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Simulation of maize evapotranspiration: An inter-comparison among 29 maize models 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 271, 页码: 264-284
Authors:  Kimball, Bruce A.;  Boote, Kenneth J.;  Hatfield, Jerry L.;  Ahuja, Laj R.;  Stockle, Claudio;  Archontoulis, Sotirios;  Baron, Christian;  Basso, Bruno;  Bertuzzi, Patrick;  Constantin, Julie;  Deryng, Delphine;  Dumont, Benjamin;  Durand, Jean-Louis;  Ewert, Frank;  Gaiser, Thomas;  Gayler, Sebastian;  Hoffmann, Munir P.;  Jiang, Qianjing;  Kim, Soo-Hyung;  Lizaso, Jon;  Moulin, Sophie;  Nendel, Claas;  Parker, Philip;  Palosuo, Taru;  Priesack, Eckart;  Qi, Zhiming;  Srivastava, Amit;  Stella, Tommaso;  Tao, Fulu;  Thorp, Kelly R.;  Timlin, Dennis;  Twine, Tracy E.;  Webber, Heidi;  Willaume, Magali;  Williams, Karina
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Maize  Simulation  Evapotranspiration  Water use  Model  Yield  
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:10/0  |  Submit date:2019/05/22
Machine learning  Model weighting  Gene expression programming  Global hydrological models  Optimisation  
Global wheat production with 1.5 and 2.0 degrees C above pre-industrial warming 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 卷号: 25, 期号: 4, 页码: 1428-1444
Authors:  Liu, Bing;  Martre, Pierre;  Ewert, Frank;  Porter, John R.;  Challinor, Andy J.;  Mueller, Christoph;  Ruane, Alex C.;  Waha, Katharina;  Thorburn, Peter J.;  Aggarwal, Pramod K.;  Ahmed, Mukhtar;  Balkovic, Juraj;  Basso, Bruno;  Biernath, Christian;  Bindi, Marco;  Cammarano, Davide;  De Sanctis, Giacomo;  Dumont, Benjamin;  Espadafor, Monica;  Rezaei, Ehsan Eyshi;  Ferrise, Roberto;  Garcia-Vila, Margarita;  Gayler, Sebastian;  Gao, Yujing;  Horan, Heidi;  Hoogenboom, Gerrit;  Izaurralde, Roberto C.;  Jones, Curtis D.;  Kassie, Belay T.;  Kersebaum, Kurt C.;  Klein, Christian;  Koehler, Ann-Kristin;  Maiorano, Andrea;  Minoli, Sara;  San Martin, Manuel Montesino;  Kumar, Soora Naresh;  Nendel, Claas;  O'Leary, Garry J.;  Palosuo, Taru;  Priesack, Eckart;  Ripoche, Dominique;  Roetter, Reimund P.;  Semenov, Mikhail A.;  Stockle, Claudio;  Streck, Thilo;  Supit, Iwan;  Tao, Fulu;  Van der Velde, Marijn;  Wallach, Daniel;  Wang, Enli;  Webber, Heidi;  Wolf, Joost;  Xiao, Liujun;  Zhang, Zhao;  Zhao, Zhigan;  Zhu, Yan;  Asseng, Senthold
Favorite  |  View/Download:18/0  |  Submit date:2019/05/22
1.5 degrees C warming  climate change  extreme low yields  food security  model ensemble  wheat production  
Impacts of future land cover and climate changes on runoff in the mostly afforested river basin in North China 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570, 页码: 201-219
Authors:  Yang, Wenting;  Long, Di;  Bai, Peng
Favorite  |  View/Download:13/0  |  Submit date:2019/05/22
Land use/cover change  Climate change  Runoff change  Markov  SWAT  Luanhe River basin  
Assessing the Performance of CMIP5 GCMs for Projection of Future Temperature Change over the Lower Mekong Basin 期刊论文
ATMOSPHERE, 2019, 卷号: 10, 期号: 2, 页码: 24
Authors:  Ruan, Yunfeng;  Liu, Zhaofei;  Wang, Rui;  Yao, Zhijun
Favorite  |  View/Download:13/0  |  Submit date:2019/05/22
performance  multi-model ensemble (MME)  RCP  Lower Mekong Basin  
Understanding the Australian Monsoon change during the Last Glacial Maximum with a multi-model ensemble 期刊论文
CLIMATE OF THE PAST, 2018, 卷号: 14, 期号: 12, 页码: 2037-2052
Authors:  Yan, Mi;  Wang, Bin;  Liu, Jian;  Zhu, Axing;  Ning, Liang;  Cao, Jian
Favorite  |  View/Download:16/0  |  Submit date:2019/05/23
Snow Hydrology in the Upper Yellow River Basin Under Climate Change: A Land Surface Modeling Perspective 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 卷号: 123, 期号: 22, 页码: 12676-12691
Authors:  Liu, Wenbin;  Wang, Lei;  Sun, Fubao;  Li, Zehua;  Wang, Hong;  Liu, Jiahong;  Yang, Tao;  Zhou, Jing;  Qi, Jia
Favorite  |  View/Download:12/0  |  Submit date:2019/05/23
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
Authors:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
Favorite  |  View/Download:7/0  |  Submit date:2019/05/23
GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data 期刊论文
EUROPEAN JOURNAL OF AGRONOMY, 2018, 卷号: 101, 页码: 163-173
Authors:  Chen, Yi;  Zhang, Zhao;  Tao, Fulu
Favorite  |  View/Download:5/0  |  Submit date:2019/05/23
Winter wheat  Leaf area index (LAI)  Spatial differences  Data assimilation  MCWLA-Wheat model  Yield estimation  
Multimodel ensembles improve predictions of crop-environment-management interactions 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 11, 页码: 5072-5083
Authors:  Wallach, Daniel;  Martre, Pierre;  Liu, Bing;  Asseng, Senthold;  Ewert, Frank;  Thorburn, Peter J.;  van Ittersum, Martin;  Aggarwal, Pramod K.;  Ahmed, Mukhtar;  Basso, Bruno;  Biernath, Christian;  Cammarano, Davide;  Challinor, Andrew J.;  De Sanctis, Giacomo;  Dumont, Benjamin;  Rezaei, Ehsan Eyshi;  Fereres, Elias;  Fitzgerald, Glenn J.;  Gao, Y.;  Garcia-Vila, Margarita;  Gayler, Sebastian;  Girousse, Christine;  Hoogenboom, Gerrit;  Horan, Heidi;  Izaurralde, Roberto C.;  Jones, Curtis D.;  Kassie, Belay T.;  Kersebaum, Kurt C.;  Klein, Christian;  Koehler, Ann-Kristin;  Maiorano, Andrea;  Minoli, Sara;  Mueller, Christoph;  Kumar, Soora Naresh;  Nendel, Claas;  O'Leary, Garry J.;  Palosuo, Taru;  Priesack, Eckart;  Ripoche, Dominique;  Roetter, Reimund P.;  Semenov, Mikhail A.;  Stockle, Claudio;  Stratonovitch, Pierre;  Streck, Thilo;  Supit, Iwan;  Tao, Fulu;  Wolf, Joost;  Zhang, Zhao
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
climate change impact  crop models  ensemble mean  ensemble median  multimodel ensemble  prediction