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Enríquez-de-Salamanca Á. Environmental and social impacts of carbon sequestration. INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT 2024; 20:1812-1838. [PMID: 38651985 DOI: 10.1002/ieam.4925] [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: 01/01/2024] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 04/25/2024]
Abstract
Climate change requires major mitigation efforts, mainly emission reduction. Carbon sequestration and avoided deforestation are complementary mitigation strategies that can promote nature conservation and local development but may also have undesirable impacts. We reviewed 246 articles citing impacts, risks, or concerns from carbon projects, and 78 others related to this topic. Most of the impacts cited focus on biodiversity, especially in afforestation projects, and on social effects related to avoided deforestation projects. Concerns were raised about project effectiveness, the permanence of carbon stored, and leakage. Recommendations include accounting for uncertainty, assessing both mitigation and contribution to climate change, defining permanence, creating contingency plans, promoting local projects, proposing alternative livelihoods, ensuring a fair distribution of benefits, combining timber production and carbon sequestration, ensuring sustainable development and minimizing leakage. A holistic approach that combines carbon sequestration, nature conservation, and poverty alleviation must be applied. The potential occurrence of negative impacts does not invalidate carbon projects but makes it advisable to conduct proper environmental impact assessments, considering direct and indirect impacts, minimizing the negative effects while maximizing the positive ones, and weighing the trade-offs between them to guide decision-making. Public participation and transparency are essential. Integr Environ Assess Manag 2024;20:1812-1838. © 2024 SETAC.
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Affiliation(s)
- Álvaro Enríquez-de-Salamanca
- Department of Biodiversity, Ecology and Evolution, Faculty of Biological Sciences, Universidad Complutense de Madrid, Madrid, Spain
- Draba Ingeniería y Consultoría Medioambiental, San Lorenzo de El Escorial, Spain
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2
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Lenk A, Richter R, Kretz L, Wirth C. Effects of canopy gaps on microclimate, soil biological activity and their relationship in a European mixed floodplain forest. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 941:173572. [PMID: 38823707 DOI: 10.1016/j.scitotenv.2024.173572] [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: 02/09/2024] [Revised: 05/25/2024] [Accepted: 05/25/2024] [Indexed: 06/03/2024]
Abstract
Forest canopy gaps can influence understorey microclimate and ecosystem functions such as decomposition. Gaps can arise from silviculture or tree mortality, increasingly influenced by climate change. However, to what degree canopy gaps affect the buffered microclimate in the understorey under macroclimatic changes is unclear. We, therefore, investigated the effect of forest gaps differing in structure and size (25 gaps: single tree gaps up to 0.67 ha cuttings) on microclimate and soil biological activity compared to closed forest in a European mixed floodplain forest. During the investigation period in the drought year 2022 between May and October, mean soil moisture and temperature as well as soil and air temperature fluctuations increased with increasing openness. In summer, the highest difference of monthly means between cuttings and closed forest in the topsoil was 3.98 ± 9.43 % volumetric moisture and 2.05 ± 0.89 °C temperature, and in the air at 30 cm height 0.61 ± 0.35 °C temperature. For buffering, both the over- and understorey tree layers appeared as relevant with a particularly strong influence of understorey density on soil temperature. Three experiments, investigating soil biological activity by quantifying decomposition rates of tea and wooden spatulas as well as mesofauna feeding activity with bait-lamina stripes, revealed no significant differences between gaps and closed forest. However, we found a positive significant effect of mean soil temperature on feeding activity throughout the season. Although soil moisture decreased during this period, it showed no counteracting effect on feeding activity. Generally, very few significant relationships were observed between microclimate and soil biological activity in single experiments. Despite the dry growing season, decomposition rates remained high, suggesting temperature had a stronger influence than soil moisture. We conclude that the microclimatic differences within the gap gradient of our experiment were not strong enough to affect soil biological activity considerably.
