Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru

Descripción del Articulo

Livestock systems in marginal ecosystems such as seasonally dry forests (SDFs) face increasing sustainability challenges, yet the role of morphology in mediating animal adaptation to local environmental and management conditions remains underexplored. In the Piura region of northern Peru—home to the...

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Detalles Bibliográficos
Autores: Haro Reyes, José Antonio, Sessarego Davila, Emmanuel Alexander, Cruz Flores, Danny Julio, Gonzales Guevara, Pablo Ross, Ruiz Chamorro, José Antonio, 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:20.500.12955/2986
Enlace del recurso:http://hdl.handle.net/20.500.12955/2986
https://doi.org/10.1371/journal.pone.0339584
Nivel de acceso:acceso abierto
Materia:Creole goats
Morphological diversity
Seasonally dry forest
Morphometric analysis
Linear body
measurements
Morphometric índices
District-level variation
Geographic indication
Cabras criollas
Diversidad morfológica
Bosque estacionalmente seco
Análisis morfométrico
Cuerpo lineal
mediciones
Índices morfométricos
Variación distrital
Indicación geográfica
https://purl.org/pe-repo/ocde/ford#4.02.01
Cabra; Nannygoats; Raza; Breeds; Medición del cuerpo; Body measurements; Bosque seco; Dry forests; Zona árida; Arid zones; Variación genética; Genetic variation; Adaptación; Adaptation
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dc.title.none.fl_str_mv Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
title Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
spellingShingle Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
Haro Reyes, José Antonio
Creole goats
Morphological diversity
Seasonally dry forest
Morphometric analysis
Linear body
measurements
Morphometric índices
District-level variation
Geographic indication
Cabras criollas
Diversidad morfológica
Bosque estacionalmente seco
Análisis morfométrico
Cuerpo lineal
mediciones
Índices morfométricos
Variación distrital
Indicación geográfica
https://purl.org/pe-repo/ocde/ford#4.02.01
Cabra; Nannygoats; Raza; Breeds; Medición del cuerpo; Body measurements; Bosque seco; Dry forests; Zona árida; Arid zones; Variación genética; Genetic variation; Adaptación; Adaptation
title_short Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
title_full Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
title_fullStr Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
title_full_unstemmed Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
title_sort Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru
author Haro Reyes, José Antonio
author_facet Haro Reyes, José Antonio
Sessarego Davila, Emmanuel Alexander
Cruz Flores, Danny Julio
Gonzales Guevara, Pablo Ross
Ruiz Chamorro, José Antonio
Cruz Luis, Juancarlos Alejandro
author_role author
author2 Sessarego Davila, Emmanuel Alexander
Cruz Flores, Danny Julio
Gonzales Guevara, Pablo Ross
Ruiz Chamorro, José Antonio
Cruz Luis, Juancarlos Alejandro
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Haro Reyes, José Antonio
Sessarego Davila, Emmanuel Alexander
Cruz Flores, Danny Julio
Gonzales Guevara, Pablo Ross
Ruiz Chamorro, José Antonio
Cruz Luis, Juancarlos Alejandro
dc.subject.none.fl_str_mv Creole goats
Morphological diversity
Seasonally dry forest
Morphometric analysis
Linear body
measurements
Morphometric índices
District-level variation
Geographic indication
Cabras criollas
Diversidad morfológica
Bosque estacionalmente seco
Análisis morfométrico
Cuerpo lineal
mediciones
Índices morfométricos
Variación distrital
Indicación geográfica
topic Creole goats
Morphological diversity
Seasonally dry forest
Morphometric analysis
Linear body
measurements
Morphometric índices
District-level variation
Geographic indication
Cabras criollas
Diversidad morfológica
Bosque estacionalmente seco
Análisis morfométrico
Cuerpo lineal
mediciones
Índices morfométricos
Variación distrital
Indicación geográfica
https://purl.org/pe-repo/ocde/ford#4.02.01
Cabra; Nannygoats; Raza; Breeds; Medición del cuerpo; Body measurements; Bosque seco; Dry forests; Zona árida; Arid zones; Variación genética; Genetic variation; Adaptación; Adaptation
