Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru

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The consequences of climate change influence the distribution of species, which plays a key role in ecosystems. In this work, the modeling of the current and potential future distribution was carried out under different climate change scenarios of a tree species of high economic and commercial value...

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Detalles Bibliográficos
Autores: Cárdenas Rengifo, Gloria Patricia, Bravo Morales, Nino Frank, Barboza Castillo, Elgar, Salazar Coronal, Wilian, Ocaña Reyes, Jimmy Alcides, Vásquez Macedo, Miguel, Lobato Gálvez, Roiser Honorio, Injante Silva, Pedro Hugo, Arbizu Berrocal, Carlos Irvin
Formato: artículo
Fecha de Publicación:2023
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:null:20.500.12955/2187
Enlace del recurso:https://hdl.handle.net/20.500.12955/2187
https://doi.org/10.3390/su15107789
Nivel de acceso:acceso abierto
Materia:Maximum entropy
Ecological niche
Biodiversity conservation
Models of species
Distribution
Climate change
Sustainability of shihuahuaco
https://purl.org/pe-repo/ocde/ford#4.01.02
Entropía
Conservación de la diversidad biológica
Cambio climático
Entropy
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dc.title.en.fl_str_mv Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
title Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
spellingShingle Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
Cárdenas Rengifo, Gloria Patricia
Maximum entropy
Ecological niche
Biodiversity conservation
Models of species
Distribution
Climate change
Sustainability of shihuahuaco
https://purl.org/pe-repo/ocde/ford#4.01.02
Entropía
Conservación de la diversidad biológica
Cambio climático
Entropy
Biodiversity conservation
Climate change
title_short Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
title_full Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
title_fullStr Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
title_full_unstemmed Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
title_sort Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru
author Cárdenas Rengifo, Gloria Patricia
author_facet Cárdenas Rengifo, Gloria Patricia
Bravo Morales, Nino Frank
Barboza Castillo, Elgar
Salazar Coronal, Wilian
Ocaña Reyes, Jimmy Alcides
Vásquez Macedo, Miguel
Lobato Gálvez, Roiser Honorio
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
author_role author
author2 Bravo Morales, Nino Frank
Barboza Castillo, Elgar
Salazar Coronal, Wilian
Ocaña Reyes, Jimmy Alcides
Vásquez Macedo, Miguel
Lobato Gálvez, Roiser Honorio
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Cárdenas Rengifo, Gloria Patricia
Bravo Morales, Nino Frank
Barboza Castillo, Elgar
Salazar Coronal, Wilian
Ocaña Reyes, Jimmy Alcides
Vásquez Macedo, Miguel
Lobato Gálvez, Roiser Honorio
Injante Silva, Pedro Hugo
Arbizu Berrocal, Carlos Irvin
dc.subject.en.fl_str_mv Maximum entropy
Ecological niche
Biodiversity conservation
Models of species
Distribution
Climate change
Sustainability of shihuahuaco
topic Maximum entropy
Ecological niche
Biodiversity conservation
Models of species
Distribution
Climate change
Sustainability of shihuahuaco
https://purl.org/pe-repo/ocde/ford#4.01.02
Entropía
Conservación de la diversidad biológica
Cambio climático
Entropy
Biodiversity conservation
Climate change
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.01.02
dc.subject.agrovoc.es_PE.fl_str_mv Entropía
Conservación de la diversidad biológica
Cambio climático
dc.subject.agrovoc.en.fl_str_mv Entropy
Biodiversity conservation
Climate change
description The consequences of climate change influence the distribution of species, which plays a key role in ecosystems. In this work, the modeling of the current and potential future distribution was carried out under different climate change scenarios of a tree species of high economic and commercial value, Dipteryx spp. This is a hardwood species that plays an important role in carbon sequestration, providing food and nesting for wildlife species, reaching more than 40 m in height with an average diameter of 70 to 150 cm. This species is currently threatened by overexploitation. Thirty-six bioclimatic, topographic and edaphic variables with ~1 km2 spatial resolution obtained from the WorldClim, SoilGrids and SRTM databases where used. Highly correlated variables were identified with the MaxEnt software for forecasting how the species distribution will be affected until the year 2100, according to the climate scenarios SPP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5, representing the periods 2021–2040, 2041–2060, 2061–2080 and 2081–2100, respectively. The AUC accuracy value of 0.88 to 0.89 was found for the distribution models and the highest contributing variables used were Bio 5, precipitation, Bio 2, and Bio 14. In the climate scenario SPP1-2.6 (Bio 5, precipitation and Bio 2) in 2061–2080, suitable and very suitable habitats represented 30.69% of the study area (2616 ha and 586.97 ha, respectively) and those increased by 1.75% under current climate conditions, and the suitable and unsuitable habitats represented 69.31% of the total area. The results of this research provide valuable information on the current and future distribution of the species and identify zones that can be used as the basis for the creation of conservation areas, formulation of restoration projects, reforestation and sustainable management to avoid the extinction of the species in the face of the effects of climate change.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2023-06-05T17:29:59Z
