Suitability of the Amazonas region for beekeeping and its future distribution under climate change scenarios

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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...

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Detalles Bibliográficos
Autores: 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.
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
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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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