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Phenology-based classification of crop species and rotation types using fused MODIS and Landsat data: The comparison of a random-forest-based model and a decision-rule-based model

Ruiyuan Li, Miaoqing Xu, Ziyue Chen, Bingbo Gao, Jun Cai, Feixue Shen, Xianglin He, Yan Zhuang, Danlu Chen

2020Soil and Tillage Research74 citationsDOI

Topics & Concepts

Random forestRemote sensingNormalized Difference Vegetation IndexDecision treeCrop rotationEnvironmental scienceCroppingSensor fusionComputer scienceAgricultureClimate changeData miningGeographyEcologyMachine learningBiologyArchaeologyRemote Sensing in AgricultureLand Use and Ecosystem ServicesRemote Sensing and Land Use
Phenology-based classification of crop species and rotation types using fused MODIS and Landsat data: The comparison of a random-forest-based model and a decision-rule-based model | Litcius