{"id":5372,"date":"2026-09-22T18:51:16","date_gmt":"2026-09-22T18:51:16","guid":{"rendered":"https:\/\/catlec.cl\/?p=5372"},"modified":"2026-09-22T18:54:48","modified_gmt":"2026-09-22T18:54:48","slug":"orthogonal-delineation-of-site-specific-management-zones-using-soil-data-a-multi-property-optimization-approach","status":"publish","type":"post","link":"https:\/\/catlec.cl\/en-us\/orthogonal-delineation-of-site-specific-management-zones-using-soil-data-a-multi-property-optimization-approach\/","title":{"rendered":"Orthogonal delineation of site-specific management zones using soil data: A multi-property optimization approach"},"content":{"rendered":"\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Fecha:<\/strong>\u00a011\/09\/2026<br><strong>Autores:<\/strong>\u00a0Salvador J. Vicencio-Medina <sup>a<\/sup>, Armin L\u00fcer-Villagra <sup>b<\/sup><sup>c<\/sup>, Gonzalo M\u00e9ndez-Vogel <sup>b<\/sup><sup>c<\/sup><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><sup>a<\/sup>Transportation and Logistics Center, Universidad Andres Bello, Autop. Concepci\u00f3n &#8211; Talcahuano 7100, Talcahuano, Chile<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><sup>b<\/sup>Department of Engineering Sciences, Universidad Andres Bello, Autop. Concepci\u00f3n &#8211; Talcahuano 7100, Talcahuano, Chile<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><sup>c<\/sup><a href=\"https:\/\/catlec.cl\" data-type=\"link\" data-id=\"catlec.cl\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Center for Advanced Transportation, Logistics, and Economic Competitiveness (CATLEC), Chile<\/mark><\/a><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Revista cient\u00edfica \/ editorial:<\/strong> <a href=\"https:\/\/www.sciencedirect.com\/journal\/computers-and-electronics-in-agriculture\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Computers and Electronics in Agriculture<\/mark><\/a><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Abstract o breve resumen:<\/strong> Las zonas de gesti\u00f3n espec\u00edficas para cada emplazamiento constituyen un componente clave de la agricultura de precisi\u00f3n, ya que permiten dividir los campos agr\u00edcolas en subregiones homog\u00e9neas en funci\u00f3n del suelo y de los factores que limitan el rendimiento. Sin embargo, la mayor\u00eda de los enfoques existentes se basan principalmente en t\u00e9cnicas estad\u00edsticas de agrupamiento y, a menudo, descuidan la forma geom\u00e9trica de las zonas y su interpretabilidad cuando se tienen en cuenta simult\u00e1neamente m\u00faltiples propiedades del suelo. En este trabajo, proponemos un enfoque para el problema de las zonas de gesti\u00f3n espec\u00edficas del emplazamiento que incorpora expl\u00edcitamente restricciones relativas a la forma de las zonas, lo que facilita su aplicaci\u00f3n pr\u00e1ctica tanto con maquinaria agr\u00edcola convencional como avanzada. A diferencia de los m\u00e9todos tradicionales, el enfoque propuesto tiene en cuenta simult\u00e1neamente m\u00faltiples propiedades del suelo al tiempo que preserva la interpretabilidad, evitando la necesidad de recurrir a t\u00e9cnicas de reducci\u00f3n de dimensionalidad. El m\u00e9todo se basa en un algoritmo de distribuci\u00f3n marginal univariante y tiene como objetivo minimizar el n\u00famero de zonas de gesti\u00f3n, al tiempo que garantiza la homogeneidad mediante un criterio de varianza relativa. El enfoque se eval\u00faa utilizando un conjunto de datos de referencia ampliamente utilizado en la bibliograf\u00eda especializada. Los resultados computacionales muestran que el m\u00e9todo produce soluciones de alta calidad para m\u00faltiples propiedades del suelo con un bajo esfuerzo computacional. El enfoque propuesto tambi\u00e9n se compara con m\u00e9todos de vanguardia, lo que demuestra las ventajas de tener en cuenta simult\u00e1neamente m\u00faltiples propiedades del suelo al tiempo que se preserva la interpretabilidad de las zonas de gesti\u00f3n resultantes. Adem\u00e1s, un ejemplo ilustrativo muestra c\u00f3mo las zonas de gesti\u00f3n delimitadas pueden traducirse en mapas de prescripci\u00f3n para apoyar la toma de decisiones agr\u00edcolas espec\u00edficas para cada emplazamiento. La simplicidad, la interpretabilidad y la aplicabilidad pr\u00e1ctica del enfoque propuesto lo hacen adecuado para una amplia gama de contextos socioecon\u00f3micos.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Enlace al documento o DOI:<\/strong> <a href=\"https:\/\/doi.org\/10.1016\/j.compag.2026.112399\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">https:\/\/doi.org\/10.1016\/j.compag.2026.112399<\/mark><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fecha:\u00a011\/09\/2026Autores:\u00a0Salvador J. Vicencio-Medina a, Armin L\u00fcer-Villagra bc, Gonzalo M\u00e9ndez-Vogel bc aTransportation and Logistics Center, Universidad Andres Bello, Autop. Concepci\u00f3n &#8211;<\/p>\n","protected":false},"author":4,"featured_media":5377,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[87,50],"tags":[129,144,145],"class_list":["post-5372","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articulos-cientificos","category-publicaciones","tag-armin-luer","tag-gonzalo-mendez-vogel","tag-mejor-logistica-alimentaria"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Orthogonal delineation of site-specific management zones using soil data: A multi-property optimization approach - CATLEC<\/title>\n<meta name=\"description\" content=\"Estudio propone un m\u00e9todo de optimizaci\u00f3n para delimitar zonas de manejo en agricultura usando m\u00faltiples propiedades del suelo.\" \/>\n<meta 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