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Developing a novel hybrid model for the estimation of surface 8 h ozone (O-3) across the remote Tibetan Plateau during 2005-2018 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (10) : 6159-6175
作者:  Li, Rui;  Zhao, Yilong;  Zhou, Wenhui;  Meng, Ya;  Zhang, Ziyu;  Fu, Hongbo
收藏  |  浏览/下载：11/0  |  提交时间：2020/06/01
Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
Estimating ground-level CO concentrations across China based on the national monitoring network and MOPITT: potentially overlooked CO hotspots in the Tibetan Plateau 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (19) : 12413-12430
作者:  Liu, Dongren;  Di, Baofeng;  Luo, Yuzhou;  Deng, Xunfei;  Zhang, Hanyue;  Yang, Fumo;  Grieneisen, Michael L.;  Zhan, Yu
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Application of machine learning to large hail prediction - The importance of radar reflectivity, lightning occurrence and convective parameters derived from ERA5 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 249-262
作者:  Czernecki, Bartosz;  Taszarek, Mateusz;  Marosz, Michal;  Polrolniczak, Marek;  Kolendowicz, Leszek;  Wyszogrodzki, Andrzej;  Szturc, Jan
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Large hail  Forecasting  Thunderstorm  Machine learning  ERAS  EUCLID  ESWD  
Assessing the impact of clean air action on air quality trends in Beijing using a machine learning technique 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (17) : 11303-11314
作者:  Vu, Tuan V.;  Shi, Zongbo;  Cheng, Jing;  Zhang, Qiang;  He, Kebin;  Wang, Shuxiao;  Harrison, Roy M.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
A MCDM-based framework for selection of general circulation models and projection of spatio-temporal rainfall changes: A case study of Nigeria 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 1-16
作者:  Shiru, Mohammed Sanusi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Alias, Noraliani;  Scherer, Laura
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
Feature selection method  General circulation model  Information entropy  Statistical downscaling  Random forest  
Climate modulation of Nino3.4 SST-anomalies on air quality change in southern China: Application to seasonal forecast of haze pollution 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 157-164
作者:  Cheng, Xugeng;  Boiyo, Richard;  Zhao, Tianliang;  Xu, Xiangde;  Gong, Sunling;  Xie, Xiaoning;  Shang, Ke
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Air quality  Haze  Southern China  Random forest  SSTA  
Prediction of heat waves in Pakistan using quantile regression forests 期刊论文
ATMOSPHERIC RESEARCH, 2019, 221: 1-11
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Juneng, Liew;  Ahmed, Kamal;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/26
Extreme temperature  Heat waves  Synoptic climate  Quantile regression forest  Pakistan  
Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (2) : 1097-1113
作者:  Park, Seohui;  Shin, Minso;  Im, Jungho;  Song, Chang-Keun;  Choi, Myungje;  Kim, Jhoon;  Lee, Seungun;  Park, Rokjin;  Kim, Jiyoung;  Lee, Dong-Won;  Kim, Sang-Kyun
收藏  |  浏览/下载：13/0  |  提交时间：2019/04/09
Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF