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Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/13
machine learning  inference  floods  
A Technical Evaluation of Lidar-Based Measurement of River Water Levels 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Paul, Jonathan D.;  Buytaert, Wouter;  Sah, Neeraj
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
lidar  river  stage  water-level measurement  
Comments on "A Modified Particle Filter-Based Data Assimilation Method for a High-Precision 2-D Hydrodynamic Model Considering Spatial-Temporal Variability of Roughness: Simulation of Dam-Break Flood Inundation" by Cao et al. 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Qin, Jie;  Wu, Teng
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/13
Spatial Scale Effect of Surface Routing and Its Parameter Upscaling for Urban Flood Simulation Using a Grid-Based Model 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Cao, Xuejian;  Lyu, Heng;  Ni, Guangheng;  Tian, Fuqiang;  Ma, Yu;  Grimmond, C. S. B.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
A Computationally Efficient and Physically Based Approach for Urban Flood Modeling Using a Flexible Spatiotemporal Structure 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Saksena, Siddharth;  Dey, Sayan;  Merwade, Venkatesh;  Singhofen, Peter J.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Xiang, Zhongrun;  Yan, Jun;  Demir, Ibrahim
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
A Novel Method of Quantifying Catchment-Wide Average Peak Propagation Speed in Hillslopes: Fast Hillslope Responses are Detected During Annual Floods in a Steep Humid Catchment 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Asano, Yuko;  Uchida, Taro;  Tomomura, Mitsuhide
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
Global-Scale Prediction of Flood Timing Using Atmospheric Reanalysis 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Do, Hong Xuan;  Westra, Seth;  Leonard, Michael;  Gudmundsson, Lukas
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
The Value of Subseasonal Hydrometeorological Forecasts to Hydropower Operations: How Much Does Preprocessing Matter? 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10159-10178
作者:  Anghileri, D.;  Monhart, S.;  Zhou, C.;  Bogner, K.;  Castelletti, A.;  Burlando, P.;  Zappa, M.
收藏  |  浏览/下载：2/0  |  提交时间：2020/02/16
Historic Flood Reconstruction With the Use of an Artificial Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Bomers, A.;  van der Meulen, B.;  Schielen, R. M. J.;  Hulscher, S. J. M. H.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Flood reconstruction  Artificial Neural Network  Confidence interval  Surogatte modelling