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A Micro-Scale Approach for Cropland Suitability Assessment of Permanent Crops Using Machine Learning and a Low-Cost UAV

This study presents a micro-scale approach for the cropland suitability assessment of permanent crops based on a low-cost unmanned aerial vehicle (UAV) equipped with a commercially available RGB sensor. The study area was divided into two subsets, with subsets A and B containing tangerine plantation...

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Principais autores: Dorijan Radočaj, Ante Šiljeg, Ivan Plaščak, Ivan Marić, Mladen Jurišić
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-01-01
coleção:Agronomy
Assuntos:
unmanned aerial vehicle
tangerine plantation
vegetation index
FAO land suitability
artificial neural network
open-source GIS software
Acesso em linha:https://www.mdpi.com/2073-4395/13/2/362
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