Monthly gap-filled CCI soil moisture over region of China (Combined Product)

Name: Monthly gap-filled CCI soil moisture over region of China (Combined Product)
Creator: College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing 100083, China; Zhiyu Zhao
Published: 2023-03-28T00:00:00+08:00

科学数据银行2023-04-03 更新2026-04-23 收录

土壤湿度遥感

气象站监测

数据链接：

https://www.scidb.cn/detail?dataSetId=434a6fad0daa4c32a7396dc7db575fc8 数据链接链接失效反馈

官方服务：

资源简介：

This dataset includes the monthly gap-filled CCI combined soil moisture from 1982 to 2020, the spatial resolution is 0.25°. The product is generated by XGBoost and the used covariates of soil moisture include precipitation, albedo, surface temperature, air temperature and soil moisture from CMA-RA/Land reanalysis data; NDVI from GIMMS and MODIS; GTOPO30 DEM; soil texture from HWSD; and temporal information. The overall correlation coefficient R and root-mean-square error (RMSE) compared the 5cm-depth observations from ISMN (192 sites) is 0.554 and 0.0977 cm3cm-3 which is slightly better than the original CCI data.

提供机构：

College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing 100083, China; Zhiyu Zhao

创建时间：

2023-03-28