1
|
Wang R, Zheng W, Xu M, Yang H. The declines of heterogeneity and stability in diatom communities are associated with human activity. Ecol Evol 2023; 13:e10695. [PMID: 37920772 PMCID: PMC10618631 DOI: 10.1002/ece3.10695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 10/17/2023] [Accepted: 10/20/2023] [Indexed: 11/04/2023] Open
Abstract
Anthropogenic forcing caused the biodiversity loss and stability decline of communities. There is still controversy over whether the decline in biodiversity will lead to a decrease in community stability. The stability of biological communities is related to both biodiversity and structure, and this paper aims to reveal the human impacts on diatom communities' biodiversity and structure. We studied the richness, β-diversity and network distance of diatom communities in Qinghai-Xizang, Yunnan-Sichuan and Lower Yangtze River Basin, China through empirical dataset and simulation method. The results showed that the diatoms richness in the Qinghai-Xizang and the Yunnan-Sichuan region was lower and the network distance was higher than that of the Lower Yangtze River Basin. β-diversity in the Lower Yangtze River Basin was the lowest and the diatom network distance responds negatively to human population densities in China. The simulation showed that the network distance kept constant during random species loss, and declined while specialist species were lost or replaced by generalist species. The results suggested diatom communities' homogeneity and stability decline were associated with human activities. Human impacts may cause biodiversity loss targeted to specialist species or no biodiversity loss while generalist species replace those specialist species. This study showed that how diversity changes determined ecological stability depends on the type of species changes.
Collapse
Affiliation(s)
- Rong Wang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and LimnologyChinese Academy of SciencesNanjingChina
- The Fuxianhu Station of Plateau Deep Lake Research, CASYuxiChina
- The Fuxianhu Station of Plateau Deep Lake Field Scientific Observation and ResearchYuxiChina
| | - Wenxiu Zheng
- College of Urban and Environmental SciencesHubei Normal UniversityHuangshiChina
| | - Min Xu
- State Key Laboratory of Palaeobiology and Stratigraphy, Nanjing Institute of Geology & PalaeontologyChinese Academy of SciencesNanjingChina
| | - Hui Yang
- School of Mathematics and PhysicsAnhui University of TechnologyMa'anshanChina
| |
Collapse
|
2
|
Goździejewska AM, Kruk M. The response of zooplankton network indicators to winter water warming using shallow artificial reservoirs as model case study. Sci Rep 2023; 13:18002. [PMID: 37865664 PMCID: PMC10590368 DOI: 10.1038/s41598-023-45430-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 10/19/2023] [Indexed: 10/23/2023] Open
Abstract
To predict the most likely scenarios, the consequences of the rise in water surface temperature have been studied using various methods. We tested the hypothesis that winter water warming significantly alters the importance and nature of the relationships in zooplankton communities in shallow reservoirs. These relationships were investigated using network graph analysis for three thermal variants: warm winters (WW), moderate winters (MW) and cold winters (CW). The CW network was the most cohesive and was controlled by eutrophic Rotifera and Copepoda, with a corresponding number of positive and negative interspecific relationships. An increase in water temperature in winter led to a decrease in the centrality of MW and WW networks, and an increase in the importance of species that communicated with the highest number of species in the subnetworks. The WW network was the least cohesive, controlled by psammophilous and phytophilous rotifers, and littoral cladocerans. Adult copepods were not identified in the network and the importance of antagonistic relationships decreased, indicating that the WW network structure was weak and unstable. This study can serve as a model for generalisations of zooplankton community response to the disappearance of long winter periods of low temperatures, as predicted in global climate change projections.
Collapse
Affiliation(s)
- Anna Maria Goździejewska
- Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Oczapowskiego 5, 10-719, Olsztyn, Poland.
| | - Marek Kruk
- Faculty of Mathematics and Computer Science, University of Warmia and Mazury in Olsztyn, Słoneczna 54, 10-710, Olsztyn, Poland
| |
Collapse
|
3
|
Valente S, Moro S, Di Lorenzo M, Milisenda G, Maiorano L, Colloca F. Mediterranean fish communities are struggling to adapt to global warming. Evidence from the western coast of Italy. MARINE ENVIRONMENTAL RESEARCH 2023; 191:106176. [PMID: 37716279 DOI: 10.1016/j.marenvres.2023.106176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/08/2023] [Accepted: 09/11/2023] [Indexed: 09/18/2023]
Abstract
Climate change has significant impacts on marine ecosystems, resulting in disruptions in biological interactions, shifts in community composition, and changes in the physiology of fish and other marine organisms. In this study conducted in the central Mediterranean Sea, the mean temperature of the catch (MTC) was employed as an indicator to investigate the climatological factors influencing the fish community. The MTC, which utilizes species-preferred temperatures, was calculated using bottom temperature (BT) data weighted against scientific catches. The estimated MTC increasing rates were 0.01 °C year-1 for the entire community, 0.017 °C year-1 for the shelf break, and 0.004 °C year-1 for the continental slope assemblage. We found that MTC is increasing at a lower rate compared to BT, suggesting a progressive under-adaptation of the fish community that seems not fully able to keep up with the ongoing pace of warming. The study identified sea surface temperature and bottom temperature as key drivers of changes in fish community composition. Notably, the fish community composition exhibited drastic changes over the studied period, and we suggest that the MTC can be a useful index to monitor such changes within the context of the EU's climate change adaptation strategy.
