A causal-inference model based on Random Forest to identify the effect of soil moisture on precipitation

Lu Li,Wei Shangguan,Yi Deng,Jiafu Mao,Jinjing Pan,Nan Wei,Hua Yuan,Shupeng Zhang,Yonggen Zhang,Yongjiu Dai

A causal-inference model based on Random Forest to identify the effect of soil moisture on precipitation

2020

Lu Li
Wei Shangguan
Yi Deng
Jiafu Mao
Jinjing Pan
Nan Wei
Hua Yuan
Shupeng Zhang
Yonggen Zhang
Yongjiu Dai

AbstractSoil moisture influences precipitation mainly through its impact on land-atmosphere interactions. Understanding and correctly modeling soil moisture-precipitation (SM-P) coupling is crucial...

Keywords:

Geology
Precipitation
Random forest
Water content
Moisture
Atmospheric sciences
Causal inference
Climatology
effect of
Hydrometeorology

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