Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis

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The study aimed to characterize goat production systems in the tropical dry forest of Peru through multivariate analysis of 25 socioeconomic and productive variables in 60 producers from Bagua Grande, El Milagro, Cajaruro, and Cumba. Descriptive analysis, multidimensional scaling (stress = 0.03272),...

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Detalles Bibliográficos
Autores: Rodríguez Vargas, Aníbal Raúl, Tafur Gutiérrez, Lucinda, Sessarego Davila, Emmanuel Alexander, Alva Tafur, Gudelio, Castañeda Palomino, Katherine Milagros, Haro Reyes, José Antonio, Ruiz Chamorro, José Antonio, Barrantes Campos, Cecilio, Cruz Luis, Juancarlos Alejandro
Formato: artículo
Fecha de Publicación:2025
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.inia.gob.pe:20.500.12955/2927
Enlace del recurso:http://hdl.handle.net/20.500.12955/2927
https://doi.org/10.3389/past.2025.14861
Nivel de acceso:acceso abierto
Materia:Typification
Goat farming
Multivariate analysis
Agricultural sustainability
Dry tropical forest
Tipificación
Ganadería caprina
Análisis multivariable
Sostenibilidad agrícola
Bosque tropical seco.
https://purl.org/pe-repo/ocde/ford#4.03.01
Goats; Caprino; Production systems; Sistemas de producción; Dry forests; Bosque seco; Animal husbandry; Ganadería; Livestock production; Producción pecuaria.
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dc.title.none.fl_str_mv Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
title Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
spellingShingle Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
Rodríguez Vargas, Aníbal Raúl
Typification
Goat farming
Multivariate analysis
Agricultural sustainability
Dry tropical forest
Tipificación
Ganadería caprina
Análisis multivariable
Sostenibilidad agrícola
Bosque tropical seco.
https://purl.org/pe-repo/ocde/ford#4.03.01
Goats; Caprino; Production systems; Sistemas de producción; Dry forests; Bosque seco; Animal husbandry; Ganadería; Livestock production; Producción pecuaria.
title_short Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
title_full Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
title_fullStr Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
title_full_unstemmed Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
title_sort Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
author Rodríguez Vargas, Aníbal Raúl
author_facet Rodríguez Vargas, Aníbal Raúl
Tafur Gutiérrez, Lucinda
Sessarego Davila, Emmanuel Alexander
Alva Tafur, Gudelio
Castañeda Palomino, Katherine Milagros
Haro Reyes, José Antonio
Ruiz Chamorro, José Antonio
Barrantes Campos, Cecilio
Cruz Luis, Juancarlos Alejandro
author_role author
author2 Tafur Gutiérrez, Lucinda
Sessarego Davila, Emmanuel Alexander
Alva Tafur, Gudelio
Castañeda Palomino, Katherine Milagros
Haro Reyes, José Antonio
Ruiz Chamorro, José Antonio
Barrantes Campos, Cecilio
Cruz Luis, Juancarlos Alejandro
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Rodríguez Vargas, Aníbal Raúl
Tafur Gutiérrez, Lucinda
Sessarego Davila, Emmanuel Alexander
Alva Tafur, Gudelio
Castañeda Palomino, Katherine Milagros
Haro Reyes, José Antonio
Ruiz Chamorro, José Antonio
Barrantes Campos, Cecilio
Cruz Luis, Juancarlos Alejandro
dc.subject.none.fl_str_mv Typification
Goat farming
Multivariate analysis
Agricultural sustainability
Dry tropical forest
Tipificación
Ganadería caprina
Análisis multivariable
Sostenibilidad agrícola
Bosque tropical seco.
topic Typification
Goat farming
Multivariate analysis
Agricultural sustainability
Dry tropical forest
Tipificación
Ganadería caprina
Análisis multivariable
Sostenibilidad agrícola
Bosque tropical seco.
https://purl.org/pe-repo/ocde/ford#4.03.01
Goats; Caprino; Production systems; Sistemas de producción; Dry forests; Bosque seco; Animal husbandry; Ganadería; Livestock production; Producción pecuaria.
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.03.01
dc.subject.agrovoc.none.fl_str_mv Goats; Caprino; Production systems; Sistemas de producción; Dry forests; Bosque seco; Animal husbandry; Ganadería; Livestock production; Producción pecuaria.
