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Hähn GJA, Damasceno G, Alvarez-Davila E, Aubin I, Bauters M, Bergmeier E, Biurrun I, Bjorkman AD, Bonari G, Botta-Dukát Z, Campos JA, Čarni A, Chytrý M, Ćušterevska R, de Gasper AL, De Sanctis M, Dengler J, Dolezal J, El-Sheikh MA, Finckh M, Galán-de-Mera A, Garbolino E, Gholizadeh H, Golub V, Haider S, Hatim MZ, Hérault B, Homeier J, Jandt U, Jansen F, Jentsch A, Kattge J, Kessler M, Khanina L, Kreft H, Küzmič F, Lenoir J, Moeslund JE, Mucina L, Naqinezhad A, Noroozi J, Pérez-Haase A, Phillips OL, Pillar VD, Rivas-Torres G, Ruprecht E, Sandel B, Schmidt M, Schmiedel U, Schnitzer S, Schrodt F, Šilc U, Sparrow B, Sporbert M, Stančić Z, Strohbach B, Svenning JC, Tang CQ, Tang Z, Vibrans AC, Violle C, Waller D, Wana D, Wang HF, Whitfeld T, Zizka G, Sabatini FM, Bruelheide H. Global decoupling of functional and phylogenetic diversity in plant communities. Nat Ecol Evol 2025; 9:237-248. [PMID: 39627407 DOI: 10.1038/s41559-024-02589-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 10/24/2024] [Indexed: 02/11/2025]
Abstract
Plant communities are composed of species that differ both in functional traits and evolutionary histories. As species' functional traits partly result from their individual evolutionary history, we expect the functional diversity of communities to increase with increasing phylogenetic diversity. This expectation has only been tested at local scales and generally for specific growth forms or specific habitat types, for example, grasslands. Here we compare standardized effect sizes for functional and phylogenetic diversity among 1,781,836 vegetation plots using the global sPlot database. In contrast to expectations, we find functional diversity and phylogenetic diversity to be only weakly and negatively correlated, implying a decoupling between these two facets of diversity. While phylogenetic diversity is higher in forests and reflects recent climatic conditions (1981 to 2010), functional diversity tends to reflect recent and past climatic conditions (21,000 years ago). The independent nature of functional and phylogenetic diversity makes it crucial to consider both aspects of diversity when analysing ecosystem functioning and prioritizing conservation efforts.
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Affiliation(s)
- Georg J A Hähn
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany.
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, Italy.
| | - Gabriella Damasceno
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Isabelle Aubin
- Great Lakes Forestry Centre, Canadian Forest Service, Sault Ste Marie, Ontario, Canada
| | - Marijn Bauters
- Department of Environment, Ghent University, Gent, Belgium
| | - Erwin Bergmeier
- Department of Vegetation and Phytodiversity Analysis, University of Göttingen, Göttingen, Germany
| | - Idoia Biurrun
- Department of Plant Biology and Ecology, University of the Basque Country UPV/EHU, Bilbao, Spain
| | - Anne D Bjorkman
- Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
- Gothenburg Global Biodiversity Centre, Gothenburg, Sweden
| | - Gianmaria Bonari
- Biological and Environmental Sciences, University of Siena, Siena, Italy
| | - Zoltán Botta-Dukát
- Institute of Ecology and Botany, Centre for Ecological Research, Vácrátót, Hungary
| | - Juan A Campos
- Department of Plant Biology and Ecology, University of the Basque Country UPV/EHU, Bilbao, Spain
| | - Andraž Čarni
- Jovan Hadži Institute of Biology, Research Centre of the Slovenian Academy of Sciences and Arts, Ljubljana, Slovenia
- School for Viticulture and Enology, University of Nova Gorica, Nova Gorica, Slovenia
| | - Milan Chytrý