Collapse
Affiliation(s)
- Salvatore Valente
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, via Po' 25c, 00189, Rome, Italy; Department of Biology and Biotechnologies 'Charles Darwin', Sapienza University of Rome, Rome, Italy.
| | - Stefano Moro
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, via Po' 25c, 00189, Rome, Italy
| | - Manfredi Di Lorenzo
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Lungomare Cristoforo Colombo, I-90149, Palermo, Italy
| | - Giacomo Milisenda
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, Lungomare Cristoforo Colombo, I-90149, Palermo, Italy
| | - Luigi Maiorano
- Department of Biology and Biotechnologies 'Charles Darwin', Sapienza University of Rome, Rome, Italy
| | - Francesco Colloca
- Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn, via Po' 25c, 00189, Rome, Italy
| |
Collapse
|
4
|
Scarponi D, Nawrot R, Azzarone M, Pellegrini C, Gamberi F, Trincardi F, Kowalewski M. Resilient biotic response to long-term climate change in the Adriatic Sea. GLOBAL CHANGE BIOLOGY 2022; 28:4041-4053. [PMID: 35411661 PMCID: PMC9324144 DOI: 10.1111/gcb.16168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/21/2022] [Indexed: 05/14/2023]
Abstract
Preserving adaptive capacities of coastal ecosystems, which are currently facing the ongoing climate warming and a multitude of other anthropogenic impacts, requires an understanding of long-term biotic dynamics in the context of major environmental shifts prior to human disturbances. We quantified responses of nearshore mollusk assemblages to long-term climate and sea-level changes using 223 samples (~71,300 specimens) retrieved from latest Quaternary sediment cores of the Adriatic coastal systems. These cores provide a rare chance to study coastal systems that existed during glacial lowstands. The fossil mollusk record indicates that nearshore assemblages of the penultimate interglacial (Late Pleistocene) shifted in their faunal composition during the subsequent ice age, and then reassembled again with the return of interglacial climate in the Holocene. These shifts point to a climate-driven habitat filtering modulated by dispersal processes. The resilient, rather than persistent or stochastic, response of the mollusk assemblages to long-term environmental changes over at least 125 thousand years highlights the historically unprecedented nature of the ongoing anthropogenic stressors (e.g., pollution, eutrophication, bottom trawling, and invasive species) that are currently shifting coastal regions into novel system states far outside the range of natural variability archived in the fossil record.
Collapse
Affiliation(s)
- Daniele Scarponi
- Dipartimento di Scienze Biologiche, Geologiche e AmbientaliUniversità di BolognaBolognaItaly
- Alma Mater Research Institute on Global Challenges and Climate ChangeUniversità di BolognaBolognaItaly
| | - Rafał Nawrot
- Department of PalaeontologyUniversity of ViennaViennaAustria
| | - Michele Azzarone
- Dipartimento di Scienze Biologiche, Geologiche e AmbientaliUniversità di BolognaBolognaItaly
| | - Claudio Pellegrini
- Istituto di Scienze Marinesezione di BolognaConsiglio Nazionale delle RicercheBolognaItaly
| | - Fabiano Gamberi
- Istituto di Scienze Marinesezione di BolognaConsiglio Nazionale delle RicercheBolognaItaly
| | - Fabio Trincardi
- Istituto di Scienze Marinesezione di BolognaConsiglio Nazionale delle RicercheBolognaItaly
| | - Michał Kowalewski
- Florida Museum of Natural HistoryUniversity of FloridaGainesvilleFloridaUSA
| |
Collapse
|
5
|
Urban P, Praebel K, Bhat S, Dierking J, Wangensteen OS. DNA-metabarcoding reveals the importance of gelatinous zooplankton in the diet of Pandalus borealis, a keystone species in the Arctic. Mol Ecol 2021; 31:1562-1576. [PMID: 34936153 DOI: 10.1111/mec.16332] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 11/02/2021] [Accepted: 12/10/2021] [Indexed: 11/29/2022]
Abstract
Information about the dietary composition of a species is crucial to understanding their position and role in the food web. Increasingly molecular approaches such as DNA-metabarcoding are used in studying trophic relations, not least because they may alleviate problems such as low taxonomic resolution or underestimation of digestible taxa in the diet. Here, we used DNA-metabarcoding with universal primers for cytochrome c oxidase I (COI), to study the diet composition of the Northern shrimp (Pandalus borealis), an Arctic keystone species with large socio-economic importance. Across locations, jellyfish and chaetognaths were the most important components in the diet of P. borealis, jointly accounting for 40-60% of the total read abundance. This dietary importance of gelatinous zooplankton contrasts sharply with published results based on SCA. At the same time, diet composition differed between fjord and shelf locations, pointing to different food webs supporting P. borealis in these two systems. Our study underscores the potential of molecular approaches to provide new insights into the diet of marine invertebrates that are difficult to obtain with traditional methods, and calls for a revision of the role of gelatinous zooplankton in the diet of the key Arctic species P. borealis, and in extension, Arctic food webs.
