An explainable machine learning approach (SHAP) to assessing desertification risk and its drivers in the Ring-Tarim Basin, 1990–2020
Lei Xi, Qi Zhao, Yiming Feng, Xiaoming Cao, Jiaxiu Zou, Jie Han
Topics & Concepts
DesertificationAridEnvironmental resource managementVegetation (pathology)Land useSustainable developmentEcosystem servicesDriving factorsLand coverGeographyStructural basinIdentification (biology)Environmental scienceEcosystemCentroidRisk managementComputer sciencePredictive modellingEnvironmental planningArtificial intelligenceStrengths and weaknessesWater resource managementRisk assessmentPhysical geographyLand degradationCartographyRemote Sensing in AgricultureLand Use and Ecosystem ServicesSoil erosion and sediment transport