- Department of Botany and Zoology, Faculty of Science, Masaryk University, Brno, Czech Republic
| | - Renata Ćušterevska
- Institute of Biology, Faculty of Natural Sciences and Mathematics, University of Ss. Cyril and Methodius, Skopje, North Macedonia
| | | | - Michele De Sanctis
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Jürgen Dengler
- Zurich University of Applied Sciences (ZHAW), Wädenswil, Switzerland
| | - Jiri Dolezal
- Institute of Botany, Czech Academy of Science, Trebon, Czechia
| | - Mohamed A El-Sheikh
- Botany and Microbiology Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Manfred Finckh
- Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany
| | | | | | - Hamid Gholizadeh
- Biological and Environmental Sciences, University of Siena, Siena, Italy
| | - Valentin Golub
- Institute of Ecology of the Volga River Basin, Samara Federal Research Scientific Center, Togliatti, Russia
| | - Sylvia Haider
- Institute of Ecology, School of Sustainability, Leuphana University of Lüneburg, Lüneburg, Germany
| | - Mohamed Z Hatim
- Plant Ecology and Nature Conservation Group, Environmental Sciences Department, Wageningen University, Wageningen, the Netherlands
| | - Bruno Hérault
- CIRAD, UPR Forêts et Sociétés, Campus de Baillarguet, Montpellier, France
- University Montpellier, Montpellier, France
| | - Jürgen Homeier
- Resource Management, HAWK Goettingen, Goettingen, Germany
| | - Ute Jandt
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | | | - Anke Jentsch
- Bayreuth Center of Ecology and Environmental Research, Department of Disturbance Ecology, University of Bayreuth, Bayreuth, Germany
| | - Jens Kattge
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Max Planck Institute for Biogeochemistry, Jena, Germany
| | - Michael Kessler
- Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
| | - Larisa Khanina
- Branch of the M.V. Keldysh IAM RAS, IMPB RAS, Pushchino, Russia
| | - Holger Kreft
- Department of Biodiversity, Macroecology and Biogeography, University of Göttingen, Göttingen, Germany
| | - Filip Küzmič
- Jovan Hadži Institute of Biology, Research Centre of the Slovenian Academy of Sciences and Arts, Ljubljana, Slovenia
| | - Jonathan Lenoir
- UMR CNRS 7058 Ecologie et Dynamique des Systèmes Anthropisés (EDYSAN), Université de Picardie Jules Verne, Amiens, France
| | | | - Ladislav Mucina
- Harry Butler Institute, Perth, Western Australia, Australia
- Department of Geography and Environmental Studies, Stellenbosch University, Matieland, South Africa
| | - Alireza Naqinezhad
- Department of Environmental Sciences, College of Science and Engineering, University of Derby, Derby, UK
| | - Jalil Noroozi
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Aaron Pérez-Haase
- Institut de Recerca de la Biodiversitat (IRBio), Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona, Barcelona, Spain
| | | | - Valério D Pillar
- Department of Ecology, Universidade Federal do Rio Grande do Sul, Porto Alegro, Brazil
| | - Gonzalo Rivas-Torres
- Colegio de Ciencias Biológicas y Ambientales, Estación de Biodiversidad Tiputini, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | - Eszter Ruprecht
- Hungarian Department of Biology and Ecology, Faculty of Biology and Geology, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Brody Sandel
- Department of Biology, Santa Clara University, Santa Clara, CA, USA
| | | | - Ute Schmiedel
- Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany
| | | | | | - Urban Šilc
- Jovan Hadži Institute of Biology, Research Centre of the Slovenian Academy of Sciences and Arts, Ljubljana, Slovenia
| | - Ben Sparrow
- The School of Biological Sciences, University of Adelaide, Glen Osmond, South Australia, Australia
| | - Maria Sporbert