Collapse
Affiliation(s)
- Paulina Urban
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway.,GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany
| | - Kim Praebel
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway.,Department of Forestry and Wildlife Management, Inland Norway University of Applied Sciences, Campus Evenstad, Elverum, Norway
| | - Shripathi Bhat
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway
| | - Jan Dierking
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany
| | - Owen S Wangensteen
- Norwegian College of Fishery Science, UiT the Arctic University of Norway, Tromsø, Norway
| |
Collapse
|
6
|
Lohrer AM, Norkko AM, Thrush SF, Cummings VJ. Climate cascades affect coastal Antarctic seafloor ecosystem functioning. GLOBAL CHANGE BIOLOGY 2021; 27:6181-6191. [PMID: 34582605 DOI: 10.1111/gcb.15907] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 08/15/2021] [Accepted: 09/20/2021] [Indexed: 06/13/2023]
Abstract
Polar seafloor ecosystems are changing rapidly and dramatically, challenging previously held paradigms of extreme dynamical stability. Warming-related declines in polar sea ice are expected to alter fluxes of phytoplankton and under-ice algae to the seafloor. Yet, how changes in food flux cascade through to seafloor communities and functions remains unclear. We leveraged natural spatial and temporal gradients in summertime sea ice extent to better understand the trajectories and implications of climate-related change in McMurdo Sound, Antarctica. McMurdo Sound was expected to be one of the last coastal marine environments on Earth to be affected by planetary warming, but the situation may be changing. Comparing satellite observations of selected coastal sites in McMurdo Sound between 2010-2017 and 2002-2009 revealed more ice-free days per year, and shorter distances to open water during the warmest months each year, in the more recent period. Interdecadal Pacific Oscillation (IPO), Oceanic Niño Index (ONI) and Antarctic Oscillation (AAO) climate indices peaked concurrently between 2014 and 2017 when sea ice breakouts in McMurdo Sound were most spatially and temporally extensive. Increases in sediment chlorophyll a and phaeophytin content (indicating increased deposition of detrital algal food material) were recorded during 2014-2017 at three coastal study sites in McMurdo Sound following the major sea ice breakouts. Soft-sediment seafloor ecosystem metabolism (measured in benthic incubation chambers as dissolved oxygen and inorganic nutrient fluxes) was correlated with sediment algal pigment concentration. Epifaunal invertebrate density, particularly opportunistic sessile suspension feeders, and infaunal community composition also shifted with increased food supply. The ecological characteristics and functions measured at the food-poor sites shifted towards those observed at richer sites at a surprisingly fast pace. These results indicate the sensitivity of the benthos and shed light on Antarctic marine trophic cascades and trajectories of response of iconic high-latitude seafloor habitats to a warming climate.
Collapse
Affiliation(s)
- Andrew M Lohrer
- National Institute of Water & Atmospheric Research, Hamilton, New Zealand
| | - Alf M Norkko
- Tvärminne Zoological Station, University of Helsinki, Hanko, Finland
- Baltic Sea Centre, Stockholm University, Stockholm, Sweden
| | - Simon F Thrush
- Marine Sciences Institute, University of Auckland, Auckland, New Zealand
| | - Vonda J Cummings
- National Institute of Water & Atmospheric Research, Wellington, New Zealand
| |
Collapse
|
7
|
Blanco A, Beger M, Planes S, Miller M, Olabarria C. Estimating benthic trophic levels to assess the effectiveness of marine protected area management. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 790:148234. [PMID: 34380278 DOI: 10.1016/j.scitotenv.2021.148234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 05/04/2021] [Accepted: 05/28/2021] [Indexed: 06/13/2023]
Abstract
Designating and managing marine protected areas (MPAs) can mitigate many ocean threats. Banning fishing activities within MPAs enhances the robustness of food-web dynamics and thus increases trophic resilience. Ecosystem function indicators, such as mean trophic level, are increasingly applied in conservation management. Stable isotope analysis is a common tool in trophodynamic studies as it provides information about food sources and trophic level within food webs. In contrast to the traditional top-down approaches in conservation management (mainly for fisheries), this study focuses on bottom-up responses to protection according to the target species in regional small-scale fisheries. The present study aimed to examine how MPA status affects trophodynamics in the rocky reefs of the Illas Atlánticas Marine-Terrestrial National Park (Galicia, NW Spain). Results showed no differences between inside and outside the MPA in species stable isotopic signatures or trophic level. However, these results should be considered with caution due to some limitations in the study design (small number of sites per location, biogeographic differences associated with the island nature of the MPA, or seasonal variability). Nevertheless, the lax fishing management, the lack of proper implementation (the MPA was established in 2002 without a management plan until 2019), and the small size of the studied MPA may result in ineffective conservation outcomes that could have been reflected in the stable isotopic content of the food web. The large number of "paper park" MPAs existing worldwide are not only detrimental to the perception of marine protection, but also provide poor protection of marine ecosystems. Subject to further studies accounting for both environmental and management factors on stable isotope signatures, trophic interactions can form a cost-effective tool for monitoring MPA effectiveness.
Collapse
Affiliation(s)
- Andreu Blanco
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom; Centro de Investigación Mariña, Universidade de Vigo, EcoCost, Facultade de Ciencias del Mar, Edificio CC Experimentais, Campus de Vigo, As Lagoas, Marcosende, 36310 Vigo, Spain; Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain.
| | - Maria Beger
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom; Centre for Biodiversity Conservation Science, School of Biological Sciences, The University of Queensland, Brisbane, Queensland, Australia.
| | - Serge Planes
- CRIOBE-USR 3278, CNRS-EPHE-UPVD, Laboratoire d'Excellence 'CORAIL', 58 Avenue Paul Alduy, 66860 Perpignan, France.
| | - Mark Miller
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, United Kingdom.
| | - Celia Olabarria
- Centro de Investigación Mariña, Universidade de Vigo, EcoCost, Facultade de Ciencias del Mar, Edificio CC Experimentais, Campus de Vigo, As Lagoas, Marcosende, 36310 Vigo, Spain; Departamento de Ecoloxía e Bioloxía Animal, Universidade de Vigo, Campus As Lagoas-Marcosende, 36310 Vigo, Spain.
