno Hérault
- Cirad, Université de Montpellier, Montpellier, France
- Institut National Polytehcnique Félix Houphouet-Boigny, INP-HB, Yamoussoukro, Ivory Coast
| | - Ana-Maria Hereş
- Department of Forest Sciences, Transilvania University of Brasov, Brasov, Romania
- BC3 - Basque Centre for Climate Change, Scientific Campus of the University of the Basque Country, Leioa, Spain
| | - Katharina Herz
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
| | | | - Thomas Hickler
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
- Department of Physical Geography, Goethe University, Frankfurt am Main, Germany
| | - Peter Hietz
- Institute of Botany, University of Natural Resources and Life Sciences, Vienna, Austria
| | | | - Andrew L Hipp
- The Morton Arboretum, Lisle, IL, USA
- The Field Museum, Chicago, IL, USA
| | | | - Maria Hock
- Institute for Ecosystem Research/Geobotany, Kiel University, Kiel, Germany
| | - James Aaron Hogan
- Department of Biological Sciences, Florida International University, Miami, FL, USA
- Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, TN
| | - Karen Holl
- University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Olivier Honnay
- Plant Conservation and Population Biology, Department of Biology, KU Leuven, Leuven, Belgium
- Division of Ecology, Evolution and Biodiversity Conservation, Heverlee, Belgium
| | | | - Enqing Hou
- South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
| | - Nate Hough-Snee
- Four Peaks Environmental Science and Data Solutions, Wenatchee, WA, USA
| | - Knut Anders Hovstad
- Department of Landscape and Biodiversity, Norwegian Institute of Bioeconomy Research (NIBIO), Ås, Norway
| | | | - Boris Igić
- University of Illinois at Chicago, Chicago, IL, USA
| | - Estela Illa
- Department of Evolutionary Biology, Ecology and Environmental Sciences, Biodiversity Research Institute (IRBio), Universitat de Barcelona, Barcelona, Spain
| | | | - Masae Ishihara
- Ashiu Forest Research Station, Field Science Education and Research Center, Kyoto University, Kyoto, Japan
| | - Leonid Ivanov
- Institute Botanic Garden, Ural Branch of the Russian Academy of Sciences, Ekaterinburg, Russia
- Tyumen State University, Tyumen, Russia
| | - Larissa Ivanova
- Institute Botanic Garden, Ural Branch of the Russian Academy of Sciences, Ekaterinburg, Russia
- Tyumen State University, Tyumen, Russia
| | | | - Jordi Izquierdo
- Barcelona School of Agricultural Engineering, Universitat Politècnica de Catalunya, Catalonia, Spain
| | - Robert B Jackson
- Earth System Science Department, Stanford University, Stanford, CA, USA
| | - Benjamin Jackson
- Global Academy of Agriculture and Food Security, University of Edinburgh, Midlothian, Scotland
| | | | - Andrzej M Jagodzinski
- Institute of Dendrology, Polish Academy of Sciences, Kornik, Poland
- Department of Game Management and Forest Protection, Faculty of Forestry, Poznan University of Life Sciences, Poznan, Poland
| | - Ute Jandt
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Steven Jansen
- Institute of Systematic Botany and Ecology, Ulm University, Ulm, Germany
| | - Thomas Jenkins
- Department of Zoology, University of Oxford, Oxford, UK
- Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
| | - Anke Jentsch
- BayCEER, Department of Disturbance Ecology, University of Bayreuth, Bayreuth, Germany
| | | | - Guo-Feng Jiang
- Plant Ecophysiology & Evolution Group, Guangxi Key Laboratory of Forest Ecology and Conservation, College of Forestry, Guangxi University, Nanning, Guangxi, PR China
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Guangxi University, Nanning, PR China
| | | | | | - Eric J Jokela
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL, USA
| | | | | | - Grant Stuart Joseph
- Department of Zoology, School of Mathematical and Natural Science, University of Venda, Thohoyandou, South Africa
- Department of Biological Sciences, DST/NRF Centre of Excellence, Percy FitzPatrick Institute of African Ornithology, University of Cape Town, Rondebosch, South Africa
| | - Decky Junaedi
- Cibodas Botanical Garden - Indonesian Institute of Sciences (LIPI), Jl. Kebun Raya Cibodas, Cipanas, Indonesia
- Centre of Excellence for Biosecurity Risk Analysis (CEBRA), School Of Biosciences, University of Melbourne, Parkville, Vic., Australia
| | - Robert R Junker
- Evolutionary Ecology of Plants, Department Biology, Philipps-University Marburg, Marburg, Germany
- Department of Bioscience, University Salzburg, Salzburg, Austria
| | - Eric Justes
- PERSYST Department, CIRAD, Montpellier Cedex 5, France
| | - Richard Kabzems
- BC Ministry Forest, Lands, Natural Resource Operations and Rural Development, Dawson Creek, BC, Canada
| | | | - Zdenek Kaplan
- Institute of Botany, The Czech Academy of Sciences, Prùhonice, Czech Republic
- Department of Botany, Faculty of Science, Charles University, Prague, Czech Republic
| | - Teja Kattenborn
- Institute of Geography and Geoecology, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | | | - Elizabeth Kearsley
- CAVElab - Computational and Applied Vegetation Ecology, Ghent University, Ghent, Belgium
| | - Anne Kempel
- Institute of Plant Sciences, Bern, Switzerland
| | - Tanaka Kenzo
- Forestry and Forest Products Research Institute, Tsukuba, Japan
| | | | - Mohammed I Khalil
- Department of Biology, University of Garmian, Kalar, Iraq
- School of Biological Sciences and Center for Ecology, Southern Illinois University Carbondale, Carbondale, IL, USA
| | - Nicole L Kinlock
- Department of Ecology and Evolution, State University of New York at Stony Brook, Stony Brook, NY, USA
| | - Wilm Daniel Kissling
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands
| | - Kaoru Kitajima
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
- University of Florida, Gainesville, FL, USA
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
| | - Thomas Kitzberger
- Instituto de Investigaciones en Biodiversidad y Medioambiente (INIBIOMA), CONICET, Bariloche, Argentina
- Departamento de Ecología, Universidad Nacional del Comahue, Bariloche, Argentina
| | - Rasmus Kjøller
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Tamir Klein
- Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Michael Kleyer
- Landscape Ecology Group, Institute of Biology and Environmental Sciences, University of Oldenburg, Oldenburg, Germany
| | - Jitka Klimešová
- Institute of Botany, Czech Academy of Sciences, Třeboň, Czech Republic
- Faculty of Sciences, Charles University, Praha, Czech Republic
| | - Joice Klipel
- Laboratório de Ecologia Vegetal (LEVEG), Programa de Pós-Graduação em Ecologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Brian Kloeppel
- Department of Geosciences and Natural Resources, Western Carolina University, Cullowhee, NC, USA
| | - Stefan Klotz
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Department of Community Ecology, Helmholtz Centre for Environmental Research-UFZ, Halle (Saale), Germany
| | - Johannes M H Knops
- Health and Environmental Sciences, Xi'an Jiaotong Liverpool University, Suzhou, Jiangsu, China
| | | | - Fumito Koike
- Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan
| | | | | | | | - Christian König
- Department of Geography, Humboldt University of Berlin, Berlin, Germany
- Biodiversity, Macroecology and Biogeography, University of Goettingen, Göttingen, Germany
| | - Nathan J B Kraft
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, USA
| | - Koen Kramer
- Wageningen University & Research, Wageningen, The Netherlands
- Land Life Company, Amsterdam, The Netherlands
| | - Holger Kreft
- Biodiversity, Macroecology and Biogeography, University of Goettingen, Göttingen, Germany
- Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Göttingen, Germany
| | - Ingolf Kühn
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
- Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Dushan Kumarathunge
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
- Plant Physiology Division, Coconut Research Institute of Sri Lanka, Lunuwila, Sri Lanka
| | - Jonas Kuppler
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Hiroko Kurokawa
- Forestry and Forest Products Research Institute, Tsukuba, Japan
| | | | - Shem Kuyah
- Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi, Kenya
| | - Jean-Paul Laclau
- CIRAD, UMR Eco&Sols, Montpellier, France
- Eco&Sols, CIRAD, INRA, IRD, SupAgro, University of Montpellier, Montpellier, France
| | - Benoit Lafleur
- Institut de recherche sur les forêts, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC, Canada
| | - Erik Lallai
- Department of Life and Environmental Sciences, Botany Division, University of Cagliari, Cagliari, Italy
| | - Eric Lamb
- Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Andrea Lamprecht
- GLORIA-Coordination, Institute for Interdisciplinary Mountain Research, Austrian Academy of Sciences & Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Daniel J Larkin
- Department of Fisheries, Wildlife and Conservation Biology, University of Minnesota, St. Paul, MN, USA
| | | | | | - Guerric le Maire
- CIRAD, UMR Eco&Sols, Montpellier, France
- Eco&Sols, CIRAD, INRA, IRD, SupAgro, University of Montpellier, Montpellier, France
| | - Peter C le Roux
- Department of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa
| | | | - Tali Lee
- University of Wisconsin Eau Claire, Eau Claire, WI, USA
| | - Frederic Lens
- Naturalis Biodiversity Center, Leiden, The Netherlands
| | - Simon L Lewis
- School of Geography, University of Leeds, Leeds, UK
- Department of Geography, University College London, London, UK
| | | | - Yuanzhi Li
- Sun Yat-sen University, Guangzhou, China
| | - Xine Li
- Yangzhou University, Yangzhou, Jiangsu, China
| | | | | | - Jun Ying Lim
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands
| | - Yan-Shih Lin
- Macquarie University, North Ryde, NSW, Australia
| | | | - Chunjiang Liu
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, P. R. China
- Shanghai Urban Forest Ecosystem Research Station, National Forestry and Grassland Administration, Shanghai, P.R. China
| | - Daijun Liu
- School of Geography, Earth and Environmental Sciences - University of Birmingham, Birmingham, UK
| | | | | | - Joan Llusià
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Madelon Lohbeck
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
- World Agroforestry (ICRAF), Nairobi, Kenya
| | - Álvaro López-García
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
- Dept. Animal Biology, Plant Biology and Ecology, University of Jaén, Jaén, Spain
| | | | - Zdeňka Lososová
- Department of Botany and Zoology, Masaryk University, Brno, Czech Republic
| | - Frédérique Louault
- UCA, INRA, VetAgro Sup, UMR Ecosystème Prairial, Clermont-Ferrand, France
| | - Balázs A Lukács
- Department for Tisza River Research, MTA Centre for Ecological Research, DRI, Debrecen, Hungary
| | - Petr Lukeš
- Global Change Research Institute AS CR, Brno, Czech Republic
| | - Yunjian Luo
- Department of Ecology, School of Horticulture and Plant Protection, Yangzhou University, Yangzhou, China
- State Key Laboratory of Urban and Regional Ecology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
| | - Michele Lussu
- Department of Life and Environmental Sciences, Botany Division, University of Cagliari, Cagliari, Italy
| | - Siyan Ma
- University of California at Berkeley, Berkeley, CA, USA
| | | | - Michelle Mack
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, USA
| | - Vincent Maire
- Université du Québec à Trois-Rivières, Trois-Rivières, Canada
| | - Annikki Mäkelä
- Institute of Atmospheric and Earth System Research (INAR), University of Helsinki, Helsinki, Finland
| | | | | | - Azim Mallik
- Lakehead University, Thunder Bay, ON, Canada
| | - Peter Manning
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
| | - Stefano Manzoni
- Department of Physical Geography, Stockholm University, Stockholm, Sweden
- Bolin Centre for Climate Research, Stockholm, Sweden
| | - Zuleica Marchetti
- Conicet-Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina
- Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral (FICH-UNL), Santa Fe, Argentina
| | - Luca Marchino
- CREA - Research Centre for Forestry and Wood, Arezzo, Italy
| | | | - Eric Marcon
- Cirad, UMR EcoFoG (Agroparistech, CNRS, INRA, Université des Antilles, Université de la Guyane), Kourou, French Guiana, France
| | - Michela Marignani
- Department of Life and Environmental Sciences, Botany Division, University of Cagliari, Cagliari, Italy
| | | | - Adam Martin
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, ON, Canada
| | - Cristina Martínez-Garza
- Centro de Investigación en Biodiversidad y Conservación, Universidad Autónoma del Estado de Morelos, Morelos, Mexico
| | | | - Tereza Mašková
- Faculty of Sciences, Charles University, Praha, Czech Republic
| | - Kelly Mason
- Centre for Ecology & Hydrology, Lancaster Environment Centre, Lancaster, UK
| | - Norman Mason
- Manaaki Whenua - Landcare Research, Hamilton, New Zealand
| | - Tara Joy Massad
- Department of Scientific Services, Gorongosa National Park, Beira, Sofala Province, Mozambique
| | - Jacynthe Masse
- Institut de recherche en biologie végétale, Montréal, QC, Canada
- Université de Montréal, Montréal, QC, Canada
| | - Itay Mayrose
- School of Plant Sciences and Food Security, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel
| | - James McCarthy
