Do ERA5 and ERA5-land precipitation estimates outperform satellite-based precipitation products? A comprehensive comparison between state-of-the-art model-based and satellite-based precipitation products over mainland China

Publication Year

Tue, 02/01/2022

Authors

Xu, J., Z. Ma, S. Yan, and J. Peng

Journal

J. Hydrology

Volume

605

Page Numbers

127353

DOI

10.1016/j.jhydrol.2021.127353

Mission Affiliation

GPM

Major Category

GPM

• Read more about Do ERA5 and ERA5-land precipitation estimates outperform satellite-based precipitation products? A comprehensive comparison between state-of-the-art model-based and satellite-based precipitation products over mainland China

Spatiotemporal estimation of 6-hour high-resolution precipitation across China based on Himawari-8 using a stacking ensemble machine learning model

Publication Year

Wed, 06/01/2022

Authors

Zhou, S., Y. Wang, Q. Yuan, L. Yue, and L. Zhang

Journal

J. Hydrology

Volume

609

Page Numbers

127718

DOI

10.1016/j.jhydrol.2022.127718

Mission Affiliation

GPM

Major Category

GPM

• Read more about Spatiotemporal estimation of 6-hour high-resolution precipitation across China based on Himawari-8 using a stacking ensemble machine learning model

A deep neural network based SMAP soil moisture product

Publication Year

Mon, 08/01/2022

Authors

Gao, L., Q. Gao, H. Zhang, X. Li, M. J. Chaubell, A. Ebtehaj, L. Shen, and J.-P. Wigneron

Journal

Remote Sensing of Environment

Volume

277

Page Numbers

113059

DOI

10.1016/j.rse.2022.113059

Mission Affiliation

GPM

Major Category

GPM

• Read more about A deep neural network based SMAP soil moisture product

Cascaded Downscaling–Calibration Networks for Satellite Precipitation Estimation

Publication Year

Wed, 10/12/2022

Authors

Jing, Y., L. Lin, X. Li, T. Li, and H. Shen

Journal

IEEE Geoscience and Remote Sensing Letters

Volume

19

Page Numbers

1-5

DOI

10.1109/LGRS.2022.3214083

Mission Affiliation

GPM

Major Category

GPM

• Read more about Cascaded Downscaling–Calibration Networks for Satellite Precipitation Estimation

Spatiotemporal variation of snow cover and its relationship with temperature and precipitation in the Yarlung Tsangpo-Brahmaputra River Basin

Publication Year

Tue, 06/14/2022

Authors

Guo, R.-Y., X. Ji, C.-Y. Liu, C. Liu, W. Jiang, and L.-Y. Yang

Journal

J. Mountain Science

Volume

19(7)

Page Numbers

1901–1918

DOI

10.1007/s11629-021-7096-5

Mission Affiliation

GPM

Major Category

GPM

• Read more about Spatiotemporal variation of snow cover and its relationship with temperature and precipitation in the Yarlung Tsangpo-Brahmaputra River Basin

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