| |
Collapse
|
8
|
Thomson AI, Archer FI, Coleman MA, Gajardo G, Goodall‐Copestake WP, Hoban S, Laikre L, Miller AD, O’Brien D, Pérez‐Espona S, Segelbacher G, Serrão EA, Sjøtun K, Stanley MS. Charting a course for genetic diversity in the UN Decade of Ocean Science. Evol Appl 2021; 14:1497-1518. [PMID: 34178100 PMCID: PMC8210796 DOI: 10.1111/eva.13224] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 03/04/2021] [Accepted: 03/04/2021] [Indexed: 02/06/2023] Open
Abstract
The health of the world's oceans is intrinsically linked to the biodiversity of the ecosystems they sustain. The importance of protecting and maintaining ocean biodiversity has been affirmed through the setting of the UN Sustainable Development Goal 14 to conserve and sustainably use the ocean for society's continuing needs. The decade beginning 2021-2030 has additionally been declared as the UN Decade of Ocean Science for Sustainable Development. This program aims to maximize the benefits of ocean science to the management, conservation, and sustainable development of the marine environment by facilitating communication and cooperation at the science-policy interface. A central principle of the program is the conservation of species and ecosystem components of biodiversity. However, a significant omission from the draft version of the Decade of Ocean Science Implementation Plan is the acknowledgment of the importance of monitoring and maintaining genetic biodiversity within species. In this paper, we emphasize the importance of genetic diversity to adaptive capacity, evolutionary potential, community function, and resilience within populations, as well as highlighting some of the major threats to genetic diversity in the marine environment from direct human impacts and the effects of global climate change. We then highlight the significance of ocean genetic diversity to a diverse range of socioeconomic factors in the marine environment, including marine industries, welfare and leisure pursuits, coastal communities, and wider society. Genetic biodiversity in the ocean, and its monitoring and maintenance, is then discussed with respect to its integral role in the successful realization of the 2030 vision for the Decade of Ocean Science. Finally, we suggest how ocean genetic diversity might be better integrated into biodiversity management practices through the continued interaction between environmental managers and scientists, as well as through key leverage points in industry requirements for Blue Capital financing and social responsibility.
Collapse
Affiliation(s)
| | | | - Melinda A. Coleman
- New South Wales FisheriesNational Marine Science CentreCoffs HarbourNSWAustralia
- National Marine Science CentreSouthern Cross UniversityCoffs HarbourNSWAustralia
- Oceans Institute and School of Biological SciencesUniversity of Western AustraliaCrawleyWAAustralia
| | - Gonzalo Gajardo
- Laboratory of Genetics, Aquaculture & BiodiversityUniversidad de Los LagosOsornoChile
| | | | - Sean Hoban
- Centre for Tree ScienceThe Morton ArboretumLisleILUSA
| | - Linda Laikre
- Centre for Tree ScienceThe Morton ArboretumLisleILUSA
- The Wildlife Analysis UnitThe Swedish Environmental Protection AgencyStockholmSweden
| | - Adam D. Miller
- School of Life and Environmental SciencesCentre for Integrative EcologyDeakin UniversityGeelongVicAustralia
- Deakin Genomics CentreDeakin UniversityGeelongVic.Australia
| | | | - Sílvia Pérez‐Espona
- The Royal (Dick) School of Veterinary Studies and The Roslin InstituteMidlothianUK
| | - Gernot Segelbacher
- Chair of Wildlife Ecology and ManagementUniversity FreiburgFreiburgGermany
| | - Ester A. Serrão
- CCMARCentre of Marine SciencesFaculty of Sciences and TechnologyUniversity of AlgarveFaroPortugal
| | - Kjersti Sjøtun
- Department of Biological SciencesUniversity of BergenBergenNorway
| | | |
Collapse
|
9
|
Monaco CJ, Nagelkerken I, Booth DJ, Figueira WF, Gillanders BM, Schoeman DS, Bradshaw CJA. Opposing life stage-specific effects of ocean warming at source and sink populations of range-shifting coral-reef fishes. J Anim Ecol 2020; 90:615-627. [PMID: 33232514 DOI: 10.1111/1365-2656.13394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 10/21/2020] [Indexed: 11/30/2022]
Abstract
Climate change is altering the latitudinal distributions of species, with their capacity to keep pace with a shifting climate depending on the stochastic expression of population growth rates, and the influence of compensatory density feedback on age-specific survival rates. We use population-abundance time series at the leading edge of an expanding species' range to quantify the contribution of stochastic environmental drivers and density feedbacks to the dynamics of life stage-specific population growth. Using a tropical, range-shifting Indo-Pacific damselfish (Abudefduf vaigiensis) as a model organism, we applied variants of the phenomenological Gompertz-logistic model to a 14-year dataset to quantify the relative importance of density feedback and stochastic environmental drivers on the separate and aggregated population growth rates of settler and juvenile life stages. The top-ranked models indicated that density feedback negatively affected the growth of tropical settlers and juveniles. Rates of settlement were negatively linked to temperatures experienced by parents at potential source populations in the tropics, but their subsequent survival and that of juveniles increased with the temperatures experienced at the temperate sink. Including these stochastic effects doubled the deviance explained by the models, corroborating an important role of temperature. By incorporating sea-surface temperature projections for the remainder of this century into these models, we anticipate improved conditions for the population growth of juvenile coral-reef fishes, but not for settlers in temperate ecosystems. Previous research has highlighted the association between temperature and the redistribution of species. Our analyses reveal the contrasting roles of different life stages in the dynamics of range-shifting species responding to climate change, as they transition from vagrancy to residency in their novel ranges.
