Past, present, and future potential distributions of the African multipurpose tree Detarium senegalense (Fabaceae)

ArticleAçık Erişim

Özet

Background and aims – Climate change induces increasing temperatures and drought, with possible profound shifts in species’ presence and distribution. Ecological niche models are widely used to assess plant species responses to climate change. However, such data are scarce for West Africa, particularly for vulnerable multipurpose species. This study focuses on modelling the ecological niche and the conservation status of the multipurpose tree Detarium senegalense to improve insights into its habitat suitability in West Africa under past, present, and future climatic conditions. This will provide an essential basis for setting up global management plans through efficient conservation and ecological restoration policies. Material and methods – The potential distribution of D. senegalense under past, current, and future climate scenarios were assessed using four algorithms including generalized additive models (GAM), generalized linear models (GLM), random forest (RF), and Maximum Entropy (MaxEnt). We also assessed the shift direction of suitable habitats and the conservation status of the species based on IUCN criteria. Overall, 220 occurrences were combined with a set of five bioclimatic variables to run the models. Key results – Models performed well with good values of AUC (0.92) and TSS (0.73). Isothermality (41.10%) and Precipitation of Wettest Month (21.50%) contributed most to the distribution of the species. The distribution of D. senegalense was relatively constant from the past to the present but could decrease in the next decades. In the future, only 17.70% and 13.98% of the areas were predicted to be suitable under respectively ssp245 and ssp585. In protected areas, the suitable areas under ssp245 were estimated at 21.01% with a decrease of 2.50% and 14.60% with a decrease of 8.61% under ssp585 by 2050. The direction of the distribution shifted to the south-east under future climate scenarios. The conservation status assessment of the species is Least Concern (LC). Conclusion – This study improves our understanding of the past, present-day, and future distribution of the species and provides support to better manage the conservation of D. senegalense in West Africa. © Gbèwonmèdéa Hospice Dassou, Gafarou Agoundé, Pathmos Akouété, Gnimansou Abraham Favi, Ghyslain Chabi Kpétikou, Kolawolé Valère Salako, Jéronime Marie-Ange Sènami Ouachinou, Judicael Makponsè, Amadou Malé Kouyaté, İdris Sari, Romain Lucas Glèlè Kakaï, Hounnankpon Yédomonhan, Aristide Cossi Adomou.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/11710Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.5091/plecevo.122470Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorDassou, Gbèwonmèdéa Hospice
dc.contributor.authorAgoundé, Gafarou
dc.contributor.authorAkouété, Pathmos
dc.contributor.authorFavi, Gnimansou Abraham
dc.contributor.authorKpétikou, Ghyslain Chabi
dc.contributor.authorSalako, Kolawolé Valère
dc.contributor.authorOuachinou, Jéronime Marie-Ange Sènami
dc.contributor.authorMakponsè, Judicael
dc.contributor.authorKouyaté, Amadou Malé
dc.contributor.authorSari, İdris
dc.contributor.authorKakaï, Romain Lucas Glèlè
dc.contributor.authorYédomonhan, Hounnankpon
dc.contributor.authorAdomou, Aristide Cossi
dc.date.accessioned2026-10-18T20:26:43.177066925Z
dc.date.available2026-10-18T20:26:43.177066925Z
dc.date.issued2024
dc.description.abstractBackground and aims – Climate change induces increasing temperatures and drought, with possible profound shifts in species’ presence and distribution. Ecological niche models are widely used to assess plant species responses to climate change. However, such data are scarce for West Africa, particularly for vulnerable multipurpose species. This study focuses on modelling the ecological niche and the conservation status of the multipurpose tree Detarium senegalense to improve insights into its habitat suitability in West Africa under past, present, and future climatic conditions. This will provide an essential basis for setting up global management plans through efficient conservation and ecological restoration policies. Material and methods – The potential distribution of D. senegalense under past, current, and future climate scenarios were assessed using four algorithms including generalized additive models (GAM), generalized linear models (GLM), random forest (RF), and Maximum Entropy (MaxEnt). We also assessed the shift direction of suitable habitats and the conservation status of the species based on IUCN criteria. Overall, 220 occurrences were combined with a set of five bioclimatic variables to run the models. Key results – Models performed well with good values of AUC (0.92) and TSS (0.73). Isothermality (41.10%) and Precipitation of Wettest Month (21.50%) contributed most to the distribution of the species. The distribution of D. senegalense was relatively constant from the past to the present but could decrease in the next decades. In the future, only 17.70% and 13.98% of the areas were predicted to be suitable under respectively ssp245 and ssp585. In protected areas, the suitable areas under ssp245 were estimated at 21.01% with a decrease of 2.50% and 14.60% with a decrease of 8.61% under ssp585 by 2050. The direction of the distribution shifted to the south-east under future climate scenarios. The conservation status assessment of the species is Least Concern (LC). Conclusion – This study improves our understanding of the past, present-day, and future distribution of the species and provides support to better manage the conservation of D. senegalense in West Africa. © Gbèwonmèdéa Hospice Dassou, Gafarou Agoundé, Pathmos Akouété, Gnimansou Abraham Favi, Ghyslain Chabi Kpétikou, Kolawolé Valère Salako, Jéronime Marie-Ange Sènami Ouachinou, Judicael Makponsè, Amadou Malé Kouyaté, İdris Sari, Romain Lucas Glèlè Kakaï, Hounnankpon Yédomonhan, Aristide Cossi Adomou.
dc.description.sponsorshipWe thank the International Foundation for Science for supporting the work through Grant N\u00B0 I-1-D-6362 given to Gb\u00E8wonm\u00E8d\u00E9a Hospice Dassou. The authors extend their appreciation to the editor and reviewers for their useful comments and suggestions on the manuscript.
dc.identifier.doi10.5091/plecevo.122470
dc.identifier.eissn2032-3921
dc.identifier.endpage357
dc.identifier.issn2032-3913
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85205769548
dc.identifier.startpage343
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/11710
dc.identifier.volume157
dc.identifier.wosWOS:001328069400003
dc.language.isoen
dc.publisherSociete Royale de Botanique de Belgique
dc.relation.ispartofPlant Ecology and Evolution
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectcentroid
dc.subjectclimate
dc.subjectconservation
dc.subjectDetarium senegalense
dc.subjectecological niche modelling
dc.titlePast, present, and future potential distributions of the African multipurpose tree Detarium senegalense (Fabaceae)
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus4
rdl.citation.wos1
rdl.oa.statusgold
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)