- School of Biological Sciences, The University of Queensland, Brisbane, Qld, Australia
- CSIRO, Canberra, ACT, Australia
- Manaaki Whenua - Landcare Research, Lincoln, New Zealand
| | | | | | - Ian R McFadden
- Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, USA
| | | | - Mara Y McPartland
- Department of Geography, Environment & Society, University of Minnesota, Minneapolis, MN, USA
| | | | - Belinda Medlyn
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | | | - Zia Mehrabi
- Institute for Resources Environment and Sustainability, University of British Columbia, Vancouver, BC, Canada
| | - Patrick Meir
- Research School of Biology, The Australian National University, Canberra, ACT, Australia
- School of Geosciences, The University of Edinburgh, Edinburgh, UK
| | | | | | | | - Julie Messier
- Department of Biology, University of Waterloo, Waterloo, ON, Canada
| | - Ilona Mészáros
- Department of Botany, Faculty of Science and Technology, University of Debrecen, Debrecen, Hungary
| | - Juha Metsaranta
- Natural Resources Canada, Canadian Forest Service, Northern Forestry Centre, Edmonton, AB, Canada
| | - Sean T Michaletz
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Chrysanthi Michelaki
- Biodiversity Conservation Laboratory, Department of Environment, University of the Aegean, Mytilene, Greece
| | - Svetlana Migalina
- Institute Botanic Garden, Ural Branch of the Russian Academy of Sciences, Ekaterinburg, Russia
- Tyumen State University, Tyumen, Russia
| | | | | | - Vanessa Minden
- Institute of Biology and Environmental Sciences, University of Oldenburg, Oldenburg, Germany
- Department of Biology, Vrije Universiteit Brussel, Brussels, Belgium
| | - Ray Ming
- University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA
| | | | - Angela T Moles
- Evolution & Ecology Research Centre, and School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Attila Molnár
- Department of Botany, University of Debrecen, Hungary
| | | | - Martin Molz
- Fundação Zoobotânica do Rio Grande do Sul, Porto Allegre, Brazil
| | | | - Arnaud Monty
- Gembloux Agro-Bio Tech, Biodiversity and landscape, University of Liège, Belgium
| | - Lenka Moravcová
- Department of Invasion Ecology, Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic
| | - Alvaro Moreno-Martínez
- Numerical Terradynamic Simulation Group (NTSG), College of Forestry and Conservation, University of Montana, Missoula, USA
| | - Marco Moretti
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Akira S Mori
- Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama, Japan
| | | | - Dave Morris
- Ontario Ministry of Natural Resources and Forestry, Centre for Northern Forest Ecosystem Research, Thunder Bay, ON, Canada
| | - Jane Morrison
- Universitat Politècnica de Catalunya, Castelldefels, Spain
| | - Ladislav Mucina
- Harry Butler Institute, Murdoch University, Perth, WA, Australia
- Dept of Geography & Environmental Studies, Stellenbosch University, Matieland, Stellenbosch, South Africa
| | - Sandra Mueller
- Geobotany, Faculty of Biology, University of Freiburg, Freiburg im Breisgau, Germany
| | | | - Sandra Cristina Müller
- Laboratório de Ecologia Vegetal, Departamento de Ecologia, Programa de Pós-Graduação em Ecologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - François Munoz
- Laboratoire d'Ecologie Alpine, Université Grenoble-Alpes, Grenoble Cedex 9, France
- French Institute of Pondicherry, Puducherry, India
| | | | - Randall W Myster
- Biology Department, Oklahoma State University, Oklahoma, OK, USA
| | | | - Shawna Naidu
- University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA
| | - Ayyappan Narayanan
- Department of Ecology, French Institute of Pondicherry, Pondicherry, India
| | | | - Luka Negoita
- Galápagos Verde 2050, Charles Darwin Foundation, Charles Darwin Research Station, Galapagos, Ecuador
| | - Andrew S Nelson
- Forest, Rangeland, and Fire Sciences Department, University of Idaho, Moscow, ID, USA
| | - Eike Lena Neuschulz
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
| | - Jian Ni
- College of Chemistry and Life Sciences, Zhejiang Normal University, Jinhua, China
| | - Georg Niedrist
- Eurac Research, Institute for Alpine Environment, Bozen-Bolzano, Italy
| | - Jhon Nieto
- Instituto de Investigación de Recursos Biológicos Alexander von Humboldt, Bogota, Colombia
- Universidad Distrital Francisco José de Caldas, Bogota, Colombia
| | - Ülo Niinemets
- Estonian University of Life Sciences, Tartu, Estonia
| | - Rachael Nolan
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | | | - Yann Nouvellon
- CIRAD, UMR Eco&Sols, Montpellier, France
- Eco&Sols, CIRAD, INRA, IRD, SupAgro, University of Montpellier, Montpellier, France
| | - Alexander Novakovskiy
- Institute of Biology of Komi Science Centre of the Ural Branch of the Russian Academy of Sciences, Syktyvkar, Komi Republic, Russia
| | - Kristin Odden Nystuen
- Faculty of Biosciences and Aquaculture, NORD University, Steinkjer, Norway
- Department of Biology, Norwegian University of Science and Technology, NTNU, Trondheim, Norway
| | | | - Kevin O'Hara
- University of California at Berkeley, Berkeley, CA, USA
| | | | - Simon Oakley
- Centre for Ecology & Hydrology, Lancaster Environment Centre, Lancaster, UK
| | | | | | - Ricardo Oliveira
- Departamento de Botânica, Universidade Federal do Paraná, Curitiba, Brazil
| | - Kinga Öllerer
- Institute of Biology Bucharest, Romanian Academy, Bucharest, Romania
- Institute of Ecology and Botany, MTA Centre for Ecological Research, Vácrátót, Hungary
| | - Mark E Olson
- Instituto de Biología, Tercer Circuito s/n de Ciudad Universitaria, Mexico City, Mexico
- Universidad Nacional Autónoma de México, Coyoacán, Mexico
| | - Vladimir Onipchenko
- Department of Ecology and Plant Geography, Faculty of Biology, Moscow Lomonosov State University, Moscow, Russia
| | | | - Renske E Onstein
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Jenny C Ordonez
- Facultad de Ingeniería Agroindustrial, Universidad de las Américas, Quito, Equador
| | | | - Ivika Ostonen
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | | | - Sarah Otto
- Department of Zoology, University of British Columbia, Vancouver, BC, Canada
| | | | - Wim A Ozinga
- Wageningen Environmental Research, Wageningen, The Netherlands
| | - Anna T Pahl
- Restoration Ecology, Technische Universität München, München, Germany
| | | | | | | | | | | | - Marco Patacca
- Wageningen University & Research, Wageningen, The Netherlands
| | - Susana Paula
- Instituto de Ciencias Ambientales y Evolutivas, Universidad Austral de Chile, Valdivia, Chile
| | - Juraj Paule
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
| | - Harald Pauli
- GLORIA-Coordination, Institute for Interdisciplinary Mountain Research, Austrian Academy of Sciences & Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Juli G Pausas
- Desertification Research Center (CIDE-CSIC), Valencia, Spain
| | - Begoña Peco
- Departamento de Ecología, Centro de Investigación en Biodiversidad y Cambio Global (CIBC), Universidad Autónoma de Madrid, Madrid, Spain
| | - Josep Penuelas
- CREAF, Catalonia, Spain
- Global Ecology Unit CREAF-CSIC, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Pablo Luis Peri
- Instituto Nacional de Tecnología Agropecuaria (INTA), Río Gallegos, Santa Cruz, Argentina
- Universidad Nacional de la Patagonia Austral (UNPA), CONICET, Rio Gallegos, Argentina
| | | | - Alessandro Petraglia
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Any Mary Petritan
- National Institute for Research-Development in Forestry, Voluntari, Romania
| | | | - Simon Pierce
- Department of Agricultural and Environmental Sciences (DiSAA), University of Milan, Milano, Italy
| | - Valério D Pillar
- Department of Ecology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Jan Pisek
- Tartu Observatory, University of Tartu, Tartumaa, Estonia
| | | | - Hendrik Poorter
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia
- Plant Sciences (IBG2), Forschungszentrum Jülich GmbH, Jülich, Germany
| | | | - Peter Poschlod
- Ecology and Conservation Biology, Institute of Plant Sciences, University of Regensburg, Regensburg, Germany
| | | | | | - A Shafer Powell
- Environmental Sciences Division & Climate Change Science Institute, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Sally A Power
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | - Andreas Prinzing
- Research Unit ECOBIO - Ecosystèmes, Biodiversité, Evolution, Université Rennes 1/CNRS, Rennes, France
| | | | - Petr Pyšek
- Department of Invasion Ecology, Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic
- Department of Ecology, Faculty of Science, Charles University, Prague, Czech Republic
| | - Valerie Raevel
- AMAP, CIRAD, CNRS, IRD, INRA, Université de Montpellier, Montpellier, France
- French Institute of Pondicherry, Puducherry, India
- CEFE, CNRS, EPHE, Université de Montpellier, Université Paul Valéry, Montpellier, France
| | - Anja Rammig
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany
| | | | - Courtenay A Ray
- Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | | | - Douglas E B Reid
- Ontario Ministry of Natural Resources and Forestry, Centre for Northern Forest Ecosystem Research, Thunder Bay, ON, Canada
| | | | - Victor Resco de Dios
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
- Department of Crop and Forest Sciences & Agrotecnio Center, Universitat de Lleida, Lleida, Spain
| | | | | | | | - Matthias C Rillig
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
- Freie Universität Berlin, Berlin, Germany
| | - Fiamma Riviera
- The University of Western Australia, Crawley, WA, Australia
| | - Elisabeth M R Robert
- Centre for Ecological Research and Forestry Applications (CREAF), Cerdanyola del Vallès, Spain
- Ecology and Biodiversity, Vrije Universiteit Brussel, Brussels, Belgium
- Laboratory of Wood Biology and Xylarium, Royal Museum for Central-Africa (RMCA), Tervuren, Belgium
| | - Scott Roberts
- Department of Forestry, Mississippi State University, Starkville, MS, USA
| | - Bjorn Robroek
- School of Biological Sciences, University of Southampton, Southampton, UK
- Aquatic Ecology and Environmental Biology, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Adam Roddy
- School of Forestry & Environmental Studies, Yale University, New Haven, CT, USA
| | - Arthur Vinicius Rodrigues
- Programa de pós-graduação em Ecologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
| | - Alistair Rogers
- Environmental and Climate Sciences Department, Brookhaven National Laboratory, NY, Upton, USA
| | - Emily Rollinson
- Department of Biological Sciences, East Stroudsburg University, East Stroudsburg, PA, USA
| | - Victor Rolo
- Forest Research Group, INDEHESA, University of Extremadura, Plasencia, Spain
| | - Christine Römermann
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Ecology and Evolution, Friedrich Schiller University Jena, Jena, Germany
| | - Dina Ronzhina
- Institute Botanic Garden, Ural Branch of the Russian Academy of Sciences, Ekaterinburg, Russia
- Tyumen State University, Tyumen, Russia
| | - Christiane Roscher
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Physiological Diversity, Helmholtz Centre for Environmental Research (UFZ), Leipzig, Germany
| | - Julieta A Rosell
- Laboratorio Nacional de Ciencias de la Sostenibilidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad Universitaria, Mexico City, Mexico
| | | | - Christian Rossi
- Remote Sensing Laboratories, Department of Geography, University of Zurich, Zurich, Switzerland
- Research Unit Community Ecology, Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Department of Research and Geoinformation, Swiss National Park, Chastè Planta-Wildenberg, Zernez, Switzerland
| | - David B Roy
- Centre for Ecology & Hydrology (CEH), Wallingford, Oxfordshire, UK
| | | | - Nadja Rüger
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | - Ricardo Ruiz-Peinado
- Departamento de Dinamica y Gestion Forestal, INIA-CIFOR, Madrid, Spain
- Sustainable Forest Management Research Institute, University of Valladolid-INIA, Madrid, Spain
| | - Sabine B Rumpf
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | | | - Masahiro Ryo
- Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
- Freie Universität Berlin, Berlin, Germany
| | - Lawren Sack
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, USA
| | - Angela Saldaña
- Universidad Nacional Autónoma de México, Coyoacán, Mexico
| | | | | | - Ignacio Santa-Regina
- Instituto de Recursos Naturales y Agrobiología de Salamanca (IRNASA-CSIC), Salamanca, Spain
| | - Ana Carolina Santacruz-García
- Conicet-Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina
- Facultad de Ciencias Forestales, Universidad Nacional de Santiago del Estero, Santiago del Estero, Argentina
| | - Joaquim Santos
- Centre for Functional Ecology, Departamento de Ciências da Vida, Universidade de Coimbra, Coimbra, Portugal
| | - Jordi Sardans
- Global Ecology Unit CREAF-CSIC, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | | | - Matthias Schleuning
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
| | - Bernhard Schmid
- Department of Geography, University of Zurich, Zürich, Switzerland
| | - Marco Schmidt
- Senckenberg Biodiversität und Klima Forschungszentrum (SBiK-F), Frankfurt, Germany
- Palmengarten der Stadt Frankfurt am Main, Frankfurt, Germany
