GPM

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

Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function

Publication Year

Wed, 08/07/2024

Authors

Zhao, X., J. A. Benediktsson, Y. Yang, K.-S. Chen, and M. Ö. Úlfarsson

Journal

IEEE Transactions on Geoscience and Remote Sensing

Volume

62

Page Numbers

2006013

DOI

10.1109/TGRS.2024.3440224

Mission Affiliation

GPM

Major Category

GPM

• Read more about Exploring Transformer-Based Direction-of-Arrival Estimation Over Sea Surface: A BERT Approach With Physics-Based Loss Function

Multidimensional forecasting of precipitation and potential evapotranspiration in the Paranapanema river basin using neural network time series

Publication Year

Thu, 08/15/2024

Authors

Vallejo, C. A. M., and R. L. Manzione

Journal

Journal of South American Earth Sciences

Volume

142

Page Numbers

104961

DOI

10.1016/j.jsames.2024.104961

Mission Affiliation

GPM

Major Category

GPM

• Read more about Multidimensional forecasting of precipitation and potential evapotranspiration in the Paranapanema river basin using neural network time series

Tracking the water storage and runoff variations in the Paraná basin via GNSS measurements

Publication Year

Tue, 02/20/2024

Authors

Qiu, K., W. You, Z. Jiang, and M. Tang

Journal

Science of The Total Environment

Volume

912

Page Numbers

168831

DOI

10.1016/j.scitotenv.2023.168831

Mission Affiliation

GPM

Major Category

GPM

• Read more about Tracking the water storage and runoff variations in the Paraná basin via GNSS measurements

Recent and projected changes in climate patterns in the Middle East and North Africa (MENA) region

Publication Year

Sat, 05/04/2024

Authors

Francis, D., and R. Fonseca

Journal

Scientific Reports

Volume

14(1)

Page Numbers

10279

DOI

10.1038/s41598-024-60976-w

Mission Affiliation

GPM

Major Category

GPM

• Read more about Recent and projected changes in climate patterns in the Middle East and North Africa (MENA) region

First observational investigation on the temporal trends of Vertical Total Electron Content (VTEC) over an equatorial station: Discerning the impacts of Mora and Ockhi – Two tropical cyclones in 2017

Publication Year

Thu, 02/15/2024

Authors

Chowdhury, S., D. B. Subrahamanyam, and R. K. Choudhary

Journal

Advances in Space Research

Volume

75(4)

Page Numbers

3651-3660

DOI

10.1016/j.asr.2024.11.078

Mission Affiliation

GPM

Major Category

GPM

• Read more about First observational investigation on the temporal trends of Vertical Total Electron Content (VTEC) over an equatorial station: Discerning the impacts of Mora and Ockhi – Two tropical cyclones in 2017

Enhancing global rainfall interception loss estimation through vegetation structure modeling

Publication Year

Fri, 03/01/2024

Authors

Oliveira, S., J. Cunha, R. L. B. Nóbrega, J. H. Gash, and F. Valente

Journal

J. Hydrology

Volume

631

Page Numbers

130672

DOI

10.1016/j.jhydrol.2024.130672

Mission Affiliation

GPM

Major Category

GPM

• Read more about Enhancing global rainfall interception loss estimation through vegetation structure modeling

Incorporating multiple grid-based data in CNN-LSTM hybrid model for daily runoff prediction in the source region of the Yellow River Basin

Publication Year

Thu, 02/01/2024

Authors

Hu, F., Q. Yang, J. Yang, Z. Luo, J. Shao, and G. Wang

Journal

Journal of Hydrology: Regional Studies

Volume

51

Page Numbers

101652

DOI

10.1016/j.ejrh.2023.101652

Mission Affiliation

GPM

Major Category

GPM

• Read more about Incorporating multiple grid-based data in CNN-LSTM hybrid model for daily runoff prediction in the source region of the Yellow River Basin

Artificial Intelligence-Based Precipitation Estimation Method Using Fengyun-4B Satellite Data

Publication Year

Wed, 10/30/2024

Authors

Liu, N., J. Jiang, D. Mao, M. Fang, Y. Li, B. Han, and S. Ren

Journal

Rem. Sens.

Volume

16(21)

Page Numbers

4076

DOI

10.3390/rs16214076

Mission Affiliation

GPM

Major Category

GPM

• Read more about Artificial Intelligence-Based Precipitation Estimation Method Using Fengyun-4B Satellite Data

Hybrid Machine Learning Approach to Zero-Inflated Data Improves Accuracy of Dengue Prediction

Publication Year

Mon, 10/21/2024

Authors

Francisco, M. E., T. M. Carvajal, and K. Watanabe

Journal

PLOS Neglected Tropical Diseases

Volume

18(10)

Page Numbers

e0012599

DOI

10.1371/journal.pntd.0012599

Mission Affiliation

GPM

Major Category

GPM

• Read more about Hybrid Machine Learning Approach to Zero-Inflated Data Improves Accuracy of Dengue Prediction

The magnitude and frequency of detected precipitation determine the accuracy performance of precipitation data sets in the high mountains of Asia

Publication Year

Sat, 07/27/2024

Authors

Deng, Y., X. Wang, H. Ruan, J. Lin, X. Chen, Y. Chen, W. Duan, and H. Deng

Journal

Scientific Reports

Volume

14(1)

Page Numbers

17251

DOI

10.1038/s41598-024-67665-8

Mission Affiliation

GPM

Major Category

GPM

• Read more about The magnitude and frequency of detected precipitation determine the accuracy performance of precipitation data sets in the high mountains of Asia

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