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Affiliation(s)
- Annalena Lenk
- Systematic Botany and Functional Biodiversity, Leipzig University, Johannisallee 21, 04103 Leipzig, Germany.
| | - Ronny Richter
- Systematic Botany and Functional Biodiversity, Leipzig University, Johannisallee 21, 04103 Leipzig, Germany; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstraße 4, 04103 Leipzig, Germany
| | - Lena Kretz
- Systematic Botany and Functional Biodiversity, Leipzig University, Johannisallee 21, 04103 Leipzig, Germany
| | - Christian Wirth
- Systematic Botany and Functional Biodiversity, Leipzig University, Johannisallee 21, 04103 Leipzig, Germany; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstraße 4, 04103 Leipzig, Germany; Max-Planck Institute for Biogeochemistry, Hans-Knöll-Straße 10, 07745 Jena, Germany
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Ogée J, Walbott M, Barbeta A, Corcket E, Brunet Y. Decametric-scale buffering of climate extremes in forest understory within a riparian microrefugia: the key role of microtopography. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2024; 68:1741-1755. [PMID: 38850441 DOI: 10.1007/s00484-024-02702-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 04/09/2024] [Accepted: 05/07/2024] [Indexed: 06/10/2024]
Abstract
Riparian corridors often act as low-land climate refugia for temperate tree species in their southern distribution range. A plausible mechanism is the buffering of regional climate extremes by local physiographic and biotic factors. We tested this idea using a 3-year-long microclimate dataset collected along the Ciron river, a refugia for European beech (Fagus sylvatica) in southwestern France. Across the whole network, canopy gap fraction was the main predictor for spatial microclimatic variations, together with two other landscape features (elevation above the river and woodland fraction within a 300m radius). However, within the riparian forest only (canopy gap fraction < 25%, distance to the river < 150m), variations of up to -4°C and + 15% in summertime daily maximum air temperature and minimum relative humidity, respectively, were still found from the plateau to the cooler, moister river banks, only ~ 5-10m below. Elevation above the river was then identified as the main predictor, and explained the marked variations from the plateau to the banks much better than canopy gap fraction. The microclimate measured near the river is as cool but moister than the macroclimate encountered at 700-1000m asl further east in F. sylvatica's main distribution range. Indeed, at all locations, we found that air relative humidity was higher than expected from a temperature-only effect, suggesting that extra moisture is brought by the river. Our results explain well why beech trees in this climate refugium are restricted to the river gorges where microtopographic variations are the strongest and canopy gaps are rare.
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Affiliation(s)
- Jérôme Ogée
- ISPA, INRAE, Bordeaux Sciences Agro, 33140, Villenave d'Ornon, France.
| | - Marion Walbott
- BIOGECO, Université de Bordeaux, INRAE, 33615, Pessac, France
| | - Adrià Barbeta
- BEECA, Universitat de Barcelona, 08028, Barcelona, Catalonia, Spain
| | - Emmanuel Corcket
- BIOGECO, Université de Bordeaux, INRAE, 33615, Pessac, France
- IMBE, Aix Marseille Université, Avignon Université, CNRS, IRD, Marseille, 13397, France
| | - Yves Brunet
- ISPA, INRAE, Bordeaux Sciences Agro, 33140, Villenave d'Ornon, France
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Stumpe B, Stuhrmann N, Jostmeier A, Marschner B. Urban cemeteries: The forgotten but powerful cooling islands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 934:173167. [PMID: 38761931 DOI: 10.1016/j.scitotenv.2024.173167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/23/2024] [Accepted: 05/10/2024] [Indexed: 05/20/2024]
Abstract
Urban parks play a key role in UHI mitigation. However, the role of other prominent types of urban green infrastructure has not been comprehensively studied. Thus, the main objective of this study was to evaluate the role of cemeteries and allotments as cooling islands compared to the well-studied park areas. We assessed the LST of cemeteries, allotments and parks based on Landsat 8 TM images across the five largest German cities during summertime. Random forest regressions explain the LST spatial variability of the different urban green spaces (UGS) with spectral indices (NDVI, NDMI, NDBaI) as well as with tree characteristics (tree type, tree age, trunk circumferences, trunk height or canopy density). As a result, allotments were identified as the hottest UGS with the city means varying between 23.1 and 26.9 °C, since they contain a relatively high proportion of sealed surfaces. The LST spatial variability of allotment gardens was best explained by the NDVI indicating that fields with a higher percentage of flowering shrubs and trees reveal lower LST values than those covered by annual crops. Interestingly, cemeteries were characterized as the coolest UGS, with city means between 20.4 and 24.7 °C. Despite their high proportion of sealed surfaces, they are dominated by old trees resulting in intensive transpiration processes. Parks show heterogeneous LST patterns which could not be systematically explained by spectral indices due to the variability of park functionality and shape. Compared to parks, the tree-covered areas of cemeteries have a higher cooling potential since cemeteries as cultural heritage sites are well-protected allowing old tree growth with intensive transpiration. These findings underline the relevance of cemeteries as cooling islands and deepen the understanding of the role of tree characteristics in the cooling process.
