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Frederik Kratzert

google research

31H指数
190论文数
7.0K被引数
收录论文 19
发表时间
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GRIT-ADB: A Global Attribute Database for the GRIT HydrographyGRIT-ADB：用于GRIT水文学的全局属性数据库
errEarth System Science Data Discussions
IF0
err2026-06-26
err0
errOAAI
errnull; Boen Zhang; Michel Wortmann; Yinxue Liu; Frederik Kratzert; Simon Moulds; Louise Slater
err分享
err收藏
Caravan-Qual: A global scale integration of stream water quality observations into a large-sample hydrology datasetCaravan-Qual：将全球尺度河流水质观测数据集成到大型水文学数据集
errScientific Data
IF6.9
err2026-05-02
err0
errOAAI
errEdward R. Jones; Frederik Kratzert; Michelle T. H. van Vliet
err分享
err收藏
How to deal w___ missing input data
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-11-13
err0
errOAAI
errGauch, Martin; Kratzert, Frederik; Klotz, Daniel; Nearing, Grey; Cohen, Deborah; Gilon, Oren
err分享
err收藏
GRDC-Caravan: extending Caravan with data from the Global Runoff Data CentreGRDC-Caravan：利用全球径流数据中心的数据扩展Caravan
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2025-09-19
err2
PREAI
errFarber, Claudia; Plessow, Henning; Mischel, Simon A.; Kratzert, Frederik; Addor, Nans; Shalev, Guy; Looser, Ulrich
err分享
err收藏
Technical note: An approach for handling multiple temporal frequencies with different input dimensions using a single LSTM cell技术说明：使用单个LSTM单元处理不同输入维度下多种时间频率的一种方法
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-03-26
err0
errOAAI
errAcuna Espinoza, Eduardo; Kratzert, Frederik; Klotz, Daniel; Gauch, Martin; alvarez Chaves, Manuel; Loritz, Ralf; Ehret, Uwe
err分享
err收藏
Analyzing the generalization capabilities of a hybrid hydrological model for extrapolation to extreme events
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-03-11
err0
errOAAI
errEspinoza, Eduardo Acuna; Loritz, Ralf; Kratzert, Frederik; Klotz, Daniel; Gauch, Martin; Chaves, Manuel Alvarez; Ehret, Uwe
err分享
err收藏
A data-centric perspective on the information needed for hydrological uncertainty predictions
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2024-09-12
err0
errOAAI
errAuer, Andreas; Gauch, Martin; Kratzert, Frederik; Nearing, Grey; Hochreiter, Sepp; Klotz, Daniel
err分享
err收藏
HESS Opinions: Never train a Long Short-Term Memory (LSTM) network on a single basin
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2024-09-12
err18
errOAAI
errKratzert, Frederik; Gauch, Martin; Klotz, Daniel; Nearing, Grey
err分享
err收藏
Technical Note: The divide and measure nonconformity - how metrics can mislead when we evaluate on different data partitions技术说明: 划分和衡量不合格-当我们评估不同的数据分区时，指标如何误导
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2024-08-13
err3
errOAAI
errKlotz, Daniel; Gauch, Martin; Kratzert, Frederik; Nearing, Grey; Zscheischler, Jakob
err分享
err收藏
Technical note: Data assimilation and autoregression for using near-real-time streamflow observations in long short-term memory networks
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-11-04
err20
errOAAI
errNearing, Grey S.; Klotz, Daniel; Frame, Jonathan M.; Gauch, Martin; Gilon, Oren; Kratzert, Frederik; Sampson, Alden Keefe; Shalev, Guy; Nevo, Sella
err分享
err收藏
Flood forecasting with machine learning models in an operational framework
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-08-05
err81
errOAAI
errNevo, Sella; Morin, Efrat; Rosenthal, Adi Gerzi; 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; Levi, Nofar Peled; 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
err分享
err收藏
The Great Lakes Runoff Intercomparison Project Phase 4: the Great Lakes (GRIP-GL)
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-07-08
err48
errOAAI
errMai, Juliane; Shen, Hongren; Tolson, Bryan A.; Gaborit, Etienne; Arsenault, Richard; Craig, James R.; Fortin, Vincent; Fry, Lauren M.; Gauch, Martin; Klotz, Daniel; Kratzert, Frederik; O'Brien, Nicole; Princz, Daniel G.; Koya, Sinan Rasiya; Roy, Tirthankar; Seglenieks, Frank; Shrestha, Narayan K.; Temgoua, Andre G. T.; Vionnet, Vincent; Waddell, Jonathan W.
err分享
err收藏
Deep learning rainfall-runoff predictions of extreme events
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-07-05
err118
errOAAI
errFrame, Jonathan M.; Kratzert, Frederik; Klotz, Daniel; Gauch, Martin; Shalev, Guy; Gilon, Oren; Qualls, Logan M.; Gupta, Hoshin, V; Nearing, Grey S.
err分享
err收藏
Hydrological concept formation inside long short-term memory (LSTM) networks
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-06-20
err72
errOAAI
errLees, Thomas; Reece, Steven; Kratzert, Frederik; Klotz, Daniel; Gauch, Martin; De Bruijn, Jens; Kumar Sahu, Reetik; Greve, Peter; Slater, Louise; Dadson, Simon J.
err分享
err收藏
Uncertainty estimation with deep learning for rainfall-runoff modeling
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-03-31
err75
errOAAI
errKlotz, Daniel; Kratzert, Frederik; Gauch, Martin; Sampson, Alden Keefe; Brandstetter, Johannes; Klambauer, Gunter; Hochreiter, Sepp; Nearing, Grey
err分享
err收藏
A note on leveraging synergy in multiple meteorological data sets with deep learning for rainfall-runoff modeling
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2021-05-20
err51
errOAAI
errKratzert, Frederik; Klotz, Daniel; Hochreiter, Sepp; Nearing, Grey S.
err分享
err收藏
Rainfall-runoff prediction at multiple timescales with a single Long Short-Term Memory network
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2021-04-19
err166
errOAAI
errGauch, Martin; Kratzert, Frederik; Klotz, Daniel; Nearing, Grey; Lin, Jimmy; Hochreiter, Sepp
err分享
err收藏
Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2019-12-17
err431
errOAAI
errKratzert, Frederik; Klotz, Daniel; Shalev, Guy; Klambauer, Guenter; Hochreiter, Sepp; Nearing, Grey
err分享
err收藏
Rainfall-runoff modelling using Long Short-Term Memory (LSTM) networks使用长短期记忆 (LSTM) 网络进行降雨径流建模
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2018-11-22
err898
errOAAI
errKratzert, Frederik; Klotz, Daniel; Brenner, Claire; Schulz, Karsten; Herrnegger, Mathew
err分享
err收藏

研究方向

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合作学者
合作期刊
H
Hoshin V. Gupta
H 指数: 92 · 论文数: 639
J
J. Brandstetter
H 指数: 83 · 论文数: 714
J
Jakob Zscheischler
H 指数: 68 · 论文数: 373
Y
Yossi Matias
H 指数: 54 · 论文数: 295
S
Sepp Hochreiter
H 指数: 53 · 论文数: 290
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