Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon

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Carapa guianensis Aubl., widely distributed throughout the Amazon, is recognized for its ecological, economic, and social importance, and constitutes a key source of income for numerous extractive communities. However, fruit production exhibits marked spatial variation that may be influenced by soil...

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Detalles Bibliográficos
Autores: Angulo Villacorta, Carlos Darwin, Silva da Conceição, Denilson, Chuchon Remon, Rodolfo Juan, Manigat, Donald, Antunez Jimenez, Lorena, de Toledo, José Julio
Formato: documento de trabajo
Fecha de Publicación:2025
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.inia.gob.pe:20.500.12955/2979
Enlace del recurso:http://hdl.handle.net/20.500.12955/2979
Nivel de acceso:acceso abierto
Materia:Carapa guianensis
Amazon
Edaphoclimatic factors
Fruit production
Random Forest
Sustainable forest management
Amazonía
Factores edafoclimáticos
Producción frutícola
Bosque aleatorio
Gestión forestal sostenible
https://purl.org/pe-repo/ocde/ford#4.01.04
Bosque tropical; Monsoon forest; Suelos; Soil; Carbono orgánico; Organic carbón; Temperatura; Temperature; Pluviosidad; Induced rain; Propiedad del suelo; Soil properties.
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dc.title.none.fl_str_mv Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
title Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
spellingShingle Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
Angulo Villacorta, Carlos Darwin
Carapa guianensis
Amazon
Edaphoclimatic factors
Fruit production
Random Forest
Sustainable forest management
Amazonía
Factores edafoclimáticos
Producción frutícola
Bosque aleatorio
Gestión forestal sostenible
https://purl.org/pe-repo/ocde/ford#4.01.04
Bosque tropical; Monsoon forest; Suelos; Soil; Carbono orgánico; Organic carbón; Temperatura; Temperature; Pluviosidad; Induced rain; Propiedad del suelo; Soil properties.
title_short Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
title_full Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
title_fullStr Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
title_full_unstemmed Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
title_sort Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
author Angulo Villacorta, Carlos Darwin
author_facet Angulo Villacorta, Carlos Darwin
Silva da Conceição, Denilson
Chuchon Remon, Rodolfo Juan
Manigat, Donald
Antunez Jimenez, Lorena
de Toledo, José Julio
author_role author
author2 Silva da Conceição, Denilson
Chuchon Remon, Rodolfo Juan
Manigat, Donald
Antunez Jimenez, Lorena
de Toledo, José Julio
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Angulo Villacorta, Carlos Darwin
Silva da Conceição, Denilson
Chuchon Remon, Rodolfo Juan
Manigat, Donald
Antunez Jimenez, Lorena
de Toledo, José Julio
dc.subject.none.fl_str_mv Carapa guianensis
Amazon
Edaphoclimatic factors
Fruit production
Random Forest
Sustainable forest management
Amazonía
Factores edafoclimáticos
Producción frutícola
Bosque aleatorio
Gestión forestal sostenible
topic Carapa guianensis
Amazon
Edaphoclimatic factors
Fruit production
Random Forest
Sustainable forest management
Amazonía
Factores edafoclimáticos
Producción frutícola
Bosque aleatorio
Gestión forestal sostenible
https://purl.org/pe-repo/ocde/ford#4.01.04
Bosque tropical; Monsoon forest; Suelos; Soil; Carbono orgánico; Organic carbón; Temperatura; Temperature; Pluviosidad; Induced rain; Propiedad del suelo; Soil properties.
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.01.04
dc.subject.agrovoc.none.fl_str_mv Bosque tropical; Monsoon forest; Suelos; Soil; Carbono orgánico; Organic carbón; Temperatura; Temperature; Pluviosidad; Induced rain; Propiedad del suelo; Soil properties.
