GPM

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

Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area

Publication Year

Fri, 07/01/2022

Authors

Zandi, O., B. Zahraie, M. Nasseri, and A. Behrangi

Journal

Atmos. Res.

Volume

272

Page Numbers

106159

DOI

10.1016/j.atmosres.2022.106159

Mission Affiliation

GPM

Major Category

GPM

• Read more about Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area

Application of Machine Learning and Remote Sensing for Gap-filling Daily Precipitation Data of a Sparsely Gauged Basin in East Africa

Publication Year

Mon, 02/13/2023

Authors

Faramarzzadeh, M., and Coauthors

Journal

Environmental Processes

Volume

10(8)

DOI

10.1007/s40710-023-00625-y

Mission Affiliation

GPM

Major Category

GPM

• Read more about Application of Machine Learning and Remote Sensing for Gap-filling Daily Precipitation Data of a Sparsely Gauged Basin in East Africa

The New Version 3.2 Global Precipitation Climatology Project (GPCP) Monthly and Daily Precipitation Products

Publication Year

Wed, 11/01/2023

Authors

Huffman G. J., R. F. Adler, A. Behrangi, D. T. Bolvin, E. J. Nelkin, G. Gu, and M. R. Ehsani

Journal

J. Climate

Volume

36(21)

Page Numbers

7635–7655

DOI

10.1175/JCLI-D-23-0123.1

Mission Affiliation

GPM

Major Category

GPM

• Read more about The New Version 3.2 Global Precipitation Climatology Project (GPCP) Monthly and Daily Precipitation Products

Comparative Analysis of the Latest Global Oceanic Precipitation Estimates from GPM V07 and GPCP V3.2 Products

Publication Year

Thu, 02/01/2024

Authors

Behrangi, A., Y. Song, G. J. Huffman, and R. F. Adler

Journal

J. Hydrometeorology

Volume

25(2)

Page Numbers

293–309

DOI

10.1175/JHM-D-23-0082.1

Mission Affiliation

GPM

Major Category

GPM

• Read more about Comparative Analysis of the Latest Global Oceanic Precipitation Estimates from GPM V07 and GPCP V3.2 Products

Validation of IMERG Precipitation in Africa

Publication Year

Sun, 10/01/2017

Authors

Dezfuli, A. K., C. M. Ichoku, G. J. Huffman, K. I. Mohr, J. S. Selker, N. van de Giesen, R. Hochreutener, F. O. Annor

Journal

J. Hydrometeor.

Volume

18(10)

Page Numbers

2817–2825

DOI

10.1175/JHM-D-17-0139.1

Mission Affiliation

GPM

Major Category

GPM

• Read more about Validation of IMERG Precipitation in Africa

Grid box-level evaluation of IMERG over Brazil at various space and time scales

Publication Year

Mon, 04/01/2019

Authors

Gadelha, A. N., V.H.R. Coelho, A. C. Xavier, L. R. Barbosa, D.C.D. Melo, Y. Xuan, G. J. Huffman, W. A. Petersen, and C. N. Almeida

Journal

Atmos. Res.

Volume

218

Page Numbers

231-244

DOI

10.1016/j.atmosres.2018.12.001

Mission Affiliation

GPM

Major Category

GPM

• Read more about Grid box-level evaluation of IMERG over Brazil at various space and time scales

Requirements for a robust precipitation constellation

Publication Year

Thu, 08/04/2016

Authors

Huffman, G. J., R. Ferraro, C. Kidd, V. Levizzani, and F. J. Turk

Journal

IEEE Xplore

Page Numbers

37-41

DOI

10.1109/MICRORAD.2016.7530500

Mission Affiliation

GPM

Major Category

GPM

• Read more about Requirements for a robust precipitation constellation

Comparison of Monthly IMERG Precipitation Estimates with PACRAIN Atoll Observations

Publication Year

Thu, 07/01/2021

Authors

Bolvin, D. T., G. J. Huffman, E. J. Nelkin, and J. Tan

Journal

J. Hydrometeorology

Volume

22(7)

Page Numbers

1745–1753

DOI

10.1175/JHM-D-20-0202.1

Mission Affiliation

GPM

Major Category

GPM

• Read more about Comparison of Monthly IMERG Precipitation Estimates with PACRAIN Atoll Observations

Detecting the Greatest Changes in Global Satellite-Based Precipitation Observations

Publication Year

Fri, 10/28/2022

Authors

Kazemzadeh, M., H. Hashemi, S. Jamali, C. B. Uvo, R. Berndtsson, and G. J. Huffman

Journal

Rem. Sens.

Volume

14(21)

Page Numbers

5433

DOI

10.3390/rs14215433

Mission Affiliation

GPM

Major Category

GPM

• Read more about Detecting the Greatest Changes in Global Satellite-Based Precipitation Observations

Evaluation of Snowfall Retrieval Performance of GPM Constellation Radiometers Relative to Spaceborne Radars

Publication Year

Wed, 03/01/2023

Authors

You, Y., G. J. Huffman, V. Petkovic, L. Milani, J. X. Yang, A. Ebtehaj, S. Vahedizade, and G. Gu

Journal

J. Hydrometeorology

Volume

24(3)

Page Numbers

389–405

DOI

10.1175/JHM-D-22-0052.1

Mission Affiliation

GPM

Major Category

GPM

• Read more about Evaluation of Snowfall Retrieval Performance of GPM Constellation Radiometers Relative to Spaceborne Radars

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