Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru
Descripción del Articulo
The dry forests of northern Peru are home to extensive populations of algarrobo (Neltuma spp.). Its fruit serves as feed for goats and is used in various agro-industrial products. However, the nutritional quality can be influenced by the physicochemical properties of the soil and vegetation coverage...
| 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:20.500.12955/2873 |
| Enlace del recurso: | http://hdl.handle.net/20.500.12955/2873 https://doi.org/10.3390/su17188296 |
| Nivel de acceso: | acceso abierto |
| Materia: | Carob pobs Ether extract content Forecasting equations Protein content Vegetation indices Soil https://purl.org/pe-repo/ocde/ford#4.01.02 Crude fat; Grasa bruta; Vegetation index; Índice de vegetación |
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| dc.title.none.fl_str_mv |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| title |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| spellingShingle |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru Salazar Coronel, Wilian Carob pobs Ether extract content Forecasting equations Protein content Vegetation indices Soil https://purl.org/pe-repo/ocde/ford#4.01.02 Crude fat; Grasa bruta; Vegetation index; Índice de vegetación |
| title_short |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| title_full |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| title_fullStr |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| title_full_unstemmed |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| title_sort |
Nutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peru |
| author |
Salazar Coronel, Wilian |
| author_facet |
Salazar Coronel, Wilian Cruz Grimaldo, Camila Leandra Lastra Paucar, Sphyros Roomel Rengifo Sanchez, Raihil Rabindranath Vargas de la Cruz, Celia Godoy Padilla, David Sessarego Davila, Emmanuel Alexander Cruz Luis, Juancarlos Alejandro Solórzano Acosta, Richard Andi |
| author_role |
author |
| author2 |
Cruz Grimaldo, Camila Leandra Lastra Paucar, Sphyros Roomel Rengifo Sanchez, Raihil Rabindranath Vargas de la Cruz, Celia Godoy Padilla, David Sessarego Davila, Emmanuel Alexander Cruz Luis, Juancarlos Alejandro Solórzano Acosta, Richard Andi |
| author2_role |
author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Salazar Coronel, Wilian Cruz Grimaldo, Camila Leandra Lastra Paucar, Sphyros Roomel Rengifo Sanchez, Raihil Rabindranath Vargas de la Cruz, Celia Godoy Padilla, David Sessarego Davila, Emmanuel Alexander Cruz Luis, Juancarlos Alejandro Solórzano Acosta, Richard Andi |
| dc.subject.none.fl_str_mv |
Carob pobs Ether extract content Forecasting equations Protein content Vegetation indices Soil |
| topic |
Carob pobs Ether extract content Forecasting equations Protein content Vegetation indices Soil https://purl.org/pe-repo/ocde/ford#4.01.02 Crude fat; Grasa bruta; Vegetation index; Índice de vegetación |
| dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.01.02 |
| dc.subject.agrovoc.none.fl_str_mv |
Crude fat; Grasa bruta; Vegetation index; Índice de vegetación |
| description |
The dry forests of northern Peru are home to extensive populations of algarrobo (Neltuma spp.). Its fruit serves as feed for goats and is used in various agro-industrial products. However, the nutritional quality can be influenced by the physicochemical properties of the soil and vegetation coverage. The objective of this study was to understand and predict the concentration of protein and ether extracts of carob and evaluate its relationship with soil properties and vegetation indices. Principal component analysis (PCA) and correlation analyses were conducted. The prediction of protein and ether extract was carried out using the Eureqa-Formulize software 1.24.0. In the PCA, protein showed a positive relationship with ash and ether extract but a negative relationship with moisture. Likewise, moderate correlations were observed between protein and ash content (0.51). Protein also showed positive correlations with pH (r = 0.19), BI (r = 0.22), and NDSI (r = 0.22). Additionally, the ether extract exhibited correlations with sand content (r = 0.22), Ca2+ (r = −0.26), Cu (r = −0.20), S5 (r = 0.26), and Si (r = 0.24). Protein predictions showed moderate performance (CC = 0.73 and R2 = 0.53), as did ether extracts (CC = 0.68 and R2 = 0.46). These findings contribute to a better understanding of the factors that influence the nutritional quality of carob and can be used for the development of sustainable management strategies in the dry forests of northern Peru. |
| publishDate |
2025 |
| dc.date.accessioned.none.fl_str_mv |
2025-10-01T06:10:56Z |
| dc.date.available.none.fl_str_mv |
2025-10-01T06:10:56Z |
| dc.date.issued.fl_str_mv |
2025-09-16 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.citation.none.fl_str_mv |
Salazar, W., Cruz-Grimaldo, C., Lastra, S., Rengifo, R., Vargas-de-la-Cruz, C., Godoy-Padilla, D., Sessarego, E., Cruz, J., & Solórzano, R. (2025). Nutritional Quality of the “Algarrobo” Neltuma pallida Fruit and Its Relationship with Soil Properties and Vegetation Indices in the Dry Forests of Northern Peru. Sustainability, 17(18), 8296. https://doi.org/10.3390/su17188296 |
| dc.identifier.issn.none.fl_str_mv |
