Variability in Fruit Production of Carapa Guianensis Associated with Edaphoclimatic Factors in the Amazon
Descripción del Articulo
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...
| Autores: | , , , , , |
|---|---|
| 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 |
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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 |
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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 |
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http://hdl.handle.net/20.500.12955/2979 |
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eng |
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eng |
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Preprints.org |
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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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Preprints.org (MDPI) |
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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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 |
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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).