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Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms

Jiaxin Qian, Yang Jie, Sun Weidong, Zhao Lingli, Lei Shi, Dang Chaoya

2024Computers and Electronics in Agriculture18 citationsDOI

Topics & Concepts

Robustness (evolution)AlgorithmComputer scienceSurface roughnessSupport vector machineMachine learningArtificial neural networkArtificial intelligenceRemote sensingMathematicsGeographyQuantum mechanicsGenePhysicsChemistryBiochemistrySoil Moisture and Remote SensingPrecipitation Measurement and AnalysisCryospheric studies and observations
Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms | Litcius