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Zvjezdana Stančić
- Faculty of Geotechnical Engineering, University of Zagreb, Varaždin, Croatia
| | - Ben Strohbach
- Biodiversity Research Center, Faculty of Health, Natural Resources and Applied Sciences, Namibia University of Science and Technology, Windhoek, Namibia
| | - Jens-Christian Svenning
- Center for Ecological Dynamics in a Novel Biosphere (ECONOVO), Department of Biology, Aarhus University, Aarhus C, Denmark
| | - Cindy Q Tang
- College of Ecology and Environmental Science, Institute of Ecology and Geobotany, Yunnan University, University Town, China
| | - Zhiyao Tang
- College of Urban and Environmental Sciences, Department of Ecology, Peking University, Beijing, China
| | | | - Cyrille Violle
- CEFE, CNRS, EPHE, IRD, University Montpellier, Montpellier, France
| | - Donald Waller
- Department of Botany, University of Wisconsin-Madison, Madison, WI, USA
| | - Desalegn Wana
- Department of Geography and Environmental Studies, Addis Ababa University, Addis Ababa, Ethiopia
| | - Hua-Feng Wang
- Sanya Nanfan Research Institute, Hainan University, Sanya, China
| | | | - Georg Zizka
- Senckenberg Research Institute and Natural History Museum Frankfurt and Department Botany and Molecular Evolution, Goethe University, Frankfurt, Germany
| | - Francesco Maria Sabatini
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, Italy
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, Prague, Czech Republic
| | - Helge Bruelheide
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Halle, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
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Parlin AF, Kendzel MJ, Taylor OR, Culley TM, Matter SF, Guerra PA. The cost of movement: assessing energy expenditure in a long-distant ectothermic migrant under climate change. J Exp Biol 2023; 226:jeb245296. [PMID: 37815453 DOI: 10.1242/jeb.245296] [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: 11/11/2022] [Accepted: 09/18/2023] [Indexed: 10/11/2023]
Abstract
Migration is an energetically taxing phenomenon as animals move across vast, heterogeneous landscapes where the cost of transport is impacted by permissible ambient conditions. In this study, we assessed the energetic demands of long-distance migration in a multigenerational ectothermic migrant, the monarch butterfly (Danaus plexippus). We tested the hypotheses that temperature-dependent physiological processes reduce energy reserves faster during migration than previously estimated, and that increasing climatic temperatures resulting from the climate crisis will intensify baseline daily energy expenditure. First, we reared monarchs under laboratory conditions to assess energy and mass conversion from fifth instar to adult stages, as a baseline for migratory adult mass and ontogenetic shifts in metabolic rate from larvae to adult. Then, using historical tag-recapture data, we estimated the movement propensity and migratory pace of autumn migrants using computer simulations and subsequently calculated energy expenditure. Finally, we estimated the energy use of monarchs based on these tag-recapture data and used this information to estimate daily energy expenditure over a 57 year period. We found support for our two hypotheses, noting that incorporating standard metabolic rate into estimates of migratory energy expenditure shows higher energy demand and that daily energy expenditure has been gradually increasing over time since 1961. Our study shows the deleterious energetic consequences under current climate change trajectories and highlights the importance of incorporating energetic estimates for understanding migration by small, ectothermic migrants.