Collapse
Affiliation(s)
- Cristián J Monaco
- Southern Seas Ecology Laboratories, School of Biological Sciences and The Environment Institute, University of Adelaide, Adelaide, SA, Australia.,IFREMER, IRD, Institut Louis-Malardé, Univ Polynésie française, EIO, Taravao, Tahiti, Polynésie française
| | - Ivan Nagelkerken
- Southern Seas Ecology Laboratories, School of Biological Sciences and The Environment Institute, University of Adelaide, Adelaide, SA, Australia
| | - David J Booth
- School of the Life Sciences, University of Technology Sydney, Ultimo, NSW, Australia
| | - Will F Figueira
- School of Life and Environmental Sciences, University of Sydney, Camperdown, NSW, Australia
| | - Bronwyn M Gillanders
- Southern Seas Ecology Laboratories, School of Biological Sciences and The Environment Institute, University of Adelaide, Adelaide, SA, Australia
| | - David S Schoeman
- Global-Change Ecology Research Group, School of Science and Engineering, University of the Sunshine Coast, Sippy Downs, QLD, Australia.,Centre for African Conservation Ecology, Department of Zoology, Nelson Mandela University, Port Elizabeth, South Africa
| | - Corey J A Bradshaw
- Global Ecology, College of Science and Engineering, Flinders University, Adelaide, SA, Australia
| |
Collapse
|
10
|
Zhu Y, Zheng S, Reygondeau G, Zhang Z, Chu J, Hong X, Wang Y, Cheung WWL. Modelling spatiotemporal trends in range shifts of marine commercial fish species driven by climate change surrounding the Antarctic Peninsula. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 737:140258. [PMID: 32783853 DOI: 10.1016/j.scitotenv.2020.140258] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/07/2020] [Accepted: 06/14/2020] [Indexed: 06/11/2023]
Abstract
In recent decades, the relationships between species distributional shifts and climate change have been investigated at various geographic scales, yet there is still a gap in understanding the impacts of climate change on marine commercial fish species surrounding the Antarctic Peninsula. The dynamic bioclimate envelope model (DBEM) is a mechanistic model that encompass species distribution model and population dynamic model approaches to project the spatiotemporal change of marine commercial fish species driven by various climate change scenarios in the Southern Ocean. This paper focuses on the spatiotemporal changes of marine commercial fish species surrounding the Antarctic Peninsula under a high emissions scenario (RCP8.5) and a low emissions scenario (RCP2.6) from 1970 to 2060 following three different Earth System Models (ESMs), namely, the GFDL-ESM 2G, IPSL-CM5A-MR and MPI-ESM-MR. Results reveal that: i) The general latitudinal gradient patterns in species richness shifts poleward associated with a global abundance decrease ii) The Spp. richness in Eastern Antarctic Peninsula (EAP) is higher than in the Western Antarctic Peninsula (WAP) at the same latitude (>65°S latitude). iii) The reasons are that the krill-dependent predators in WAP could face a higher risk of depletion than that in EAP due to ocean warming and anthropogenic activities.
Collapse
Affiliation(s)
- Yugui Zhu
- College of Fisheries, Ocean University of China, Shandong, Qingdao 266003, China; Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou 511458, Guangdong, China
| | - Shiyao Zheng
- College of Fisheries, Ocean University of China, Shandong, Qingdao 266003, China
| | - Gabriel Reygondeau
- Department of Ecology and Evolutionary Biology Max Planck, Yale Center for Biodiversity Movement and Global Change, Yale University, New Haven, CT, USA; Changing Ocean Research Unit, Institute for the Oceans and Fisheries, The University of British Columbia, Vancouver, BC, Canada
| | - Zhixin Zhang
- Graduate School of Marine Science and Technology, Tokyo University of Marine Science and Technology, Konan, Minato, Tokyo 1088477, Japan
| | - Jiansong Chu
- College of Marine Life Science, Ocean University of China, Shandong, Qingdao 266003, China; Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou 511458, Guangdong, China.
| | - Xuguang Hong
- First Institute of Oceanography Ministry of Natural Resources, Shandong, Qingdao 266061, China
| | - Yunfeng Wang
- Institute of Oceanology Chinese Academy of Sciences, Shandong, Qingdao 266071, China
| | - William W L Cheung
- Changing Ocean Research Unit, Institute for the Oceans and Fisheries, The University of British Columbia, Vancouver, BC, Canada.
| |
Collapse
|
11
|
Lin D, Chen X. Top predator reveals the stability of prey community in the western subarctic Pacific. PLoS One 2020; 15:e0234905. [PMID: 32559216 PMCID: PMC7304915 DOI: 10.1371/journal.pone.0234905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 06/04/2020] [Indexed: 11/19/2022] Open
Abstract
The stability of the ecosystems depends on the dynamics of the prey community, but changes in the composition and abundance of prey species are poorly understood, especially in open ocean ecosystems. We used neon flying squid Ommastrephes bartramii, an active top predator, as a biological sampler to investigate the dynamics of the prey community in the southwestern part of the Western Subarctic Gyre in the northwestern Pacific Ocean. Squid were collected monthly from July to November 2016. There were no significant differences among months in stable isotopes (δ13C and δ15N) in the digestive gland, a fast turnover organ reflecting recent dietary information. Similar findings were obtained from analyses of isotopic niche width and fatty acid profiles. The potential influence of the environment (monthly mean sea surface temperature, SST, and chlorophyll-a, Chl-a) on the prey community was examined with SST and Chl-a both varying significantly among sampling months. We found little evidence for significant effects of SST and Chl-a on the isotopic values, nor on the fatty acid profiles except for 20:4n6 and 24:1n9. These lines of evidence indicate that the prey community in the southwestern part of the gyre remains stable, with little evidence for systematic changes at the community level. This study provides a novel understanding of the dynamics of the prey community and highlights the use of top predators to study the trophic dynamics of an oceanic system where a long-term scientific survey is unavailable.
