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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.

:

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...
Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas

CITE Title : Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas Personal Author(s) : Kim, Sunghee;Sadeghi, Hossein;Limon, Reza Ahmad;Saharia, Manabendra;Seo, Dong-Jun;Philpott, Andrew;Bell, Frank;Brown, James;He, Minxue; Published Date : 2018 Source : Journal of Hydrometeorology, 19(9), 1467-1483 DOI : https://doi.org/10.1175/jhm-d-18-0027.1 Journal Title : Journal of Hydrometeorology Kim, Sunghee et al. (2018). Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas. 19(9). https://doi.org/10.1175/jhm-d-18-0027.1 Kim, Sunghee et al. "Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas" 19, no. 9 (2018), https://doi.org/10.1175/jhm-d-18-0027.1 Kim, Sunghee et al. "Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas" vol. 19, no. 9, 2018, https://doi.org/10.1175/jhm-d-18-0027.1 Export RIS Citation Information.

:

Kim, Sunghee ;

Sadeghi, Hossein

2018 | Journal of Hydrometeorology, 19(9), 1467-1483

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To issue early warnings for the public to act, for emergency managers to take preventive actions, and for water managers to operate their systems cost...
On the Impact of Rainfall Spatial Variability, Geomorphology, and Climatology on Flash Floods

CITE Title : On the Impact of Rainfall Spatial Variability, Geomorphology, and Climatology on Flash Floods Personal Author(s) : Saharia, Manabendra;Kirstetter, Pierre‐Emmanuel;Vergara, Humberto;Gourley, Jonathan J.;Emmanuel, Isabelle;Andrieu, Hervé; Published Date : 2021 Source : Water Resources Research DOI : https://doi.org/10.1029/2020WR029124 Journal Title : Water Resources Research, 57(9) Saharia, Manabendra et al. (2021). On the Impact of Rainfall Spatial Variability, Geomorphology, and Climatology on Flash Floods. 57(9). https://doi.org/10.1029/2020WR029124 Saharia, Manabendra et al. "On the Impact of Rainfall Spatial Variability, Geomorphology, and Climatology on Flash Floods" 57, no. 9 (2021), https://doi.org/10.1029/2020WR029124 Saharia, Manabendra et al. "On the Impact of Rainfall Spatial Variability, Geomorphology, and Climatology on Flash Floods" vol. 57, no. 9, 2021, https://doi.org/10.1029/2020WR029124 Export RIS Citation Information.

:

Saharia, Manabendra ;

Kirstetter, Pierre‐Emmanuel

2021 | Water Resources Research

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The effects of spatial variability of rainfall, geomorphology, and climatology of precipitation and temperature on the hydrologic response remain poor...
Characterization of floods in the United States

CITE Title : Characterization of floods in the United States Personal Author(s) : Saharia, Manabendra;Kirstetter, Pierre-Emmanuel;Vergara, Humberto;Gourley, Jonathan J.;Hong, Yang; Published Date : 2017 Source : J Hydrology 548: 524-535 DOI : https://doi.org/10.1016/j.jhydrol.2017.03.010 Journal Title : Journal of Hydrology Saharia, Manabendra et al. (2017). Characterization of floods in the United States. 548https://doi.org/10.1016/j.jhydrol.2017.03.010 Saharia, Manabendra et al. "Characterization of floods in the United States" 548 (2017), https://doi.org/10.1016/j.jhydrol.2017.03.010 Saharia, Manabendra et al. "Characterization of floods in the United States" vol. 548, 2017, https://doi.org/10.1016/j.jhydrol.2017.03.010 Export RIS Citation Information.

:

Saharia, Manabendra ;

Kirstetter, Pierre-Emmanuel

2017 | J Hydrology 548: 524-535

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Floods have gained increasing global significance in the recent past due to their devastating nature and potential for causing significant economic an...