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.02.01
dc.subject.agrovoc.none.fl_str_mv Cabra; Nannygoats; Raza; Breeds; Medición del cuerpo; Body measurements; Bosque seco; Dry forests; Zona árida; Arid zones; Variación genética; Genetic variation; Adaptación; Adaptation
description Livestock systems in marginal ecosystems such as seasonally dry forests (SDFs) face increasing sustainability challenges, yet the role of morphology in mediating animal adaptation to local environmental and management conditions remains underexplored. In the Piura region of northern Peru—home to the country's most extensive SDF and its leading hub of goat production—Creole goats represent a diverse and under-characterized resource shaped by natural and human selection. Despite Creole goats' relevance, little is known about the spatial structure of their phenotypic variation or how it may signal emerging regional morphotypes. Addressing this gap, we conducted a comprehensive morphometric analysis of 617 female Creole goats across three distinct districts within Piura's SDF. Using linear body measurements (LBMs), morphometric indices, and multivariate analyses, we revealed significant district-level phenotypic differentiation. Goats from Catacaos exhibited consistently larger body dimensions and higher compactness indices, forming a distinct cluster in hierarchical analyses and suggesting the emergence of a localized morphotype. Notably, this phenotypic pattern was largely driven by animals from four specific farmers, pointing to the potential influence of herd-level management practices or breeding history. Despite this within-district heterogeneity, the Catacaos subgroup remained clearly differentiated from goats in Lancones. Principal component analysis of LBMs identified a dominant size axis explaining over 70% of variance, with Catacaos goats diverging along this dimension. In contrast, morphometric indices showed weaker discriminatory power. These findings suggest that LBMs outperform derived indices in capturing fine-scale phenotypic structure and may reflect both ecological adaptation and management-driven selection. Our results underscore the potential of morphometric profiling for identifying regionally adapted livestock types and lay the groundwork for future geographic indication schemes that valorize local biodiversity and support rural livelihoods.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2026-01-09T15:45:50Z
dc.date.available.none.fl_str_mv 2026-01-09T15:45:50Z
dc.date.issued.fl_str_mv 2025-12-31
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.none.fl_str_mv Haro-Reyes, J. A., Sessarego, E. A., Cruz, D. J., Gonzales-Guevara, P. R., Ruiz-Chamorro, J. A., & Cruz-Luis, J. A. (2025). Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru. PLoS One, 20(12), e0339584. https://doi.org/10.1371/journal.pone.0339584
dc.identifier.issn.none.fl_str_mv 1932-6203
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2986
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1371/journal.pone.0339584
identifier_str_mv Haro-Reyes, J. A., Sessarego, E. A., Cruz, D. J., Gonzales-Guevara, P. R., Ruiz-Chamorro, J. A., & Cruz-Luis, J. A. (2025). Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru. PLoS One, 20(12), e0339584. https://doi.org/10.1371/journal.pone.0339584
1932-6203
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dc.publisher.none.fl_str_mv Public Library of Science
dc.publisher.country.none.fl_str_mv US
publisher.none.fl_str_mv Public Library of Science
dc.source.none.fl_str_mv Instituto Nacional de Innovación Agraria
reponame:INIA-Institucional
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instname_str Instituto Nacional de Innovación Agraria