description Carapa guianensis Aubl., widely distributed throughout the Amazon, is recognized for its ecological, economic, and social importance, and constitutes a key source of income for numerous extractive communities. However, fruit production exhibits marked spatial variation that may be influenced by soil properties and climatic factors. In this study, we assessed this variability using data from 21 studies conducted in the Brazilian Amazon, incorporating georeferenced information from each site on climate and soil characteristics. Environmental variables were evaluated using Random Forest models. Average fruit productivity showed a broad range (0.34 to 34.6 kg·tree⁻¹·year⁻¹), with higher values in várzea forests (16.5 kg·tree⁻¹·year⁻¹) and lower values in igapó forests (2.5 kg·tree⁻¹·year⁻¹). The model explained 42% of the observed variability (R² = 0.83 in cross-validation), identifying soil organic carbon, mean annual temperature, and clay content as the most influential predictors. These findings demonstrate that fruit production is shaped by the interaction between edaphic and climatic conditions, which determine the species' productivity patterns, and highlight the need to foster adaptive management strategies that ensure the sustainable use of andiroba across Amazonian ecosystems.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2026-01-06T15:47:08Z
dc.date.available.none.fl_str_mv 2026-01-06T15:47:08Z
dc.date.issued.fl_str_mv 2025-12-17
dc.type.none.fl_str_mv info:eu-repo/semantics/workingPaper
format workingPaper
dc.identifier.citation.none.fl_str_mv Angulo-Villacorta, C. D., Silva da Conceição, D., Chuchon-Remon, R. J., Manigat, D., Antunes-Jimenez, L., & de Toledo, J. J. (2025). Variability in fruit production of Carapa guianensis associated with edaphoclimatic factors in the Amazon. Preprints. https://doi.org/10.20944/preprints202512.1500.v1
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2979
dc.identifier.doi.none.fl_str_mv ttps://doi.org/10.20944/preprints202512.1500.v1
identifier_str_mv Angulo-Villacorta, C. D., Silva da Conceição, D., Chuchon-Remon, R. J., Manigat, D., Antunes-Jimenez, L., & de Toledo, J. J. (2025). Variability in fruit production of Carapa guianensis associated with edaphoclimatic factors in the Amazon. Preprints. https://doi.org/10.20944/preprints202512.1500.v1
ttps://doi.org/10.20944/preprints202512.1500.v1
url http://hdl.handle.net/20.500.12955/2979
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartofseries.none.fl_str_mv Preprints.org
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 Preprints.org (MDPI)
dc.publisher.country.none.fl_str_mv BR
publisher.none.fl_str_mv Preprints.org (MDPI)
dc.source.none.fl_str_mv Instituto Nacional de Innovación Agraria
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spelling Angulo Villacorta, Carlos DarwinSilva da Conceição, DenilsonChuchon Remon, Rodolfo JuanManigat, DonaldAntunez Jimenez, Lorenade Toledo, José Julio2026-01-06T15:47:08Z2026-01-06T15:47:08Z2025-12-17Angulo-Villacorta, C. D., Silva da Conceição, D., Chuchon-Remon, R. J., Manigat, D., Antunes-Jimenez, L., & de Toledo, J. J. (2025). Variability in fruit production of Carapa guianensis associated with edaphoclimatic factors in the Amazon. Preprints. https://doi.org/10.20944/preprints202512.1500.v1http://hdl.handle.net/20.500.12955/2979ttps://doi.org/10.20944/preprints202512.1500.v1Carapa guianensis Aubl., widely distributed throughout the Amazon, is recognized for its ecological, economic, and social importance, and constitutes a key source of income for numerous extractive communities. However, fruit production exhibits marked spatial variation that may be influenced by soil properties and climatic factors. In this study, we assessed this variability using data from 21 studies conducted in the Brazilian Amazon, incorporating georeferenced information from each site on climate and soil characteristics. Environmental variables were evaluated using Random Forest models. Average fruit productivity showed a broad range (0.34 to 34.6 kg·tree⁻¹·year⁻¹), with higher values in várzea forests (16.5 kg·tree⁻¹·year⁻¹) and lower values in igapó forests (2.5 kg·tree⁻¹·year⁻¹). The model explained 42% of the observed variability (R² = 0.83 in cross-validation), identifying soil organic carbon, mean annual temperature, and clay content as the most influential predictors. These findings demonstrate that fruit production is shaped by the interaction between edaphic and climatic conditions, which determine the species' productivity patterns, and highlight the need to foster adaptive management strategies that ensure the sustainable use of andiroba across Amazonian ecosystems.application/pdfengPreprints.org (MDPI)BRPreprints.orginfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIACarapa guianensisAmazonEdaphoclimatic factorsFruit productionRandom ForestSustainable forest managementAmazoníaFactores edafoclimáticosProducción frutícolaBosque aleatorioGestión forestal sosteniblehttps://purl.org/pe-repo/ocde/ford#4.01.04Bosque tropical; Monsoon forest; Suelos; Soil; Carbono orgánico; Organic carbón; Temperatura; Temperature; Pluviosidad; Induced rain; Propiedad del suelo; Soil properties.Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazoninfo:eu-repo/semantics/workingPaperLICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/638c5cb8-d411-4718-9b5a-13ebaee7964a/downloada1dff3722e05e29dac20fa1a97a12ccfMD51ORIGINALAngulo_et-al_2025_variability_fruit_carapa.pdfAngulo_et-al_2025_variability_fruit_carapa.pdfapplication/pdf3469411https://repositorio.inia.gob.pe/bitstreams/6c123fe7-e69b-407a-b2d1-7dfd3ee4207b/downloadd0351ad8f61d73ca8579868ffce7e038MD52THUMBNAILAngulo_et-al_2025_variability_fruit_carapa_caratula.jpgimage/jpeg18084https://repositorio.inia.gob.pe/bitstreams/d12e5367-4880-41b2-95df-be991b5ec99c/download6fcf8f487462d03f76e7d1c7a12cc516MD5320.500.12955/2979oai:repositorio.inia.gob.pe:20.500.12955/29792026-01-06 11:12:48.116https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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