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A Process-Based Framework to Characterize and Classify Runoff Events: The Event Typology of Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Tarasova, L.;  Basso, S.;  Wendi, D.;  Viglione, A.;  Kumar, R.;  Merz, R.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
event classification  event type  rainfall-runoff events  event typology  event characteristics  runoff generation mechanisms  
A New Unsupervised Learning Method to Assess Clusters of Temporal Distribution of Rainfall and Their Coherence with Flood Types 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Oppel, Henning;  Fischer, Svenja
收藏  |  浏览/下载：0/0  |  提交时间：2020/05/13
unsupervised learning  rainfall  temporal distribution  flood typology  
Exploring Controls on Rainfall-Runoff Events: 2. Regional Patterns and Spatial Controls of Event Characteristics in Germany 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7688-7710
作者:  Tarasova, L.;  Basso, S.;  Poncelet, C.;  Merz, R.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
A New Machine-Learning Approach for Classifying Hysteresis in Suspended-Sediment Discharge Relationships Using High-Frequency Monitoring Data 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 4040-4058
作者:  Hamshaw, Scott D.;  Dewoolkar, Mandar M.;  Schroth, Andrew W.;  Wemple, Beverley C.;  Rizzo, Donna M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
suspended sediment  hysteresis  concentration-discharge relationships  pattern recognition  restricted Boltzmann machine  event sediment dynamics  
Identification of Flood Reactivity Regions via the Functional Clustering of Hydrographs 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (3) : 1852-1867
作者:  Brunner, Manuela I.;  Viviroli, Daniel;  Furrer, Reinhard;  Seibert, Jan;  Favre, Anne-Catherine
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
clustering  functional data analysis  hydrograph shapes  homogeneous regions  regionalization