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spelling Haro Reyes, José AntonioSessarego Davila, Emmanuel AlexanderCruz Flores, Danny JulioGonzales Guevara, Pablo RossRuiz Chamorro, José AntonioCruz Luis, Juancarlos Alejandro2026-01-09T15:45:50Z2026-01-09T15:45:50Z2025-12-31Haro-Reyes, J. A., Sessarego, E. A., Cruz, D. J., Gonzales-Guevara, P. R., Ruiz-Chamorro, J. A., & Cruz-Luis, J. A. (2025). Creole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peru. PLoS One, 20(12), e0339584. https://doi.org/10.1371/journal.pone.03395841932-6203http://hdl.handle.net/20.500.12955/2986https://doi.org/10.1371/journal.pone.0339584Livestock systems in marginal ecosystems such as seasonally dry forests (SDFs) face increasing sustainability challenges, yet the role of morphology in mediating animal adaptation to local environmental and management conditions remains underexplored. In the Piura region of northern Peru—home to the country's most extensive SDF and its leading hub of goat production—Creole goats represent a diverse and under-characterized resource shaped by natural and human selection. Despite Creole goats' relevance, little is known about the spatial structure of their phenotypic variation or how it may signal emerging regional morphotypes. Addressing this gap, we conducted a comprehensive morphometric analysis of 617 female Creole goats across three distinct districts within Piura's SDF. Using linear body measurements (LBMs), morphometric indices, and multivariate analyses, we revealed significant district-level phenotypic differentiation. Goats from Catacaos exhibited consistently larger body dimensions and higher compactness indices, forming a distinct cluster in hierarchical analyses and suggesting the emergence of a localized morphotype. Notably, this phenotypic pattern was largely driven by animals from four specific farmers, pointing to the potential influence of herd-level management practices or breeding history. Despite this within-district heterogeneity, the Catacaos subgroup remained clearly differentiated from goats in Lancones. Principal component analysis of LBMs identified a dominant size axis explaining over 70% of variance, with Catacaos goats diverging along this dimension. In contrast, morphometric indices showed weaker discriminatory power. These findings suggest that LBMs outperform derived indices in capturing fine-scale phenotypic structure and may reflect both ecological adaptation and management-driven selection. Our results underscore the potential of morphometric profiling for identifying regionally adapted livestock types and lay the groundwork for future geographic indication schemes that valorize local biodiversity and support rural livelihoods.The study was conducted as part of the PROCAP project (CUI 2506684), with authorization from the Dirección de Servicios Estratégicos Agrarios (DSEA) of the Instituto Nacional de Innovación Agraria (INIA), the national authority on agricultural innovation in Peru. The author(s) received no specific funding for this work. CUI: 2506684 (Proyecto PROCAP)application/pdfengPublic Library of ScienceUSurn:issn:1932-6203Public Library of Scienceinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIACreole goatsMorphological diversitySeasonally dry forestMorphometric analysisLinear bodymeasurementsMorphometric índicesDistrict-level variationGeographic indicationCabras criollasDiversidad morfológicaBosque estacionalmente secoAnálisis morfométricoCuerpo linealmedicionesÍndices morfométricosVariación distritalIndicación geográficahttps://purl.org/pe-repo/ocde/ford#4.02.01Cabra; Nannygoats; Raza; Breeds; Medición del cuerpo; Body measurements; Bosque seco; Dry forests; Zona árida; Arid zones; Variación genética; Genetic variation; Adaptación; AdaptationCreole goat morphological diversity partially mirrors district-level variation in the seasonally dry forest of Piura in Peruinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/31167cec-e7e6-406f-8003-bbe385ecb28f/downloada1dff3722e05e29dac20fa1a97a12ccfMD51ORIGINALHaro_et-al_2025_creole_goat_morphological.pdfHaro_et-al_2025_creole_goat_morphological.pdfapplication/pdf1414730https://repositorio.inia.gob.pe/bitstreams/f9fcd13a-0af8-443b-a281-b5c73fdbf4d1/downloadad81318b2e65ad81608f179636531a61MD52THUMBNAILCreole goat morphological diversity partially mirrors district level_carátula.jpgimage/jpeg115147https://repositorio.inia.gob.pe/bitstreams/d7495416-f120-4ab9-ac5a-03da3e7757fe/downloadcc2212c2cad4078158209eec94d56636MD5320.500.12955/2986oai:repositorio.inia.gob.pe:20.500.12955/29862026-01-09 15:28:34.985https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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