Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa

Climate change poses a major threat to species distribution and habitat loss, while also contributing to biodiversity decrease. Understanding these effects along climatic gradients is crucial for guiding conservation and mitigating declines. In this context, this study aims to assess the impact of c...

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Main Authors: Rissicath Foumilayo Djaboutou, Séverin Biaou, Gérard Nounagnon Gouwakinnou, Christine A. I. Nougbodé Ouinsavi
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Trees, Forests and People
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666719325000664
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author Rissicath Foumilayo Djaboutou
Séverin Biaou
Gérard Nounagnon Gouwakinnou
Christine A. I. Nougbodé Ouinsavi
author_facet Rissicath Foumilayo Djaboutou
Séverin Biaou
Gérard Nounagnon Gouwakinnou
Christine A. I. Nougbodé Ouinsavi
author_sort Rissicath Foumilayo Djaboutou
collection DOAJ
description Climate change poses a major threat to species distribution and habitat loss, while also contributing to biodiversity decrease. Understanding these effects along climatic gradients is crucial for guiding conservation and mitigating declines. In this context, this study aims to assess the impact of climate change on the distribution of Sterculia setigera Delile, a widespread species with significant socio-economic value found in different climate zones of Benin. Given the heterogeneity of environmental conditions in Benin, a crucial question remains: how does climate change affect each S. setigera population group? And what are the priority areas for S. setigera conservation? To address these questions, we subjected each subgroup to species distribution modeling (SDM) using the maximum entropy algorithm (MaxEnt). This approach was applied under Shared Socioeconomic Pathways (SSP 2–4.5) and SSP 5–8.5 climate scenarios. A test of niche similarity between the groups was performed to assess their level of conservatism. Habitat prioritization was performed using Zonation software. Our results showed three distinct homogeneous subgroups (north-SN, center-SC and south-SS) with differentiated climatic conditions. SN was affected mainly by mean temperature of the warmest quarter, SS by precipitation of driest month, isothermality and minimum temperature of coldest month, while SC by elevation, temperature Seasonality and mean temperature of coldest quarter. Current climatic conditions were suitable for S. setigera in all climate zones. Under future climate scenarios SSP 2–4.5 and SSP 5–8.5, SN increased, while SC decreased. The SS subgroups, showed a decrease in suitable conditions under the SSP 2–4.5 scenario but an increase under the SSP 5–8.5 scenario. However, among the subgroups there was niche differentiation, leading to the emergence of ecotypes. The protected area was prioritized for the conservation of S. setigera in Benin. Therefore, future research should investigate further genetic and trait variation aspects within subgroups to confirm the existence of ecotypes.
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spelling doaj-art-608ebec5a1584075b1c49ae3bbadc2fc2025-08-20T03:44:27ZengElsevierTrees, Forests and People2666-71932025-06-012010084010.1016/j.tfp.2025.100840Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West AfricaRissicath Foumilayo Djaboutou0Séverin Biaou1Gérard Nounagnon Gouwakinnou2Christine A. I. Nougbodé Ouinsavi3Laboratoire d'Etudes et de Recherches Forestières, University of Parakou, Benin; Corresponding author.Laboratoire d'Ecologie, de Botanique et de Biologie Végétale, University of Parakou, BeninLaboratoire d'Ecologie, de Botanique et de Biologie Végétale, University of Parakou, Benin; Department of Natural Resources Management, Faculty of Agronomy, University of Parakou, BeninLaboratoire d'Etudes et de Recherches Forestières, University of Parakou, Benin; Department of Natural Resources Management, Faculty of Agronomy, University of Parakou, BeninClimate change poses a major threat to species distribution and habitat loss, while also contributing to biodiversity decrease. Understanding these effects along climatic gradients is crucial for guiding conservation and mitigating declines. In this context, this study aims to assess the impact of climate change on the distribution of Sterculia setigera Delile, a widespread species with significant socio-economic value found in different climate zones of Benin. Given the heterogeneity of environmental conditions in Benin, a crucial question remains: how does climate change affect each S. setigera population group? And what are the priority areas for S. setigera conservation? To address these questions, we subjected each subgroup to species distribution modeling (SDM) using the maximum entropy algorithm (MaxEnt). This approach was applied under Shared Socioeconomic Pathways (SSP 2–4.5) and SSP 5–8.5 climate scenarios. A test of niche similarity between the groups was performed to assess their level of conservatism. Habitat prioritization was performed using Zonation software. Our results showed three distinct homogeneous subgroups (north-SN, center-SC and south-SS) with differentiated climatic conditions. SN was affected mainly by mean temperature of the warmest quarter, SS by precipitation of driest month, isothermality and minimum temperature of coldest month, while SC by elevation, temperature Seasonality and mean temperature of coldest quarter. Current climatic conditions were suitable for S. setigera in all climate zones. Under future climate scenarios SSP 2–4.5 and SSP 5–8.5, SN increased, while SC decreased. The SS subgroups, showed a decrease in suitable conditions under the SSP 2–4.5 scenario but an increase under the SSP 5–8.5 scenario. However, among the subgroups there was niche differentiation, leading to the emergence of ecotypes. The protected area was prioritized for the conservation of S. setigera in Benin. Therefore, future research should investigate further genetic and trait variation aspects within subgroups to confirm the existence of ecotypes.http://www.sciencedirect.com/science/article/pii/S2666719325000664EcotypeSpecies distribution modelingClimate changeConservation biologyLocal adaptation
spellingShingle Rissicath Foumilayo Djaboutou
Séverin Biaou
Gérard Nounagnon Gouwakinnou
Christine A. I. Nougbodé Ouinsavi
Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
Trees, Forests and People
Ecotype
Species distribution modeling
Climate change
Conservation biology
Local adaptation
title Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
title_full Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
title_fullStr Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
title_full_unstemmed Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
title_short Climate change impact on the distribution and priority areas for conservation of Sterculia setigera Delile in Benin, West Africa
title_sort climate change impact on the distribution and priority areas for conservation of sterculia setigera delile in benin west africa
topic Ecotype
Species distribution modeling
Climate change
Conservation biology
Local adaptation
url http://www.sciencedirect.com/science/article/pii/S2666719325000664
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