description The study aimed to characterize goat production systems in the tropical dry forest of Peru through multivariate analysis of 25 socioeconomic and productive variables in 60 producers from Bagua Grande, El Milagro, Cajaruro, and Cumba. Descriptive analysis, multidimensional scaling (stress = 0.03272), categorical principal component analysis (CATPCA), and hierarchical clustering analysis (HCA) were applied. A predominance of extensive management (98.3%), with low technical assistance (81.7%), absence of irrigation (90%), and visual selection of animals (100%) was identified. Marketing responds to immediate economic needs (36.7%), while vaccination coverage is poor (88.3% not vaccinated). CATPCA explained 54.5% of the variance (Cronbach's alpha = 0.965), highlighting producer education, infrastructure, and access to water and energy as key factors for improving production efficiency and mitigating commercial seasonality. HCA identified two goat production systems: the improved extensive system (EES) and the traditional extensive system (TES). The EES grouped older and more experienced producers, with larger herds, higher sales weights, greater specialization, forage diversification, better infrastructure, and higher deworming frequency. In contrast, the TES included younger producers with smaller herds, lower sales weights, lower educational levels, agricultural dependence, less forage diversity, limited infrastructure, and limited sanitary measures. These differences highlight the impact of knowledge and technological development on productive sustainability. It is concluded that technological development, access to resources, and production experience are key to improving the efficiency and sustainability of goat systems in the tropical dry forests of Peru.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-11-03T17:30:15Z
dc.date.available.none.fl_str_mv 2025-11-03T17:30:15Z
dc.date.issued.fl_str_mv 2025-10-21
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.none.fl_str_mv Rodríguez-Vargas, A., Tafur-Gutiérrez, L., Sessarego, E. A., Alva, G., Castañeda-Palomino, K., Haro-Reyes, J. A., Ruiz-Chamorro, J., Barrantes-Campos, C., & Cruz, J. A. (2025). Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis. Pastoralism: Research, Policy and Practice, 15, 14861. https://doi.org/10.3389/past.2025.14861
dc.identifier.issn.none.fl_str_mv 2041-7136
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2927
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3389/past.2025.14861
identifier_str_mv Rodríguez-Vargas, A., Tafur-Gutiérrez, L., Sessarego, E. A., Alva, G., Castañeda-Palomino, K., Haro-Reyes, J. A., Ruiz-Chamorro, J., Barrantes-Campos, C., & Cruz, J. A. (2025). Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis. Pastoralism: Research, Policy and Practice, 15, 14861. https://doi.org/10.3389/past.2025.14861
2041-7136
url http://hdl.handle.net/20.500.12955/2927
https://doi.org/10.3389/past.2025.14861
dc.language.iso.none.fl_str_mv eng
language eng
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dc.relation.ispartofseries.none.fl_str_mv Pastoralism: Research, Policy and Practice
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dc.publisher.none.fl_str_mv Frontiers
dc.publisher.country.none.fl_str_mv CH
publisher.none.fl_str_mv Frontiers
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
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collection INIA-Institucional
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spelling Rodríguez Vargas, Aníbal RaúlTafur Gutiérrez, LucindaSessarego Davila, Emmanuel AlexanderAlva Tafur, GudelioCastañeda Palomino, Katherine MilagrosHaro Reyes, José AntonioRuiz Chamorro, José AntonioBarrantes Campos, CecilioCruz Luis, Juancarlos Alejandro2025-11-03T17:30:15Z2025-11-03T17:30:15Z2025-10-21Rodríguez-Vargas, A., Tafur-Gutiérrez, L., Sessarego, E. A., Alva, G., Castañeda-Palomino, K., Haro-Reyes, J. A., Ruiz-Chamorro, J., Barrantes-Campos, C., & Cruz, J. A. (2025). Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis. Pastoralism: Research, Policy and Practice, 15, 14861. https://doi.org/10.3389/past.2025.148612041-7136http://hdl.handle.net/20.500.12955/2927https://doi.org/10.3389/past.2025.14861The study aimed to characterize goat production systems in the tropical dry forest of Peru through multivariate analysis of 25 socioeconomic and productive variables in 60 producers from Bagua Grande, El Milagro, Cajaruro, and Cumba. Descriptive analysis, multidimensional scaling (stress = 0.03272), categorical principal component analysis (CATPCA), and hierarchical clustering analysis (HCA) were applied. A predominance of extensive management (98.3%), with low technical assistance (81.7%), absence of irrigation (90%), and visual selection of animals (100%) was identified. Marketing responds to immediate economic needs (36.7%), while vaccination coverage is poor (88.3% not vaccinated). CATPCA explained 54.5% of the variance (Cronbach's alpha = 0.965), highlighting producer education, infrastructure, and access to water and energy as key factors for improving production efficiency and mitigating commercial seasonality. HCA identified two goat production systems: the improved extensive system (EES) and the traditional extensive system (TES). The EES grouped older and more experienced producers, with larger herds, higher sales weights, greater specialization, forage diversification, better infrastructure, and higher deworming frequency. In contrast, the TES included younger producers with smaller herds, lower sales weights, lower educational levels, agricultural dependence, less forage diversity, limited infrastructure, and limited sanitary measures. These differences highlight the impact of knowledge and technological development on productive sustainability. It is concluded that technological development, access to resources, and production experience are key to improving the efficiency and sustainability of goat systems in the tropical dry forests of Peru.The author(s) declare that financial support was received for the research and/or publication of this article. This study was financially supported by the Instituto Nacional de Innovación Agraria (INIA), through the Poject with N° CUI 506684.application/pdfengFrontiersCHurn:issn:2041-7136Pastoralism: Research, Policy and Practiceinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIATypificationGoat farmingMultivariate analysisAgricultural sustainabilityDry tropical forestTipificaciónGanadería caprinaAnálisis multivariableSostenibilidad agrícolaBosque tropical seco.https://purl.org/pe-repo/ocde/ford#4.03.01Goats; Caprino; Production systems; Sistemas de producción; Dry forests; Bosque seco; Animal husbandry; Ganadería; Livestock production; Producción pecuaria.Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysisinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/3976e201-3892-4de2-9c0a-9a5cee78c720/downloada1dff3722e05e29dac20fa1a97a12ccfMD51ORIGINALRodriguez_et-al_2025_characterization_forest_peru.pdfRodriguez_et-al_2025_characterization_forest_peru.pdfapplication/pdf1469292https://repositorio.inia.gob.pe/bitstreams/e7e94ed1-e90a-4879-a20d-e5107272e921/download84104f73fff959a9bd7b11ee83b15eb9MD51THUMBNAILRodriguez_et-al_2025_characterization_forest_peru_T.jpgimage/jpeg21250https://repositorio.inia.gob.pe/bitstreams/45e94411-e3c8-4158-8a35-64f5d69ca9ac/downloadc2641a7237e0129678c90f4f0436ad55MD5220.500.12955/2927oai:repositorio.inia.gob.pe:20.500.12955/29272025-11-03 15:30:16.176https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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