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Towards Predicting Flood Event Peak Discharge in Ungauged Basins by Learning Universal Hydrological Behaviors with Machine Learning

CITE Title : Towards Predicting Flood Event Peak Discharge in Ungauged Basins by Learning Universal Hydrological Behaviors with Machine Learning Personal Author(s) : Sanjay Potdar, Akhil;Kirstetter, Pierre-Emmanuel;Woods, Devon;Saharia, Manabendra; Published Date : 2021 Source : Journal of Hydrometeorology (2021) DOI : https://doi.org/10.1175/jhm-d-20-0302.1 Journal Title : Journal of Hydrometeorology Sanjay Potdar, Akhil et al. (2021). Towards Predicting Flood Event Peak Discharge in Ungauged Basins by Learning Universal Hydrological Behaviors with Machine Learning. https://doi.org/10.1175/jhm-d-20-0302.1 Sanjay Potdar, Akhil et al. "Towards Predicting Flood Event Peak Discharge in Ungauged Basins by Learning Universal Hydrological Behaviors with Machine Learning" (2021), https://doi.org/10.1175/jhm-d-20-0302.1 Sanjay Potdar, Akhil et al. "Towards Predicting Flood Event Peak Discharge in Ungauged Basins by Learning Universal Hydrological Behaviors with Machine Learning" , 2021, https://doi.org/10.1175/jhm-d-20-0302.1 Export RIS Citation Information.

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Sanjay Potdar, Akhil ;

Kirstetter, Pierre-Emmanuel

2021 | Journal of Hydrometeorology (2021)

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In the hydrological sciences, the outstanding challenge of regional modeling requires to capture common and event-specific hydrologic behaviors driven...
Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis

CITE Title : Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis Personal Author(s) : Woods, Devon;Kirstetter, Pierre-Emmanuel;Vergara, Humberto;Duarte, Jorge A.;Basara, Jeffrey; Published Date : 2023 Source : Journal of Hydrology, 626, 130212 DOI : https://doi.org/10.1016/j.jhydrol.2023.130212 Journal Title : Journal of Hydrology Woods, Devon et al. (2023). Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis. 626https://doi.org/10.1016/j.jhydrol.2023.130212 Woods, Devon et al. "Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis" 626 (2023), https://doi.org/10.1016/j.jhydrol.2023.130212 Woods, Devon et al. "Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis" vol. 626, 2023, https://doi.org/10.1016/j.jhydrol.2023.130212 Export RIS Citation Information.

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Woods, Devon

;

Kirstetter, Pierre-Emmanuel

2023 | Journal of Hydrology, 626, 130212

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This study investigates the hydrologic utility of satellite precipitation estimates from the Global Precipitation Measurement mission by comparing flo...
Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration

CITE Title : Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration Personal Author(s) : Woods, Devon;Kirstetter, Pierre-Emmanuel;Vergara, Humberto;Duarte, Jorge A.;Basara, Jeffrey; Published Date : 2023 Source : Journal of Hydrology, 617, 129124 DOI : https://doi.org/10.1016/j.jhydrol.2023.129124 Journal Title : Journal of Hydrology Woods, Devon et al. (2023). Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration. 617https://doi.org/10.1016/j.jhydrol.2023.129124 Woods, Devon et al. "Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration" 617 (2023), https://doi.org/10.1016/j.jhydrol.2023.129124 Woods, Devon et al. "Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration" vol. 617, 2023, https://doi.org/10.1016/j.jhydrol.2023.129124 Export RIS Citation Information.

:

Woods, Devon

;

Kirstetter, Pierre-Emmanuel

2023 | Journal of Hydrology, 617, 129124

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In recent years, a great amount of research has been done towards evaluating precipitation data generated by satellites, but less has focused on how t...
Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Effect of Spatial and Temporal Scales

CITE Title : Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Effect of Spatial and Temporal Scales Personal Author(s) : Woods, Devon;Kirstetter, Pierre-Emmanuel;Vergara, Humberto;Duarte, Jorge A.;Basara, Jeffrey; Published Date : 2024 Source : Journal of Hydrology, 635, 131134 DOI : https://doi.org/10.1016/j.jhydrol.2024.131134 Journal Title : Journal of Hydrology Woods, Devon et al. (2024). Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Effect of Spatial and Temporal Scales. 635https://doi.org/10.1016/j.jhydrol.2024.131134 Woods, Devon et al. "Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Effect of Spatial and Temporal Scales" 635 (2024), https://doi.org/10.1016/j.jhydrol.2024.131134 Woods, Devon et al. "Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Effect of Spatial and Temporal Scales" vol. 635, 2024, https://doi.org/10.1016/j.jhydrol.2024.131134 Export RIS Citation Information.

:

Woods, Devon

;

Kirstetter, Pierre-Emmanuel

2024 | Journal of Hydrology, 635, 131134

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This research focuses on the effects of spatio-temporal resolutions of global satellite precipitation on simulated flood events characteristics. The a...