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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：11/0  |  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  
Characteristics and source apportionment of ambient single particles in Tianjin, China: The close association between oxalic acid and biomass burning 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Xu, Jiao;  Tian, Yingze;  Cheng, Chunlei;  Wang, Chuang;  Lin, Qiuju;  Li, Mei;  Wang, Xiaofei;  Shi, Guoliang
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Single particle  Oxalic acid  Biomass burning  Source contribution  PMF  SPAMS  
Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Ahmed, Kamal;  Sachindra, D. A.;  Shahid, Shamsuddin;  Iqbal, Zafar;  Nawaz, Nadeem;  Khan, Najeebullah
收藏  |  浏览/下载：16/0  |  提交时间：2020/07/02
General circulation models  Multi-model ensemble  Taylor skill score  Machine learning algorithms  Temperature and precipitation  Pakistan  
Relating anomalous large-scale atmospheric circulation patterns to temperature and precipitation anomalies in the East Asian monsoon region 期刊论文
ATMOSPHERIC RESEARCH, 2020, 232
作者:  Yang, Ye;  Gao, Meng;  Xie, Naru;  Gao, Zhiqiang
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Atmospheric circulation patterns  Self-organizing map  Temperature and precipitation anomalies  East Asian Monsoon  
Linear correction method for improved atmospheric vertical profile retrieval based on ground-based microwave radiometer 期刊论文
ATMOSPHERIC RESEARCH, 2020, 232
作者:  Zhao, Yuxin;  Yan, Hualong;  Wu, Peng;  Zhou, Di
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Atmospheric profile retrieval  Brightness temperature correction  Linear regression  Vertical temperature  Water vapor profiles  
SOM-based synoptic analysis of atmospheric circulation patterns and temperature anomalies in China 期刊论文
ATMOSPHERIC RESEARCH, 2019, 220: 46-56
作者:  Gao, Meng;  Yang, Ye;  Shi, Honghua;  Gao, Zhiqiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Atmospheric circulation  Self-organizing map  Temperature anomaly  Quantitative partition  Teleconnection  
Improving ECMWF-based 6-hours maximum rain using instability indices and neural networks 期刊论文
ATMOSPHERIC RESEARCH, 2019, 217: 184-197
作者:  Manzato, Agostino;  Pucillo, Arturo;  Cicogna, Andrea
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
6-Hour rain forecast  ECMWF downscaling  Neural networks  
Performance of satellite-based and GPCC 7.0 rainfall products in an extremely data-scarce country in the Nile Basin 期刊论文
ATMOSPHERIC RESEARCH, 2019, 215: 128-140
作者:  Basheer, Mohammed;  Elagib, Nadir Ahmed
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Point-to-pixel  Satellite-based rainfall  Data scarcity  Nile Basin: Africa  South Sudan  
A tropical cyclone similarity search algorithm based on deep learning method 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 386-398
作者:  Wang, Yu;  Han, Lei;  Lin, Yin-Jing;  Shen, Yue;  Zhang, Wei
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Tropical cyclone track forecasting  Deep learning  Weather circulation  Feature extraction  
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