High-resolution urban LST downscaling via machine learning and SHAP: A case study in a rapidly urbanizing semi-arid region
Amir Tahooni, A.A. Kakroodi, Majid Kiavarz, Hossein Mansourian
Topics & Concepts
DownscalingMachine learningEnvironmental scienceSupport vector machineUrban heat islandGradient boostingMeteorologyArtificial intelligenceGlobal warmingComputer scienceClimatologyHyperparameterRegressionData assimilationRegression analysisLinear regressionRandom forestFeature (linguistics)Climate changeMean squared errorBoosting (machine learning)Hyperparameter optimizationRemote sensingUrban climateClimate modelNormalized Difference Vegetation IndexAtmospheric sciencesCross-validationUrban Heat Island MitigationRemote Sensing and Land UseLand Use and Ecosystem Services