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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 250-Year European Drought Inventory Derived From Ensemble Hydrologic Modeling 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (11) : 5909-5917
作者:  Moravec, Vojtech;  Markonis, Yannis;  Rakovec, Oldrich;  Kumar, Rohini;  Hanel, Martin
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
drought  hydrological ensemble  natural hazards  drought types  climate extremes  Europe  
A Comprehensive Distributed Hydrological Modeling Intercomparison to Support Process Representation and Data Collection Strategies 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 990-1010
作者:  Baroni, Gabriele;  Schalge, Bernd;  Rakovec, Oldrich;  Kumar, Rohini;  Schueler, Lennart;  Samaniego, Luis;  Simmer, Clemens;  Attinger, Sabine
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
hydrological models  assessments  monitoring strategies  improvements  
Multimodel assessment of flood characteristics in four large river basins at global warming of 1.5, 2.0 and 3.0 K above the pre-industrial level 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (12)
作者:  Huang, Shaochun;  Kumar, Rohini;  Rakovec, Oldrich;  Aich, Valentin;  Wang, Xiaoyan;  Samaniego, Luis;  Liersch, Stefan;  Krysanova, Valentina
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
flood timing  100 year floods  flood frequency  climate change  CMIP5-GCMs  multi-model ensemble  
Intercomparison of regional-scale hydrological models and climate change impacts projected for 12 large river basins worldwide-a synthesis 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (10)
作者:  Krysanova, Valentina;  Vetter, Tobias;  Eisner, Stephanie;  Huang, Shaochun;  Pechlivanidis, Ilias;  Strauch, Michael;  Gelfan, Alexander;  Kumar, Rohini;  Aich, Valentin;  Arheimer, Berit;  Chamorro, Alejandro;  van Griensven, Ann;  Kundu, Dipangkar;  Lobanova, Anastasia;  Mishra, Vimal;  Plotner, Stefan;  Reinhardt, Julia;  Seidou, Ousmane;  Wang, Xiaoyan;  Wortmann, Michel;  Zeng, Xiaofan;  Hattermann, Fred F.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
climate change impact  regional-scale hydrological models  large river basins  intercomparison  evaluation of model performance  evaluation of uncertainties  
Evaluation of an ensemble of regional hydrological models in 12 large-scale river basins worldwide 期刊论文
CLIMATIC CHANGE, 2017, 141 (3)
作者:  Huang, Shaochun;  Kumar, Rohini;  Floerke, Martina;  Yang, Tao;  Hundecha, Yeshewatesfa;  Kraft, Philipp;  Gao, Chao;  Gelfan, Alexander;  Liersch, Stefan;  Lobanova, Anastasia;  Strauch, Michael;  van Ogtrop, Floris;  Reinhardt, Julia;  Haberlandt, Uwe;  Krysanova, Valentina
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
A comparison of changes in river runoff from multiple global and catchment-scale hydrological models under global warming scenarios of 1 degrees C, 2 degrees C and 3 degrees C 期刊论文
CLIMATIC CHANGE, 2017, 141 (3)
作者:  Gosling, Simon N.;  Zaherpour, Jamal;  Mount, Nick J.;  Hattermann, Fred F.;  Dankers, Rutger;  Arheimer, Berit;  Breuer, Lutz;  Ding, Jie;  Haddeland, Ingjerd;  Kumar, Rohini;  Kundu, Dipangkar;  Liu, Junguo;  van Griensven, Ann;  Veldkamp, Ted I. E.;  Vetter, Tobias;  Wang, Xiaoyan;  Zhang, Xinxin
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09