Collapse
Affiliation(s)
- Dongming Lin
- College of Marine Sciences, Shanghai Ocean University, Shanghai, China
- Key Laboratory of Sustainable Exploitation of Oceanic Fishery Resources, Ministry of Education, Shanghai, China
- National Distant-water Fisheries Engineering Research Center, Shanghai, China
- Key Laboratory of Oceanic Fisheries Exploration, Ministry of Agriculture and Rural Affairs, Shanghai, China
| | - Xinjun Chen
- College of Marine Sciences, Shanghai Ocean University, Shanghai, China
- Key Laboratory of Sustainable Exploitation of Oceanic Fishery Resources, Ministry of Education, Shanghai, China
- National Distant-water Fisheries Engineering Research Center, Shanghai, China
- Key Laboratory of Oceanic Fisheries Exploration, Ministry of Agriculture and Rural Affairs, Shanghai, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
- * E-mail:
| |
Collapse
|
12
|
Calizza E, Rossi L, Careddu G, Sporta Caputi S, Costantini ML. Species richness and vulnerability to disturbance propagation in real food webs. Sci Rep 2019; 9:19331. [PMID: 31852953 PMCID: PMC6920442 DOI: 10.1038/s41598-019-55960-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 12/05/2019] [Indexed: 11/08/2022] Open
Abstract
A central issue in ecology is understanding how complex and biodiverse food webs persist in the face of disturbance, and which structural properties affect disturbance propagation among species. However, our comprehension of assemblage mechanisms and disturbance propagation in food webs is limited by the multitude of stressors affecting ecosystems, impairing ecosystem management. By analysing directional food web components connecting species along food chains, we show that increasing species richness and constant feeding linkage density promote the establishment of predictable food web structures, in which the proportion of species co-present in one or more food chains is lower than what would be expected by chance. This reduces the intrinsic vulnerability of real food webs to disturbance propagation in comparison to random webs, and suggests that biodiversity conservation efforts should also increase the potential of ecological communities to buffer top-down and bottom-up disturbance in ecosystems. The food web patterns observed here have not been noticed before, and could also be explored in non-natural networks.
Collapse
Affiliation(s)
- Edoardo Calizza
- Department of Environmental Biology, Sapienza University of Rome, Via dei Sardi 70, 00185, Rome, Italy.
- National Inter-University Consortium for Marine Sciences (CoNISMa), Piazzale Flaminio 9, 00196, Rome, Italy.
| | - Loreto Rossi
- Department of Environmental Biology, Sapienza University of Rome, Via dei Sardi 70, 00185, Rome, Italy
- National Inter-University Consortium for Marine Sciences (CoNISMa), Piazzale Flaminio 9, 00196, Rome, Italy
| | - Giulio Careddu
- Department of Environmental Biology, Sapienza University of Rome, Via dei Sardi 70, 00185, Rome, Italy
| | - Simona Sporta Caputi
- Department of Environmental Biology, Sapienza University of Rome, Via dei Sardi 70, 00185, Rome, Italy
| | - Maria Letizia Costantini
- Department of Environmental Biology, Sapienza University of Rome, Via dei Sardi 70, 00185, Rome, Italy
- National Inter-University Consortium for Marine Sciences (CoNISMa), Piazzale Flaminio 9, 00196, Rome, Italy
| |
Collapse
|
13
|
Sharifinia M, Afshari Bahmanbeigloo Z, Smith WO, Yap CK, Keshavarzifard M. Prevention is better than cure: Persian Gulf biodiversity vulnerability to the impacts of desalination plants. GLOBAL CHANGE BIOLOGY 2019; 25:4022-4033. [PMID: 31436851 DOI: 10.1111/gcb.14808] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 08/09/2019] [Accepted: 08/11/2019] [Indexed: 06/10/2023]
Abstract
Due to extremely high rates of evaporation and low precipitation in the Persian Gulf, discharges from desalination plants (DPs) can lead to ecological stresses by increasing water temperatures, salinities, and heavy metal concentrations, as well as decreasing dissolved oxygen levels. We discuss the potential ecological impacts of DPs on marine organisms and propose mitigating measures to reduce the problems induced by DPs discharges. The daily capacity of DPs in the Persian Gulf exceeds 11 million m3 per day, which is approximately half of global daily freshwater production; multistage flash distillation (MSF) is the dominant desalination process. Results from field and laboratory studies indicate that there are potentially serious and chronic threats to marine communities following exposure to DP discharges, especially within the zoobenthos, echinodermata, seagrasses, and coral reefs. DP discharges can lead to decreases in sensitive species, plankton abundance, hard substrate epifauna, and growth rates of seagrasses. However, the broad applicability of any one of these impacts is currently hard to scale because of the limited number of studies that have been conducted to assess the ecological impacts of DP discharge on Persian Gulf organisms. Even so, available data suggest that appropriately sited, designed, and operated DPs combined with current developments in impingement and entrainment reduction technology can mitigate many of the negative environmental impacts of DPs.