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Affiliation(s)
- Britta Stumpe
- Department of General Geography/Human-Environment Research, Institute of Geography, University of Wuppertal, 42119 Wuppertal, Germany.
| | - Niklas Stuhrmann
- Department of General Geography/Human-Environment Research, Institute of Geography, University of Wuppertal, 42119 Wuppertal, Germany
| | - Anna Jostmeier
- Department of General Geography/Human-Environment Research, Institute of Geography, University of Wuppertal, 42119 Wuppertal, Germany
| | - Bernd Marschner
- Department of Soil Science and Soil Ecology, Geographical Institute, Ruhr-University Bochum, Universitaetsstr. 150, 44801 Bochum, Germany
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Rohatyn S, Yakir D, Rotenberg E, Carmel Y. Limited climate change mitigation potential through forestation of the vast dryland regions. Science 2022; 377:1436-1439. [PMID: 36137038 DOI: 10.1126/science.abm9684] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Forestation of the vast global drylands has been considered a promising climate change mitigation strategy. However, its actual climatic benefits are uncertain because the forests' reduced albedo can produce large warming effects. Using high-resolution spatial analysis of global drylands, we found 448 million hectares suitable for afforestation. This area's carbon sequestration potential until 2100 is 32.3 billion tons of carbon (Gt C), but 22.6 Gt C of that is required to balance albedo effects. The net carbon equivalent would offset ~1% of projected medium-emissions and business-as-usual scenarios over the same period. Focusing forestation only on areas with net cooling effects would use half the area and double the emissions offset. Although such smart forestation is clearly important, its limited climatic benefits reinforce the need to reduce emissions rapidly.
