Geospatial distribution of heavy metals in rice soils of northwestern Peru

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The presence of heavy metals in agricultural soils poses a threat to the development of sustainable agriculture and ensuring food security. The objective of this study was to evaluate the geospatial distribution of heavy metals in rice-growing soils within the Amojú River Basin, Jaen, Peru. Ninety-f...

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Detalles Bibliográficos
Autores: Tarrillo Julca, Ever, Arce Inga, Marielita, Torres Herrera, Pedro Antonio, Tineo Flores, Daniel, Taboada Mitma, Victor Hugo, Cruz Luis, Juancarlos Alejandro, Rojas Briceño, Nilton B., Atalaya Marin, Nilton, Gómez Fernández, Darwin, Goñas Goñas, Malluri
Formato: artículo
Fecha de Publicación:2025
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.inia.gob.pe:20.500.12955/2842
Enlace del recurso:http://hdl.handle.net/20.500.12955/2842
https://doi.org/10.1038/s41598-025-16638-6
Nivel de acceso:acceso abierto
Materia:Agricultural soils
Chromium
Cadmium
Phenological phases
EQSs
EBK
Suelos agrícolas
Cromo
Cadmio
Fases fenológicas
NCA
https://purl.org/pe-repo/ocde/ford#4.01.06
Rice; Arroz; Heavy metals; Metal pesado; Soil; Suelo; Geographical distribution; Distribución geográfica; Soil pollution; Polución del suelo
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dc.title.none.fl_str_mv Geospatial distribution of heavy metals in rice soils of northwestern Peru
title Geospatial distribution of heavy metals in rice soils of northwestern Peru
spellingShingle Geospatial distribution of heavy metals in rice soils of northwestern Peru
Tarrillo Julca, Ever
Agricultural soils
Chromium
Cadmium
Phenological phases
EQSs
EBK
Suelos agrícolas
Cromo
Cadmio
Fases fenológicas
NCA
https://purl.org/pe-repo/ocde/ford#4.01.06
Rice; Arroz; Heavy metals; Metal pesado; Soil; Suelo; Geographical distribution; Distribución geográfica; Soil pollution; Polución del suelo
title_short Geospatial distribution of heavy metals in rice soils of northwestern Peru
title_full Geospatial distribution of heavy metals in rice soils of northwestern Peru
title_fullStr Geospatial distribution of heavy metals in rice soils of northwestern Peru
title_full_unstemmed Geospatial distribution of heavy metals in rice soils of northwestern Peru
title_sort Geospatial distribution of heavy metals in rice soils of northwestern Peru
author Tarrillo Julca, Ever
author_facet Tarrillo Julca, Ever
Arce Inga, Marielita
Torres Herrera, Pedro Antonio
Tineo Flores, Daniel
Taboada Mitma, Victor Hugo
Cruz Luis, Juancarlos Alejandro
Rojas Briceño, Nilton B.
Atalaya Marin, Nilton
Gómez Fernández, Darwin
Goñas Goñas, Malluri
author_role author
author2 Arce Inga, Marielita
Torres Herrera, Pedro Antonio
Tineo Flores, Daniel
Taboada Mitma, Victor Hugo
Cruz Luis, Juancarlos Alejandro
Rojas Briceño, Nilton B.
Atalaya Marin, Nilton
Gómez Fernández, Darwin
Goñas Goñas, Malluri
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Tarrillo Julca, Ever
Arce Inga, Marielita
Torres Herrera, Pedro Antonio
Tineo Flores, Daniel
Taboada Mitma, Victor Hugo
Cruz Luis, Juancarlos Alejandro
Rojas Briceño, Nilton B.
