GPM | NASA Global Precipitation Measurement Mission

Rain-F: A Fusion Dataset for Rainfall Prediction Using Convolutional Neural Network

Publication Year

Tue, 10/12/2021

Authors

Choi, Y., K. Cha, M. Back, H. Choi, and T. Jeon

Journal

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

Page Numbers

7145-7148

DOI

10.1109/IGARSS47720.2021.9555094

Mission Affiliation

GPM

Major Category

GPM

Read more about Rain-F: A Fusion Dataset for Rainfall Prediction Using Convolutional Neural Network

How well do gridded precipitation and actual evapotranspiration products represent the key water balance components in the Nile Basin?

Publication Year

Fri, 10/01/2021

Authors

McNamara, I., O. M. Baez-Villanueva, A. Zomorodian, S. Ayyad, M. Zambrano-Bigiarini, M. Zaroug, A. Mersha, A. Nauditt, M. Mbuliro, S. Wamala, and L. Ribbe

Journal

Journal of Hydrology: Regional Studies

Volume

Page Numbers

100884

DOI

10.1016/j.ejrh.2021.100884

Mission Affiliation

GPM

Major Category

GPM

Read more about How well do gridded precipitation and actual evapotranspiration products represent the key water balance components in the Nile Basin?

Sensitivity of some African heavy rainfall events to microphysics and planetary boundary layer schemes: Impacts on localised storms

Publication Year

Tue, 04/06/2021

Authors

Meroni, A. N., K. A. Oundo, R. Muita, M.-J. Bopape, T. R. Maisha, M. Lagasio, A. Parodi, and G. Venuti

Journal

Quarterly Journal of the Royal Meteorological Society

Volume

147(737)

Page Numbers

2448-2468

DOI

10.1002/qj.4033

Mission Affiliation

GPM

Major Category

GPM

Read more about Sensitivity of some African heavy rainfall events to microphysics and planetary boundary layer schemes: Impacts on localised storms

Integration of Satellite Precipitation Data and Deep Learning for Improving Flash Flood Simulation in a Poor-Gauged Mountainous Catchment

Publication Year

Tue, 12/14/2021

Authors

Tang, X., Z. Yin, G. Qin, L. Guo, and H. Li

Journal

Rem. Sens.

Volume

13(24)

Page Numbers

5083

DOI

10.3390/rs13245083

Mission Affiliation

GPM

Major Category

GPM

Read more about Integration of Satellite Precipitation Data and Deep Learning for Improving Flash Flood Simulation in a Poor-Gauged Mountainous Catchment

Physical and Dynamical Characteristics of Thunderstorms Over Bangladesh Based on Radar, Satellite, Upper-Air Observations, and WRF Model Simulations

Publication Year

Thu, 09/09/2021

Authors

Khan MD., G. R., S. Das, S. K. Panda, A. Kabir, and M. A. Kalam Mallik

Journal

Pure and Applied Geophysics

Volume

178(9)

Page Numbers

3747–3767

DOI

10.1007/s00024-021-02847-3

Mission Affiliation

GPM

Major Category

GPM

Read more about Physical and Dynamical Characteristics of Thunderstorms Over Bangladesh Based on Radar, Satellite, Upper-Air Observations, and WRF Model Simulations

The Impact of Groundwater Variability on Mangrove Greenness in Karimunjawa National Park based on Remote Sensing Study

Publication Year

Fri, 08/06/2021

Authors

Prihantono, J., N. S. Adi, T. Nakamura, and K. Nadaoka

Journal

IOP Conference Series: Earth and Environmental Science

Volume

925(1)

Page Numbers

012064

DOI

10.1088/1755-1315/925/1/012064

Mission Affiliation

GPM

Major Category

GPM

Read more about The Impact of Groundwater Variability on Mangrove Greenness in Karimunjawa National Park based on Remote Sensing Study

RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery

Publication Year

Tue, 05/18/2021

Authors

Schroeder De Witt, C., C. Tong, V. Zantedeschi, D. De Martini, A. Kalaitzis, M. Chantry, D. Watson-Parris, and P. Bilinski

Journal

Proceedings of the AAAI Conference on Artificial Intelligence

Volume

35(17)

Page Numbers

14902-14910

DOI

10.1609/aaai.v35i17.17749

Mission Affiliation

GPM

Major Category

GPM

Read more about RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery

A new method for assessing satellite-based hydrological data products using water budget closure

Publication Year

Mon, 03/01/2021

Authors

Luo, Z., Q. Shao, W. Wan, H.n Li, X. Chen, S. Zhu, and X. Ding

Journal

J. Hydrology

Volume

594

Page Numbers

125927

DOI

10.1016/j.jhydrol.2020.125927

Mission Affiliation

GPM

Major Category

GPM

Read more about A new method for assessing satellite-based hydrological data products using water budget closure

Chapter 11 - Earth Observations for Anticipatory Action: Case Studies in Hydrometeorological Hazards

Publication Year

Fri, 01/01/2021

Authors

Kruczkiewicz, A., S. McClain, V. Bell, O. Warrick, J. Bazo, J. Mason, H. Vergara, and N. Horna

Journal

Earth Observation for Flood Applications

Page Numbers

237-253

DOI

10.1016/B978-0-12-819412-6.00011-0

Mission Affiliation

GPM

Major Category

GPM

Read more about Chapter 11 - Earth Observations for Anticipatory Action: Case Studies in Hydrometeorological Hazards

GRACEfully Closing the Water Balance: A Data-Driven Probabilistic Approach Applied to River Basins in Iran

Publication Year

Tue, 06/01/2021

Authors

Gerrit

Journal

Water Resources Research

Volume

57(6)

Page Numbers

e2020WR029071

DOI

10.1029/2020WR029071

Mission Affiliation

GPM

Major Category

GPM

Read more about GRACEfully Closing the Water Balance: A Data-Driven Probabilistic Approach Applied to River Basins in Iran