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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 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  
Identification and application of the most suitable entropy model for precipitation complexity measurement 期刊论文
ATMOSPHERIC RESEARCH, 2019, 221: 88-97
作者:  Zhang, Liangliang;  Li, Heng;  Liu, Dong;  Fu, Qiang;  Li, Mo;  Faiz, Muhammad Abrar;  Khan, Muhammad Imran;  Li, Tianxiao
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
Precipitation  Complexity measurement  Entropy theory  Multi-model optimization  Impact factor  
An improved retrieval method of atmospheric parameter profiles based on the BP neural network 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 389-397
作者:  Zhao, Yuxin;  Zhou, Di;  Yan, Hualong
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Artificial neural network  Jacobian matrix  Layered retrieval method  Vertical temperature and water vapor profiles  
Optimization of high resolution COSMO model performance over Switzerland and Northern Italy 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 70-85
作者:  Voudouri, A.;  Khain, P.;  Carmona, I;  Avgoustoglou, E.;  Kaufmann, P.;  Grazzini, F.;  Bettems, J. M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm 期刊论文
ATMOSPHERIC RESEARCH, 2017, 197
作者:  Prasad, Ramendra;  Deo, Ravinesh C.;  Li, Yan;  Maraseni, Tek
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Wavelet-hybrid model  Streamflow forecasting  Drought in Murray-Darling Basin  Iterative input selection algorithm, MODWT  
Investigation of the N2O emission strength in the U. S. Corn Belt 期刊论文
ATMOSPHERIC RESEARCH, 2017, 194
作者:  Fu, Congsheng;  Lee, Xuhui;  Griffis, Timothy J.;  Dlugokencky, Edward J.;  Andrews, Arlyn E.
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Nitrous oxide  WRF-Chem  EDGAR42  Inverse analysis  Corn Belt  KCMP tower  
Objective calibration of numerical weather prediction models 期刊论文
ATMOSPHERIC RESEARCH, 2017, 190
作者:  Voudouri, A.;  Khain, P.;  Carmona, I.;  Bellprat, O.;  Grazzini, F.;  Avgoustoglou, E.;  Bettems, J. M.;  Kaufmann, P.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Modelling  Calibration  Numerical weather prediction  COSMO model