crossrefRemote Sensing2024-08-22Cited by 5
Enhancing Extreme Precipitation Forecasts through Machine Learning Quality Control of Precipitable Water Data from Satellite FengYun-2E: A Comparative Study of Minimum Covariance Determinant and Isolation Forest Methods
Wenqi Shen, Siqi Chen, Jianjun Xu, Yu Zhang, Xudong Liang, Yong Zhang
Variational data assimilation theoretically assumes Gaussian-distributed observational errors, yet actual data often deviate from this assumption. Traditional quality control methods have limitations when dealing with nonlinear and non-Gaussian-distributed data. To address this i…