2071-1050 |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12955/2873 |
| dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.3390/su17188296 |
| identifier_str_mv |
Salazar, W., Cruz-Grimaldo, C., Lastra, S., Rengifo, R., Vargas-de-la-Cruz, C., Godoy-Padilla, D., Sessarego, E., Cruz, J., & Solórzano, R. (2025). Nutritional Quality of the “Algarrobo” Neltuma pallida Fruit and Its Relationship with Soil Properties and Vegetation Indices in the Dry Forests of Northern Peru. Sustainability, 17(18), 8296. https://doi.org/10.3390/su17188296 2071-1050 |
| url |
http://hdl.handle.net/20.500.12955/2873 https://doi.org/10.3390/su17188296 |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
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urn:issn:2071-1050 |
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Sustainability |
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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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MPDI |
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CH |
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MPDI |
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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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INIA-Institucional |
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Salazar Coronel, WilianCruz Grimaldo, Camila LeandraLastra Paucar, Sphyros RoomelRengifo Sanchez, Raihil RabindranathVargas de la Cruz, CeliaGodoy Padilla, DavidSessarego Davila, Emmanuel AlexanderCruz Luis, Juancarlos AlejandroSolórzano Acosta, Richard Andi2025-10-01T06:10:56Z2025-10-01T06:10:56Z2025-09-16Salazar, W., Cruz-Grimaldo, C., Lastra, S., Rengifo, R., Vargas-de-la-Cruz, C., Godoy-Padilla, D., Sessarego, E., Cruz, J., & Solórzano, R. (2025). Nutritional Quality of the “Algarrobo” Neltuma pallida Fruit and Its Relationship with Soil Properties and Vegetation Indices in the Dry Forests of Northern Peru. Sustainability, 17(18), 8296. https://doi.org/10.3390/su171882962071-1050http://hdl.handle.net/20.500.12955/2873https://doi.org/10.3390/su17188296The dry forests of northern Peru are home to extensive populations of algarrobo (Neltuma spp.). Its fruit serves as feed for goats and is used in various agro-industrial products. However, the nutritional quality can be influenced by the physicochemical properties of the soil and vegetation coverage. The objective of this study was to understand and predict the concentration of protein and ether extracts of carob and evaluate its relationship with soil properties and vegetation indices. Principal component analysis (PCA) and correlation analyses were conducted. The prediction of protein and ether extract was carried out using the Eureqa-Formulize software 1.24.0. In the PCA, protein showed a positive relationship with ash and ether extract but a negative relationship with moisture. Likewise, moderate correlations were observed between protein and ash content (0.51). Protein also showed positive correlations with pH (r = 0.19), BI (r = 0.22), and NDSI (r = 0.22). Additionally, the ether extract exhibited correlations with sand content (r = 0.22), Ca2+ (r = −0.26), Cu (r = −0.20), S5 (r = 0.26), and Si (r = 0.24). Protein predictions showed moderate performance (CC = 0.73 and R2 = 0.53), as did ether extracts (CC = 0.68 and R2 = 0.46). These findings contribute to a better understanding of the factors that influence the nutritional quality of carob and can be used for the development of sustainable management strategies in the dry forests of northern Peru.This research was funded by the CUI 2487112 INIA project “Mejoramiento de los servicios de investigación y transferencia tecnológica en el manejo y recuperación de suelos agrícolas degradados y aguas para riego en la pequeña y mediana agricultura en los departamentos de Lima, Áncash, San Martín, Cajamarca, Lambayeque, Junín, Ayacucho, Arequipa, Puno y Ucayali” Project “Mejoramiento de los servicios de investigación y transferencia tecnológica en el manejo y recuperación de suelos agrícolas degradados y aguas para riego en la pequeña y mediana agricultura en los departamentos de Lima, Áncash, San Martín, Cajamarca, Lambayeque”—CUI 2487112 INIA.application/pdfengMPDICHurn:issn:2071-1050Sustainabilityinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIACarob pobsEther extract contentForecasting equationsProtein contentVegetation indicesSoilhttps://purl.org/pe-repo/ocde/ford#4.01.02Crude fat; Grasa bruta; Vegetation index; Índice de vegetaciónNutritional quality of the “Algarrobo” neltuma pallida fruit and its relationship with soil properties and vegetation indices in the dry forests of Northern Peruinfo:eu-repo/semantics/articleORIGINALSalazar_et-al_2025_forest_nutritional.pdfSalazar_et-al_2025_forest_nutritional.pdfapplication/pdf6164957https://repositorio.inia.gob.pe/bitstreams/73c2a0d0-95a5-491f-be11-fae6eca27a04/downloadd7ef1015bc10522f3b4883f8875bd57eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/a1273894-7e02-4ed3-96ef-fd8273b4cb63/downloada1dff3722e05e29dac20fa1a97a12ccfMD5220.500.12955/2873oai:repositorio.inia.gob.pe:20.500.12955/28732025-10-01 01:10:56.533https://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).
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).