Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios
Descripción del Articulo
Beekeeping plays an important role in global food production and the conservation of wild species. However, determining territorial suitability and future distribution under climate change scenarios is a relatively under-studied area in Peru. This study assessed the beekeeping suitability of the Ama...
Autores: | , , , , , , , , , |
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Formato: | artículo |
Fecha de Publicación: | 2025 |
Institución: | Instituto Nacional de Innovación Agraria |
Repositorio: | INIA-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorio.inia.gob.pe:20.500.12955/2700 |
Enlace del recurso: | http://hdl.handle.net/20.500.12955/2700 https://doi.org/10.1016/j.ecoinf.2025.103082 |
Nivel de acceso: | acceso abierto |
Materia: | Beekeeping Suitability Climate change Distribution Shared socio-economic pathways Amazonas https://purl.org/pe-repo/ocde/ford#4.01.01 Apicultura; Aptitud de la tierra; Cambio climático; Distribución geográfica; Amazonas |
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dc.title.none.fl_str_mv |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
title |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
spellingShingle |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios Gómez Fernández, Darwin Beekeeping Suitability Climate change Distribution Shared socio-economic pathways Amazonas https://purl.org/pe-repo/ocde/ford#4.01.01 Apicultura; Aptitud de la tierra; Cambio climático; Distribución geográfica; Amazonas |
title_short |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
title_full |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
title_fullStr |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
title_full_unstemmed |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
title_sort |
Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios |
author |
Gómez Fernández, Darwin |
author_facet |
Gómez Fernández, Darwin García, Ligia Silva López, Jhonsy O. Veneros Guevara, Jaris Arellanos Carrión, Erick Salas Lopez, Rolando Goñas Goñas, Malluri Atalaya Marin, Nilton Oliva Cruz, Manuel Rojas Briceño, Nilton B. |
author_role |
author |
author2 |
García, Ligia Silva López, Jhonsy O. Veneros Guevara, Jaris Arellanos Carrión, Erick Salas Lopez, Rolando Goñas Goñas, Malluri Atalaya Marin, Nilton Oliva Cruz, Manuel Rojas Briceño, Nilton B. |
author2_role |
author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Gómez Fernández, Darwin García, Ligia Silva López, Jhonsy O. Veneros Guevara, Jaris Arellanos Carrión, Erick Salas Lopez, Rolando Goñas Goñas, Malluri Atalaya Marin, Nilton Oliva Cruz, Manuel Rojas Briceño, Nilton B. |
dc.subject.none.fl_str_mv |
Beekeeping Suitability Climate change Distribution Shared socio-economic pathways Amazonas |
topic |
Beekeeping Suitability Climate change Distribution Shared socio-economic pathways Amazonas https://purl.org/pe-repo/ocde/ford#4.01.01 Apicultura; Aptitud de la tierra; Cambio climático; Distribución geográfica; Amazonas |
dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.01.01 |
dc.subject.agrovoc.none.fl_str_mv |
Apicultura; Aptitud de la tierra; Cambio climático; Distribución geográfica; Amazonas |
description |
Beekeeping plays an important role in global food production and the conservation of wild species. However, determining territorial suitability and future distribution under climate change scenarios is a relatively under-studied area in Peru. This study assessed the beekeeping suitability of the Amazonas region and its variation under climate change scenarios in two projected periods (2041-2060 and 2081-2100), according to Shared Socioeconomic Pathways (SSP). The methodological framework integrated the Analytical Hierarchy Process (AHP) with Geographic Information Systems (GIS), and the Hadley Centre Global Earth Model - Global Coupled configuration 3.1 (HadGEM3-GC31-LL) was used for future climate analysis. The beekeeping suitability of the region was determined based on eleven criteria: four climatic, three topographic, and four environmental. The results indicate that beekeeping suitability is distributed as follows: 3.4% (1417.90 km²) with 'High' suitability, 79.2% (33,318.61 km²) with 'Moderate' suitability, 17.2% (7230.26 km²) with 'Marginal' suitability, and 0.2% (83.64 km²) as 'Not suitable'. Moreover, the average temperature across the region is projected to increase by approximately 3 °C under the SSP2-4.5 scenario and between 6 °C and 8 °C under the SSP5-8.5 scenario during the projected periods. Precipitation will decrease in the northern part of the region, while the southwestern part will experience an increase. In the highly suitable beekeeping area, a temperature increases up to 10.8 °C is expected, with frequent variations around 3 °C to 8 °C, affecting more than 500 km². Additionally, a reduction in precipitation up to 311 mm/year is projected, with predominant variations ranging from -49.5 to 32.8 mm/year over approximately 600 km². Therefore, it is suggested to implement strategies to mitigate these upcoming challenges, particularly if the modeled economic development under the SSPs continues. This study modeled and mapped areas with present conditions suitable for beekeeping and future climate behavior. The modeling aims to guide beekeepers and local authorities in developing sustainable practices and implementing preventive measures to address future climatic challenges. |
publishDate |
2025 |
dc.date.accessioned.none.fl_str_mv |
2025-04-01T20:37:24Z |
dc.date.available.none.fl_str_mv |