| | | | - Julio V Schneider
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
- Entomology III, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
| | - Simon D Schowanek
- Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Julian Schrader
- Biodiversity, Macroecology and Biogeography, University of Goettingen, Göttingen, Germany
| | | | - Bernhard Schuldt
- Julius-von-Sachs-Institute for Biological Sciences, Chair of Ecophysiology and Vegetation Ecology, University of Wuerzburg, Wuerzburg, Germany
| | - Frank Schurr
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | | | - Marina Semchenko
- Department of Earth and Environmental Sciences, University of Manchester, Manchester, UK
| | - Colleen Seymour
- South African National Biodiversity Institute, Pretoria, South Africa
| | - Julia C Sfair
- Federal University of Pernambuco, Recife, PE, Brazil
| | | | - Christine S Sheppard
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | | | - Satomi Shiodera
- Research Institute for Humanity and Nature, Kyoto, Japan
- Center for Southeast Asian Studies, Kyoto University, Kyoto, Japan
| | - Bill Shipley
- Université de Sherbrooke, Sherbrooke, QC, Canada
| | | | | | - Carlos Sierra
- Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Vasco Silva
- Centre for Applied Ecology "Professor Baeta Neves" (CEABN), School of Agriculture, University of Lisbon, Lisbon, Portugal
| | - Mateus Silva
- Department of Biology, Federal University of Lavras, Lavras, MG, Brazil
| | - Tommaso Sitzia
- Department Land, Environment, Agriculture and Forestry, Università degli Studi di Padova, Padua, Italy
| | - Henrik Sjöman
- Department of Landscape Architecture, Planning and Management, Swedish University of Agricultural Sciences, Alnarp, Sweden
- Gothenburg Botanical Garden, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | - Martijn Slot
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | | | - Darwin Sodhi
- Forest Sciences Centre, Faculty of Forestry and Conservation Science, University of British Columbia, Vancouver, BC, Canada
| | - Pamela Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Douglas Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Ben Somers
- Department of Earth and Environmental Sciences, KU Leuven, Leuven, Belgium
| | | | | | | | | | - Alexandre F Souza
- Departamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | - Marko Spasojevic
- Department of Evolution, Ecology, and Organismal Biology, University of California Riverside, Riverside, CA, USA
| | | | - Amanda B Stan
- Department of Geography, Planning and Recreation, Northern Arizona University, Flagstaff, AZ, USA
| | - James Stegen
- Pacific Northwest National Laboratory, Richland, WA, USA
| | - Klaus Steinbauer
- GLORIA-Coordination, Institute for Interdisciplinary Mountain Research, Austrian Academy of Sciences & Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences Vienna, Vienna, Austria
| | - Jörg G Stephan
- Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Frank Sterck
- Forest Ecology and Forest Management Group, Wageningen University, The Netherlands
| | - Dejan B Stojanovic
- Institute of Lowland Forestry and Environment, University of Novi Sad, Novi Sad, Serbia
| | | | - Maria Laura Suarez
- Instituto de Investigaciones en Biodiversidad y Medioambiente-CONICET, Universidad Nacional del Comahue, Bariloche, Argentina
| | - Jens-Christian Svenning
- Section for Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
- Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Ivana Svitková
- Institute of Botany, Plant Science and Biodiversity Center, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Marek Svitok
- Department of Ecology and General Biology, Faculty of Ecology and Environmental Sciences, Technical University in Zvolen, Zvolen, Slovakia
- Department of Ecosystem Biology, Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic
| | - Miroslav Svoboda
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Prague, Czech Republic
| | - Emily Swaine
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Nathan Swenson
- Department of Biology, University of Maryland, College Park, MD, USA
| | - Marcelo Tabarelli
- Departamento de Botânica, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | - Kentaro Takagi
- Teshio Experimental Forest, Hokkaido University, Horonobe, Japan
| | - Ulrike Tappeiner
- Department of Ecology, University of Innsbruck, Innsbruck, Austria
- Eurac Research, Institute for Alpine Environment, Bozen-Bolzano, Italy
| | - Rubén Tarifa
- Departamento de Ecología Funcional y Evolutiva, Estación Experimental de Zonas Áridas (CSIC), La Cañada de San Urbano, Spain
| | - Simon Tauugourdeau
- SELMET, CIRAD, INRA, Univ Montpellier, Montpellier SupAgro, France
- CIRAD-UMR SELMET-PZZS, Dakar, Senegal
| | | | - Mariska Te Beest
- Environmental Sciences, Copernicus Institute of Sustainable Development, Utrecht University, Utrecht, The Netherlands
- Centre for African Conservation Ecology, Nelson Mandela University, Port Elizabeth, South Africa
| | - Leho Tedersoo
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Nelson Thiffault
- Natural Resources Canada, Canadian Wood Fibre Centre, Quebec, QC, Canada
| | - Dominik Thom
- Rubenstein School of Environment and Natural Resources, University of Vermont, Burlington, VT, USA
| | | | - Ken Thompson
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield, UK
| | | | - Wilfried Thuiller
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Grenoble, France
| | - Lubomír Tichý
- Department of Botany and Zoology, Masaryk University, Brno, Czech Republic
| | - David Tissue
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | - Mark G Tjoelker
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | - David Yue Phin Tng
- Centre for Rainforest Studies, The School for Field Studies, Yungaburra, Qld, Australia
| | - Joseph Tobias
- Department of Life Sciences, Imperial College London, Silwood Park, Ascot, UK
| | - Péter Török
- MTA-DE Lendület Functional and Restoration Ecology Research Group, Debrecen, Hungary
- Department of Ecology, University of Debrecen, Debrecen, Hungary
| | - Tonantzin Tarin
- Department of Soil and Plant Sciences, University of Delaware, Newark, DE, USA
| | | | - Béla Tóthmérész
- MTA-TKI Biodiversity and Ecosystem Services Research Group, Debrecen, Hungary
| | - Martina Treurnicht
- SAEON Fynbos Node, Claremont, South Africa
- Department of Conservation Ecology and Entomology, Stellenbosch University, Matieland, South Africa
| | - Valeria Trivellone
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois, Champaign, IL, USA
| | - Franck Trolliet
- Unit for Modelling of Climate and Biogeochemical Cycles, UR-SPHERES, University of Liège, Liège, Belgique
| | - Volodymyr Trotsiuk
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Prague, Czech Republic
- Institute of Agricultural Sciences, Department of Environmental Systems Science, ETH Zurich, Zurich, Switzerland
| | - James L Tsakalos
- School of Biological Sciences, The University of Western Australia, Crawley, WA, Australia
| | - Ioannis Tsiripidis
- School of Biology, Department of Botany, Aristotle University of Thessaloniki, Greece
| | - Niklas Tysklind
- CIRAD, UMR EcoFoG (Agroparistech, CNRS, INRA, Université des Antilles, Université de la Guyane), Kourou, France
| | | | - Vladimir Usoltsev
- Ural State Forest Engineering University, Ekaterinburg, Russia
- Botanical Garden of Ural Branch of Russian Academy of Sciences, Ekaterinburg, Russia
| | | | - Jamil Vaezi
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | | | - Jana Vamosi
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Michiel van Breugel
- College Environmental Studies, Yale University, New Haven, CT, USA
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
- Smithsonian Tropical Research Institute, Panama City, Panama
| | - Elisa Van Cleemput
- Department of Earth and Environmental Sciences, KU Leuven, Leuven, Belgium
| | | | | | - Fons van der Plas
- Systematic Botany and Functional Biodiversity, Institute of Biology, Leipzig University, Leipzig, Germany
| | - Masha T van der Sande
- Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands
- Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
- Institute for Global Ecology, Florida Institute of Technology, Melbourne, FL, USA
| | - Mark van Kleunen
- Department of Biology, University of Konstanz, Konstanz, Germany
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | | | - Mark Vanderwel
- Department of Biology, University of Regina, Regina, SK, Canada
| | - Kim André Vanselow
- Institute of Geography, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Angelica Vårhammar
- Hawkesbury Institute for the Environment, Western Sydney University, Sydney, NSW, Australia
| | - Laura Varone
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Maribel Yesenia Vasquez Valderrama
- Universidad Distrital Francisco José de Caldas, Bogota, Colombia
- Laboratorio de invasiones Biológicas, Universidad de Concepcion, Concepcion, Chile
| | - Kiril Vassilev
- Institute of Biodiversity and Ecosystem Research, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Mark Vellend
- Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Erik J Veneklaas
- School of Biological Sciences and School of Agriculture and Environment, The University of Western Australia, Crawley, WA, Australia
| | - Hans Verbeeck
- CAVElab - Computational and Applied Vegetation Ecology, Ghent University, Ghent, Belgium
| | - Kris Verheyen
- Department of Environment, Forest & Nature Lab, Ghent University, Gontrode-Melle, Belgium
| | | | - Ima Vieira
- Museu Paraense Emilio Goeldi, Belém, PA, Brazil
| | - Jaime Villacís
- Departamento de Ciencias de la Vida, Universidad de las Fuerzas Armadas (ESPE), Sangolquí, Ecuador
| | - Cyrille Violle
- UMR 5175 CEFE, Univ. Montpellier, CNRS, EPHE, IRD, Univ. Paul Valéry, Montpellier, France
| | - Pandi Vivek
- Department of Botany, Goa University, Goa, India
- Department of Ecology and Environmental Sciences, Pondicherry University, Puducherry, India
| | - Katrin Wagner
- Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Matthew Waldram
- School of Geography, Geology and Environment, University of Leicester, Leicester, UK
| | - Anthony Waldron
- Zoology Department, Edward Grey Institute, Oxford University, Oxford, UK
- Department of Zoology, Cambridge University, Cambridge Conservation Initiative, Cambridge, UK
| | - Anthony P Walker
- Environmental Sciences Division & Climate Change Science Institute, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Martyn Waller
- Department of Geography and Geology, Kingston University, Kingston upon Thames, UK
| | - Gabriel Walther
- Institute of Ecology and Evolution, Friedrich Schiller University Jena, Jena, Germany
| | - Han Wang
- Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China
| | - Feng Wang
- Institute of Desertification Studies, Chinese Academy of Forestry, Beijing, China
| | - Weiqi Wang
- Institute of Geography, Fujian Normal University, Fuzhou, China
| | - Harry Watkins
- Department of Landscape Architecture, University of Sheffield, Sheffield, UK
| | - James Watkins
- Department of Biology, Colgate University, Hamilton, NY, USA
| | - Ulrich Weber
- Max Planck Institute for Biogeochemistry, Jena, Germany
| | - James T Weedon
- Ecological Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Liping Wei
- Institut de recherche sur les forêts, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC, Canada
| | - Patrick Weigelt
- Biodiversity, Macroecology and Biogeography, University of Goettingen, Göttingen, Germany
| | - Evan Weiher
- University of Wisconsin Eau Claire, Eau Claire, WI, USA
| | - Aidan W Wells
- Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
- Maritime and Science Technology Academy, Miami, FL, USA
| | | | - Elizabeth Wenk
- Evolution & Ecology Research Centre, and School of Biological, Earth and Environmental Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Mark Westoby
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia
| | | | - Philip John White
- The James Hutton Institute, Dundee, UK
- King Saud University, Riyadh, Saudi Arabia
| | | | - Mathew Williams
- School of Geosciences, The University of Edinburgh, Edinburgh, UK
| | - Daniel E Winkler
- University of California - Irvine, Irvine, CA, USA
- Southwest Biological Science Center, U. S. Geological Survey, Moab, UT, USA
| | - Klaus Winter
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | - Chevonne Womack
- Department of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa
| | - Ian J Wright
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia
| | - S Joseph Wright
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | - Justin Wright
- Department of Biology, Duke University, Durham, NC, USA
| | - Bruno X Pinho
- Departamento de Botânica, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | - Fabiano Ximenes
- NSW Department of Primary Industries, Parramatta, NSW, Australia
| | | | - Keiko Yamaji
- Graduate School of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Japan
| | - Ruth Yanai
- SUNY-College of Environmental Science and Forestry, Syracuse, NY, USA
| | - Nikolay Yankov
- Botanical Garden of the Samara University, Samara, Russia
| | - Benjamin Yguel
- Centre d'Ecologie et des Sciences de la Conservation (CESCO), Muséum National d'Histoire Naturelle, Centre National de la Recherche Scientifique, Sorbonne-Université, Paris, France