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Affiliation(s)
- Adam F Parlin
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
- Department of Environmental Biology, College of Environmental Science and Forestry, State University of New York, Syracuse, NY 13210, USA
| | - Mitchell J Kendzel
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
- Department of Biology, Emory University, Atlanta, GA 30322, USA
| | - Orley R Taylor
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, KS 66045, USA
| | - Theresa M Culley
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
| | - Stephen F Matter
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
| | - Patrick A Guerra
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
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3
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Fristoe TS, Bleilevens J, Kinlock NL, Yang Q, Zhang Z, Dawson W, Essl F, Kreft H, Pergl J, Pyšek P, Weigelt P, Dufour-Dror JM, Sennikov AN, Wasowicz P, Westergaard KB, van Kleunen M. Evolutionary imbalance, climate and human history jointly shape the global biogeography of alien plants. Nat Ecol Evol 2023; 7:1633-1644. [PMID: 37652998 DOI: 10.1038/s41559-023-02172-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 07/18/2023] [Indexed: 09/02/2023]
Abstract
Human activities are causing global biotic redistribution, translocating species and providing them with opportunities to establish populations beyond their native ranges. Species originating from certain global regions, however, are disproportionately represented among naturalized aliens. The evolutionary imbalance hypothesis posits that differences in absolute fitness among biogeographic divisions determine outcomes when biotas mix. Here, we compile data from native and alien distributions for nearly the entire global seed plant flora and find that biogeographic conditions predicted to drive evolutionary imbalance act alongside climate and anthropogenic factors to shape flows of successful aliens among regional biotas. Successful aliens tend to originate from large, biodiverse regions that support abundant populations and where species evolve against a diverse backdrop of competitors and enemies. We also reveal that these same native distribution characteristics are shared among the plants that humans select for cultivation and economic use. In addition to influencing species' innate potentials as invaders, we therefore suggest that evolutionary imbalance shapes plants' relationships with humans, impacting which species are translocated beyond their native distributions.
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Affiliation(s)
- Trevor S Fristoe
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany.
| | - Jonas Bleilevens
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
- Centre for Organismal Studies (COS) Heidelberg, Biodiversity and Plant Systematics, Heidelberg University, Heidelberg, Germany
| | - Nicole L Kinlock
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
| | - Qiang Yang
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
- The German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Zhijie Zhang
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
| | - Wayne Dawson
- Department of Biosciences, Durham University, Durham, UK
| | - Franz Essl
- BioInvasions, Global Change, Macroecology Group, Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Holger Kreft
- Biodiversity, Macroecology & Biogeography, University of Goettingen, Göttingen, Germany
- Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Göttingen, Germany
| | - Jan Pergl
- Department of Invasion Ecology, Institute of Botany, Czech Academy of Sciences, Průhonice, Czech Republic
| | - 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
| | - Patrick Weigelt
- Biodiversity, Macroecology & Biogeography, University of Goettingen, Göttingen, Germany
- Centre of Biodiversity and Sustainable Land Use (CBL), University of Goettingen, Göttingen, Germany
| | | | - Alexander N Sennikov
- Botanical Museum, Finnish Museum of Natural History, University of Helsinki, Helsinki, Finland
| | - Pawel Wasowicz
- Icelandic Institute of Natural History, Borgir vid Nordurslod, Akureyri, Iceland
| | - Kristine B Westergaard
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mark van Kleunen
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
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4
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Simulations of human migration into North America are more sensitive to demography than choice of palaeoclimate model. Ecol Modell 2022. [DOI: 10.1016/j.ecolmodel.2022.110115] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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5
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Brown SC, Mellin C, García Molinos J, Lorenzen ED, Fordham DA. Faster ocean warming threatens richest areas of marine biodiversity. GLOBAL CHANGE BIOLOGY 2022; 28:5849-5858. [PMID: 35795987 PMCID: PMC9544294 DOI: 10.1111/gcb.16328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/23/2022] [Accepted: 06/26/2022] [Indexed: 06/15/2023]
Abstract
The vulnerability of marine biodiversity to accelerated rates of climatic change is poorly understood. By developing a new method for identifying extreme oceanic warming events during Earth's most recent deglaciation, and comparing these to 21st century projections, we show that future rates of ocean warming will disproportionately affect the most speciose marine communities, potentially threatening biodiversity in more than 70% of current-day global hotspots of marine species richness. The persistence of these richest areas of marine biodiversity will require many species to move well beyond the biogeographic realm where they are endemic, at rates of redistribution not previously seen. Our approach for quantifying exposure of biodiversity to past and future rates of oceanic warming provides new context and scalable information for deriving and strengthening conservation actions to safeguard marine biodiversity under climate change.
