Characterization of goat production systems in the Amazonian dry tropical forest of Peru through multivariate analysis
Descripción del Articulo
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),...
| Autores: | , , , , , , , , |
|---|---|
| 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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urn:issn:2041-7136 |
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Pastoralism: Research, Policy and Practice |
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info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by/4.0/ |
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openAccess |
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https://creativecommons.org/licenses/by/4.0/ |
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application/pdf |
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Frontiers |
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CH |
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Frontiers |
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Instituto Nacional de Innovación Agraria reponame:INIA-Institucional instname:Instituto Nacional de Innovación Agraria instacron:INIA |
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Instituto Nacional de Innovación Agraria |
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INIA |
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INIA |
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Repositorio Institucional - INIA |
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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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 |
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Nota importante:
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).
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).