| | | | - Amy E Zanne
- Biological Sciences, George Washington University, Washington, DC, USA
| | | | - Yun-Peng Zhao
- College of Life Sciences, Zhejiang University, Hangzhou, China
| | - Jingming Zheng
- Forestry College, Beijing Forestry University, Beijing, China
| | - Ji Zheng
- School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, P. R. China
- Shanghai Urban Forest Ecosystem Research Station, National Forestry and Grassland Administration, Shanghai, P.R. China
| | | | - Chad R Zirbel
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA
| | - Georg Zizka
- Department of Biological Sciences, Goethe Universität Frankfurt, Frankfurt am Main, Germany
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum, Frankfurt am Main, Germany
| | - Irié Casimir Zo-Bi
- Institut National Polytechnique Félix Houphouët-Boigny (INP-HB), Yamoussoukro, Côte d'Ivoire
| | - Gerhard Zotz
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
- Institute for Biology and Environmental Sciences, University Oldenburg, Oldenburg, Germany
| | - Christian Wirth
- Max Planck Institute for Biogeochemistry, Jena, Germany
- German Center for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- University of Leipzig, Leipzig, Germany
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31
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Barmentlo SH, Schrama M, van Bodegom PM, de Snoo GR, Musters CJM, Vijver MG. Neonicotinoids and fertilizers jointly structure naturally assembled freshwater macroinvertebrate communities. Sci Total Environ 2019; 691:36-44. [PMID: 31306875 DOI: 10.1016/j.scitotenv.2019.07.110] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/20/2019] [Accepted: 07/07/2019] [Indexed: 06/10/2023]
Abstract
Although it is widely acknowledged that a decline of freshwater biodiversity jeopardizes the functioning of freshwater ecosystems, the large number of (human-induced) pressures jointly acting on these systems hampers managing its biodiversity. To disentangle the magnitude and the temporal effects of these single and interacting pressures, experiments are required that study how these pressures affect the structuring of natural communities. We performed experiments with naturally assembled invertebrate communities in 36 experimental ditches to assess the single and joint effects of environmentally relevant concentrations of two commonly co-occurring stressors: fertilizer inputs and neonicotinoid insecticides, in this case thiacloprid. Specifically, we explored whether these agrochemicals result in sustained changes in community structure by inspecting divergence, convergence and short- /long-lived dissimilarity of communities, when compared to a control treatment. Our results indicate strong impacts on the abundance of different taxa by exposure to the agrochemicals. However, we found no effect of any treatment on total abundance, taxon richness or convergence/divergence (measured as beta dispersion) of the communities. Moreover, we found contrasting responses when both joint stressors were present: when considering abundance of different taxa, we observed that fertilizer additions reduced some of the thiacloprid toxicity. But when assessing the community structure, we found that exposure to both stressors consistently resulted in a more dissimilar community compared to the control. This dissimilarity was persistent up to four months after applying the agrochemicals, even though there was a turnover in taxa explaining this dissimilarity. This turnover indicates that the persistent dissimilarity can potentially be attributed to a rippling effect in the community rather than continued toxicity. Such shifts in natural freshwater invertebrate communities, months after the actual exposure, suggests that stressors may have important long-term repercussions for which may subsequently lead to changes in ecosystem functioning.
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Affiliation(s)
- S Henrik Barmentlo
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands.
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands
| | - Geert R de Snoo
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands
| | - C J M Musters
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands
| | - Martina G Vijver
- Institute of Environmental Sciences, Leiden University, PO Box 9518, 2300, RA, Leiden, the Netherlands
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32
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Musters CJM, Ieromina O, Barmentlo SH, Hunting ER, Schrama M, Cieraad E, Vijver MG, van Bodegom PM. Partitioning the impact of environmental drivers and species interactions in dynamic aquatic communities. Ecosphere 2019. [DOI: 10.1002/ecs2.2910] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- C. J. M. Musters
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
| | - Oleksandra Ieromina
- Dutch Board for the Authorisation of Plant Protection Products and Biocides (Ctgb) Ede The Netherlands
| | - S. Henrik Barmentlo
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
| | - Ellard R. Hunting
- School of Biological Sciences University of Bristol Bristol UK
- Biology Department Woods Hole Oceanographic Institution, Woods Hole Massachusetts USA
| | - Maarten Schrama
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
- Naturalis Biodiversity Center Leiden The Netherlands
| | - Ellen Cieraad
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
| | - Martina G. Vijver
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
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33
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Soudzilovskaia NA, van Bodegom PM, Terrer C, Zelfde MV, McCallum I, Luke McCormack M, Fisher JB, Brundrett MC, de Sá NC, Tedersoo L. Global mycorrhizal plant distribution linked to terrestrial carbon stocks. Nat Commun 2019; 10:5077. [PMID: 31700000 PMCID: PMC6838125 DOI: 10.1038/s41467-019-13019-2] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Accepted: 10/03/2019] [Indexed: 12/26/2022] Open
Abstract
Vegetation impacts on ecosystem functioning are mediated by mycorrhizas, plant-fungal associations formed by most plant species. Ecosystems dominated by distinct mycorrhizal types differ strongly in their biogeochemistry. Quantitative analyses of mycorrhizal impacts on ecosystem functioning are hindered by the scarcity of information on mycorrhizal distributions. Here we present global, high-resolution maps of vegetation biomass distribution by dominant mycorrhizal associations. Arbuscular, ectomycorrhizal, and ericoid mycorrhizal vegetation store, respectively, 241 ± 15, 100 ± 17, and 7 ± 1.8 GT carbon in aboveground biomass, whereas non-mycorrhizal vegetation stores 29 ± 5.5 GT carbon. Soil carbon stocks in both topsoil and subsoil are positively related to the community-level biomass fraction of ectomycorrhizal plants, though the strength of this relationship varies across biomes. We show that human-induced transformations of Earth's ecosystems have reduced ectomycorrhizal vegetation, with potential ramifications to terrestrial carbon stocks. Our work provides a benchmark for spatially explicit and globally quantitative assessments of mycorrhizal impacts on ecosystem functioning and biogeochemical cycling.
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Affiliation(s)
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, 2333 CC, Leiden, the Netherlands
| | - César Terrer
- Institut de Ciència i Tecnologia Ambientals (ICTA) Universitat Autonoma de Barcelona, Barcelona, Spain
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Maarten Van't Zelfde
- Institute of Environmental Sciences, Leiden University, 2333 CC, Leiden, the Netherlands
| | - Ian McCallum
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Schlossplatz 1, A-2361, Laxenburg, Austria
| | - M Luke McCormack
- Center for Tree Science, The Morton Arboretum, 4100 Illinois Route 53, Lisle, IL, 60532, USA
| | - Joshua B Fisher
- Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, CA, 91109, USA
- Joint Institute for Regional Earth System Science and Engineering, University of California, Los Angeles, CA, USA
| | - Mark C Brundrett
- School of Biological Sciences, Faculty of Science, University of Western Australia, Crawley, 6009, WA, Australia
| | - Nuno César de Sá
- Institute of Environmental Sciences, Leiden University, 2333 CC, Leiden, the Netherlands
| | - Leho Tedersoo
- Natural History Museum and Institute of Ecology and Earth Sciences, University of Tartu, 14a Ravila, 50411, Tartu, Estonia
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34
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Gorsich EE, Beechler BR, van Bodegom PM, Govender D, Guarido MM, Venter M, Schrama M. A comparative assessment of adult mosquito trapping methods to estimate spatial patterns of abundance and community composition in southern Africa. Parasit Vectors 2019; 12:462. [PMID: 31578155 PMCID: PMC6775653 DOI: 10.1186/s13071-019-3733-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 09/25/2019] [Indexed: 12/31/2022] Open
Abstract
Background Assessing adult mosquito populations is an important component of disease surveillance programs and ecosystem health assessments. Inference from adult trapping datasets involves comparing populations across space and time, but comparisons based on different trapping methods may be biased if traps have different efficiencies or sample different subsets of the mosquito community. Methods We compared four widely-used trapping methods for adult mosquito data collection in Kruger National Park (KNP), South Africa: Centers for Disease Control miniature light trap (CDC), Biogents Sentinel trap (BG), Biogents gravid Aedes trap (GAT) and a net trap. We quantified how trap choice and sampling effort influence inferences on the regional distribution of mosquito abundance, richness and community composition. Results The CDC and net traps together collected 96% (47% and 49% individually) of the 955 female mosquitoes sampled and 100% (85% and 78% individually) of the 40 species or species complexes identified. The CDC and net trap also identified similar regional patterns of community composition. However, inference on the regional patterns of abundance differed between these traps because mosquito abundance in the net trap was influenced by variation in weather conditions. The BG and GAT traps collected significantly fewer mosquitoes, limiting regional comparisons of abundance and community composition. Conclusions This study represents the first systematic assessment of trapping methods in natural savanna ecosystems in southern Africa. We recommend the CDC trap or the net trap for future monitoring and surveillance programs.
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Affiliation(s)
- Erin E Gorsich
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands. .,School of Life Sciences, University of Warwick, Coventry, UK. .,The Zeeman Institute for Systems Biology & Infectious Disease Epidemiology Research, University of Warwick, Coventry, UK.
| | - Brianna R Beechler
- College of Veterinary Medicine, Oregon State University, Corvallis, OR, USA
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | | | - Milehna M Guarido
- Zoonotic Arbo- and Respiratory Virus Program, Centre for Viral Zoonoses, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Marietjie Venter
- Zoonotic Arbo- and Respiratory Virus Program, Centre for Viral Zoonoses, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
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35
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Gomes SIF, van Bodegom PM, Merckx VSFT, Soudzilovskaia N. Environmental drivers for cheaters of arbuscular mycorrhizal symbiosis in tropical rainforests. New Phytol 2019; 223:1575-1583. [PMID: 31038750 PMCID: PMC6771734 DOI: 10.1111/nph.15876] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 04/15/2019] [Indexed: 05/22/2023]
Abstract
Hundreds of nonphotosynthetic mycoheterotrophic plant species cheat the arbuscular mycorrhizal symbiosis. Their patchy local occurrence suggests constraints by biotic and abiotic factors, among which the role of soil chemistry and nutrient status has not been investigated. Here, we examine the edaphic drivers predicting the local-scale distribution of mycoheterotrophic plants in two lowland rainforests in South America. We compared soil chemistry and nutrient status in plots where mycoheterotrophic plants were present with those without these plants. Soil pH, soil nitrate, and the interaction between soil potassium and nitrate concentrations were the best predictors for the occurrence of mycoheterotrophic plants in these tropical rainforests. Mycoheterotrophic plant occurrences decreased with a rise in each of these predictors. This indicates that these plants are associated with low-fertility patches. Such low-fertility conditions coincide with conditions that potentially favour a weak mutualism between plants and arbuscular mycorrhizal fungi according to the trade balance model. Our study points out which soil properties favour the cheating of arbuscular mycorrhizal networks in tropical forests. The patchy occurrence of mycoheterotrophic plants suggests that local soil heterogeneity causes the stability of arbuscular mycorrhizal networks to vary at a very small scale.
