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...

Descripción completa

Detalles Bibliográficos
Autores: 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
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
id INIA_a1bf93298b34c4582e3f54cedccd72ca
oai_identifier_str oai:repositorio.inia.gob.pe:20.500.12955/2873
network_acronym_str INIA
network_name_str INIA-Institucional
repository_id_str 4830
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
dc.relation.ispartof.none.fl_str_mv urn:issn:2071-1050
dc.relation.ispartofseries.none.fl_str_mv Sustainability
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 MPDI
dc.publisher.country.none.fl_str_mv CH
publisher.none.fl_str_mv MPDI
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
bitstream.url.fl_str_mv https://repositorio.inia.gob.pe/bitstreams/73c2a0d0-95a5-491f-be11-fae6eca27a04/download
https://repositorio.inia.gob.pe/bitstreams/a1273894-7e02-4ed3-96ef-fd8273b4cb63/download
bitstream.checksum.fl_str_mv d7ef1015bc10522f3b4883f8875bd57e
a1dff3722e05e29dac20fa1a97a12ccf
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositorio Institucional INIA
repository.mail.fl_str_mv repositorio@inia.gob.pe
_version_ 1846649321835986944
spelling 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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
score 13.905282
Nota importante:
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).