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Affiliation(s)
- Stuart C. Brown
- School of Biological SciencesUniversity of AdelaideAdelaideSouth AustraliaAustralia
- Globe Institute, University of CopenhagenCopenhagenDenmark
| | - Camille Mellin
- School of Biological SciencesUniversity of AdelaideAdelaideSouth AustraliaAustralia
| | - Jorge García Molinos
- Arctic Research CenterHokkaido UniversitySapporoJapan
- Graduate School of Environmental ScienceHokkaido UniversitySapporoJapan
| | | | - Damien A. Fordham
- School of Biological SciencesUniversity of AdelaideAdelaideSouth AustraliaAustralia
- Globe Institute, University of CopenhagenCopenhagenDenmark
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6
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Pilowsky JA, Colwell RK, Rahbek C, Fordham DA. Process-explicit models reveal the structure and dynamics of biodiversity patterns. SCIENCE ADVANCES 2022; 8:eabj2271. [PMID: 35930641 PMCID: PMC9355350 DOI: 10.1126/sciadv.abj2271] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
With ever-growing data availability and computational power at our disposal, we now have the capacity to use process-explicit models more widely to reveal the ecological and evolutionary mechanisms responsible for spatiotemporal patterns of biodiversity. Most research questions focused on the distribution of diversity cannot be answered experimentally, because many important environmental drivers and biological constraints operate at large spatiotemporal scales. However, we can encode proposed mechanisms into models, observe the patterns they produce in virtual environments, and validate these patterns against real-world data or theoretical expectations. This approach can advance understanding of generalizable mechanisms responsible for the distributions of organisms, communities, and ecosystems in space and time, advancing basic and applied science. We review recent developments in process-explicit models and how they have improved knowledge of the distribution and dynamics of life on Earth, enabling biodiversity to be better understood and managed through a deeper recognition of the processes that shape genetic, species, and ecosystem diversity.
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Affiliation(s)
- Julia A. Pilowsky
- The Environment Institute, School of Biological Sciences, University of Adelaide, Adelaide, Australia
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Corresponding author. (J.A.P.); (D.A.F.)
| | - Robert K. Colwell
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- University of Colorado Museum of Natural History, Boulder, CO, USA
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
- Departmento de Ecología, Universidade Federal de Goiás, Goiás, Brazil
| | - Carsten Rahbek
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Global Mountain Biodiversity, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Institute of Ecology, Peking University, Beijing, China
- Danish Institute for Advanced Study, University of Southern Denmark, Odense, Denmark
| | - Damien A. Fordham
- The Environment Institute, School of Biological Sciences, University of Adelaide, Adelaide, Australia
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Global Mountain Biodiversity, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Corresponding author. (J.A.P.); (D.A.F.)
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7
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Pilowsky JA, Colwell RK, Rahbek C, Fordham DA. Process-explicit models reveal the structure and dynamics of biodiversity patterns. SCIENCE ADVANCES 2022. [PMID: 35930641 DOI: 10.6084/m9.figshare.19441655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
With ever-growing data availability and computational power at our disposal, we now have the capacity to use process-explicit models more widely to reveal the ecological and evolutionary mechanisms responsible for spatiotemporal patterns of biodiversity. Most research questions focused on the distribution of diversity cannot be answered experimentally, because many important environmental drivers and biological constraints operate at large spatiotemporal scales. However, we can encode proposed mechanisms into models, observe the patterns they produce in virtual environments, and validate these patterns against real-world data or theoretical expectations. This approach can advance understanding of generalizable mechanisms responsible for the distributions of organisms, communities, and ecosystems in space and time, advancing basic and applied science. We review recent developments in process-explicit models and how they have improved knowledge of the distribution and dynamics of life on Earth, enabling biodiversity to be better understood and managed through a deeper recognition of the processes that shape genetic, species, and ecosystem diversity.