2025-04-01T20:37:24Z |
dc.date.issued.fl_str_mv |
2025-02-17 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.citation.none.fl_str_mv |
D. Gómez-Fernández et al., Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios, Ecological Informatics 87 (2025) 103082 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12955/2700 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1016/j.ecoinf.2025.103082 |
identifier_str_mv |
D. Gómez-Fernández et al., Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios, Ecological Informatics 87 (2025) 103082 |
url |
http://hdl.handle.net/20.500.12955/2700 https://doi.org/10.1016/j.ecoinf.2025.103082 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartof.none.fl_str_mv |
1574-9541 |
dc.relation.ispartofseries.none.fl_str_mv |
Ecological Informatics |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.uri.none.fl_str_mv |
https://creativecommons.org/licenses/by/4.0/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/4.0/ |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Elsevier |
dc.publisher.country.none.fl_str_mv |
NL |
publisher.none.fl_str_mv |
Elsevier |
dc.source.none.fl_str_mv |
Instituto Nacional de Innovación Agraria reponame:INIA-Institucional instname:Instituto Nacional de Innovación Agraria instacron:INIA |
instname_str |
Instituto Nacional de Innovación Agraria |
instacron_str |
INIA |
institution |
INIA |
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INIA-Institucional |
collection |
INIA-Institucional |
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Repositorio Institucional - INIA |
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spelling |
Gómez Fernández, DarwinGarcía, LigiaSilva López, Jhonsy O.Veneros Guevara, JarisArellanos Carrión, ErickSalas Lopez, RolandoGoñas Goñas, MalluriAtalaya Marin, NiltonOliva Cruz, ManuelRojas Briceño, Nilton B.2025-04-01T20:37:24Z2025-04-01T20:37:24Z2025-02-17D. Gómez-Fernández et al., Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios, Ecological Informatics 87 (2025) 103082http://hdl.handle.net/20.500.12955/2700https://doi.org/10.1016/j.ecoinf.2025.103082Beekeeping plays an important role in global food production and the conservation of wild species. However, determining territorial suitability and future distribution under climate change scenarios is a relatively under-studied area in Peru. This study assessed the beekeeping suitability of the Amazonas region and its variation under climate change scenarios in two projected periods (2041-2060 and 2081-2100), according to Shared Socioeconomic Pathways (SSP). The methodological framework integrated the Analytical Hierarchy Process (AHP) with Geographic Information Systems (GIS), and the Hadley Centre Global Earth Model - Global Coupled configuration 3.1 (HadGEM3-GC31-LL) was used for future climate analysis. The beekeeping suitability of the region was determined based on eleven criteria: four climatic, three topographic, and four environmental. The results indicate that beekeeping suitability is distributed as follows: 3.4% (1417.90 km²) with 'High' suitability, 79.2% (33,318.61 km²) with 'Moderate' suitability, 17.2% (7230.26 km²) with 'Marginal' suitability, and 0.2% (83.64 km²) as 'Not suitable'. Moreover, the average temperature across the region is projected to increase by approximately 3 °C under the SSP2-4.5 scenario and between 6 °C and 8 °C under the SSP5-8.5 scenario during the projected periods. Precipitation will decrease in the northern part of the region, while the southwestern part will experience an increase. In the highly suitable beekeeping area, a temperature increases up to 10.8 °C is expected, with frequent variations around 3 °C to 8 °C, affecting more than 500 km². Additionally, a reduction in precipitation up to 311 mm/year is projected, with predominant variations ranging from -49.5 to 32.8 mm/year over approximately 600 km². Therefore, it is suggested to implement strategies to mitigate these upcoming challenges, particularly if the modeled economic development under the SSPs continues. This study modeled and mapped areas with present conditions suitable for beekeeping and future climate behavior. The modeling aims to guide beekeepers and local authorities in developing sustainable practices and implementing preventive measures to address future climatic challenges.The authors acknowledge and thank INDES-CES of the Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas (UNTRM) for its support, and Centro Experimental Yanayacu, Dirección de Supervisión y Monitoreo en las Estaciones Experimentales Agrarias, Instituto Nacional de Innovación Agraria (INIA).application/pdfengElsevierNL1574-9541Ecological Informaticsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIABeekeepingSuitabilityClimate changeDistributionShared socio-economic pathwaysAmazonashttps://purl.org/pe-repo/ocde/ford#4.01.01Apicultura; Aptitud de la tierra; Cambio climático; Distribución geográfica; AmazonasSuitability of the Amazonas region for beekeeping and its future distribution under climate change scenariosinfo:eu-repo/semantics/articleORIGINALSuitability of the amazonas region for beekeeping.pdfSuitability of the amazonas region for beekeeping.pdfapplication/pdf22650776https://repositorio.inia.gob.pe/bitstreams/1a0ec383-64ec-4b5e-9254-67191a6b8d7b/downloadefbb197a95c9c1f2d0cf0acc454c165cMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/a3458172-2c5f-4046-97f9-baaccdd7da11/downloada1dff3722e05e29dac20fa1a97a12ccfMD5220.500.12955/2700oai:repositorio.inia.gob.pe:20.500.12955/27002025-04-01 15:37:24.928https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).