Collapse
Affiliation(s)
- Moslem Sharifinia
- Shrimp Research Center, Iranian Fisheries Science Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Bushehr, Iran
| | | | - Walker O Smith
- School of Oceanography, Shanghai Jiao Tong University, Shanghai, People's Republic of China
- Virginia Institute of Marine Science, College of William & Mary, Gloucester Point, VA, USA
| | - Chee Kong Yap
- Department of Biology, Faculty of Science, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Mehrzad Keshavarzifard
- Shrimp Research Center, Iranian Fisheries Science Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Bushehr, Iran
| |
Collapse
|
14
|
Wang R, Dearing JA, Doncaster CP, Yang X, Zhang E, Langdon PG, Yang H, Dong X, Hu Z, Xu M, Zhao Y, Shen J. Network parameters quantify loss of assemblage structure in human-impacted lake ecosystems. GLOBAL CHANGE BIOLOGY 2019; 25:3871-3882. [PMID: 31344301 DOI: 10.1111/gcb.14776] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 06/25/2019] [Accepted: 07/13/2019] [Indexed: 06/10/2023]
Abstract
Lake biodiversity is an incomplete indicator of exogenous forcing insofar as it ignores underlying deformations of community structure. Here, we seek a proxy for deformation in a network of diatom assemblages comprising 452 species in 273 lakes across China. We test predictions from network theory that nodes of similar type will tend to self-organize in an unstressed system to a positively skewed frequency distribution of nodal degree. The empirical data reveal shifts in the frequency distributions of species associations across regions, from positive skew in lakes in west China with a history of low human impacts, to predominantly negative skew amongst lakes in highly disturbed regions in east China. Skew values relate strongly to nutrient loading from agricultural activity and urbanization, as measured by total phosphorus in lake water. Reconstructions through time show that positive skew reduces with temporal intensification of human impacts in the lake and surrounding catchments, and rises as lakes recover from disturbance. Our study illustrates how network parameters can track the loss of aquatic assemblage structure in lakes associated with human pressures.
Collapse
Affiliation(s)
- Rong Wang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China
| | - John A Dearing
- School of Geography and Environmental Science, University of Southampton, Southampton, UK
| | | | - Xiangdong Yang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China
| | - Enlou Zhang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China
| | - Peter G Langdon
- School of Geography and Environmental Science, University of Southampton, Southampton, UK
| | - Hui Yang
- School of Mathematics and Physics, Anhui University of Technology, Ma'anshan, China
| | - Xuhui Dong
- School of Geographical Sciences, Guangzhou University, Guangzhou, China
| | - Zhujun Hu
- School of Geography Science, Nanjing Normal University, Nanjing, China
| | - Min Xu
- School of Geography Science, Nanjing Normal University, Nanjing, China
| | - Yanjie Zhao
- School of Geography and Environmental Science, University of Southampton, Southampton, UK
| | - Ji Shen
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China
| |
Collapse
|
15
|
Roncalli V, Cieslak MC, Germano M, Hopcroft RR, Lenz PH. Regional heterogeneity impacts gene expression in the subarctic zooplankter Neocalanus flemingeri in the northern Gulf of Alaska. Commun Biol 2019; 2:324. [PMID: 31482143 PMCID: PMC6718390 DOI: 10.1038/s42003-019-0565-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 07/26/2019] [Indexed: 12/19/2022] Open
Abstract
Marine pelagic species are being increasingly challenged by environmental change. Their ability to persist will depend on their capacity for physiological acclimatization. Little is known about limits of physiological plasticity in key species at the base of the food web. Here we investigate the capacity for acclimatization in the copepod Neocalanus flemingeri, which inhabits the Gulf of Alaska, a heterogeneous and highly seasonal environment. RNA-Seq analysis of field-collected pre-adults identified large regional differences in expression of genes involved in metabolic and developmental processes and response to stressors. We found that lipid synthesis genes were up-regulated in individuals from Prince William Sound and down-regulated in the Gulf of Alaska. Up-regulation of lipid catabolic genes in offshore individuals suggests they are experiencing nutritional deficits. The expression differences demonstrate physiological plasticity in response to a steep gradient in food availability. Our transcriptional analysis reveals mechanisms of acclimatization that likely contribute to the observed resilience of this population.
