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Asher Metzger
Asher Metzger
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Flood forecasting with machine learning models in an operational framework
S Nevo, E Morin, A Gerzi Rosenthal, A Metzger, C Barshai, D Weitzner, ...
Hydrology and Earth System Sciences 26 (15), 4013-4032, 2022
922022
Hydronets: Leveraging river structure for hydrologic modeling
Z Moshe, A Metzger, G Elidan, F Kratzert, S Nevo, R El-Yaniv
arXiv preprint arXiv:2007.00595, 2020
372020
Flood frequency estimation and uncertainty in arid/semi-arid regions
A Metzger, F Marra, JA Smith, E Morin
Journal of Hydrology 590, 125254, 2020
312020
Hydrometeorological analysis and forecasting of a 3 d flash-flood-triggering desert rainstorm
Y Rinat, F Marra, M Armon, A Metzger, Y Levi, P Khain, E Vadislavsky, ...
Natural Hazards and Earth System Sciences 21 (3), 917-939, 2021
192021
Global prediction of extreme floods in ungauged watersheds
G Nearing, D Cohen, V Dube, M Gauch, O Gilon, S Harrigan, A Hassidim, ...
Nature 627 (8004), 559-563, 2024
92024
Hydrometeorological analysis and forecasting of a 3-day flash-flood-triggering desert rainstorm
Y Rinat, F Marra, M Armon, A Metzger, Y Levi, P Khain, E Vadislavsky, ...
Natural Hazards and Earth System Sciences Discussions 2020, 1-35, 2020
62020
AI Increases Global Access to Reliable Flood Forecasts
G Nearing, D Cohen, V Dube, M Gauch, O Gilon, S Harrigan, A Hassidim, ...
arXiv preprint arXiv:2307.16104, 2023
52023
Hydronets: Leveraging river structure for hydrologic modeling, arXiv
Z Moshe, A Metzger, G Elidan, F Kratzert, S Nevo, R El-Yaniv
arXiv preprint arXiv:2007.00595 1, 2020
52020
Accurate hydrologic modeling using less information
G Shalev, R El-Yaniv, D Klotz, F Kratzert, A Metzger, S Nevo
arXiv preprint arXiv:1911.09427, 2019
52019
Towards flood warnings everywhere-data-driven rainfall-runoff modeling at global scale
F Kratzert, M Gauch, D Klotz, A Metzger, G Nearing, G Shalev, S Shenzis, ...
AGU Fall Meeting Conference Abstracts, Pp. GC12A 4, 2022
32022
From Hindcast to Forecast with Deep Learning Streamflow Models
G Nearing, M Gauch, D Klotz, F Kratzert, A Metzger, G Shalev, S Shenzis, ...
EGU General Assembly Conference Abstracts, EGU-16974, 2023
12023
Deep Learning for Spatially Distributed Rainfall–Runoff Modeling
M Gauch, F Kratzert, V Dube, O Gilon, D Klotz, A Metzger, G Nearing, ...
EGU24, 2024
2024
Global Flood Forecasting at a Fine Catchment Resolution using Machine Learning
A Metzger, O Gilon, F Kratzert, GS Nearing, S Nevo, G Shalev, S Shenzis, ...
AGU Fall Meeting Abstracts 2022, H52C-01, 2022
2022
Quantifying and interpreting the value of precipitation input into data-driven models for river flood forecasting
E Morin, C Gazen, G Shalev, GS Nearing, Z Moshe, O Reich, A Metzger, ...
101st American Meteorological Society Annual Meeting, 2021
2021
Google’s flood forecasting framework: connecting data, models, risks and people
S Nevo, AG Rosenthal, A Metzger, D Weitzner, E Morin, G Elidan, ...
AGU Fall Meeting 2020, 2020
2020
Google's flood forecasting framework: connecting data, models, risks and people
E Morin, S Nevo, A Gerzi Rosenthal, A Metzger, D Weitzner, G Elidan, ...
AGU Fall Meeting Abstracts 2020, H216-04, 2020
2020
Getting the most out of satellite-based precipitation data for forecasting river floods with deep neural networks
E Morin, C Gazen, Z Moshe, O Reich, A Metzger, G Shalev, G Begelman, ...
AGU Fall Meeting Abstracts 2020, H191-02, 2020
2020
HydroNets: Leveraging River Network Structure and Deep Neural Networks for Hydrologic Modeling
Z Moshe, A Metzger, F Kratzert, E Morin, S Nevo, G Elidan, R Elyaniv
EGU General Assembly Conference Abstracts, 4135, 2020
2020
How Google's Flood Forecasting Initiative Leverages Deep Learning Hydrologic Models
A Metzger, Z Moshe, G Shalev, O Reich, Z Ben-Haim, V Anisimov, E Morin, ...
EGU2020, 2020
2020
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Articles 1–19