Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis

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The document states that the article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Autores: Temoche Socola , Victor Alexander, Acosta Granados , Irene Carol, Gonzales, Pablo, Godoy Padilla, David, Jibaja, Omar, Cruz Luis, Juancarlos Alejandro, Corredor Arizapana, Flor Anita
Formato: artículo
Fecha de Publicación:2025
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.inia.gob.pe:20.500.12955/2701
Enlace del recurso:http://hdl.handle.net/20.500.12955/2701
https://doi.org/10.46265/genresj.PMKY4140
Nivel de acceso:acceso abierto
Materia:Goat production systems
multivariate analysis
dry forest
livestock typology
northern Peru
https://purl.org/pe-repo/ocde/ford#4.01.01
Caprinos; sistemas de producción animal; análisis multivariado; biodiversidad; manejo sostenible
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network_acronym_str INIA
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dc.title.none.fl_str_mv Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
title Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
spellingShingle Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
Temoche Socola , Victor Alexander
Goat production systems
multivariate analysis
dry forest
livestock typology
northern Peru
https://purl.org/pe-repo/ocde/ford#4.01.01
Caprinos; sistemas de producción animal; análisis multivariado; biodiversidad; manejo sostenible
title_short Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
title_full Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
title_fullStr Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
title_full_unstemmed Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
title_sort Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
author Temoche Socola , Victor Alexander
author_facet Temoche Socola , Victor Alexander
Acosta Granados , Irene Carol
Gonzales, Pablo
Godoy Padilla, David
Jibaja, Omar
Cruz Luis, Juancarlos Alejandro
Corredor Arizapana, Flor Anita
author_role author
author2 Acosta Granados , Irene Carol
Gonzales, Pablo
Godoy Padilla, David
Jibaja, Omar
Cruz Luis, Juancarlos Alejandro
Corredor Arizapana, Flor Anita
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Temoche Socola , Victor Alexander
Acosta Granados , Irene Carol
Gonzales, Pablo
Godoy Padilla, David
Jibaja, Omar
Cruz Luis, Juancarlos Alejandro
Corredor Arizapana, Flor Anita
dc.subject.none.fl_str_mv Goat production systems
multivariate analysis
dry forest
livestock typology
northern Peru
topic Goat production systems
multivariate analysis
dry forest
livestock typology
northern Peru
https://purl.org/pe-repo/ocde/ford#4.01.01
Caprinos; sistemas de producción animal; análisis multivariado; biodiversidad; manejo sostenible
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.01.01
dc.subject.agrovoc.none.fl_str_mv Caprinos; sistemas de producción animal; análisis multivariado; biodiversidad; manejo sostenible
description The document states that the article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-04-01T20:37:35Z
dc.date.available.none.fl_str_mv 2025-04-01T20:37:35Z
dc.date.issued.fl_str_mv 2025-02-16
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.none.fl_str_mv Temoche, V .; Acosta, I .; Gonzales, P .; Godoy Padilla, D .; Jibaja, O .; Cruz, J .; Corredor, F .- A. Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis. Animals 2025, 15, 567. https://doi.org/10.3390/ani15040567
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2701
dc.identifier.doi.none.fl_str_mv https://doi.org/10.46265/genresj.PMKY4140
identifier_str_mv Temoche, V .; Acosta, I .; Gonzales, P .; Godoy Padilla, D .; Jibaja, O .; Cruz, J .; Corredor, F .- A. Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis. Animals 2025, 15, 567. https://doi.org/10.3390/ani15040567
url http://hdl.handle.net/20.500.12955/2701
https://doi.org/10.46265/genresj.PMKY4140
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartofseries.none.fl_str_mv Animals
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 MDPI
dc.publisher.country.none.fl_str_mv CH
publisher.none.fl_str_mv MDPI
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
reponame_str INIA-Institucional
collection INIA-Institucional
dc.source.uri.none.fl_str_mv Repositorio Institucional - INIA
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spelling Temoche Socola , Victor AlexanderAcosta Granados , Irene CarolGonzales, PabloGodoy Padilla, DavidJibaja, OmarCruz Luis, Juancarlos AlejandroCorredor Arizapana, Flor Anita2025-04-01T20:37:35Z2025-04-01T20:37:35Z2025-02-16Temoche, V .; Acosta, I .; Gonzales, P .; Godoy Padilla, D .; Jibaja, O .; Cruz, J .; Corredor, F .- A. Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis. Animals 2025, 15, 567. https://doi.org/10.3390/ani15040567http://hdl.handle.net/20.500.12955/2701https://doi.org/10.46265/genresj.PMKY4140The document states that the article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.Goat production in the dry forest of northern Peru is essential for rural livelihoods but remains poorly characterized regarding its productivity and sustainability. This study used multivariate techniques—a multiple correspondence analysis (MCA), principal component analysis (PCA), factor analysis of mixed data (FAMD), and hierarchical cluster analysis (HCA)—to analyze data from 284 producers in Tumbes, Piura, and Lambayeque. Surveys captured 48 variables (41 qualitative, seven quantitative) on productivity, socioeconomics, and management. The MCA explained 22.07% of the variability in two dimensions, while the PCA accounted for 63.9%, focusing on productivity and diversification. The FAMD integrated these variables, explaining 51.12% of variability across five dimensions, emphasizing socioeconomic and management differences. The HCA identified three clusters: cluster 1 featured intensive systems with advanced management and commercial focus, cluster 2 included extensive systems limited by water scarcity, and cluster 3 reflected semi-intensive systems with irrigation and diversified production. These findings provide a detailed understanding of goat systems in northern Peru, identifying opportunities to improve resource use and tailor strategies to enhance sustainability. The multivariate analysis proved effective in capturing the complexity of these systems, supporting productivity and improving livelihoods in rural areas.This study was financially supported by the Instituto Nacional de Innovación Agraria (INIA), through the research goat project (CUI Nº 2506684).application/pdfengMDPICHAnimalsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIAGoat production systemsmultivariate analysisdry forestlivestock typologynorthern Peruhttps://purl.org/pe-repo/ocde/ford#4.01.01Caprinos; sistemas de producción animal; análisis multivariado; biodiversidad; manejo sostenibleCharacterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysisinfo:eu-repo/semantics/articleORIGINALCharacterization of Goat.pdfCharacterization of Goat.pdfapplication/pdf1615661https://repositorio.inia.gob.pe/bitstreams/f91ef2ee-580b-48a7-be93-240c8a4d3bb4/downloade358f2d8133d4404d2c5efa53f715d6bMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/f375a893-76ca-4043-bc7d-8ed089de9a6f/downloada1dff3722e05e29dac20fa1a97a12ccfMD5220.500.12955/2701oai:repositorio.inia.gob.pe:20.500.12955/27012025-04-01 15:37:35.751https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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Characterization of Goat Production Systems in the Northern Dry Forest of Peru Using a Multivariate Analysis
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