The road to integrate climate change projections with regional land‐use–biodiversity models

Detalhes bibliográficos
Autor(a) principal: Cabral, Juliano Sarmento
Data de Publicação: 2023
Outros Autores: Mendoza‐Ponce, Alma, P. Silva, André, Oberpriller, Johannes, Mimet, Anne, Kieslinger, Julia, Berger, Thomas, Blechschmidt, Jana, Brönner, Maximilian, Classen, Alice, Fallert, Stefan, Hartig, Florian, Hof, Christian, Hoffmann, Markus, Knoke, Thomas, Krause, Andreas, Lewerentz, Anne, Pohle, Perdita, Raeder, Uta, Rammig, Anja, Redlich, Sarah, Rubanschi, Sven, Stetter, Christian, Weisser, Wolfgang, Vedder, Daniel, Verburg, Peter H., Zurell, Damaris
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10451/62668
Resumo: Current approaches to project spatial biodiversity responses to climate change mainly focus on the direct effects of climate on species while regarding land use and land cover as constant or prescribed by global land-use scenarios. However, local land-use decisions are often affected by climate change and biodiversity on top of socioeconomic and policy drivers. To realistically understand and predict climate impacts on biodiversity, it is, therefore, necessary to integrate both direct and indirect effects (via climate-driven land-use change) of climate change on biodiversity.In this perspective paper, we outline how biodiversity models could be better integrated with regional, climate-driven land-use models. We initially provide a short, non-exhaustive review of empirical and modelling approaches to land-use and land-cover change (LU) and biodiversity (BD) change at regional scales, which forms the base for our perspective about improved integration of LU and BD models. We consider a diversity of approaches, with a special emphasis on mechanistic models. We also look at current levels of integration and at model properties, such as scales, inputs and outputs, to further identify integration challenges and opportunities.We find that LU integration in BD models is more frequent than the other way around and has been achieved at different levels: from overlapping predictions to simultaneously coupled simulations (i.e. bidirectional effects). Of the integrated LU-BD socio-ecological models, some studies included climate change effects on LU, but the relative contribution of direct vs. indirect effects of climate change on BD remains a key research challenge.Important research avenues include concerted efforts in harmonizing spatial and temporal resolution, disentangling direct and indirect effects of climate change on biodiversity, explicitly accounting for bidirectional feedbacks, and ultimately feeding socio-ecological systems back into climate predictions. These avenues can be navigated by matching models, plugins for format and resolution conversion, and increasing the land-use forecast horizon with adequate uncertainty. Recent developments of coupled models show that such integration is achievable and can lead to novel insights into climate–land use–biodiversity relations.
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spelling The road to integrate climate change projections with regional land‐use–biodiversity modelsCurrent approaches to project spatial biodiversity responses to climate change mainly focus on the direct effects of climate on species while regarding land use and land cover as constant or prescribed by global land-use scenarios. However, local land-use decisions are often affected by climate change and biodiversity on top of socioeconomic and policy drivers. To realistically understand and predict climate impacts on biodiversity, it is, therefore, necessary to integrate both direct and indirect effects (via climate-driven land-use change) of climate change on biodiversity.In this perspective paper, we outline how biodiversity models could be better integrated with regional, climate-driven land-use models. We initially provide a short, non-exhaustive review of empirical and modelling approaches to land-use and land-cover change (LU) and biodiversity (BD) change at regional scales, which forms the base for our perspective about improved integration of LU and BD models. We consider a diversity of approaches, with a special emphasis on mechanistic models. We also look at current levels of integration and at model properties, such as scales, inputs and outputs, to further identify integration challenges and opportunities.We find that LU integration in BD models is more frequent than the other way around and has been achieved at different levels: from overlapping predictions to simultaneously coupled simulations (i.e. bidirectional effects). Of the integrated LU-BD socio-ecological models, some studies included climate change effects on LU, but the relative contribution of direct vs. indirect effects of climate change on BD remains a key research challenge.Important research avenues include concerted efforts in harmonizing spatial and temporal resolution, disentangling direct and indirect effects of climate change on biodiversity, explicitly accounting for bidirectional feedbacks, and ultimately feeding socio-ecological systems back into climate predictions. These avenues can be navigated by matching models, plugins for format and resolution conversion, and increasing the land-use forecast horizon with adequate uncertainty. Recent developments of coupled models show that such integration is achievable and can lead to novel insights into climate–land use–biodiversity relations.British Ecological SocietyRepositório da Universidade de LisboaCabral, Juliano SarmentoMendoza‐Ponce, AlmaP. Silva, AndréOberpriller, JohannesMimet, AnneKieslinger, JuliaBerger, ThomasBlechschmidt, JanaBrönner, MaximilianClassen, AliceFallert, StefanHartig, FlorianHof, ChristianHoffmann, MarkusKnoke, ThomasKrause, AndreasLewerentz, AnnePohle, PerditaRaeder, UtaRammig, AnjaRedlich, SarahRubanschi, SvenStetter, ChristianWeisser, WolfgangVedder, DanielVerburg, Peter H.Zurell, Damaris2024-02-16T14:35:34Z2023-062023-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10451/62668engCabral, J. S., Mendoza-Ponce, A., da Silva, A. P., Oberpriller, J., Mimet, A., Kieslinger, J., Berger, T., Blechschmidt, J., Brönner, M., Classen, A., Fallert, S., Hartig, F., Hof, C., Hoffmann, M., Knoke, T., Krause, A., Lewerentz, A., Pohle, P., Raeder, U. ... Zurell, D. (2023). The road to integrate climate change projections with regional land-use– biodiversity models. People and Nature, 00, 1–26. https://doi.org/10.1002/pan3.1047210.1002/pan3.10472info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-19T01:19:17Zoai:repositorio.ul.pt:10451/62668Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T02:38:59.396390Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The road to integrate climate change projections with regional land‐use–biodiversity models
title The road to integrate climate change projections with regional land‐use–biodiversity models
spellingShingle The road to integrate climate change projections with regional land‐use–biodiversity models
Cabral, Juliano Sarmento
title_short The road to integrate climate change projections with regional land‐use–biodiversity models
title_full The road to integrate climate change projections with regional land‐use–biodiversity models
title_fullStr The road to integrate climate change projections with regional land‐use–biodiversity models
title_full_unstemmed The road to integrate climate change projections with regional land‐use–biodiversity models
title_sort The road to integrate climate change projections with regional land‐use–biodiversity models
author Cabral, Juliano Sarmento
author_facet Cabral, Juliano Sarmento
Mendoza‐Ponce, Alma
P. Silva, André
Oberpriller, Johannes
Mimet, Anne
Kieslinger, Julia
Berger, Thomas
Blechschmidt, Jana
Brönner, Maximilian
Classen, Alice
Fallert, Stefan
Hartig, Florian
Hof, Christian
Hoffmann, Markus
Knoke, Thomas
Krause, Andreas
Lewerentz, Anne
Pohle, Perdita
Raeder, Uta
Rammig, Anja
Redlich, Sarah
Rubanschi, Sven
Stetter, Christian
Weisser, Wolfgang
Vedder, Daniel
Verburg, Peter H.
