Flood forecasting with machine learning models in an operational framework
Nevo, Sella, Morin, Efrat, Gerzi Rosenthal, Adi, Metzger, Asher, Barshai, Chen, Weitzner, Dana, Voloshin, Dafi, Kratzert, Frederik, Elidan, Gal, Dror, Gideon, Begelman, Gregory, Nearing, Grey, Shalev, Guy, Noga, Hila, Shavitt, Ira, Yuklea, Liora, Royz, Moriah, Giladi, Niv, Peled Levi, Nofar, Reich, Ofir, Gilon, Oren, Maor, Ronnie, Timnat, Shahar, Shechter, Tal, Anisimov, Vladimir, Gigi, Yotam, Levin, Yuval, Moshe, Zach, Ben-Haim, Zvika, Hassidim, Avinatan, Matias, Yossi
Published in Hydrology and earth system sciences (05.08.2022)
Published in Hydrology and earth system sciences (05.08.2022)
Get full text
Journal Article
Caravan - A global community dataset for large-sample hydrology
Kratzert, Frederik, Nearing, Grey, Addor, Nans, Erickson, Tyler, Gauch, Martin, Gilon, Oren, Gudmundsson, Lukas, Hassidim, Avinatan, Klotz, Daniel, Nevo, Sella, Shalev, Guy, Matias, Yossi
Published in Scientific data (31.01.2023)
Published in Scientific data (31.01.2023)
Get full text
Journal Article
A neural encoder for earthquake rate forecasting
Zlydenko, Oleg, Elidan, Gal, Hassidim, Avinatan, Kukliansky, Doron, Matias, Yossi, Meade, Brendan, Molchanov, Alexandra, Nevo, Sella, Bar-Sinai, Yohai
Published in Scientific reports (31.07.2023)
Published in Scientific reports (31.07.2023)
Get full text
Journal Article
Technical note: Data assimilation and autoregression for using near-real-time streamflow observations in long short-term memory networks
Nearing, Grey S, Klotz, Daniel, Frame, Jonathan M, Gauch, Martin, Gilon, Oren, Kratzert, Frederik, Sampson, Alden Keefe, Shalev, Guy, Nevo, Sella
Published in Hydrology and earth system sciences (04.11.2022)
Published in Hydrology and earth system sciences (04.11.2022)
Get full text
Journal Article
Global prediction of extreme floods in ungauged watersheds
Nearing, Grey, Cohen, Deborah, Dube, Vusumuzi, Gauch, Martin, Gilon, Oren, Harrigan, Shaun, Hassidim, Avinatan, Klotz, Daniel, Kratzert, Frederik, Metzger, Asher, Nevo, Sella, Pappenberger, Florian, Prudhomme, Christel, Shalev, Guy, Shenzis, Shlomo, Tekalign, Tadele Yednkachw, Weitzner, Dana, Matias, Yossi
Published in Nature (London) (21.03.2024)
Published in Nature (London) (21.03.2024)
Get full text
Journal Article
Spectral Algorithm for Shared Low-rank Matrix Regressions
Gigi, Yotam, Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Matias, Yossi, Wiesel, Ami
Published in 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) (01.06.2020)
Published in 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) (01.06.2020)
Get full text
Conference Proceeding
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example
Pierce, Damien, Hu, R. Lily, Shafi, Yusef, Boral, Anudhyan, Anisimov, Vladimir, Nevo, Sella, Chen, Yi-fan
Year of Publication 21.04.2022
Year of Publication 21.04.2022
Get full text
Journal Article
High-Resolution Building and Road Detection from Sentinel-2
Sirko, Wojciech, Brempong, Emmanuel Asiedu, Marcos, Juliana T. C, Annkah, Abigail, Korme, Abel, Hassen, Mohammed Alewi, Sapkota, Krishna, Shekel, Tomer, Diack, Abdoulaye, Nevo, Sella, Hickey, Jason, Quinn, John
Year of Publication 17.10.2023
Year of Publication 17.10.2023
Get full text
Journal Article
On pseudo-absence generation and machine learning for locust breeding ground prediction in Africa
Yusuf, Ibrahim Salihu, Tessera, Kale-ab, Tumiel, Thomas, Slim, Zohra, Kerkeni, Amine, Nevo, Sella, Pretorius, Arnu
Year of Publication 06.11.2021
Year of Publication 06.11.2021
Get full text
Journal Article
Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling
Giladi, Niv, Ben-Haim, Zvika, Nevo, Sella, Matias, Yossi, Soudry, Daniel
Year of Publication 14.06.2021
Year of Publication 14.06.2021
Get full text
Journal Article
ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach
Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Shalev, Guy, Gilon, Oren, Nearing, Grey, Matias, Yossi
Year of Publication 29.11.2020
Year of Publication 29.11.2020
Get full text
Journal Article
AI Increases Global Access to Reliable Flood Forecasts
Nearing, Grey, Cohen, Deborah, Dube, Vusumuzi, Gauch, Martin, Gilon, Oren, Harrigan, Shaun, Hassidim, Avinatan, Klotz, Daniel, Kratzert, Frederik, Metzger, Asher, Nevo, Sella, Pappenberger, Florian, Prudhomme, Christel, Shalev, Guy, Shenzis, Shlomo, Tekalign, Tadele, Weitzner, Dana, Matias, Yoss
Year of Publication 29.07.2023
Year of Publication 29.07.2023
Get full text
Journal Article
HydroNets: Leveraging River Structure for Hydrologic Modeling
Moshe, Zach, Metzger, Asher, Elidan, Gal, Kratzert, Frederik, Nevo, Sella, El-Yaniv, Ran
Year of Publication 01.07.2020
Year of Publication 01.07.2020
Get full text
Journal Article
Accurate Hydrologic Modeling Using Less Information
Shalev, Guy, El-Yaniv, Ran, Klotz, Daniel, Kratzert, Frederik, Metzger, Asher, Nevo, Sella
Year of Publication 21.11.2019
Year of Publication 21.11.2019
Get full text
Journal Article
Spectral Algorithm for Low-rank Multitask Regression
Gigi, Yotam, Wiesel, Ami, Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Matias, Yossi
Year of Publication 27.10.2019
Year of Publication 27.10.2019
Get full text
Journal Article
Inundation Modeling in Data Scarce Regions
Ben-Haim, Zvika, Anisimov, Vladimir, Yonas, Aaron, Gulshan, Varun, Shafi, Yusef, Hoyer, Stephan, Nevo, Sella
Year of Publication 11.10.2019
Year of Publication 11.10.2019
Get full text
Journal Article
Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many
Gigi, Yotam, Elidan, Gal, Hassidim, Avinatan, Matias, Yossi, Moshe, Zach, Nevo, Sella, Shalev, Guy, Wiesel, Ami
Year of Publication 03.01.2019
Year of Publication 03.01.2019
Get full text
Journal Article
High-Resolution Building and Road Detection from Sentinel-2
Sirko, Wojciech, Emmanuel Asiedu Brempong, Marcos, Juliana T C, Annkah, Abigail, Abel Korme, Hassen, Mohammed Alewi, Sapkota, Krishna, Shekel, Tomer, Diack, Abdoulaye, Sella Nevo, Hickey, Jason, Quinn, John
Published in arXiv.org (18.09.2024)
Get full text
Published in arXiv.org (18.09.2024)
Paper