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Affiliation(s)
- Sofia I. F. Gomes
- Institute of Environmental SciencesLeiden University2333 CCLeidenthe Netherlands
- Understanding Evolution GroupNaturalis Biodiversity Center2332 AALeidenthe Netherlands
| | - Peter M. van Bodegom
- Institute of Environmental SciencesLeiden University2333 CCLeidenthe Netherlands
| | - Vincent S. F. T. Merckx
- Understanding Evolution GroupNaturalis Biodiversity Center2332 AALeidenthe Netherlands
- Department of Evolutionary and Population BiologyInstitute for Biodiversity and Ecosystem DynamicsUniversity of AmsterdamAmsterdamthe Netherlands
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36
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Krol L, Van der Hoorn B, Gorsich EE, Trimbos K, Bodegom PMV, Schrama M. How Does eDNA Compare to Traditional Trapping? Detecting Mosquito Communities in South-African Freshwater Ponds. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00260] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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37
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Krol L, Gorsich EE, Hunting ER, Govender D, van Bodegom PM, Schrama M. Eutrophication governs predator-prey interactions and temperature effects in Aedes aegypti populations. Parasit Vectors 2019; 12:179. [PMID: 31014388 PMCID: PMC6480876 DOI: 10.1186/s13071-019-3431-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 04/04/2019] [Indexed: 12/04/2022] Open
Abstract
Background Mosquito population dynamics are driven by large-scale (e.g. climatological) and small-scale (e.g. ecological) factors. While these factors are known to independently influence mosquito populations, it remains uncertain how drivers that simultaneously operate under natural conditions interact to influence mosquito populations. We, therefore, developed a well-controlled outdoor experiment to assess the interactive effects of two ecological drivers, predation and nutrient availability, on mosquito life history traits under multiple temperature regimes. Methods We conducted a temperature-controlled mesocosm experiment in Kruger National Park, South Africa, with the yellow fever mosquito, Aedes aegypti. We investigated how larval survival, emergence and development rates were impacted by the presence of a locally-common invertebrate predator (backswimmers Anisops varia Fieber (Notonectidae: Hemiptera), nutrient availability (oligotrophic vs eutrophic, reflecting field conditions), water temperature, and interactions between each driver. Results We observed that the effects of predation and temperature both depended on eutrophication. Predation caused lower adult emergence in oligotrophic conditions but higher emergence under eutrophic conditions. Higher temperatures caused faster larval development rates in eutrophic but not oligotrophic conditions. Conclusions Our study shows that ecological bottom-up and top-down drivers strongly and interactively govern mosquito life history traits for Ae. aegypti populations. Specifically, we show that eutrophication can inversely affect predator–prey interactions and mediate the effect of temperature on mosquito survival and development rates. Hence, our results suggest that nutrient pollution can overrule biological constraints on natural mosquito populations and highlights the importance of studying multiple factors. Electronic supplementary material The online version of this article (10.1186/s13071-019-3431-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Louie Krol
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.,Naturalis Biodiversity Centre, Leiden, The Netherlands
| | - Erin E Gorsich
- The Zeeman Institute for Systems Biology & Infectious Disease Epidemiology Research, University of Warwick, Coventry, UK.,School of Life Sciences, University of Warwick, Coventry, UK
| | - Ellard R Hunting
- School of Biological Sciences, University of Bristol, Bristol, UK.,Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - Danny Govender
- Department of Paraclinical Sciences, University of Pretoria, Pretoria, South Africa.,Scientific Services Kruger National Park, Skukuza, South Africa
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands. .,Naturalis Biodiversity Centre, Leiden, The Netherlands.
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38
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Hunting ER, Harrison RG, Bruder A, van Bodegom PM, van der Geest HG, Kampfraath AA, Vorenhout M, Admiraal W, Cusell C, Gessner MO. Atmospheric Electricity Influencing Biogeochemical Processes in Soils and Sediments. Front Physiol 2019; 10:378. [PMID: 31040789 PMCID: PMC6477044 DOI: 10.3389/fphys.2019.00378] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 03/19/2019] [Indexed: 11/16/2022] Open
Abstract
The Earth’s subsurface represents a complex electrochemical environment that contains many electro-active chemical compounds that are relevant for a wide array of biologically driven ecosystem processes. Concentrations of many of these electro-active compounds within Earth’s subsurface environments fluctuate during the day and over seasons. This has been observed for surface waters, sediments and continental soils. This variability can affect particularly small, relatively immobile organisms living in these environments. While various drivers have been identified, a comprehensive understanding of the causes and consequences of spatio-temporal variability in subsurface electrochemistry is still lacking. Here we propose that variations in atmospheric electricity (AE) can influence the electrochemical environments of soils, water bodies and their sediments, with implications that are likely relevant for a wide range of organisms and ecosystem processes. We tested this hypothesis in field and laboratory case studies. Based on measurements of subsurface redox conditions in soils and sediment, we found evidence for both local and global variation in AE with corresponding patterns in subsurface redox conditions. In the laboratory, bacterial respiratory responses, electron transport activity and H2S production were observed to be causally linked to changes in atmospheric cation concentrations. We argue that such patterns are part of an overlooked phenomenon. This recognition widens our conceptual understanding of chemical and biological processes in the Earth’s subsurface and their interactions with the atmosphere and the physical environment.
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Affiliation(s)
- Ellard R Hunting
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom.,Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA, United States.,Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - R Giles Harrison
- Department of Meteorology, University of Reading, Reading, United Kingdom
| | - Andreas Bruder
- Laboratory of Applied Microbiology, University of Applied Sciences and Arts of Southern Switzerland, Bellinzona, Switzerland
| | | | - Harm G van der Geest
- Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands
| | - Andries A Kampfraath
- Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands
| | | | - Wim Admiraal
- Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands
| | - Casper Cusell
- Freshwater and Marine Ecology, Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands
| | - Mark O Gessner
- Department of Experimental Limnology, Leibniz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany.,Department of Ecology, Berlin Institute of Technology, Berlin, Germany
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39
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Ohajinwa CM, van Bodegom PM, Osibanjo O, Xie Q, Chen J, Vijver MG, Peijnenburg WJGM. Health Risks of Polybrominated Diphenyl Ethers (PBDEs) and Metals at Informal Electronic Waste Recycling Sites. Int J Environ Res Public Health 2019; 16:E906. [PMID: 30871202 PMCID: PMC6466049 DOI: 10.3390/ijerph16060906] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/07/2019] [Accepted: 03/08/2019] [Indexed: 12/02/2022]
Abstract
Concerns about the adverse public health consequences of informal electronic waste (e-waste) recycling are increasing. This study adopted a cross-sectional study design to gain insights into health risks (cancer and non-cancer risks) associated with exposure to e-waste chemicals among informal e-waste workers via three main routes: Dermal contact, ingestion, and inhalation. The e-waste chemicals (PBDE and metals) were measured in the dust and top soils at e-waste sites (burning, dismantling, and repair sites). Adverse health risks were calculated using the EPA model developed by the Environmental Protection Agency of the United States. The concentrations of the e-waste chemicals and the health risks at the e-waste sites increased as the intensity of the e-waste recycling activities increased: control sites < repair sites < dismantling sites < burning sites. Dermal contact was the main route of exposure while exposure via inhalation was negligible for both carcinogenic and non-carcinogenic risks. Cumulative health risks via all routes of exposure (inhalation, ingestion, and dermal contact) exceeded the acceptable limits of both non-cancer effects and cancer risk at all e-waste sites. This indicates that overall the e-waste workers are at the risk of adverse health effects. Therefore, the importance of occupational safety programs and management regulations for e-waste workers cannot be over emphasised.
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Affiliation(s)
- Chimere May Ohajinwa
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
| | - Oladele Osibanjo
- Department of Chemistry, University of Ibadan, Ibadan 200284, Nigeria.
| | - Qing Xie
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China.
| | - Jingwen Chen
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China.
| | - Martina G Vijver
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
| | - Willie J G M Peijnenburg
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
- Center for Safety of Substances and Products, National Institute of Public Health and the Environment (RIVM), P.O. Box 1, 3721 Bilthoven, The Netherlands.
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40
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Ayi Q, Zeng B, Yang K, Lin F, Zhang X, van Bodegom PM, Cornelissen JHC. Similar Growth Performance but Contrasting Biomass Allocation of Root-Flooded Terrestrial Plant Alternanthera philoxeroides (Mart.) Griseb. in Response to Nutrient Versus Dissolved Oxygen Stress. Front Plant Sci 2019; 10:111. [PMID: 30792729 PMCID: PMC6374607 DOI: 10.3389/fpls.2019.00111] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/23/2019] [Indexed: 06/09/2023]
Abstract
Terrestrial plants may experience nutrient and oxygen stress when they are submerged, and increases in flooding are anticipated with climate change. It has been well reported that plants usually shift biomass allocation and produce more roots in response to nutrient deficiency. However, it is unclear whether plants experiencing oxygen deficiency stimulate biomass allocation to roots to enhance nutrient absorption, similar to how plants experiencing nutrient deficiency behave. We investigated the responses of the terrestrial species Alternanthera philoxeroides, upon root flooding, to nutrient versus dissolved oxygen deficiency in terms of plant growth, biomass allocation, root production, root efficiency (plant growth sustained per unit root surface area), and root aerenchyma formation. Both nutrient and dissolved oxygen deficiency hampered the growth of root-flooded plants. As expected, plants experiencing nutrient deficiency increased biomass allocation to roots and exhibited lower root efficiency; in contrast, plants experiencing dissolved oxygen deficiency decreased biomass allocation to roots but achieved higher root efficiency. The diameter of aerenchyma channels in roots were enlarged in plants experiencing dissolved oxygen deficiency but did not change in plants experiencing nutrient deficiency. The widening of aerenchyma channels in roots could have improved the oxygen status and thereby the nutrient absorption capability of roots in low oxygen environments, which might benefit the plants to tolerate flooding.
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Affiliation(s)
- Qiaoli Ayi
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region (Ministry of Education), Chongqing Key Laboratory of Plant Ecology and Resources in Three Gorges Reservoir Region, School of Life Sciences, Southwest University, Chongqing, China
- Department of Systems Ecology, Faculty of Earth and Life Sciences, Institute of Ecological Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Bo Zeng
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region (Ministry of Education), Chongqing Key Laboratory of Plant Ecology and Resources in Three Gorges Reservoir Region, School of Life Sciences, Southwest University, Chongqing, China
| | - Kang Yang
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region (Ministry of Education), Chongqing Key Laboratory of Plant Ecology and Resources in Three Gorges Reservoir Region, School of Life Sciences, Southwest University, Chongqing, China
| | - Feng Lin
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region (Ministry of Education), Chongqing Key Laboratory of Plant Ecology and Resources in Three Gorges Reservoir Region, School of Life Sciences, Southwest University, Chongqing, China
| | - Xiaoping Zhang
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region (Ministry of Education), Chongqing Key Laboratory of Plant Ecology and Resources in Three Gorges Reservoir Region, School of Life Sciences, Southwest University, Chongqing, China
| | | | - Johannes H. C. Cornelissen
- Department of Systems Ecology, Faculty of Earth and Life Sciences, Institute of Ecological Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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41
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Horton AA, Vijver MG, Lahive E, Spurgeon DJ, Svendsen C, Heutink R, van Bodegom PM, Baas J. Acute toxicity of organic pesticides to Daphnia magna is unchanged by co-exposure to polystyrene microplastics. Ecotoxicol Environ Saf 2018; 166:26-34. [PMID: 30243044 DOI: 10.1016/j.ecoenv.2018.09.052] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 09/07/2018] [Accepted: 09/10/2018] [Indexed: 06/08/2023]
Abstract
Daphnia magna were exposed to two pesticides in the presence or absence of microplastics (300 000 particles ml-1 1 µm polystyrene spheres) and to microplastics alone. The pesticides were dimethoate, an organophosphate insecticide with a low log Kow, and deltamethrin, a pyrethroid insecticide with a high log Kow. Daphnia were exposed to a nominal concentration range of 0.15, 0.31, 0.63, 1.25, 2.5, 5 mg l-1 dimethoate and 0.016, 0.08, 0.4, 2, 5 and 10 µg l-1 deltamethrin. Exposure to polystyrene microplastics alone showed no effects on Daphnia magna survival and mobility over a 72 h exposure. In the dimethoate exposures, mobility and survival were both affected from a concentration of 1.25 mg l-1, with effects were seen on mobility from 28 h and survival from 48 h, with greater effects seen with increasing concentration and exposure time. In deltamethrin exposures, survival was affected from a concentration of 0.4 µg l-1 and mobility from a concentration of 0.08 µg l-1. Effects of deltamethrin on mobility were seen from 5 h and on survival from 28 h, with greater effects on survival and mobility seen with increasing concentration and exposure time. Contrary to expectations, pesticide toxicity to Daphnia magna was not affected by the presence of microplastics, regardless of chemical binding affinity (log Kow). This therefore suggests that polystyrene microplastics are unlikely to act as a significant sink, nor as a vector for increased uptake of pesticides by aquatic organisms. CAPSULE: Polystyrene microplastics are unlikely to act as vector for increased uptake of pesticides by aquatic organisms.
