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Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions 期刊论文
ENVIRONMENT INTERNATIONAL, 2019, 卷号: 128, 页码: 310-323
Authors:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Urman, Robert;  Rappaport, Edward;  Ritz, Beate;  Franklin, Meredith;  Breton, Carrie;  Gilliland, Frank;  Habre, Rima
Favorite  |  View/Download:1/0  |  Submit date:2019/09/24
Air pollution  Nitrogen oxides  Spatiotemporal variability  Generalization  Machine learning  Cluster methods  
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
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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
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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:17/0  |  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
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Land use/cover change  Climate change  Runoff change  Markov  SWAT  Luanhe River basin  
Predictive performance of NMME seasonal forecasts of global precipitation: A spatial-temporal perspective 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570, 页码: 17-25
Authors:  Zhao, Tongtiegang;  Zhang, Yongyong;  Chen, Xiaohong
Favorite  |  View/Download:7/0  |  Submit date:2019/05/22
Global climate model  Seasonal forecasts  Precipitation  Anomaly correlation  North American Multi-Model Ensemble  
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:12/0  |  Submit date:2019/05/22
performance  multi-model ensemble (MME)  RCP  Lower Mekong Basin  
Climate change impact and adaptation for wheat protein 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 卷号: 25, 期号: 1, 页码: 155-173
Authors:  Asseng, Senthold;  Martre, Pierre;  Maiorano, Andrea;  Roetter, Reimund P.;  O'Leary, Garry J.;  Fitzgerald, Glenn J.;  Girousse, Christine;  Motzo, Rosella;  Giunta, Francesco;  Babar, M. Ali;  Reynolds, Matthew P.;  Kheir, Ahmed M. S.;  Thorburn, Peter J.;  Waha, Katharina;  Ruane, Alex C.;  Aggarwal, Pramod K.;  Ahmed, Mukhtar;  Balkovic, Juraj;  Basso, Bruno;  Biernath, Christian;  Bindi, Marco;  Cammarano, Davide;  Challinor, Andrew J.;  De Sanctis, Giacomo;  Dumont, Benjamin;  Rezaei, Ehsan Eyshi;  Fereres, Elias;  Ferrise, Roberto;  Garcia-Vila, Margarita;  Gayler, Sebastian;  Gao, Yujing;  Horan, Heidi;  Hoogenboom, Gerrit;  Izaurralde, R. Cesar;  Jabloun, Mohamed;  Jones, Curtis D.;  Kassie, Belay T.;  Kersebaum, Kurt-Christian;  Klein, Christian;  Koehler, Ann-Kristin;  Liu, Bing;  Minoli, Sara;  San Martin, Manuel Montesino;  Mueller, Christoph;  Kumar, Soora Naresh;  Nendel, Claas;  Olesen, Jorgen Eivind;  Palosuo, Taru;  Porter, John R.;  Priesack, Eckart;  Ripoche, Dominique;  Semenov, Mikhail A.;  Stockle, Claudio;  Stratonovitch, Pierre;  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;  Ewert, Frank
Favorite  |  View/Download:30/0  |  Submit date:2019/05/23
climate change adaptation  climate change impact  food security  grain protein  wheat  
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:15/0  |  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:11/0  |  Submit date:2019/05/23