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Affiliation(s)
- July A Pilowsky
- The Environment Institute, School of Biological Sciences, University of Adelaide, Adelaide, Australia
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Robert K Colwell
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- University of Colorado Museum of Natural History, Boulder, CO, USA
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, USA
- Departmento de Ecología, Universidade Federal de Goiás, Goiás, Brazil
| | - Carsten Rahbek
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Global Mountain Biodiversity, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Institute of Ecology, Peking University, Beijing, China
- Danish Institute for Advanced Study, University of Southern Denmark, Odense, Denmark
| | - Damien A Fordham
- The Environment Institute, School of Biological Sciences, University of Adelaide, Adelaide, Australia
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Global Mountain Biodiversity, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
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8
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Herrando-Moraira S, Nualart N, Galbany-Casals M, Garcia-Jacas N, Ohashi H, Matsui T, Susanna A, Tang CQ, López-Pujol J. Climate Stability Index maps, a global high resolution cartography of climate stability from Pliocene to 2100. Sci Data 2022; 9:48. [PMID: 35145118 PMCID: PMC8831633 DOI: 10.1038/s41597-022-01144-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 11/12/2021] [Indexed: 11/09/2022] Open
Abstract
Climate changes are top biodiversity shapers, both during the past and future. Mapping the most climatic stable and unstable zones on Earth could improve our understanding of biodiversity distribution and evolution. Here, we present a set of maps based on a global scale, high resolution (ca. 5 km) new Climate Stability Index (CSI). The CSI considers bioclimatic variables for two different time ranges: (1) from Pliocene (3.3 Ma) to the present (CSI-past map set), using 12 time periods of PaleoClim representing warm and cold cycles; and (2) from present to the year 2100 (CSI-future), using nine general circulation models of climate change of four periods available from WorldClim. We calculated standard deviation of the variables and selected an uncorrelated set for summing, normalizing and obtaining the CSI maps. Our approach is useful for fields such as biogeography, earth sciences, agriculture, or sociology. However, CSI is an index that can be re-calculated according to particular criteria and objectives (e.g. temperature variables); maps are, therefore, customizable to every user.
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Affiliation(s)
- Sonia Herrando-Moraira
- Botanic Institute of Barcelona (IBB, CSIC-Ajuntament de Barcelona), Pg. del Migdia, s.n., 08038, Barcelona, Spain.
| | - Neus Nualart
- Botanic Institute of Barcelona (IBB, CSIC-Ajuntament de Barcelona), Pg. del Migdia, s.n., 08038, Barcelona, Spain
| | - Mercè Galbany-Casals
- Systematics and Evolution of Vascular Plants (UAB) - Associated Unit to CSIC, Departament de Biologia Animal, Biologia Vegetal i Ecologia, Facultat de Biociències, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | - Núria Garcia-Jacas
- Botanic Institute of Barcelona (IBB, CSIC-Ajuntament de Barcelona), Pg. del Migdia, s.n., 08038, Barcelona, Spain
| | - Haruka Ohashi
- Forestry and Forest Products Research Institute, Forest Research and Management Organization, Matsunosato 1, Tsukuba-shi, Ibaraki-ken, 305-8687, Japan
| | - Tetsuya Matsui
- Forestry and Forest Products Research Institute, Forest Research and Management Organization, Matsunosato 1, Tsukuba-shi, Ibaraki-ken, 305-8687, Japan.,Faculty of Life and Environmental Sciences, University of Tsukuba, Tennodai 1-1-1, Tsukuba, Ibaraki, 305-8572, Japan
| | - Alfonso Susanna
- Botanic Institute of Barcelona (IBB, CSIC-Ajuntament de Barcelona), Pg. del Migdia, s.n., 08038, Barcelona, Spain
| | - Cindy Q Tang
- Institute of Ecology and Geobotany, College of Ecology and Environmental Science, Yunnan University, Dongwaihuan South Road, University Town, Chenggong New District, Kunming, Yunnan, 650504, China
| | - Jordi López-Pujol
- Botanic Institute of Barcelona (IBB, CSIC-Ajuntament de Barcelona), Pg. del Migdia, s.n., 08038, Barcelona, Spain.
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