Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models
Sungha Ju, Hyoungjoon Lim, Jong‐Uk Won, Soo‐Hyun Kim, Kyungdo Lee, Shuhe Zhao, Joon Heo
Topics & Concepts
Moderate-resolution imaging spectroradiometerRandom forestSupport vector machineCrop yieldMachine learningArtificial neural networkDecision treeAutoencoderComputer scienceArtificial intelligenceAgricultural engineeringStatisticsMathematicsAgronomySatelliteEngineeringBiologyAerospace engineeringRemote Sensing in AgricultureRemote Sensing and LiDAR ApplicationsSmart Agriculture and AI