Saline soil moisture mapping using Sentinel-1A synthetic aperture radar data and machine learning algorithms in humid region of China's east coast
Jianjun Wang, Fei Wu, Jiali Shang, Qi Quan Zhou, Irshad Ahmad, Guisheng Zhou
Topics & Concepts
Synthetic aperture radarRandom forestCoefficient of determinationRemote sensingMean squared errorSupport vector machineEnvironmental scienceLinear regressionSoil salinityBackscatter (email)Sampling (signal processing)Feature (linguistics)Water contentRegressionMultivariate statisticsVegetation (pathology)Soil scienceMachine learningMathematicsComputer scienceGeologyStatisticsSoil waterPhilosophyWirelessLinguisticsTelecommunicationsGeotechnical engineeringMedicineComputer visionPathologyFilter (signal processing)Soil Moisture and Remote SensingLandslides and related hazardsSoil and Unsaturated Flow