Atalaya Marin, Nilton
Gómez Fernández, Darwin
Goñas Goñas, Malluri
dc.subject.none.fl_str_mv Agricultural soils
Chromium
Cadmium
Phenological phases
EQSs
EBK
Suelos agrícolas
Cromo
Cadmio
Fases fenológicas
NCA
topic Agricultural soils
Chromium
Cadmium
Phenological phases
EQSs
EBK
Suelos agrícolas
Cromo
Cadmio
Fases fenológicas
NCA
https://purl.org/pe-repo/ocde/ford#4.01.06
Rice; Arroz; Heavy metals; Metal pesado; Soil; Suelo; Geographical distribution; Distribución geográfica; Soil pollution; Polución del suelo
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.01.06
dc.subject.agrovoc.none.fl_str_mv Rice; Arroz; Heavy metals; Metal pesado; Soil; Suelo; Geographical distribution; Distribución geográfica; Soil pollution; Polución del suelo
description The presence of heavy metals in agricultural soils poses a threat to the development of sustainable agriculture and ensuring food security. The objective of this study was to evaluate the geospatial distribution of heavy metals in rice-growing soils within the Amojú River Basin, Jaen, Peru. Ninety-five soil samples were collected randomly, covering four altitudinal ranges, namely, very low (374–450 m above sea level (m a.s.l.)), low (450–571 m a.s.l.), medium (571–701 m a.s.l.) and high altitudes (701–1,034 m a.s.l.), and different agronomic management stages, including four phenological phases (seedling, tillering, filling and ripening) and two agricultural practices (resting and stubble burning). The evaluation was conducted via physicochemical analysis, the single-factor pollution index, and spatial interpolation techniques through the empirical Bayesian kriging (EBK) method. The results indicated that the contents of cadmium (Cd) and chromium (Cr) exceed the limits established in the Environmental Quality Standards (EQSs) for agricultural soils, with maximum Cd and Cr concentrations of 2 and 21 mg kg ⁻¹, respectively, mainly in very low-altitude areas (374–450 m a.s.l.). The single-factor pollution index results indicated slight Cd contamination and intense Cr contamination. Likewise, high levels of arsenic (As), Cd, and Cr were detected in soils managed via stubble burning, reaching 2, 2, and 16 mg kg ⁻¹, respectively. The highest Cr concentrations were located in the northeastern and western parts of the study area, whereas the highest Cd concentrations occurred in the northeastern and southwestern parts. These concentrations may be associated with potential contamination sources, with the use of phosphate fertilizers, water for cultivation, and soil erosion as key contributors. This study highlights the potential risk to rice productivity and crop safety, emphasizing the importance of implementing sustainable agricultural practices and monitoring strategies for heavy metals in soils associated with crops.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-09-01T05:31:21Z
dc.date.available.none.fl_str_mv 2025-09-01T05:31:21Z
dc.date.issued.fl_str_mv 2025-08-21
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.none.fl_str_mv Tarrillo, E., Arce-Inga, M., Torres-Herrera, P.A. et al. Geospatial distribution of heavy metals in rice soils of northwestern Peru. Sci Rep 15, 30692 (2025). https://doi.org/10.1038/s41598-025-16638-6
dc.identifier.issn.none.fl_str_mv 2045-2322
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2842
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1038/s41598-025-16638-6
identifier_str_mv Tarrillo, E., Arce-Inga, M., Torres-Herrera, P.A. et al. Geospatial distribution of heavy metals in rice soils of northwestern Peru. Sci Rep 15, 30692 (2025). https://doi.org/10.1038/s41598-025-16638-6
2045-2322
url http://hdl.handle.net/20.500.12955/2842
https://doi.org/10.1038/s41598-025-16638-6
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv urn:issn:2045-2322
dc.relation.ispartofseries.none.fl_str_mv Scientific Reports
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Nature Portfolio (Springer Nature)
dc.publisher.country.none.fl_str_mv GB
publisher.none.fl_str_mv Nature Portfolio (Springer Nature)
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