Collapse
Affiliation(s)
- Vittoria Roncalli
- Pacific Biosciences Research Center, University of Hawai’i at Mānoa, 1993 East-West Rd., Honolulu, HI 96822 USA
- Department of Genetics, Microbiology and Statistics, Facultat de Biologia, IRBio, Universitat de Barcelona, Av. Diagonal 643, 08028 Barcelona, Spain
| | - Matthew C. Cieslak
- Pacific Biosciences Research Center, University of Hawai’i at Mānoa, 1993 East-West Rd., Honolulu, HI 96822 USA
| | - Martina Germano
- Pacific Biosciences Research Center, University of Hawai’i at Mānoa, 1993 East-West Rd., Honolulu, HI 96822 USA
| | - Russell R. Hopcroft
- Institute of Marine Science, University of Alaska, Fairbanks, 120 O’Neill, Fairbanks, AK 99775-7220 USA
| | - Petra H. Lenz
- Pacific Biosciences Research Center, University of Hawai’i at Mānoa, 1993 East-West Rd., Honolulu, HI 96822 USA
| |
Collapse
|
16
|
Griffith GP, Strutton PG, Semmens JM, Fulton EA. Identifying important species that amplify or mitigate the interactive effects of human impacts on marine food webs. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2019; 33:403-412. [PMID: 30091174 DOI: 10.1111/cobi.13202] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 07/11/2018] [Accepted: 08/02/2018] [Indexed: 06/08/2023]
Abstract
Some species may have a larger role than others in the transfer of complex effects of multiple human stressors, such as changes in biomass, through marine food webs. We devised a novel approach to identify such species. We constructed annual interaction-effect networks (IENs) of the simulated changes in biomass between species of the southeastern Australian marine system. Each annual IEN was composed of the species linked by either an additive (sum of the individual stressor response), synergistic (lower biomass compared with additive effects), or antagonistic (greater biomass compared with additive effects) response to the interaction effect of ocean warming, ocean acidification, and fisheries. Structurally, over the simulation period, the number of species and links in the synergistic IENs increased and the network structure became more stable. The stability of the antagonistic IENs decreased and became more vulnerable to the loss of species. In contrast, there was no change in the structural attributes of species linked by an additive response. Using indices common in food-web and network theory, we identified the species in each IEN for which a change in biomass from stressor effects would disproportionately affect the biomass of other species via direct and indirect local, intermediate, and global predator-prey feeding interactions. Knowing the species that transfer the most synergistic or antagonistic responses in a food-web may inform conservation under increasing multiple-stressor impacts.
Collapse
Affiliation(s)
- Gary P Griffith
- Norwegian Polar Institute, Postbox 6606, Langes, 9296, Tromsø, Norway
- Institute for Marine and Antarctic Studies, Private Bag 49, Hobart 7001, Australia
| | - Peter G Strutton
- Institute for Marine and Antarctic Studies, Private Bag 49, Hobart 7001, Australia
- Australian Research Council Centre of Excellence for Climate System Science, University of Tasmania, Hobart, Tasmania, Australia
| | - Jayson M Semmens
- Institute for Marine and Antarctic Studies, Private Bag 49, Hobart 7001, Australia
| | - Elizabeth A Fulton
- Commonwealth Scientific and Industrial Research Organization, GPO Box 1538, Hobart, Tasmania, 7001, Australia
| |
Collapse
|
17
|
Montero N, dei Marcovaldi MAG, Lopez–Mendilaharsu M, Santos AS, Santos AJB, Fuentes MMPB. Warmer and wetter conditions will reduce offspring production of hawksbill turtles in Brazil under climate change. PLoS One 2018; 13:e0204188. [PMID: 30408043 PMCID: PMC6224045 DOI: 10.1371/journal.pone.0204188] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/18/2018] [Indexed: 01/27/2023] Open
Abstract
Climate change is expected to impact animals that are heavily reliant on environmental factors, such as sea turtles, since the incubation of their eggs, hatching success and sex ratio are influenced by the environment in which eggs incubate. As climate change progresses it is therefore important to understand how climatic conditions influence their reproductive output and the ramifications to population stability. Here, we examined the influences of five climatic variables (air temperature, accumulated and average precipitation, humidity, solar radiation, and wind speed) at different temporal scales on hawksbill sea turtle (Eretmochelys imbricata) hatchling production at ten nesting beaches within two regions of Brazil (five nesting beaches in Rio Grande do Norte and five in Bahia). Air temperature and accumulated precipitation were the main climatic drivers of hawksbill hatching success (number of eggs hatched within a nest) across Brazil and in Rio Grande do Norte, while air temperature and average precipitation were the main climatic drivers of hatching success at Bahia. Solar radiation was the main climatic driver of emergence success (number of hatchlings that emerged from total hatched eggs within a nest) at both regions. Warmer temperatures and higher solar radiation had negative effects on hatchling production, while wetter conditions had a positive effect. Conservative and extreme climate scenarios show air temperatures are projected to increase at this site, while precipitation projections vary between scenarios and regions throughout the 21st century. We predicted hatching success of undisturbed nests (no recorded depredation or storm-related impacts) will decrease in Brazil by 2100 as a result of how this population is influenced by local climate. This study shows the determining effects of different climate variables and their combinations on an important and critically endangered marine species.
Collapse
Affiliation(s)
- Natalie Montero
- Department of Earth, Ocean, and Atmospheric Science, Florida State University, Tallahassee, Florida, United States of America
| | | | | | | | | | - Mariana M. P. B. Fuentes
- Department of Earth, Ocean, and Atmospheric Science, Florida State University, Tallahassee, Florida, United States of America
| |
Collapse
|
18
|
Barner AK, Coblentz KE, Hacker SD, Menge BA. Fundamental contradictions among observational and experimental estimates of non-trophic species interactions. Ecology 2018; 99:557-566. [DOI: 10.1002/ecy.2133] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/14/2017] [Accepted: 12/18/2017] [Indexed: 02/02/2023]
Affiliation(s)
- Allison K. Barner
- Department of Integrative Biology; Oregon State University; 3029 Cordley Hall Corvallis Oregon 97331 USA
| | - Kyle E. Coblentz
- Department of Integrative Biology; Oregon State University; 3029 Cordley Hall Corvallis Oregon 97331 USA
| | - Sally D. Hacker
- Department of Integrative Biology; Oregon State University; 3029 Cordley Hall Corvallis Oregon 97331 USA
| | - Bruce A. Menge
- Department of Integrative Biology; Oregon State University; 3029 Cordley Hall Corvallis Oregon 97331 USA
| |
Collapse
|