我们提出了一种基于双机器学习的降水融合方法,取得了较好的效果。
算法地址:https://github.com/zhanglingky/MLPrecMerg
文章地址: https://doi.org/10.1016/j.jhydrol.2021.125969
Abstract: This study proposed a novel double machine learning (DML) approach to merge multiple satellite-based precipitation products (SPPs) and gauge observations, and tested its reliability and validity over the Chinese mainland. The DML approach was mainly developed based on the classification model of random forest (RF) in combination with the regressi[……]