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Machine-learning-based reconstruction of long-term global terrestrial water storage anomalies from observed, satellite and land-surface model data

Submitted by LisaN on
Publication Year
Authors
Mandal, N., P. Das, and K. Chanda
Journal
Earth System Science Data
Volume
17(6)
Page Numbers
2575–2604
DOI
10.5194/essd-17-2575-2025
Mission Affiliation
GPM
Major Category
GPM

GLEAM4: global land evaporation and soil moisture dataset at 0.1° resolution from 1980 to near present

Submitted by LisaN on
Publication Year
Authors
Miralles, D. G., O. Bonte, A. Koppa, O. M. Baez-Villanueva, E. Tronquo, F. Zhong, H. E. Beck, P. Hulsman, W. Dorigo, N. E. C. Verhoest, and S. Haghdoost
Journal
Scientific Data
Volume
12
Page Numbers
416
DOI
10.1038/s41597-025-04610-y
Mission Affiliation
GPM
Major Category
GPM

Disaggregating IMERG satellite precipitation over Czech Republic: an innovative approach using hybrid Extreme Gradient Boosting based on Fuzzy Spatial-Temporal Multivariate Clustering

Submitted by LisaN on
Publication Year
Authors
Singh, U., S. Nasreen, G. Tripathi, P. Mehrishi, R. K. Pradhan, P. Bestakova, V. V. Singh, K. C. Gouda, L. K. Sharma, K. Jalem, P. Maca, R. R. Nidamanuri, A. S. Raghubanshi, Y. Markonis, R. Oldřich, and M. Hanel
Journal
Journal of Big Data
Volume
12
Page Numbers
151
DOI
10.1186/s40537-025-01208-4
Mission Affiliation
GPM
Major Category
GPM
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