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Affiliation(s)
- Shani Rohatyn
- Faculty of Civil and Environmental Engineering, The Technion-Israel Institute of Technology, Haifa 3200003, Israel
| | - Dan Yakir
- Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Eyal Rotenberg
- Earth and Planetary Sciences, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Yohay Carmel
- Faculty of Civil and Environmental Engineering, The Technion-Israel Institute of Technology, Haifa 3200003, Israel
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6
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Novick KA, Metzger S, Anderegg WRL, Barnes M, Cala DS, Guan K, Hemes KS, Hollinger DY, Kumar J, Litvak M, Lombardozzi D, Normile CP, Oikawa P, Runkle BRK, Torn M, Wiesner S. Informing Nature-based Climate Solutions for the United States with the best-available science. GLOBAL CHANGE BIOLOGY 2022; 28:3778-3794. [PMID: 35253952 DOI: 10.1111/gcb.16156] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 02/04/2022] [Indexed: 06/14/2023]
Abstract
Nature-based Climate Solutions (NbCS) are managed alterations to ecosystems designed to increase carbon sequestration or reduce greenhouse gas emissions. While they have growing public and private support, the realizable benefits and unintended consequences of NbCS are not well understood. At regional scales where policy decisions are often made, NbCS benefits are estimated from soil and tree survey data that can miss important carbon sources and sinks within an ecosystem, and do not reveal the biophysical impacts of NbCS for local water and energy cycles. The only direct observations of ecosystem-scale carbon fluxes, for example, by eddy covariance flux towers, have not yet been systematically assessed for what they can tell us about NbCS potentials, and state-of-the-art remote sensing products and land-surface models are not yet being widely used to inform NbCS policymaking or implementation. As a result, there is a critical mismatch between the point- and tree-scale data most often used to assess NbCS benefits and impacts, the ecosystem and landscape scales where NbCS projects are implemented, and the regional to continental scales most relevant to policymaking. Here, we propose a research agenda to confront these gaps using data and tools that have long been used to understand the mechanisms driving ecosystem carbon and energy cycling, but have not yet been widely applied to NbCS. We outline steps for creating robust NbCS assessments at both local to regional scales that are informed by ecosystem-scale observations, and which consider concurrent biophysical impacts, future climate feedbacks, and the need for equitable and inclusive NbCS implementation strategies. We contend that these research goals can largely be accomplished by shifting the scales at which pre-existing tools are applied and blended together, although we also highlight some opportunities for more radical shifts in approach.
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Affiliation(s)
- Kimberly A Novick
- O'Neill School of Public and Environmental Affairs, Indiana University-Bloomington, Bloomington, Indiana, USA
| | - Stefan Metzger
- Battelle, National Ecological Observatory Network, Boulder, Colorado, USA
| | | | - Mallory Barnes
- O'Neill School of Public and Environmental Affairs, Indiana University-Bloomington, Bloomington, Indiana, USA
| | - Daniela S Cala
- O'Neill School of Public and Environmental Affairs, Indiana University-Bloomington, Bloomington, Indiana, USA
| | - Kaiyu Guan
- College of Agricultural, Consumer and Environmental Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Kyle S Hemes
- Woods Institute for the Environment, Stanford University, Stanford, California, USA
| | - David Y Hollinger
- USDA Forest Service, Northern Research Station, Durham, New Hampshire, USA
| | - Jitendra Kumar
- Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Marcy Litvak
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | | | | | - Patty Oikawa
- Department of Earth & Environmental Science, California State University-East Bay, Hayward, California, USA
| | - Benjamin R K Runkle
- Department of Biological and Agricultural Engineering, University of Arkansas, Fayetteville, Arkansas, USA
| | - Margaret Torn
- Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Susanne Wiesner
- Department of Biological Systems Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA
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7
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Bruley E, Mouillot F, Lauvaux T, Rambal S. Enhanced spring warming in a Mediterranean mountain by atmospheric circulation. Sci Rep 2022; 12:7721. [PMID: 35545646 PMCID: PMC9095602 DOI: 10.1038/s41598-022-11837-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 04/11/2022] [Indexed: 11/30/2022] Open
Abstract
We analyzed trends of air temperature across the Cévennes National Park in Southern France, a mid-altitude coastal mountain experiencing a rapid spread of forests at the expense of rangelands and submitted to Mediterranean Sea influences and so, impacted by local and regional processes of climate change. Since 1980, April to June warming trend reached a maximum temperature increase of + 0.124 °C year−1 and uniform whatever the altitude. Minimum temperature increased by + 0.058 °C year−1 at 500 m altitude and + 0.089 °C year−1 at 1500 m. Concomitantly, forest cover is increasing by + 0.51% year−1. Using an intrinsic biophysical mechanism model, we demonstrated that, at monthly scale, the forest surface is 1.7–3.1 °C cooler than that of nearby grasslands. As a result, the decrease in albedo corresponding to the conversion from grasslands to dense forests, translates into a cooling of maximum air temperatures of 0.023 °C year−1 which contributes to slow down the warming rate enhancement. Spring warming trends co-varied with negative WeMO phases associated with a low in the Gulf of Cádiz and an anticyclone in Central Europe. An east to west pressure gradient increases atmospheric humidity leading to a strong water vapor feedback, enhancing the forcing of thermal long wave radiations and hence the rise in temperature.
