Land suitability modeling integrating geospatial data and artificial intelligence

Huezer Viganô Sperandio, Marcelino Santos de Morais, Luciano Cavalcante de Jesus França, Danielle Piuzana Mucida, Reynaldo Campos Santana, Ricardo Siqueira da Silva, Cristiano Reis Rodrigues, Bruno Lopes de Faria, Maria Luiza de Azevedo and Eric Bastos Gorgens

Agricultural Systems, 2025, vol. 223, issue C

Abstract: Sustainable agricultural practices are critical in a world grappling with climate change and pressure on natural resources. Unplanned agricultural expansion often harms ecosystems and the services they provide. Balancing food production with environmental protection demands sophisticated tools like spatial analysis and artificial intelligence to inform land-use decisions.

Keywords: Landscape management; Agroforestry; Random Forest; Environmental sustainability (search for similar items in EconPapers)
Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:eee:agisys:v:223:y:2025:i:c:s0308521x24003470

DOI: 10.1016/j.agsy.2024.104197

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