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Affiliation(s)
- Alice A Horton
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford Oxfordshire OX10 8BB, UK; Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands.
| | - Martina G Vijver
- Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
| | - Elma Lahive
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford Oxfordshire OX10 8BB, UK
| | - David J Spurgeon
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford Oxfordshire OX10 8BB, UK
| | - Claus Svendsen
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford Oxfordshire OX10 8BB, UK
| | - Roel Heutink
- Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
| | - Jan Baas
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford Oxfordshire OX10 8BB, UK; Institute of Environmental Sciences, University of Leiden, P.O. Box 9518, 2300 RA Leiden, the Netherlands
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42
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Bjorkman AD, Myers-Smith IH, Elmendorf SC, Normand S, Rüger N, Beck PSA, Blach-Overgaard A, Blok D, Cornelissen JHC, Forbes BC, Georges D, Goetz SJ, Guay KC, Henry GHR, HilleRisLambers J, Hollister RD, Karger DN, Kattge J, Manning P, Prevéy JS, Rixen C, Schaepman-Strub G, Thomas HJD, Vellend M, Wilmking M, Wipf S, Carbognani M, Hermanutz L, Lévesque E, Molau U, Petraglia A, Soudzilovskaia NA, Spasojevic MJ, Tomaselli M, Vowles T, Alatalo JM, Alexander HD, Anadon-Rosell A, Angers-Blondin S, Beest MT, Berner L, Björk RG, Buchwal A, Buras A, Christie K, Cooper EJ, Dullinger S, Elberling B, Eskelinen A, Frei ER, Grau O, Grogan P, Hallinger M, Harper KA, Heijmans MMPD, Hudson J, Hülber K, Iturrate-Garcia M, Iversen CM, Jaroszynska F, Johnstone JF, Jørgensen RH, Kaarlejärvi E, Klady R, Kuleza S, Kulonen A, Lamarque LJ, Lantz T, Little CJ, Speed JDM, Michelsen A, Milbau A, Nabe-Nielsen J, Nielsen SS, Ninot JM, Oberbauer SF, Olofsson J, Onipchenko VG, Rumpf SB, Semenchuk P, Shetti R, Collier LS, Street LE, Suding KN, Tape KD, Trant A, Treier UA, Tremblay JP, Tremblay M, Venn S, Weijers S, Zamin T, Boulanger-Lapointe N, Gould WA, Hik DS, Hofgaard A, Jónsdóttir IS, Jorgenson J, Klein J, Magnusson B, Tweedie C, Wookey PA, Bahn M, Blonder B, van Bodegom PM, Bond-Lamberty B, Campetella G, Cerabolini BEL, Chapin FS, Cornwell WK, Craine J, Dainese M, de Vries FT, Díaz S, Enquist BJ, Green W, Milla R, Niinemets Ü, Onoda Y, Ordoñez JC, Ozinga WA, Penuelas J, Poorter H, Poschlod P, Reich PB, Sandel B, Schamp B, Sheremetev S, Weiher E. Plant functional trait change across a warming tundra biome. Nature 2018; 562:57-62. [PMID: 30258229 DOI: 10.1038/s41586-018-0563-7] [Citation(s) in RCA: 208] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Accepted: 08/08/2018] [Indexed: 11/09/2022]
Abstract
The tundra is warming more rapidly than any other biome on Earth, and the potential ramifications are far-reaching because of global feedback effects between vegetation and climate. A better understanding of how environmental factors shape plant structure and function is crucial for predicting the consequences of environmental change for ecosystem functioning. Here we explore the biome-wide relationships between temperature, moisture and seven key plant functional traits both across space and over three decades of warming at 117 tundra locations. Spatial temperature-trait relationships were generally strong but soil moisture had a marked influence on the strength and direction of these relationships, highlighting the potentially important influence of changes in water availability on future trait shifts in tundra plant communities. Community height increased with warming across all sites over the past three decades, but other traits lagged far behind predicted rates of change. Our findings highlight the challenge of using space-for-time substitution to predict the functional consequences of future warming and suggest that functions that are tied closely to plant height will experience the most rapid change. They also reveal the strength with which environmental factors shape biotic communities at the coldest extremes of the planet and will help to improve projections of functional changes in tundra ecosystems with climate warming.
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Affiliation(s)
- Anne D Bjorkman
- School of GeoSciences, University of Edinburgh, Edinburgh, UK. .,Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark. .,Senckenberg Gesellschaft für Naturforschung, Biodiversity and Climate Research Centre (BiK-F), Frankfurt, Germany.
| | | | - Sarah C Elmendorf
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA.,National Ecological Observatory Network, Boulder, CO, USA.,Institute of Arctic and Alpine Research, University of Colorado, Boulder, CO, USA
| | - Signe Normand
- Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark.,Arctic Research Center, Department of Bioscience, Aarhus University, Aarhus, Denmark.,Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Nadja Rüger
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Smithsonian Tropical Research Institute, Balboa, Panama
| | - Pieter S A Beck
- European Commission, Joint Research Centre, Directorate D - Sustainable Resources, Bio-Economy Unit, Ispra, Italy
| | - Anne Blach-Overgaard
- Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark.,Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Daan Blok
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - J Hans C Cornelissen
- Systems Ecology, Department of Ecological Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Bruce C Forbes
- Arctic Centre, University of Lapland, Rovaniemi, Finland
| | - Damien Georges
- School of GeoSciences, University of Edinburgh, Edinburgh, UK.,International Agency for Research in Cancer, Lyon, France
| | - Scott J Goetz
- School of Informatics, Computing and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Kevin C Guay
- Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, USA
| | - Gregory H R Henry
- Department of Geography, University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | - Dirk N Karger
- Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
| | - Jens Kattge
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Peter Manning
- Senckenberg Gesellschaft für Naturforschung, Biodiversity and Climate Research Centre (BiK-F), Frankfurt, Germany
| | - Janet S Prevéy
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
| | - Christian Rixen
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
| | - Gabriela Schaepman-Strub
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | | | - Mark Vellend
- Département de biologie, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Martin Wilmking
- Institute of Botany and Landscape Ecology, Greifswald University, Greifswald, Germany
| | - Sonja Wipf
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
| | - Michele Carbognani
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Luise Hermanutz
- Department of Biology, Memorial University, St. John's, Newfoundland and Labrador, Canada
| | - Esther Lévesque
- Département des Sciences de l'environnement et Centre d'études nordiques, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | - Ulf Molau
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Alessandro Petraglia
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Nadejda A Soudzilovskaia
- Environmental Biology Department, Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Marko J Spasojevic
- Department of Evolution, Ecology and Organismal Biology, University of California Riverside, Riverside, CA, USA
| | - Marcello Tomaselli
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Tage Vowles
- Department of Earth Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Juha M Alatalo
- Department of Biological and Environmental Sciences, Qatar University, Doha, Qatar
| | - Heather D Alexander
- Department of Forestry, Forest and Wildlife Research Center, Mississippi State University, Mississippi State, MS, USA
| | - Alba Anadon-Rosell
- Institute of Botany and Landscape Ecology, Greifswald University, Greifswald, Germany.,Department of Evolutionary Biology, Ecology and Environmental Sciences, University of Barcelona, Barcelona, Spain.,Biodiversity Research Institute, University of Barcelona, Barcelona, Spain
| | | | - Mariska Te Beest
- Department of Ecology and Environmental Science, Umeå University, Umeå, Sweden.,Environmental Sciences, Copernicus Institute of Sustainable Development, Utrecht University, Utrecht, The Netherlands
| | - Logan Berner
- School of Informatics, Computing and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Robert G Björk
- Department of Earth Sciences, University of Gothenburg, Gothenburg, Sweden.,Gothenburg Global Biodiversity Centre, Göteborg, Sweden
| | - Agata Buchwal
- Institute of Geoecology and Geoinformation, Adam Mickiewicz University, Poznan, Poland.,Department of Biological Sciences, University of Alaska, Anchorage, Anchorage, AK, USA
| | - Allan Buras
- Forest Ecology and Forest Management, Wageningen University and Research, Wageningen, The Netherlands
| | | | - Elisabeth J Cooper
- Department of Arctic and Marine Biology, Faculty of Biosciences, Fisheries and Economics, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Stefan Dullinger
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Bo Elberling
- Center for Permafrost (CENPERM), Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Anu Eskelinen
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Department of Physiological Diversity, Helmholtz Centre for Environmental Research-UFZ, Leipzig, Germany.,Department of Ecology and Genetics, University of Oulu, Oulu, Finland
| | - Esther R Frei
- Department of Geography, University of British Columbia, Vancouver, British Columbia, Canada.,Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
| | - Oriol Grau
- Global Ecology Unit, CREAF-CSIC-UAB, Cerdanyola del Vallès, Spain.,CREAF, Cerdanyola del Vallès, Spain
| | - Paul Grogan
- Department of Biology, Queen's University, Kingston, Ontario, Canada
| | - Martin Hallinger
- Biology Department, Swedish Agricultural University (SLU), Uppsala, Sweden
| | - Karen A Harper
- Biology Department, Saint Mary's University, Halifax, Nova Scotia, Canada
| | - Monique M P D Heijmans
- Plant Ecology and Nature Conservation Group, Wageningen University and Research, Wageningen, The Netherlands
| | - James Hudson
- British Columbia Public Service, Surrey, British Columbia, Canada
| | - Karl Hülber
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Maitane Iturrate-Garcia
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | - Colleen M Iversen
- Climate Change Science Institute and Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Francesca Jaroszynska
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland.,Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen, UK
| | - Jill F Johnstone
- Department of Biology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Rasmus Halfdan Jørgensen
- Forest and Landscape College, Department of Geosciences and Natural Resource Management, University of Copenhagen, Nødebo, Denmark
| | - Elina Kaarlejärvi
- Department of Ecology and Environmental Science, Umeå University, Umeå, Sweden.,Department of Biology, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Rebecca Klady
- Department of Forest Resources Management, Faculty of Forestry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sara Kuleza
- Department of Biology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Aino Kulonen
- WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
| | - Laurent J Lamarque
- Département des Sciences de l'environnement et Centre d'études nordiques, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | - Trevor Lantz
- School of Environmental Studies, University of Victoria, Victoria, British Columbia, Canada
| | - Chelsea J Little
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland.,Department of Aquatic Ecology, Eawag: Swiss Federal Institute of Aquatic Science and Technology, Dubendorf, Switzerland
| | - James D M Speed
- NTNU University Museum, Norwegian University of Science and Technology, Trondheim, Norway
| | - Anders Michelsen
- Center for Permafrost (CENPERM), Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark.,Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Ann Milbau
- Research Institute for Nature and Forest (INBO), Brussels, Belgium
| | | | - Sigrid Schøler Nielsen
- Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Josep M Ninot
- Department of Evolutionary Biology, Ecology and Environmental Sciences, University of Barcelona, Barcelona, Spain.,Biodiversity Research Institute, University of Barcelona, Barcelona, Spain
| | - Steven F Oberbauer
- Department of Biological Sciences, Florida International University, Miami, FL, USA
| | - Johan Olofsson
- Department of Ecology and Environmental Science, Umeå University, Umeå, Sweden
| | | | - Sabine B Rumpf
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Philipp Semenchuk
- Department of Arctic and Marine Biology, Faculty of Biosciences, Fisheries and Economics, UiT-The Arctic University of Norway, Tromsø, Norway.,Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Rohan Shetti
- Institute of Botany and Landscape Ecology, Greifswald University, Greifswald, Germany
| | - Laura Siegwart Collier
- Department of Biology, Memorial University, St. John's, Newfoundland and Labrador, Canada
| | - Lorna E Street
- School of GeoSciences, University of Edinburgh, Edinburgh, UK
| | - Katharine N Suding
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA
| | - Ken D Tape
- Institute of Northern Engineering, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Andrew Trant
- Department of Biology, Memorial University, St. John's, Newfoundland and Labrador, Canada.,School of Environment, Resources and Sustainability, University of Waterloo, Waterloo, Ontario, Canada
| | - Urs A Treier
- Ecoinformatics and Biodiversity, Department of Bioscience, Aarhus University, Aarhus, Denmark.,Arctic Research Center, Department of Bioscience, Aarhus University, Aarhus, Denmark.,Center for Biodiversity Dynamics in a Changing World (BIOCHANGE), Department of Bioscience, Aarhus University, Aarhus, Denmark
| | - Jean-Pierre Tremblay
- Département de biologie, Centre d'études nordiques and Centre d'étude de la forêt, Université Laval, Quebec City, Québec, Canada
| | - Maxime Tremblay
- Département des Sciences de l'environnement et Centre d'études nordiques, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | - Susanna Venn
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Burwood, Victoria, Australia
| | - Stef Weijers
- Department of Geography, University of Bonn, Bonn, Germany
| | - Tara Zamin
- Department of Biology, Queen's University, Kingston, Ontario, Canada
| | | | - William A Gould
- USDA Forest Service International Institute of Tropical Forestry, Río Piedras, Puerto Rico
| | - David S Hik
- Department of Biological Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | | | - Ingibjörg S Jónsdóttir
- Faculty of Life and Environmental Sciences, University of Iceland, Reykjavík, Iceland.,University Centre in Svalbard, Longyearbyen, Norway
| | - Janet Jorgenson
- Arctic National Wildlife Refuge, US Fish and Wildlife Service, Fairbanks, AK, USA
