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Development of advanced artificial intelligence models for daily rainfall prediction 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Binh Thai Pham;  Lu Minh Le;  Tien-Thinh Le;  Kien-Trinh Thi Bui;  Vuong Minh Le;  Hai-Bang Ly;  Prakash, Indra
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
Rainfall  Artificial Neural Networks  Robustness analysis  Support Vector Machines  Adaptive Network based Fuzzy Inference System  Particle Swarm Optimization  
Assessing the sensitivity of land-atmosphere coupling strength to boundary and surface layer parameters in the WRF model over Amazon 期刊论文
ATMOSPHERIC RESEARCH, 2020, 234
作者:  Wang, Chen;  Qian, Yun;  Duan, Qingyun;  Huang, Maoyi;  Berg, Larry K.;  Shin, Hyeyum H.;  Feng, Zhe;  Yang, Ben;  Quan, Jiping;  Hong, Songyou;  Yan, Junhua
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
L-A coupling strength  Amazon region  WRF model  Model uncertainties  Parameter sensitivity analysis  
Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman-Inspired Proposal Distribution 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhang, Jiangjiang;  Vrugt, Jasper A.;  Shi, Xiaoqing;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
Sensitivity Analysis-Based Automatic Parameter Calibration of the VIC Model for Streamflow Simulations Over China 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Gou, Jiaojiao;  Miao, Chiyuan;  Duan, Qingyun;  Tang, Qiuhong;  Di, Zhenhua;  Liao, Weihong;  Wu, Jingwen;  Zhou, Rui
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
Two Improvements to Gardner's Method of Measuring the Hydraulic Conductivity of Non-saturated Media: Accounting for Impedance Effects and Non-constant Imposed Suction Increment 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Stanic, Filip;  Delage, Pierre;  Cui, Yu-Jun;  De Laure, Emmanuel;  Versini, Pierre-Antoine;  Schertzer, Daniel;  Tchiguirinskaia, Ioulia
收藏  |  浏览/下载:1/0  |  提交时间:2020/07/02
Thermal, Moisture, and Solute Transport Responses Effects on Unsaturated Soil Hydraulic Parameters Estimation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11225-11249
作者:  Lemoubou, Ernest Leontin;  Kamdem, Herve Thierry Tagne;  Bogning, Jean Roger;  Tonnang, Edouard Henri Zefack
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/16
transport responses  intercomparison analysis  hydraulic parameters  inverse modeling  spectral element method  
Data Assimilation and Online Parameter Optimization in Groundwater Modeling Using Nested Particle Filters 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ramgraber, M.;  Albert, C.;  Schirmer, M.
收藏  |  浏览/下载:4/0  |  提交时间:2020/02/16
particle filter  data assimilation  parameter optimization  hyperparameters  Bayesian  groundwater  
Seasonal Hydropower Planning for Data-Scarce Regions Using Multimodel Ensemble Forecasts, Remote Sensing Data, and Stochastic Programming 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Koppa, Akash;  Gebremichael, Mekonnen;  Zambon, Renato C.;  Yeh, William W-G;  Hopson, Thomas M.
收藏  |  浏览/下载:5/0  |  提交时间:2020/02/16
hydropower planning  ensemble forecasting  remote sensing  data-scarce regions  taxonomy  taxonomy numbers  
Hierarchy of calibrated global models reveals improved distributions and fluxes of biogeochemical tracers in models with explicit representation of iron 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Yao, Wanxuan;  Kvale, Karin F.;  Achterberg, Eric;  Koeve, Wolfgang;  Oschlies, Andreas
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
iron model  nutrient pathways  scavenging  calibration  
Improving WRF model turbine-height wind-speed forecasting using a surrogate- based automatic optimization method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 1-16
作者:  Di, Zhenhua;  Ao, Juan;  Duan, Qingyun;  Wang, Jin;  Gong, Wei;  Shen, Chenwei;  Gan, Yanjun;  Liu, Zhao
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
WRF  Parameter optimization  Surrogate modeling-based optimization  Turbine-height wind-speed forecasting