A low-cost approach for soil moisture prediction using multi-sensor data and machine learning algorithm
Thu Thủy Nguyễn, Huu Hao Ngo, Wenshan Guo, Soon Woong Chang, Dinh Duc Nguyen, Chi Trung Nguyen, Jian Zhang, Shuang Liang, Xuan‐Thanh Bui, Ngoc Bich Hoang
Topics & Concepts
Synthetic aperture radarDigital elevation modelRemote sensingSupport vector machineRandom forestEnvironmental scienceTopographic Wetness IndexWater contentMultispectral imageMean squared errorGradient boostingMachine learningComputer scienceArtificial intelligenceAlgorithmMathematicsGeographyGeologyStatisticsGeotechnical engineeringSoil Moisture and Remote SensingSoil erosion and sediment transportLandslides and related hazards