Zurell, Damaris
author_role author
author2 Mendoza‐Ponce, Alma
P. Silva, André
Oberpriller, Johannes
Mimet, Anne
Kieslinger, Julia
Berger, Thomas
Blechschmidt, Jana
Brönner, Maximilian
Classen, Alice
Fallert, Stefan
Hartig, Florian
Hof, Christian
Hoffmann, Markus
Knoke, Thomas
Krause, Andreas
Lewerentz, Anne
Pohle, Perdita
Raeder, Uta
Rammig, Anja
Redlich, Sarah
Rubanschi, Sven
Stetter, Christian
Weisser, Wolfgang
Vedder, Daniel
Verburg, Peter H.
Zurell, Damaris
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Cabral, Juliano Sarmento
Mendoza‐Ponce, Alma
P. Silva, André
Oberpriller, Johannes
Mimet, Anne
Kieslinger, Julia
Berger, Thomas
Blechschmidt, Jana
Brönner, Maximilian
Classen, Alice
Fallert, Stefan
Hartig, Florian
Hof, Christian
Hoffmann, Markus
Knoke, Thomas
Krause, Andreas
Lewerentz, Anne
Pohle, Perdita
Raeder, Uta
Rammig, Anja
Redlich, Sarah
Rubanschi, Sven
Stetter, Christian
Weisser, Wolfgang
Vedder, Daniel
Verburg, Peter H.
Zurell, Damaris
description Current approaches to project spatial biodiversity responses to climate change mainly focus on the direct effects of climate on species while regarding land use and land cover as constant or prescribed by global land-use scenarios. However, local land-use decisions are often affected by climate change and biodiversity on top of socioeconomic and policy drivers. To realistically understand and predict climate impacts on biodiversity, it is, therefore, necessary to integrate both direct and indirect effects (via climate-driven land-use change) of climate change on biodiversity.In this perspective paper, we outline how biodiversity models could be better integrated with regional, climate-driven land-use models. We initially provide a short, non-exhaustive review of empirical and modelling approaches to land-use and land-cover change (LU) and biodiversity (BD) change at regional scales, which forms the base for our perspective about improved integration of LU and BD models. We consider a diversity of approaches, with a special emphasis on mechanistic models. We also look at current levels of integration and at model properties, such as scales, inputs and outputs, to further identify integration challenges and opportunities.We find that LU integration in BD models is more frequent than the other way around and has been achieved at different levels: from overlapping predictions to simultaneously coupled simulations (i.e. bidirectional effects). Of the integrated LU-BD socio-ecological models, some studies included climate change effects on LU, but the relative contribution of direct vs. indirect effects of climate change on BD remains a key research challenge.Important research avenues include concerted efforts in harmonizing spatial and temporal resolution, disentangling direct and indirect effects of climate change on biodiversity, explicitly accounting for bidirectional feedbacks, and ultimately feeding socio-ecological systems back into climate predictions. These avenues can be navigated by matching models, plugins for format and resolution conversion, and increasing the land-use forecast horizon with adequate uncertainty. Recent developments of coupled models show that such integration is achievable and can lead to novel insights into climate–land use–biodiversity relations.
publishDate 2023
dc.date.none.fl_str_mv 2023-06
2023-06-01T00:00:00Z
2024-02-16T14:35:34Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10451/62668
url http://hdl.handle.net/10451/62668
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cabral, J. S., Mendoza-Ponce, A., da Silva, A. P., Oberpriller, J., Mimet, A., Kieslinger, J., Berger, T., Blechschmidt, J., Brönner, M., Classen, A., Fallert, S., Hartig, F., Hof, C., Hoffmann, M., Knoke, T., Krause, A., Lewerentz, A., Pohle, P., Raeder, U. ... Zurell, D. (2023). The road to integrate climate change projections with regional land-use– biodiversity models. People and Nature, 00, 1–26. https://doi.org/10.1002/pan3.10472
10.1002/pan3.10472
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv British Ecological Society
publisher.none.fl_str_mv British Ecological Society
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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