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Performance Assessment of Model Averaging Techniques to Reduce Structural Uncertainty of Groundwater Modeling 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022
作者:  Jafarzadeh, Ahmad;  Khashei-Siuki, Abbas;  Pourreza-Bilondi, Mohsen
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
Mathematical model uncertainty  Mesh less  Radial interpolation method  Consensus prediction  Weight estimation  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
A probabilistic Bayesian framework to deal with the uncertainty in hydro-climate projection of Zayandeh-Rud River Basin 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 144, 期号: 3-4, 页码: 847-860
作者:  Alinezhad, Ali;  Gohari, Alireza;  Eslamian, Saeid;  Saberi, Zahra
收藏  |  浏览/下载：1/0  |  提交时间：2021/07/30
Estimating evapotranspiration by coupling Bayesian model averaging methods with machine learning algorithms 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 3
作者:  Yang, Yong;  Sun, Huaiwei;  Xue, Jie;  Liu, Yi;  Liu, Luguang;  Yan, Dong;  Gui, Dongwei
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Evapotranspiration  Surface energy balance  Bayesian model averaging (BMA)  Machine learning  Landsat  
考虑CO_2浓度影响的中国未来干旱趋势变化 期刊论文
发表期刊: 农业工程学报. 出版年: 2021, 卷号: 37, 期号: 1
作者:  张更喜;  粟晓玲;  刘文斐
收藏  |  浏览/下载：11/0  |  提交时间：2021/08/05
SPEI  drought  evapotranspiration  SPEI  carbon dioxide  climate scenarios  
Intercomparison of multiple statistical methods in post-processing ensemble precipitation and temperature forecasts 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2020, 卷号: 27, 期号: 4
作者:  Li, Xiangquan;  Chen, Jie;  Xu, Chong-Yu;  Chen, Hua;  Guo, Shenglian
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
ensemble weather forecasting  Global Ensemble Forecasting System (GEFS)  post-processing  method comparison  Bayesian model averaging  
Potential future changes of terrestrial water storage based on climate projections by ensemble model simulations 期刊论文
发表期刊: ADVANCES IN WATER RESOURCES. 出版年: 2020, 卷号: 142
作者:  Jia, Binghao;  Cai, Ximing;  Zhao, Fang;  Liu, Jianguo;  Chen, Si;  Luo, Xin;  Xie, Zhenghui;  Xu, Jianhui
收藏  |  浏览/下载：9/0  |  提交时间：2021/01/07
Terrestrial water storage  Future projections  Bayesian model averaging  Ensemble simulations  Representative Concentration Pathway  
Spatiotemporal characteristics of future changes in precipitation and temperature in Central Asia 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2019, 卷号: 39, 期号: 3, 页码: 1571-1588
作者:  Luo, Min;  Liu, Tie;  Meng, Fanhao;  Duan, Yongchao;  Bao, Anming;  Frankl, Amaury;  De Maeyer, Philippe
收藏  |  浏览/下载：30/0  |  提交时间：2019/11/29
Central Asia  climate change  downscaling  general circulation model  
An evaluation of two statistical downscaling models for downscaling monthly precipitation in the Heihe River basin of China 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2019, 卷号: 138, 期号: 3-4, 页码: 1913-1923
作者:  Su, Haifeng;  Xiong, Zhe;  Yan, Xiaodong;  Dai, Xingang
收藏  |  浏览/下载：12/0  |  提交时间：2020/03/23
Improving Estimation of Cropland Evapotranspiration by the Bayesian Model Averaging Method with Surface Energy Balance Models 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2019, 卷号: 10, 期号: 4
作者:  Sun, Huaiwei;  Yang, Yong;  Wu, Ruiying;  Gui, Dongwei;  Xue, Jie;  Liu, Yi;  Yan, Dong
收藏  |  浏览/下载：20/0  |  提交时间：2019/11/29
evapotranspiration  model average  Bayesian model averaging (BMA)  remote sensing  Landsat 8