Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru
Descripción del Articulo
Generating agricultural suitability analyses that are objective, consistent, and accessible through digital platforms remains a technical and methodological challenge, creating an information gap for certain stakeholders. To address this issue, we assessed the territorial suitability of the Cajamarc...
| 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:20.500.12955/2965 |
| Enlace del recurso: | http://hdl.handle.net/20.500.12955/2965 https://doi.org/10.1016/j.ecoinf.2025.103440 |
| Nivel de acceso: | acceso abierto |
| Materia: | Territorial zoning Land suitability Analytical hierarchy Remote sensing Google earth engine Cajamarca Zonificación territorial Aptitud del suelo Jerarquía analítica Teledetección Motor de Google Earth https://purl.org/pe-repo/ocde/ford#4.01.06 Café; Coffee; Theobroma cacao; Perú; Peru; Agricultura sostenible; Sustainable agricultura; Sistema de información geográfica; GIS |
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| dc.title.none.fl_str_mv |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| title |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| spellingShingle |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru Gómez Fernández, Darwin Territorial zoning Land suitability Analytical hierarchy Remote sensing Google earth engine Cajamarca Zonificación territorial Aptitud del suelo Jerarquía analítica Teledetección Motor de Google Earth https://purl.org/pe-repo/ocde/ford#4.01.06 Café; Coffee; Theobroma cacao; Perú; Peru; Agricultura sostenible; Sustainable agricultura; Sistema de información geográfica; GIS |
| title_short |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| title_full |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| title_fullStr |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| title_full_unstemmed |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| title_sort |
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru |
| author |
Gómez Fernández, Darwin |
| author_facet |
Gómez Fernández, Darwin Atalaya Marin, Nilton Arce Inga, Marielita Tineo Flores, Daniel Fernandez Jibaja, Jorge Antonio Taboada Mitma, Víctor Hugo Cabrera Hoyos, Héctor Antonio Cruz Luis, Juancarlos Alejandro Goñas Goñas, Malluri |
| author_role |
author |
| author2 |
Atalaya Marin, Nilton Arce Inga, Marielita Tineo Flores, Daniel Fernandez Jibaja, Jorge Antonio Taboada Mitma, Víctor Hugo Cabrera Hoyos, Héctor Antonio Cruz Luis, Juancarlos Alejandro Goñas Goñas, Malluri |
| author2_role |
author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Gómez Fernández, Darwin Atalaya Marin, Nilton Arce Inga, Marielita Tineo Flores, Daniel Fernandez Jibaja, Jorge Antonio Taboada Mitma, Víctor Hugo Cabrera Hoyos, Héctor Antonio Cruz Luis, Juancarlos Alejandro Goñas Goñas, Malluri |
| dc.subject.none.fl_str_mv |
Territorial zoning Land suitability Analytical hierarchy Remote sensing Google earth engine Cajamarca Zonificación territorial Aptitud del suelo Jerarquía analítica Teledetección Motor de Google Earth |
| topic |
Territorial zoning Land suitability Analytical hierarchy Remote sensing Google earth engine Cajamarca Zonificación territorial Aptitud del suelo Jerarquía analítica Teledetección Motor de Google Earth https://purl.org/pe-repo/ocde/ford#4.01.06 Café; Coffee; Theobroma cacao; Perú; Peru; Agricultura sostenible; Sustainable agricultura; Sistema de información geográfica; GIS |
| dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#4.01.06 |
| dc.subject.agrovoc.none.fl_str_mv |
Café; Coffee; Theobroma cacao; Perú; Peru; Agricultura sostenible; Sustainable agricultura; Sistema de información geográfica; GIS |
| description |
Generating agricultural suitability analyses that are objective, consistent, and accessible through digital platforms remains a technical and methodological challenge, creating an information gap for certain stakeholders. To address this issue, we assessed the territorial suitability of the Cajamarca region for coffee and cocoa cultivation using 18 subcriteria grouped into climatic, edaphological, topographic, and socioeconomic categories. To reduce subjectivity and improve consistency in variable comparisons, we applied multicriteria evaluation techniques, including the analytical hierarchy process (AHP) and Shannon entropy method. On the basis of the resulting weights, suitability models were generated using two approaches: one based on threshold reclassification and another using continuous suitability functions. Both approaches were validated using 3886 presence points for coffee and 671 for cocoa. The continuous approach demonstrated a greater ability to capture internal variability and spatial transitions, with greater dispersion and significant differences between classes. The most influential subcriteria for coffee were annual mean temperature, soil texture, elevation, and land use/land cover (LULC); for cocoa, they were annual mean temperature, soil pH, elevation, and LULC. In key districts, up to 59.8 % of the territory was classified as highly suitable, highlighting localized production potential. Finally, the results were integrated into the Suitability Watch Cajamarca application, developed in the Google Earth Engine, enabling interactive inspection of spatial suitability. This tool aims to support evidence-based agricultural planning and is intended for national scaling to other strategic crops. |
| publishDate |
2025 |
| dc.date.accessioned.none.fl_str_mv |
2025-12-30T18:16:09Z |
| dc.date.available.none.fl_str_mv |
2025-12-30T18:16:09Z |
| dc.date.issued.fl_str_mv |
2025-09-25 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.citation.none.fl_str_mv |
