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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
Methodology for optimizing a photosynthetically active radiation monitoring network from satellite-derived estimations: A case study over mainland Spain 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 227-239
作者:  Vindel, J. M.;  Valenzuela, R. X.;  Navarro, A. A.;  Zarzalejo, L. F.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Photosynthetically active radiation  Clustering analysis  K-means algorithm  
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  
Comparison and optimization of radar-based hail detection algorithms in Slovenia 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 275-285
作者:  Strzinar, Gregor;  Skok, Gregor
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Hail  Radar  Slovenia  Optimization  
Optimization and evaluation of multi-bed adsorbent tube method in collection of volatile organic compounds 期刊论文
ATMOSPHERIC RESEARCH, 2018, 202: 187-195
作者:  Ho, Steven Sai Hang;  Wang, Liqin;  Chow, Judith C.;  Watson, John G.;  Xue, Yonggang;  Huang, Yu;  Qu, Linli;  Li, Bowei;  Dai, Wenting;  Li, Lijuan;  Cao, Junji
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
VOCs  Method optimization  Thermal desorption  Adsorbent tube  Ozone precursor