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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
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