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Content which is affiliated solely with the Global Precipitation Measurement Mission.

Ensemble learning for uncertainty estimation with application to the correction of satellite precipitation products

Submitted by LisaN on
Publication Year
Authors
Papacharalampous, G., H. Tyralis, N. Doulamis, and A. Doulamis
Journal
Machine Learning Earth
Volume
1(1)
Page Numbers
015004
DOI
10.1088/3049-4753/add93b
Mission Affiliation
GPM
Major Category
GPM

GIRAFE v1: a global climate data record for precipitation accompanied by a daily sampling uncertainty

Submitted by LisaN on
Publication Year
Authors
Konrad, H., R. Roca, A. Niedorf, S. Finkensieper, M. Schröder, S. Cloché, G. Panegrossi, P. Sanò, C. Kidd, R. A. J. Oliveira, K. Fennig, T. Sikorski, M. Lemoine, and R. Hollmann
Journal
Earth System Science Data
Volume
17(8)
Page Numbers
4097–4124
DOI
10.5194/essd-17-4097-2025
Mission Affiliation
GPM
Major Category
GPM

Winter precipitation measurements in New England: results from the Global Precipitation Measurement Ground Validation campaign in Connecticut

Submitted by LisaN on
Publication Year
Authors
Filipiak, B. C., David B. Wolff, Aaron Spaulding, A. Tokay, C. N. Helms, A. M. Loftus, A. V. Chibisov, C. Schirtzinger, M. J. Boulanger, C. S. Pabla, L. Bliven, E. Y. Kim, F. Junyent, V. Chandrasekar, H. Thant, B. M. Notaros, G. B. H. de Azevedo, and D. Cerrai
Journal
Earth System Science Data
Volume
17(11)
Page Numbers
5783–5810
DOI
10.5194/essd-17-5783-2025
Mission Affiliation
GPM
Major Category
GPM

Comprehending the Synergistic Roles of Cloud Properties and Dynamics on Extreme Rainfall Events During the Indian Summer Monsoon of 2019

Submitted by LisaN on
Publication Year
Authors
Arya, V. B., M. Bhowmik, A. Hazra, S. A. Rao, D. Jain, R. K. S. Maurya, and V. G. Kiran
Journal
Int'l J. Climatol.
Volume
45(13)
Page Numbers
e70044
DOI
10.1002/joc.70044
Mission Affiliation
GPM
Major Category
GPM

Coupled tropospheric and stratospheric dynamics of Kelvin waves over West Sumatra and its implications for precipitation variability in the Maritime Continent

Submitted by LisaN on
Publication Year
Authors
Szkolka, W., D. B. Baranowski, M. K. Flatau, P. J. Flatau, Marzuki, T. Shimomai, and H. Hashiguchi
Journal
Climate Dynamics
Volume
63(10)
Page Numbers
397
DOI
10.1007/s00382-025-07898-z
Mission Affiliation
GPM
Major Category
GPM

A derecho climatology (2004–2021) in the United States based on machine learning identification of bow echoes

Submitted by LisaN on
Publication Year
Authors
Li, J., A. Geiss, Z. Feng, L. R. Leung, Y. Qian, and W. Cui
Journal
Earth System Science Data
Volume
17(8)
Page Numbers
3721–3740
DOI
10.5194/essd-17-3721-2025
Mission Affiliation
GPM
Major Category
GPM

Large-scale to local factors influencing Sumatra squalls affecting Singapore

Submitted by LisaN on
Publication Year
Authors
Nguyen, H., M. E. Hassim, J. Y. Huan, X. R. Chua, C. Chen, M. C. Wheeler, B. F. Murphy, S. Sahany, A. F. Moise, and S. C. Peatman
Journal
Climate Dynamics
Volume
63(286)
Page Numbers
286
DOI
10.1007/s00382-025-07766-w
Mission Affiliation
GPM
Major Category
GPM

From short to long-term horizons: Comparative assessment of Machine Learning and Deep Learning for river stage prediction with spatial transferability analysis

Submitted by LisaN on
Publication Year
Authors
Islam, Md T., Md. A. Al-Sufi Ridoy, N. Jahan, S. C. Roy, A. K. M. Adham
Journal
Results in Engineering
Volume
28
Page Numbers
108194
DOI
10.1016/j.rineng.2025.108194
Mission Affiliation
GPM
Major Category
GPM

Enhanced Hourly Precipitation Estimation Using a Geographically Constrained Multi-Source Fusion Network With Cross Attention

Submitted by LisaN on
Publication Year
Authors
Jing, Y., X. Li, X. Xu, L. Lin, Z. Liu, X.n She, and Y. Li
Journal
Water Resources Research
Volume
61(8)
Page Numbers
e2025WR040011
DOI
10.1029/2025WR040011
Mission Affiliation
GPM
Major Category
GPM
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