Synergistic drivers and threshold effects of vapor pressure deficit in China: An integrated framework of causal inference and machine learning
Yang Han, Peng Zhou, Qingzhou Lv, Ruihao Cui, Lingtong Meng
Topics & Concepts
Causal inferenceClimatologyPrecipitationEnvironmental scienceInferenceAtmospheric sciencesScale (ratio)Linear regressionVapour Pressure DeficitRelative humidityNonlinear systemRegressionSpatial ecologyMeteorologyEconometricsComputer scienceLimitingTemperate climateHumidityAtmospheric temperatureWater vaporGeneralized additive modelRedundancy (engineering)Spatial variabilityLagRobustness (evolution)LidarArtificial intelligenceClimate variability and modelsHydrology and Drought AnalysisPlant Water Relations and Carbon Dynamics