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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  
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  
Intercomparison of global river discharge simulations focusing on dam operation-multiple models analysis in two case-study river basins, Missouri-Mississippi and Green-Colorado 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 卷号: 12, 期号: 5, 页码: 16
Authors:  Masaki, Yoshimitsu;  Hanasaki, Naota;  Biemans, Hester;  Schmied, Hannes Muller;  Tang, Qiuhong;  Wada, Yoshihide;  Gosling, Simon N.;  Takahashi, Kiyoshi;  Hijioka, Yasuaki
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
river discharge  reservoir  flow regimes  flood control  
Multimodel uncertainty changes in simulated river flows induced by human impact parameterizations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 卷号: 12, 期号: 2, 页码: 10
Authors:  Liu, Xingcai;  Tang, Qiuhong;  Cui, Huijuan;  Mu, Mengfei;  Gerten, Dieter;  Gosling, Simon N.;  Masaki, Yoshimitsu;  Satoh, Yusuke;  Wada, Yoshihide
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
uncertainty  global hydrological model  human impact parameterizations  multimodel approach