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Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon

BACKGROUND: Carnivore mammals are animals vulnerable to human interference, such as climate change and deforestation. Their distribution and persistence are affected by such impacts, mainly in tropical regions such as the Amazon. Due to the importance of carnivores in the maintenance and functioning...

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Autores principales: Leão, Camila Ferreira, Lima Ribeiro, Matheus S., Moraes, Kauê, Gonçalves, Gabriela Silva Ribeiro, Lima, Marcela Guimarães Moreira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516102/
https://www.ncbi.nlm.nih.gov/pubmed/37744233
http://dx.doi.org/10.7717/peerj.15887
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author Leão, Camila Ferreira
Lima Ribeiro, Matheus S.
Moraes, Kauê
Gonçalves, Gabriela Silva Ribeiro
Lima, Marcela Guimarães Moreira
author_facet Leão, Camila Ferreira
Lima Ribeiro, Matheus S.
Moraes, Kauê
Gonçalves, Gabriela Silva Ribeiro
Lima, Marcela Guimarães Moreira
author_sort Leão, Camila Ferreira
collection PubMed
description BACKGROUND: Carnivore mammals are animals vulnerable to human interference, such as climate change and deforestation. Their distribution and persistence are affected by such impacts, mainly in tropical regions such as the Amazon. Due to the importance of carnivores in the maintenance and functioning of the ecosystem, they are extremely important animals for conservation. We evaluated the impact of climate change on the geographic distribution of carnivores in the Amazon using Species Distribution Models (SDMs). Do we seek to answer the following questions: (1) What is the effect of climate change on the distribution of carnivores in the Amazon? (2) Will carnivore species lose or gain representation within the Protected Areas (PAs) of the Amazon in the future? METHODS: We evaluated the distribution area of 16 species of carnivores mammals in the Amazon, based on two future climate scenarios (RCP 4.5 and RCP 8.5) for the year 2070. For the construction of the SDMs we used bioclimatic and vegetation cover variables (land type). Based on these models, we calculated the area loss and climate suitability of the species, as well as the effectiveness of the protected areas inserted in the Amazon. We estimated the effectiveness of PAs on the individual persistence of carnivores in the future, for this, we used the SDMs to perform the gap analysis. Finally, we analyze the effectiveness of PAs in protecting taxonomic richness in future scenarios. RESULTS: The SDMs showed satisfactory predictive performance, with Jaccard values above 0.85 and AUC above 0.91 for all species. In the present and for the future climate scenarios, we observe a reduction of potencial distribution in both future scenarios (RCP4.5 and RCP8.5), where five species will be negatively affected by climate change in the RCP 4.5 future scenario and eight in the RCP 8.5 scenario. The remaining species stay stable in terms of total area. All species in the study showed a loss of climatic suitability. Some species lost almost all climatic suitability in the RCP 8.5 scenario. According to the GAP analysis, all species are protected within the PAs both in the current scenario and in both future climate scenarios. From the null models, we found that in all climate scenarios, the PAs are not efficient in protecting species richness.
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spelling pubmed-105161022023-09-23 Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon Leão, Camila Ferreira Lima Ribeiro, Matheus S. Moraes, Kauê Gonçalves, Gabriela Silva Ribeiro Lima, Marcela Guimarães Moreira PeerJ Biogeography BACKGROUND: Carnivore mammals are animals vulnerable to human interference, such as climate change and deforestation. Their distribution and persistence are affected by such impacts, mainly in tropical regions such as the Amazon. Due to the importance of carnivores in the maintenance and functioning of the ecosystem, they are extremely important animals for conservation. We evaluated the impact of climate change on the geographic distribution of carnivores in the Amazon using Species Distribution Models (SDMs). Do we seek to answer the following questions: (1) What is the effect of climate change on the distribution of carnivores in the Amazon? (2) Will carnivore species lose or gain representation within the Protected Areas (PAs) of the Amazon in the future? METHODS: We evaluated the distribution area of 16 species of carnivores mammals in the Amazon, based on two future climate scenarios (RCP 4.5 and RCP 8.5) for the year 2070. For the construction of the SDMs we used bioclimatic and vegetation cover variables (land type). Based on these models, we calculated the area loss and climate suitability of the species, as well as the effectiveness of the protected areas inserted in the Amazon. We estimated the effectiveness of PAs on the individual persistence of carnivores in the future, for this, we used the SDMs to perform the gap analysis. Finally, we analyze the effectiveness of PAs in protecting taxonomic richness in future scenarios. RESULTS: The SDMs showed satisfactory predictive performance, with Jaccard values above 0.85 and AUC above 0.91 for all species. In the present and for the future climate scenarios, we observe a reduction of potencial distribution in both future scenarios (RCP4.5 and RCP8.5), where five species will be negatively affected by climate change in the RCP 4.5 future scenario and eight in the RCP 8.5 scenario. The remaining species stay stable in terms of total area. All species in the study showed a loss of climatic suitability. Some species lost almost all climatic suitability in the RCP 8.5 scenario. According to the GAP analysis, all species are protected within the PAs both in the current scenario and in both future climate scenarios. From the null models, we found that in all climate scenarios, the PAs are not efficient in protecting species richness. PeerJ Inc. 2023-09-19 /pmc/articles/PMC10516102/ /pubmed/37744233 http://dx.doi.org/10.7717/peerj.15887 Text en ©2023 Ferreira Leão et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Biogeography
Leão, Camila Ferreira
Lima Ribeiro, Matheus S.
Moraes, Kauê
Gonçalves, Gabriela Silva Ribeiro
Lima, Marcela Guimarães Moreira
Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title_full Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title_fullStr Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title_full_unstemmed Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title_short Climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the Amazon
title_sort climate change and carnivores: shifts in the distribution and effectiveness of protected areas in the amazon
topic Biogeography
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516102/
https://www.ncbi.nlm.nih.gov/pubmed/37744233
http://dx.doi.org/10.7717/peerj.15887
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