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Exploring the value of machine learning for weighted multi-model combination of an ensemble of global hydrological models 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2019, 卷号: 114, 页码: 112-128
Authors:  Zaherpour, Jamal;  Mount, Nick;  Gosling, Simon N.;  Dankers, Rutger;  Eisner, Stephanie;  Gerten, Dieter;  Liu, Xingcai;  Masaki, Yoshimitsu;  Schmied, Hannes Mueller;  Tang, Qiuhong;  Wada, Yoshihide
Favorite  |  View/Download:7/0  |  Submit date:2019/05/22
Machine learning  Model weighting  Gene expression programming  Global hydrological models  Optimisation  
Multimodel assessments of human and climate impacts on mean annual streamflow in China 期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2019, 卷号: 23, 期号: 3, 页码: 1245-1261
Authors:  Liu, Xingcai;  Liu, Wenfeng;  Yang, Hong;  Tang, Qiuhong;  Floerke, Martina;  Masaki, Yoshimitsu;  Schmied, Hannes Mueller;  Ostberg, Sebastian;  Pokhrel, Yadu;  Satoh, Yusuke;  Wada, Yoshihide
Favorite  |  View/Download:10/0  |  Submit date:2019/05/22
State-of-the-art global models underestimate impacts from climate extremes 期刊论文
NATURE COMMUNICATIONS, 2019, 卷号: 10, 页码: 14
Authors:  Schewe, Jacob;  Gosling, Simon N.;  Reyer, Christopher;  Zhao, Fang;  Ciais, Philippe;  Elliott, Joshua;  Francois, Louis;  Huber, Veronika;  Lotze, Heike K.;  Seneviratne, Sonia, I;  van Vliet, Michelle T. H.;  Vautard, Robert;  Wada, Yoshihide;  Breuer, Lutz;  Buechner, Matthias;  Carozza, David A.;  Chang, Jinfeng;  Coll, Marta;  Deryng, Delphine;  de Wit, Allard;  Eddy, Tyler D.;  Folberth, Christian;  Frieler, Katja;  Friend, Andrew D.;  Gerten, Dieter;  Gudmundsson, Lukas;  Hanasaki, Naota;  Ito, Akihiko;  Khabarov, Nikolay;  Kim, Hyungjun;  Lawrence, Peter;  Morfopoulos, Catherine;  Mueller, Christoph;  Schmied, Hannes Mueller;  Orth, Rene;  Ostberg, Sebastian;  Pokhrel, Yadu;  Pugh, Thomas A. M.;  Sakurai, Gen;  Satoh, Yusuke;  Schmid, Erwin;  Stacke, Tobias;  Steenbeek, Jeroen;  Steinkamp, Joerg;  Tang, Qiuhong;  Tian, Hanqin;  Tittensor, Derek P.;  Volkholz, Jan;  Wang, Xuhui;  Warszawski, Lila
Favorite  |  View/Download:17/0  |  Submit date:2019/05/22
Evapotranspiration simulations in ISIMIP2a-Evaluation of spatio-temporal characteristics with a comprehensive ensemble of independent datasets 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 卷号: 13, 期号: 7, 页码: 20
Authors:  Wartenburger, Richard;  Seneviratne, Sonia, I;  Hirschi, Martin;  Chang, Jinfeng;  Ciais, Philippe;  Deryng, Delphine;  Elliott, Joshua;  Folberth, Christian;  Gosling, Simon N.;  Gudmundsson, Lukas;  Henrot, Alexandra-Jane;  Hickler, Thomas;  Ito, Akihiko;  Khabarov, Nikolay;  Kim, Hyungjun;  Leng, Guoyong;  Liu, Junguo;  Liu, Xingcai;  Masaki, Yoshimitsu;  Morfopoulos, Catherine;  Mueller, Christoph;  Schmied, Hannes Mueller;  Nishina, Kazuya;  Orth, Rene;  Pokhrel, Yadu;  Pugh, Thomas A. M.;  Satoh, Yusuke;  Schaphoff, Sibyll;  Schmid, Erwin;  Sheffield, Justin;  Stacke, Tobias;  Steinkamp, Joerg;  Tang, Qiuhong;  Thiery, Wim;  Wada, Yoshihide;  Wang, Xuhui;  Weedon, Graham P.;  Yang, Hong;  Zhou, Tian
Favorite  |  View/Download:16/0  |  Submit date:2019/05/23
ISIMIP2a  evapotranspiration  uncertainty  cluster analysis  hydrological extreme events  
The critical role of the routing scheme in simulating peak river discharge in global hydrological models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 卷号: 12, 期号: 7, 页码: 14
Authors:  Zhao, Fang;  Veldkamp, Ted I. E.;  Frieler, Katja;  Schewe, Jacob;  Ostberg, Sebastian;  Willner, Sven;  Schauberger, Bernhard;  Gosling, Simon N.;  Schmied, Hannes Mueller;  Portmann, Felix T.;  Leng, Guoyong;  Huang, Maoyi;  Liu, Xingcai;  Tang, Qiuhong;  Hanasaki, Naota;  Biemans, Hester;  Gerten, Dieter;  Satoh, Yusuke;  Pokhrel, Yadu;  Stacke, Tobias;  Ciais, Philippe;  Chang, Jinfeng;  Ducharne, Agnes;  Guimberteau, Matthieu;  Wada, Yoshihide;  Kim, Hyungjun;  Yamazaki, Dai
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
ISIMIP  global hydrological models  peak river discharge  river routing  flood  daily runoff  GRDC