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Affiliation(s)
- E Bruley
- Centre d'Ecologie Fonctionnelle et Evolutive CEFE, UMR5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, 1919 Route de Mende, 34293, Montpellier Cedex 5, France.,Laboratoire d'Ecologie Alpine, CNRS, Université Grenoble Alpes, Grenoble, France
| | - F Mouillot
- Centre d'Ecologie Fonctionnelle et Evolutive CEFE, UMR 5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, IRD, 1919 Route de Mende, 34293, Montpellier Cedex 5, France
| | - T Lauvaux
- Laboratoire des Sciences du Climat et de l'Environnement, IPSL, Université de Saclay, Saclay, France
| | - S Rambal
- Centre d'Ecologie Fonctionnelle et Evolutive CEFE, UMR5175, CNRS, Université de Montpellier, Université Paul-Valéry Montpellier, EPHE, 1919 Route de Mende, 34293, Montpellier Cedex 5, France. .,Departamento de Biologia, Universidade Federal de Lavras, CP 3037, Lavras, MG, CEP 37200-000, Brazil.
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8
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Muller JD, Rotenberg E, Tatarinov F, Oz I, Yakir D. Evidence for efficient nonevaporative leaf-to-air heat dissipation in a pine forest under drought conditions. THE NEW PHYTOLOGIST 2021; 232:2254-2266. [PMID: 34536983 DOI: 10.1111/nph.17742] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 09/04/2021] [Indexed: 06/13/2023]
Abstract
The drier climates predicted for many regions will result in reduced evaporative cooling, leading to leaf heat stress and enhanced mortality. The extent to which nonevaporative cooling can contribute to plant resilience under these increasingly stressful conditions is not well known at present. Using a novel, high accuracy infrared system for the continuous measurement of leaf temperature in mature trees under field conditions, we assessed leaf-to-air temperature differences (ΔTleaf-air ) of pine needles during drought. On mid-summer days, ΔTleaf-air remained < 3°C, both in trees exposed to summer drought and in those provided with supplemental irrigation, which had a more than 10-fold higher transpiration rate. The nonevaporative cooling in the drought-exposed trees must be facilitated by low resistance to heat transfer, generating a large sensible heat flux, H. ΔTleaf-air was weakly related to variations in the radiation load and mean wind speed in the lower part of the canopy, but was dependent on canopy structure and within-canopy turbulence that enhanced the H. Nonevaporative cooling is demonstrated as an effective cooling mechanism in needle-leaf trees which can be a critical factor in forest resistance to drying climates. The generation of a large H at the leaf scale provides a basis for the development of the previously identified canopy-scale 'convector effect'.