dc.date.available.none.fl_str_mv 2023-06-05T17:29:59Z
dc.date.issued.fl_str_mv 2023-05-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.citation.es_PE.fl_str_mv Cárdenas, G. P.; Bravo, N.; Barboza, E.; Salazar, W.; Ocaña, J.; Vázquez, M.; Lobato, R.; Injante, P.; & Arbizu, C. I. (2023). Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru. Sustainability, 15(10), 7789. doi: 10.3390/su15107789
dc.identifier.issn.none.fl_str_mv 2071-1050
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12955/2187
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/su15107789
identifier_str_mv Cárdenas, G. P.; Bravo, N.; Barboza, E.; Salazar, W.; Ocaña, J.; Vázquez, M.; Lobato, R.; Injante, P.; & Arbizu, C. I. (2023). Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru. Sustainability, 15(10), 7789. doi: 10.3390/su15107789
2071-1050
url https://hdl.handle.net/20.500.12955/2187
https://doi.org/10.3390/su15107789
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.en.fl_str_mv Sustainability
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dc.publisher.es_PE.fl_str_mv MDPI
dc.publisher.country.none.fl_str_mv CH
dc.source.es_PE.fl_str_mv Instituto Nacional de Innovación Agraria
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spelling Cárdenas Rengifo, Gloria PatriciaBravo Morales, Nino FrankBarboza Castillo, ElgarSalazar Coronal, WilianOcaña Reyes, Jimmy AlcidesVásquez Macedo, MiguelLobato Gálvez, Roiser HonorioInjante Silva, Pedro HugoArbizu Berrocal, Carlos Irvin2023-06-05T17:29:59Z2023-06-05T17:29:59Z2023-05-10Cárdenas, G. P.; Bravo, N.; Barboza, E.; Salazar, W.; Ocaña, J.; Vázquez, M.; Lobato, R.; Injante, P.; & Arbizu, C. I. (2023). Current and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peru. Sustainability, 15(10), 7789. doi: 10.3390/su151077892071-1050https://hdl.handle.net/20.500.12955/2187https://doi.org/10.3390/su15107789The consequences of climate change influence the distribution of species, which plays a key role in ecosystems. In this work, the modeling of the current and potential future distribution was carried out under different climate change scenarios of a tree species of high economic and commercial value, Dipteryx spp. This is a hardwood species that plays an important role in carbon sequestration, providing food and nesting for wildlife species, reaching more than 40 m in height with an average diameter of 70 to 150 cm. This species is currently threatened by overexploitation. Thirty-six bioclimatic, topographic and edaphic variables with ~1 km2 spatial resolution obtained from the WorldClim, SoilGrids and SRTM databases where used. Highly correlated variables were identified with the MaxEnt software for forecasting how the species distribution will be affected until the year 2100, according to the climate scenarios SPP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.5, representing the periods 2021–2040, 2041–2060, 2061–2080 and 2081–2100, respectively. The AUC accuracy value of 0.88 to 0.89 was found for the distribution models and the highest contributing variables used were Bio 5, precipitation, Bio 2, and Bio 14. In the climate scenario SPP1-2.6 (Bio 5, precipitation and Bio 2) in 2061–2080, suitable and very suitable habitats represented 30.69% of the study area (2616 ha and 586.97 ha, respectively) and those increased by 1.75% under current climate conditions, and the suitable and unsuitable habitats represented 69.31% of the total area. The results of this research provide valuable information on the current and future distribution of the species and identify zones that can be used as the basis for the creation of conservation areas, formulation of restoration projects, reforestation and sustainable management to avoid the extinction of the species in the face of the effects of climate change.application/pdfengMDPICHSustainabilityinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación AgrariaRepositorio Institucional - INIAreponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIAMaximum entropyEcological nicheBiodiversity conservationModels of speciesDistributionClimate changeSustainability of shihuahuacohttps://purl.org/pe-repo/ocde/ford#4.01.02EntropíaConservación de la diversidad biológicaCambio climáticoEntropyBiodiversity conservationClimate changeCurrent and future distribution of Shihuahuaco (Dipteryx spp.) under climate change scenarios in the Central-Eastern Amazon of Peruinfo:eu-repo/semantics/article1510ORIGINALCárdenas_et-al_2023_biodiversity_conservation.pdfCárdenas_et-al_2023_biodiversity_conservation.pdfArticle (English)application/pdf9398885https://repositorio.inia.gob.pe/bitstreams/b98206b6-1c4f-477a-af95-b27aee092645/downloade4559380bd2ba9b55e08d8cf54e58fc1MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.inia.gob.pe/bitstreams/06fe7a87-3865-44e6-915a-b2f306cfa78d/download8a4605be74aa9ea9d79846c1fba20a33MD52TEXTCárdenas_et-al_2023_biodiversity_conservation.pdf.txtCárdenas_et-al_2023_biodiversity_conservation.pdf.txtExtracted texttext/plain60914https://repositorio.inia.gob.pe/bitstreams/b85daf24-75ef-4c5f-b209-f17c0704ab1c/download4d175202d783b6ca94445fddcd75b8cfMD53THUMBNAILCárdenas_et-al_2023_biodiversity_conservation.pdf.jpgCárdenas_et-al_2023_biodiversity_conservation.pdf.jpgGenerated Thumbnailimage/jpeg1580https://repositorio.inia.gob.pe/bitstreams/9c39c9a1-dc80-4f7b-9fa0-24034d5cec83/download73575533b3af29b93c0c2d8c5c41df9dMD5420.500.12955/2187oai:repositorio.inia.gob.pe:20.500.12955/21872023-09-22 10:12:28.078https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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