| | - Julia Klein
- Department of Ecosystem Science and Sustainability, Colorado State University, Fort Collins, CO, USA
| | | | | | - Philip A Wookey
- Biology and Environmental Sciences, Faculty of Natural Sciences, University of Stirling, Stirling, UK
| | - Michael Bahn
- Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| | - Benjamin Blonder
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.,Rocky Mountain Biological Laboratory, Crested Butte, CO, USA
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Benjamin Bond-Lamberty
- Joint Global Change Research Institute, Pacific Northwest National Laboratory, College Park, MD, USA
| | - Giandiego Campetella
- School of Biosciences and Veterinary Medicine, Plant Diversity and Ecosystems Management Unit, University of Camerino, Camerino, Italy
| | | | - F Stuart Chapin
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - William K Cornwell
- School of Biological, Earth and Environmental Sciences, Ecology and Evolution Research Centre, UNSW Sydney, Sydney, New South Wales, Australia
| | | | - Matteo Dainese
- Institute for Alpine Environment, Eurac Research, Bolzano, Italy
| | - Franciska T de Vries
- School of Earth and Environmental Sciences, The University of Manchester, Manchester, UK
| | - Sandra Díaz
- Instituto Multidisciplinario de Biología Vegetal (IMBIV), CONICET and FCEFyN, Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.,The Santa Fe Institute, Santa Fe, NM, USA
| | - Walton Green
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Ruben Milla
- Área de Biodiversidad y Conservación. Departamento de Biología, Geología, Física y Química Inorgánica, Universidad Rey Juan Carlos, Madrid, Spain
| | - Ülo Niinemets
- Estonian University of Life Sciences, Tartu, Estonia
| | - Yusuke Onoda
- Graduate School of Agriculture, Kyoto University, Kyoto, Japan
| | | | - Wim A Ozinga
- Team Vegetation, Forest and Landscape Ecology, Wageningen Environmental Research (Alterra), Wageningen, The Netherlands.,Institute for Water and Wetland Research, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - Josep Penuelas
- CREAF, Cerdanyola del Vallès, Spain.,Global Ecology Unit CREAF-CSIC-UAB, Consejo Superior de Investigaciones Cientificas, Bellaterra, Spain
| | - Hendrik Poorter
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany.,Department of Biological Sciences, Macquarie University, North Ryde, New South Wales, Australia
| | - Peter Poschlod
- Ecology and Conservation Biology, Institute of Plant Sciences, University of Regensburg, Regensburg, Germany
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA.,Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
| | - Brody Sandel
- Department of Biology, Santa Clara University, Santa Clara, CA, USA
| | - Brandon Schamp
- Department of Biology, Algoma University, Sault Ste. Marie, Ontario, Canada
| | | | - Evan Weiher
- Department of Biology, University of Wisconsin - Eau Claire, Eau Claire, WI, USA
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43
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Kissling WD, Walls R, Bowser A, Jones MO, Kattge J, Agosti D, Amengual J, Basset A, van Bodegom PM, Cornelissen JHC, Denny EG, Deudero S, Egloff W, Elmendorf SC, Alonso García E, Jones KD, Jones OR, Lavorel S, Lear D, Navarro LM, Pawar S, Pirzl R, Rüger N, Sal S, Salguero-Gómez R, Schigel D, Schulz KS, Skidmore A, Guralnick RP. Towards global data products of Essential Biodiversity Variables on species traits. Nat Ecol Evol 2018; 2:1531-1540. [PMID: 30224814 DOI: 10.1038/s41559-018-0667-3] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Accepted: 07/16/2018] [Indexed: 02/03/2023]
Abstract
Essential Biodiversity Variables (EBVs) allow observation and reporting of global biodiversity change, but a detailed framework for the empirical derivation of specific EBVs has yet to be developed. Here, we re-examine and refine the previous candidate set of species traits EBVs and show how traits related to phenology, morphology, reproduction, physiology and movement can contribute to EBV operationalization. The selected EBVs express intra-specific trait variation and allow monitoring of how organisms respond to global change. We evaluate the societal relevance of species traits EBVs for policy targets and demonstrate how open, interoperable and machine-readable trait data enable the building of EBV data products. We outline collection methods, meta(data) standardization, reproducible workflows, semantic tools and licence requirements for producing species traits EBVs. An operationalization is critical for assessing progress towards biodiversity conservation and sustainable development goals and has wide implications for data-intensive science in ecology, biogeography, conservation and Earth observation.
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Affiliation(s)
- W Daniel Kissling
- Department of Theoretical and Computational Ecology, Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, The Netherlands.
| | | | - Anne Bowser
- Woodrow Wilson International Center for Scholars, Washington DC, USA
| | - Matthew O Jones
- University of Montana, W. A. Franke Department of Forestry and Conservation, Missoula, MT, USA
| | - Jens Kattge
- Max Planck Institute for Biogeochemistry, Jena, Germany.,German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Josep Amengual
- Area de Conservacion, Seguimiento y Programas de la Red, Organismo Autonomo Parques Nacionales, Ministerio de Agricultura y Pesca, Madrid, Spain
| | - Alberto Basset
- Department of Biological and Environmental Sciences and Technologies, University of Salento, Lecce, Italy
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Johannes H C Cornelissen
- Systems Ecology, Department of Ecological Science, Vrije Universiteit, Amsterdam, The Netherlands
| | - Ellen G Denny
- USA National Phenology Network, University of Arizona, Tucson, AZ, USA
| | - Salud Deudero
- Instituto Español de Oceanografía, Centro Oceanográfico de Baleares, Palma de Mallorca, Spain
| | | | - Sarah C Elmendorf
- National Ecological Observatory Network, Battelle Ecology, Boulder, CO, USA.,Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO, USA
| | | | - Katherine D Jones
- National Ecological Observatory Network, Battelle Ecology, Boulder, CO, USA
| | - Owen R Jones
- Department of Biology, University of Southern Denmark, Odense M, Denmark
| | - Sandra Lavorel
- Laboratoire d'Ecologie Alpine, CNRS - Université Grenoble Alpes, Grenoble, France
| | - Dan Lear
- Marine Biological Association of the United Kingdom, Plymouth, Devon, UK
| | - Laetitia M Navarro
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Institute of Biology, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Samraat Pawar
- Department of Life Sciences, Imperial College London, Ascot, Berkshire, UK
| | - Rebecca Pirzl
- CSIRO and Atlas of Living Australia, Canberra, Australian Capital Territory, Australia
| | - Nadja Rüger
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.,Smithsonian Tropical Research Institute, Ancon, Panama
| | - Sofia Sal
- Department of Life Sciences, Imperial College London, Ascot, Berkshire, UK
| | - Roberto Salguero-Gómez
- Department of Zoology, Oxford University, Oxford, UK.,Department of Animal and Plant Sciences, University of Sheffield, Sheffield, UK.,Centre for Biodiversity and Conservation Science, University of Queensland, St Lucia, Queensland, Australia.,Evolutionary Demography Laboratory, Max Plank Institute for Demographic Research, Rostock, Germany
| | - Dmitry Schigel
- Global Biodiversity Information Facility (GBIF), Secretariat, Copenhagen, Denmark
| | - Katja-Sabine Schulz
- Smithsonian Institution, National Museum of Natural History, Washington DC, USA
| | - Andrew Skidmore
- Department of Natural Resources, Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands.,Department of Environmental Science, Macquarie University, New South Wales, Australia
| | - Robert P Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
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Ohajinwa CM, van Bodegom PM, Vijver MG, Peijnenburg WJGM. Impact of informal electronic waste recycling on metal concentrations in soils and dusts. Environ Res 2018; 164:385-394. [PMID: 29571128 DOI: 10.1016/j.envres.2018.03.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 02/27/2018] [Accepted: 03/02/2018] [Indexed: 06/08/2023]
Abstract
Electronic and electrical equipment contains over 1000 different substances, including metals. During informal e-waste recycling some of these substances such as metals, are released into the environment causing environmental pollution. This study assessed the impact of different informal e-waste recycling activities (burning, dismantling, and repairing) on metal concentrations in top soils and various dust. A comparative cross-sectional study design was adopted to assess metal concentrations in top soils and in various dust samples from multiple e-waste recycling sites. Metal concentrations at e-waste recycling sites were compared to the concentrations at control sites in three study locations in Nigeria (Lagos, Ibadan, and Aba). In the three study locations, mean metal concentrations at the e-waste recycling sites exceeded the concentrations at the control sites and the Nigerian standard guideline values by 100 s to 1000 s times. Burning sites showed the highest pollution level, followed by dismantling sites, then repair sites. Our findings show serious environmental and public health concerns. The metal concentrations were also higher than levels reported in other studies at the same locations in Nigeria, indicating that the situation is worsening. This study provides scientific evidence for an urgent need to develop effective strategies to strengthen enforcement of existing e-waste regulations in Nigeria.
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Affiliation(s)
- Chimere May Ohajinwa
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
| | - Martina G Vijver
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
| | - Willie J G M Peijnenburg
- Institute of Environmental Sciences (CML), Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands; Center for Safety of Substances and Products, National Institute of Public Health and the Environment (RIVM), P.O. Box 1, Bilthoven, The Netherlands
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45
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Horton AA, Jürgens MD, Lahive E, van Bodegom PM, Vijver MG. The influence of exposure and physiology on microplastic ingestion by the freshwater fish Rutilus rutilus (roach) in the River Thames, UK. Environ Pollut 2018; 236:188-194. [PMID: 29414339 DOI: 10.1016/j.envpol.2018.01.044] [Citation(s) in RCA: 109] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 11/29/2017] [Accepted: 01/16/2018] [Indexed: 05/12/2023]
Abstract
Microplastics are widespread throughout aquatic environments. However, there is currently insufficient understanding of the factors influencing ingestion of microplastics by organisms, especially higher predators such as fish. In this study we link ingestion of microplastics by the roach Rutilus rutilus, within the non-tidal part of the River Thames, to exposure and physiological factors. Microplastics were found within the gut contents of roach from six out of seven sampling sites. Of sampled fish, 33% contained at least one microplastic particle. The majority of particles were fibres (75%), with fragments and films also seen (22.7% and 2.3% respectively). Polymers identified were polyethylene, polypropylene and polyester, in addition to a synthetic dye. The maximum number of ingested microplastic particles for individual fish was strongly correlated to exposure (based on distance from the source of the river). Additionally, at a given exposure, the size of fish correlated with the actual quantity of microplastics in the gut. Larger (mainly female) fish were more likely to ingest the maximum possible number of particles than smaller (mainly male) fish. This study is the first to show microplastic ingestion within freshwater fish in the UK and provides valuable new evidence of the factors influencing ingestion that can be used to inform future studies on exposure and hazard of microplastics to fish.
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Affiliation(s)
- Alice A Horton
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK; Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands.
| | - Monika D Jürgens
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
| | - Elma Lahive
- Centre for Ecology and Hydrology, Maclean Building, Benson Lane, Wallingford, Oxfordshire, OX10 8BB, UK
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
| | - Martina G Vijver
- Institute of Environmental Sciences, Leiden University, P.O. Box 9518, 2300 RA Leiden, The Netherlands
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46
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van Egmond EM, van Bodegom PM, van Hal JR, van Logtestijn RSP, Berg MP, Aerts R. Nonadditive effects of consumption in an intertidal macroinvertebrate community are independent of food availability but driven by complementarity effects. Ecol Evol 2018; 8:3086-3097. [PMID: 29607008 PMCID: PMC5869218 DOI: 10.1002/ece3.3841] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 12/14/2017] [Accepted: 12/26/2017] [Indexed: 11/07/2022] Open
Abstract
Suboptimal environmental conditions are ubiquitous in nature and commonly drive the outcome of biological interactions in community processes. Despite the importance of biological interactions for community processes, knowledge on how species interactions are affected by a limiting resource, for example, low food availability, remains limited. Here, we tested whether variation in food supply causes nonadditive consumption patterns, using the macroinvertebrate community of intertidal sandy beaches as a model system. We quantified isotopically labeled diatom consumption by three macroinvertebrate species (Bathyporeia pilosa, Haustorius arenarius, and Scolelepis squamata) kept in mesocosms in either monoculture or a three-species community at a range of diatom densities. Our results show that B. pilosa was the most successful competitor in terms of consumption at both high and low diatom density, while H. arenarius and especially S. squamata consumed less in a community than in their respective monocultures. Nonadditive effects on consumption in this macroinvertebrate community were present and larger than mere additive effects, and similar across diatom densities. The underlying species interactions, however, did change with diatom density. Complementarity effects related to niche-partitioning were the main driver of the net diversity effect on consumption, with a slightly increasing contribution of selection effects related to competition with decreasing diatom density. For the first time, we showed that nonadditive effects of consumption are independent of food availability in a macroinvertebrate community. This suggests that, in communities with functionally different, and thus complementary, species, nonadditive effects can arise even when food availability is low. Hence, at a range of environmental conditions, species interactions hold important potential to alter ecosystem functioning.