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spelling Tarrillo Julca, EverArce Inga, MarielitaTorres Herrera, Pedro AntonioTineo Flores, DanielTaboada Mitma, Victor HugoCruz Luis, Juancarlos AlejandroRojas Briceño, Nilton B.Atalaya Marin, NiltonGómez Fernández, DarwinGoñas Goñas, Malluri2025-09-01T05:31:21Z2025-09-01T05:31:21Z2025-08-21Tarrillo, E., Arce-Inga, M., Torres-Herrera, P.A. et al. Geospatial distribution of heavy metals in rice soils of northwestern Peru. Sci Rep 15, 30692 (2025). https://doi.org/10.1038/s41598-025-16638-62045-2322http://hdl.handle.net/20.500.12955/2842https://doi.org/10.1038/s41598-025-16638-6The presence of heavy metals in agricultural soils poses a threat to the development of sustainable agriculture and ensuring food security. The objective of this study was to evaluate the geospatial distribution of heavy metals in rice-growing soils within the Amojú River Basin, Jaen, Peru. Ninety-five soil samples were collected randomly, covering four altitudinal ranges, namely, very low (374–450 m above sea level (m a.s.l.)), low (450–571 m a.s.l.), medium (571–701 m a.s.l.) and high altitudes (701–1,034 m a.s.l.), and different agronomic management stages, including four phenological phases (seedling, tillering, filling and ripening) and two agricultural practices (resting and stubble burning). The evaluation was conducted via physicochemical analysis, the single-factor pollution index, and spatial interpolation techniques through the empirical Bayesian kriging (EBK) method. The results indicated that the contents of cadmium (Cd) and chromium (Cr) exceed the limits established in the Environmental Quality Standards (EQSs) for agricultural soils, with maximum Cd and Cr concentrations of 2 and 21 mg kg ⁻¹, respectively, mainly in very low-altitude areas (374–450 m a.s.l.). The single-factor pollution index results indicated slight Cd contamination and intense Cr contamination. Likewise, high levels of arsenic (As), Cd, and Cr were detected in soils managed via stubble burning, reaching 2, 2, and 16 mg kg ⁻¹, respectively. The highest Cr concentrations were located in the northeastern and western parts of the study area, whereas the highest Cd concentrations occurred in the northeastern and southwestern parts. These concentrations may be associated with potential contamination sources, with the use of phosphate fertilizers, water for cultivation, and soil erosion as key contributors. This study highlights the potential risk to rice productivity and crop safety, emphasizing the importance of implementing sustainable agricultural practices and monitoring strategies for heavy metals in soils associated with crops.The authors would like to thank the National Institute of Agrarian Innovation (INIA) through the Investment Project with CUI N° 2472675 Mejoramiento de los Servicios de Investigación y Transferencia de Tecnología Agraria en la Estación Experimental Agraria Baños del Inca Baños del Inca, located in the district of Baños del Inca, province of Cajamarca, department of Cajamarca. The authors also extend their gratitude to Jonathan Michael Cruz-Malca, Cristian Culqui Gaslac and Testing Laboratorio de Suelos, Aguas y Foliares – LABSAFapplication/pdfengNature Portfolio (Springer Nature)GBurn:issn:2045-2322Scientific Reportsinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIAAgricultural soilsChromiumCadmiumPhenological phasesEQSsEBKSuelos agrícolasCromoCadmioFases fenológicasNCAhttps://purl.org/pe-repo/ocde/ford#4.01.06Rice; Arroz; Heavy metals; Metal pesado; Soil; Suelo; Geographical distribution; Distribución geográfica; Soil pollution; Polución del sueloGeospatial distribution of heavy metals in rice soils of northwestern Peruinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/073f3285-1ab7-4f19-92b9-6ca2382eda92/downloada1dff3722e05e29dac20fa1a97a12ccfMD51ORIGINALTarrillo_et-al_2025_geospatial_distribution.pdfTarrillo_et-al_2025_geospatial_distribution.pdfapplication/pdf2924154https://repositorio.inia.gob.pe/bitstreams/11b504c7-22f1-40ab-99b0-dec4e57f9831/downloadfeec8627e79ca89031f3a66d9c857a6eMD5120.500.12955/2842oai:repositorio.inia.gob.pe:20.500.12955/28422025-09-01 00:31:22.097http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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