GPM

GPM content

Constraining the multiscale structure of geophysical fields in machine-learning: the case of precipitation

Submitted by LisaN on
Publication Year
Authors
Guilloteau, C., P. V.V. Le, and E. Foufoula-Georgiou
Journal
Geoscience and Remote Sensing Letters
Volume
20
Page Numbers
7503405
DOI
10.1109/LGRS.2023.3284278
Mission Affiliation
Major Category

How Well Do Multisatellite Products Capture the Space–Time Dynamics of Precipitation? Part II: Building an Error Model through Spectral System Identification

Submitted by LisaN on
Publication Year
Authors
Guilloteau, C., E. Foufoula-Georgiou, P. Kirstetter, J. Tan, and G. J. Huffman
Journal
J. Hydrometeorology
Volume
23
Page Numbers
1383–1399
DOI
10.1175/JHM-D-22-0041.1
Mission Affiliation
Major Category

A Simple Model for Tropical Convective Cloud Shield Area Growth and Decay Rates Informed by Geostationary IR, GPM, and Aqua/AIRS Satellite Data

Submitted by LisaN on
Publication Year
Authors
Elsaesser, G. S., R. Roca, T. Fiolleau, A. D. Del Genio, and J. Wu
Journal
JGR Atmospheres
Volume
127(10)
Page Numbers
e2021JD035599
DOI
10.1029/2021JD035599
Mission Affiliation
Major Category

How well do satellite and reanalysis precipitation products capture North American monsoon season in Arizona and New Mexico?

Submitted by LisaN on
Publication Year
Authors
Ehsani, M. R., S. Heflin, C. B. Risanto, and A. Behrangi
Journal
Weather and Climate Extremes (Science Direct)
Volume
38
Page Numbers
100521
DOI
10.1016/j.wace.2022.100521
Mission Affiliation
Major Category

NowCasting-Nets: Representation Learning to Mitigate Latency Gap of Satellite Precipitation Products Using Convolutional and Recurrent Neural Networks

Submitted by LisaN on
Publication Year
Authors
Ehsani, M. R., A. Zarei, H. V. Gupta, K. Barnard, E. Lyons, and A. Behrangi
Journal
IEEE Transactions on Geoscience and Remote Sensing
Volume
60
Page Numbers
1-21
DOI
10.1109/TGRS.2022.3158888
Mission Affiliation
Major Category

A comparison of correction factors for the systematic gauge-measurement errors to improve the global land precipitation estimate

Submitted by LisaN on
Publication Year
Authors
Ehsani, M. R., and A. Behrangi
Journal
J. Hydrology
Volume
610
Page Numbers
127884
DOI
10.1016/j.jhydrol.2022.127884
Mission Affiliation
Major Category

Multiscale Interactions Contributing to Enhanced Orographic Precipitation in Landfalling Frontal Systems over the Olympic Peninsula

Submitted by LisaN on
Publication Year
Authors
Dolan, B., S. A. Rutledge, and K. Rasmussen
Journal
Mon. Wea. Rev.
Volume
150(6)
Page Numbers
1207–1231
DOI
10.1175/MWR-D-21-0160.1
Mission Affiliation
Major Category