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Affiliation(s)
- Emily M van Egmond
- Department of Ecological Sciences Vrije Universiteit Amsterdam Amsterdam The Netherlands
| | - Peter M van Bodegom
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
| | - Jurgen R van Hal
- Department of Ecological Sciences Vrije Universiteit Amsterdam Amsterdam The Netherlands
| | | | - Matty P Berg
- Department of Ecological Sciences Vrije Universiteit Amsterdam Amsterdam The Netherlands.,Groningen Institute for Evolutionary Life Sciences, Community and Conservation Ecology Group University of Groningen Groningen The Netherlands
| | - Rien Aerts
- Department of Ecological Sciences Vrije Universiteit Amsterdam Amsterdam The Netherlands
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47
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Schrama M, Gorsich EE, Hunting ER, Barmentlo SH, Beechler B, van Bodegom PM. Eutrophication and predator presence overrule the effects of temperature on mosquito survival and development. PLoS Negl Trop Dis 2018; 12:e0006354. [PMID: 29579051 PMCID: PMC5898759 DOI: 10.1371/journal.pntd.0006354] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 04/13/2018] [Accepted: 02/28/2018] [Indexed: 11/26/2022] Open
Abstract
Adequate predictions of mosquito-borne disease risk require an understanding of the relevant drivers governing mosquito populations. Since previous studies have focused mainly on the role of temperature, here we assessed the effects of other important ecological variables (predation, nutrient availability, presence of conspecifics) in conjunction with the role of temperature on mosquito life history parameters. We carried out two mesocosm experiments with the common brown house mosquito, Culex pipiens, a confirmed vector for West Nile Virus, Usutu and Sindbis, and a controphic species; the harlequin fly, Chironomus riparius. The first experiment quantified interactions between predation by Notonecta glauca L. (Hemiptera: Notonectidae) and temperature on adult emergence. The second experiment quantified interactions between nutrient additions and temperature on larval mortality and adult emergence. Results indicate that 1) irrespective of temperature, predator presence decreased mosquito larval survival and adult emergence by 20–50%, 2) nutrient additions led to a 3-4-fold increase in mosquito adult emergence and a 2-day decrease in development time across all temperature treatments, 3) neither predation, nutrient additions nor temperature had strong effects on the emergence and development rate of controphic Ch. riparius. Our study suggests that, in addition to of effects of temperature, ecological bottom-up (eutrophication) and top-down (predation) drivers can have strong effects on mosquito life history parameters. Current approaches to predicting mosquito-borne disease risk rely on large-scale proxies of mosquito population dynamics, such as temperature, vegetation characteristics and precipitation. Local scale management actions, however, will require understanding of the relevant top-down and bottom-up drivers of mosquito populations. Human actions have strongly altered ecosystems worldwide, through climate change, eutrophication, and biodiversity loss. The consequences of these global changes for mosquito populations could have important implications for mosquito-borne infections. Previous studies have focused on the effects of temperature from climate change, but we lack a comprehensive understanding of how ecological factors related to global change influence mosquito populations. To this end, we carried out two mesocosm experiments with the common brown house mosquito, a vector for West Nile Virus, Usutu and Sindbis. The first experiment tested how the interaction between predation and temperature affected mosquito emergence from larvae to adults; the second experiment tested how the interaction between nutrient addition and temperature affected mortality and emergence. Our results show that predator presence decreased mosquito survival and emergence, whereas nutrient additions led to an increase in emergence and a decrease in development time. Temperature and competition had no major impact. Our study suggests that, in addition to effects of climate, ecological drivers can have strong effects on mosquito populations known to transmit disease.
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Affiliation(s)
- Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.,Naturalis Biodiversity Centre, Leiden, The Netherlands
| | - Erin E Gorsich
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands.,Department of Biology, Colorado State University, Fort Collins, Colorado, United States of America.,Department of Biomedical Sciences, College of Veterinary Medicine, Oregon State University, Corvallis, Oregon, United States of America
| | - Ellard R Hunting
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - S Henrik Barmentlo
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Brianna Beechler
- Department of Biomedical Sciences, College of Veterinary Medicine, Oregon State University, Corvallis, Oregon, United States of America
| | - Peter M van Bodegom
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
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48
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Baattrup-Pedersen A, Garssen A, Göthe E, Hoffmann CC, Oddershede A, Riis T, van Bodegom PM, Larsen SE, Soons M. Structural and functional responses of plant communities to climate change-mediated alterations in the hydrology of riparian areas in temperate Europe. Ecol Evol 2018; 8:4120-4135. [PMID: 29721285 PMCID: PMC5916274 DOI: 10.1002/ece3.3973] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 01/30/2018] [Accepted: 02/09/2018] [Indexed: 11/22/2022] Open
Abstract
The hydrology of riparian areas changes rapidly these years because of climate change‐mediated alterations in precipitation patterns. In this study, we used a large‐scale in situ experimental approach to explore effects of drought and flooding on plant taxonomic diversity and functional trait composition in riparian areas in temperate Europe. We found significant effects of flooding and drought in all study areas, the effects being most pronounced under flooded conditions. In near‐stream areas, taxonomic diversity initially declined in response to both drought and flooding (although not significantly so in all years) and remained stable under drought conditions, whereas the decline continued under flooded conditions. For most traits, we found clear indications that the functional diversity also declined under flooded conditions, particularly in near‐stream areas, indicating that fewer strategies succeeded under flooded conditions. Consistent changes in community mean trait values were also identified, but fewer than expected. This can have several, not mutually exclusive, explanations. First, different adaptive strategies may coexist in a community. Second, intraspecific variability was not considered for any of the traits. For example, many species can elongate shoots and petioles that enable them to survive shallow, prolonged flooding but such abilities will not be captured when applying mean trait values. Third, we only followed the communities for 3 years. Flooding excludes species intolerant of the altered hydrology, whereas the establishment of new species relies on time‐dependent processes, for instance the dispersal and establishment of species within the areas. We expect that altered precipitation patterns will have profound consequences for riparian vegetation in temperate Europe. Riparian areas will experience loss of taxonomic and functional diversity and, over time, possibly also alterations in community trait responses that may have cascading effects on ecosystem functioning.
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Affiliation(s)
| | | | - Emma Göthe
- Department of Bioscience Aarhus University Silkeborg Denmark.,Section for Ecology and Biodiversity Swedish University of Agricultural Sciences Uppsala Sweden
| | | | | | - Tenna Riis
- Department of Bioscience Aarhus University Aarhus Denmark
| | - Peter M van Bodegom
- Institute of Environmental Sciences Leiden University Leiden The Netherlands
| | - Søren E Larsen
- Department of Bioscience Aarhus University Silkeborg Denmark
| | - Merel Soons
- Department of Biology Utrecht University Utrecht The Netherlands
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49
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Madani N, Kimball JS, Ballantyne AP, Affleck DLR, van Bodegom PM, Reich PB, Kattge J, Sala A, Nazeri M, Jones MO, Zhao M, Running SW. Future global productivity will be affected by plant trait response to climate. Sci Rep 2018; 8:2870. [PMID: 29434266 PMCID: PMC5809371 DOI: 10.1038/s41598-018-21172-9] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 01/31/2018] [Indexed: 11/24/2022] Open
Abstract
Plant traits are both responsive to local climate and strong predictors of primary productivity. We hypothesized that future climate change might promote a shift in global plant traits resulting in changes in Gross Primary Productivity (GPP). We characterized the relationship between key plant traits, namely Specific Leaf Area (SLA), height, and seed mass, and local climate and primary productivity. We found that by 2070, tropical and arid ecosystems will be more suitable for plants with relatively lower canopy height, SLA and seed mass, while far northern latitudes will favor woody and taller plants than at present. Using a network of tower eddy covariance CO2 flux measurements and the extrapolated plant trait maps, we estimated the global distribution of annual GPP under current and projected future plant community distribution. We predict that annual GPP in northern biomes (≥45 °N) will increase by 31% (+8.1 ± 0.5 Pg C), but this will be offset by a 17.9% GPP decline in the tropics (-11.8 ± 0.84 Pg C). These findings suggest that regional climate changes will affect plant trait distributions, which may in turn affect global productivity patterns.
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Affiliation(s)
- Nima Madani
- Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, MT, 59812, USA.
- Department of Ecosystem and Conservation Sciences, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, Montana, 59812, USA.
| | - John S Kimball
- Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, MT, 59812, USA
- Department of Ecosystem and Conservation Sciences, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, Montana, 59812, USA
| | - Ashley P Ballantyne
- Department of Ecosystem and Conservation Sciences, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, Montana, 59812, USA
| | - David L R Affleck
- Department of Forest Management, W.A. Franke College of Forestry & Conservation, University of Montana, 32 Campus Drive, Missoula, MT, 59812, USA
| | - Peter M van Bodegom
- Institute of Environmental Sciences (CML), University Leiden, 2333CC, Leiden, The Netherlands
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, 1530 Cleveland Avenue North, St. Paul, Minnesota, 55108, USA
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, 2753 NSW, Australia
| | - Jens Kattge
- Max-Planck-Institute for Biogeochemistry, 07745, Jena, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103, Leipzig, Germany
| | - Anna Sala
- Division of Biological Sciences, University of Montana, Missoula, MT, 59812, USA
| | - Mona Nazeri
- Department of Wildlife, Fisheries and Aquaculture, Mississippi State University, MS, 39762, USA
| | - Matthew O Jones
- Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, MT, 59812, USA
| | - Maosheng Zhao
- Department of Geographical Sciences, University of Maryland, College Park, Maryland, 20742, USA
| | - Steven W Running
- Numerical Terradynamic Simulation Group, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, MT, 59812, USA
- Department of Ecosystem and Conservation Sciences, W.A. Franke College of Forestry & Conservation, University of Montana, Missoula, Montana, 59812, USA
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50
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Hunting ER, Barmentlo SH, Schrama M, van Bodegom PM, Zhai Y, Vijver MG. Agricultural constraints on microbial resource use and niche breadth in drainage ditches. PeerJ 2017; 5:e4175. [PMID: 29302393 PMCID: PMC5742521 DOI: 10.7717/peerj.4175] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 11/29/2017] [Indexed: 11/20/2022] Open
Abstract
Background Microorganisms govern important ecosystems processes, in particular the degradation of organic matter (OM). However, microorganisms are rarely considered in efforts to monitor ecosystem health and functioning. Evidence suggests that environmental perturbations can adversely affect microbial communities and their ability to use available substrates. However, whether impacted microbial efficiencies in extracting and utilizing the available resources (resource niche breadth) translate to changes in OM degradation in natural systems remains poorly understood. Methods Here we evaluated effects of differences in OM related to agricultural land use (OM derived from ditches adjacent to grasslands, bulb fields and a pristine dune area) on microbial functioning. We specifically assessed (1) resource niche breadths of microbial communities during initial community assembly in laboratory microcosms and already established natural communities, and (2) how changes in community resource niche breadth translates to the degradation of natural OM. Results A disparity existed between microbial resource niche breadth in laboratory incubations and natural microbial communities. Resource utilization and niche breadth of natural microbial communities was observed to be constrained in drainage ditches adjacent to agricultural fields. This outcome coincides with retarded degradation of natural OM collected from ditches adjacent to hyacinth bulb fields. Microbial communities in bulb field ditches further showed functional redundancy when offered grassland OM of seemingly higher substrate quality. Discussion Results presented in this study suggest that agricultural practices can impose constraints on microbial functional diversity by reducing OM resource quality, which can subsequently translate to confined microbial resource niche differentiation and reduced organic matter degradation rates. This hints that assessments of actual microbial resource utilization and niche differentiation could potentially be used to assess the ecological health and functioning of natural communities.
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Affiliation(s)
- Ellard R Hunting
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - S Henrik Barmentlo
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - Maarten Schrama
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands.,NIOO-KNAW, Wageningen, The Netherlands
| | | | - Yujia Zhai
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
| | - Martina G Vijver
- Institute of Environmental Sciences, Leiden University, Leiden, Netherlands
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