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Affiliation(s)
- Jonathan D Muller
- Earth & Planetary Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Eyal Rotenberg
- Earth & Planetary Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Fyodor Tatarinov
- Earth & Planetary Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Itay Oz
- Earth & Planetary Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Dan Yakir
- Earth & Planetary Sciences, Weizmann Institute of Science, 7610001, Rehovot, Israel
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9
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De Frenne P, Lenoir J, Luoto M, Scheffers BR, Zellweger F, Aalto J, Ashcroft MB, Christiansen DM, Decocq G, De Pauw K, Govaert S, Greiser C, Gril E, Hampe A, Jucker T, Klinges DH, Koelemeijer IA, Lembrechts JJ, Marrec R, Meeussen C, Ogée J, Tyystjärvi V, Vangansbeke P, Hylander K. Forest microclimates and climate change: Importance, drivers and future research agenda. GLOBAL CHANGE BIOLOGY 2021; 27:2279-2297. [PMID: 33725415 DOI: 10.1111/gcb.15569] [Citation(s) in RCA: 136] [Impact Index Per Article: 45.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 02/05/2021] [Accepted: 02/14/2021] [Indexed: 05/05/2023]
Abstract
Forest microclimates contrast strongly with the climate outside forests. To fully understand and better predict how forests' biodiversity and functions relate to climate and climate change, microclimates need to be integrated into ecological research. Despite the potentially broad impact of microclimates on the response of forest ecosystems to global change, our understanding of how microclimates within and below tree canopies modulate biotic responses to global change at the species, community and ecosystem level is still limited. Here, we review how spatial and temporal variation in forest microclimates result from an interplay of forest features, local water balance, topography and landscape composition. We first stress and exemplify the importance of considering forest microclimates to understand variation in biodiversity and ecosystem functions across forest landscapes. Next, we explain how macroclimate warming (of the free atmosphere) can affect microclimates, and vice versa, via interactions with land-use changes across different biomes. Finally, we perform a priority ranking of future research avenues at the interface of microclimate ecology and global change biology, with a specific focus on three key themes: (1) disentangling the abiotic and biotic drivers and feedbacks of forest microclimates; (2) global and regional mapping and predictions of forest microclimates; and (3) the impacts of microclimate on forest biodiversity and ecosystem functioning in the face of climate change. The availability of microclimatic data will significantly increase in the coming decades, characterizing climate variability at unprecedented spatial and temporal scales relevant to biological processes in forests. This will revolutionize our understanding of the dynamics, drivers and implications of forest microclimates on biodiversity and ecological functions, and the impacts of global changes. In order to support the sustainable use of forests and to secure their biodiversity and ecosystem services for future generations, microclimates cannot be ignored.
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Affiliation(s)
| | - Jonathan Lenoir
- UMR 7058 CNRS "Ecologie et Dynamique des Systèmes Anthropisés" (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Miska Luoto
- Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
| | - Brett R Scheffers
- Wildlife Ecology & Conservation, University of Florida, Gainesville, FL, USA
| | | | - Juha Aalto
- Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
- Weather and Climate Change Impact Research, Finnish Meteorological Institute, Helsinki, Finland
| | - Michael B Ashcroft
- Centre for Sustainable Ecosystem Solutions, School of Earth, Atmospheric and Life Sciences, University of Wollongong, Wollongong, NSW, Australia
| | - Ditte M Christiansen
- Department of Ecology, Environment and Plant Sciences, and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
| | - Guillaume Decocq
- UMR 7058 CNRS "Ecologie et Dynamique des Systèmes Anthropisés" (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Karen De Pauw
- Forest & Nature Lab, Ghent University, Gontrode, Belgium
| | - Sanne Govaert
- Forest & Nature Lab, Ghent University, Gontrode, Belgium
| | - Caroline Greiser
- Department of Ecology, Environment and Plant Sciences, and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
| | - Eva Gril
- UMR 7058 CNRS "Ecologie et Dynamique des Systèmes Anthropisés" (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | - Arndt Hampe
- INRAE, Univ. Bordeaux, BIOGECO, Cestas, France
| | - Tommaso Jucker
- School of Biological Sciences, University of Bristol, Bristol, UK
| | - David H Klinges
- School of Natural Resources and Environment, University of Florida, Gainesville, FL, USA
| | - Irena A Koelemeijer
- Department of Ecology, Environment and Plant Sciences, and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
| | | | - Ronan Marrec
- UMR 7058 CNRS "Ecologie et Dynamique des Systèmes Anthropisés" (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | | | - Jérôme Ogée
- INRAE, Bordeaux Science Agro, ISPA, Villenave d'Ornon, France
| | - Vilna Tyystjärvi
- Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
- Weather and Climate Change Impact Research, Finnish Meteorological Institute, Helsinki, Finland
| | | | - Kristoffer Hylander
- Department of Ecology, Environment and Plant Sciences, and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
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