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Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms

Nguyễn Thanh Sơn, Chi-Farn Chen, Youg-Sin Cheng, Piero Toscano, Cheng-Ru Chen, Shu‐Ling Chen, Kuo‐Hsin Tseng, Chien-Hui Syu, Horng-Yuh Guo, Yiting Zhang

2022Ecological Informatics62 citationsDOI

Topics & Concepts

Support vector machineMean absolute percentage errorRandom forestMachine learningYield (engineering)Artificial intelligenceStatisticsCrop yieldMathematicsCropMean squared errorComputer scienceAgronomyMetallurgyBiologyMaterials scienceRemote Sensing in AgricultureSmart Agriculture and AILeaf Properties and Growth Measurement
Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms | Litcius