Gómez Fernández, D., Atalaya Marin, N., Arce Inga, M., Tineo, D., Fernandez Jibaja, J. A., Taboada Mitma, V. H., Cabrera Hoyos, H., Cruz Luis, J., & Goñas Goñas, M. (2025). Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru. Ecological Informatics, 92, 103440. https://doi.org/10.1016/j.ecoinf.2025.103440 |
| dc.identifier.issn.none.fl_str_mv |
1574-9541 |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12955/2965 |
| dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1016/j.ecoinf.2025.103440 |
| identifier_str_mv |
Gómez Fernández, D., Atalaya Marin, N., Arce Inga, M., Tineo, D., Fernandez Jibaja, J. A., Taboada Mitma, V. H., Cabrera Hoyos, H., Cruz Luis, J., & Goñas Goñas, M. (2025). Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru. Ecological Informatics, 92, 103440. https://doi.org/10.1016/j.ecoinf.2025.103440 1574-9541 |
| url |
http://hdl.handle.net/20.500.12955/2965 https://doi.org/10.1016/j.ecoinf.2025.103440 |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
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urn:issn:1574-9541 |
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Ecological Informatics |
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info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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https://creativecommons.org/licenses/by-nc-nd/4.0/ |
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application/pdf |
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Elsevier B.V. |
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PE |
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Elsevier B.V. |
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INIA |
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INIA |
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Repositorio Institucional - INIA |
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Gómez Fernández, DarwinAtalaya Marin, NiltonArce Inga, MarielitaTineo Flores, DanielFernandez Jibaja, Jorge AntonioTaboada Mitma, Víctor HugoCabrera Hoyos, Héctor AntonioCruz Luis, Juancarlos AlejandroGoñas Goñas, Malluri2025-12-30T18:16:09Z2025-12-30T18:16:09Z2025-09-25Gómez Fernández, D., Atalaya Marin, N., Arce Inga, M., Tineo, D., Fernandez Jibaja, J. A., Taboada Mitma, V. H., Cabrera Hoyos, H., Cruz Luis, J., & Goñas Goñas, M. (2025). Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru. Ecological Informatics, 92, 103440. https://doi.org/10.1016/j.ecoinf.2025.1034401574-9541http://hdl.handle.net/20.500.12955/2965https://doi.org/10.1016/j.ecoinf.2025.103440Generating agricultural suitability analyses that are objective, consistent, and accessible through digital platforms remains a technical and methodological challenge, creating an information gap for certain stakeholders. To address this issue, we assessed the territorial suitability of the Cajamarca region for coffee and cocoa cultivation using 18 subcriteria grouped into climatic, edaphological, topographic, and socioeconomic categories. To reduce subjectivity and improve consistency in variable comparisons, we applied multicriteria evaluation techniques, including the analytical hierarchy process (AHP) and Shannon entropy method. On the basis of the resulting weights, suitability models were generated using two approaches: one based on threshold reclassification and another using continuous suitability functions. Both approaches were validated using 3886 presence points for coffee and 671 for cocoa. The continuous approach demonstrated a greater ability to capture internal variability and spatial transitions, with greater dispersion and significant differences between classes. The most influential subcriteria for coffee were annual mean temperature, soil texture, elevation, and land use/land cover (LULC); for cocoa, they were annual mean temperature, soil pH, elevation, and LULC. In key districts, up to 59.8 % of the territory was classified as highly suitable, highlighting localized production potential. Finally, the results were integrated into the Suitability Watch Cajamarca application, developed in the Google Earth Engine, enabling interactive inspection of spatial suitability. This tool aims to support evidence-based agricultural planning and is intended for national scaling to other strategic crops.This research was financed by the Instituto Nacional de Innovación Agraria (INIA) through the Investment Project with CUI N° 2472675 titled: "Mejoramiento de los servicios de investigación y transferencia de tecnología agraria en la estación agraria experimental Baños del Inca en la localidad de Baños del Inca del distrito de Baños del Inca – provincia de Cajamarca - departamento de Cajamarca."application/pdfengElsevier B.V.PEurn:issn:1574-9541Ecological Informaticsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIATerritorial zoningLand suitabilityAnalytical hierarchyRemote sensingGoogle earth engineCajamarcaZonificación territorialAptitud del sueloJerarquía analíticaTeledetecciónMotor de Google Earthhttps://purl.org/pe-repo/ocde/ford#4.01.06Café; Coffee; Theobroma cacao; Perú; Peru; Agricultura sostenible; Sustainable agricultura; Sistema de información geográfica; GISTerritorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peruinfo:eu-repo/semantics/articleORIGINALGomez_et-al_2025_territorial zoning_sustainable_cajamarca.pdfGomez_et-al_2025_territorial zoning_sustainable_cajamarca.pdfapplication/pdf32272441https://repositorio.inia.gob.pe/bitstreams/69b4d5b0-6099-49ab-bb60-cde9aba9e5f2/download0541ed0c0a83fe46fa17a961ab6f48f0MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/a11e3cc4-e825-4ffc-b4c7-5318cf5500ab/downloada1dff3722e05e29dac20fa1a97a12ccfMD5220.500.12955/2965oai:repositorio.inia.gob.pe:20.500.12955/29652025-12-30 13:16:09.186https://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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 |
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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).