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Atmospheric heating rate due to black carbon aerosols: Uncertainties and impact factors 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Lu, Qiao;  Liu, Chao;  Zhao, Delong;  Zeng, Chen;  Li, Jing;  Lu, Chunsong;  Wang, Jiandong;  Zhu, Bin
收藏  |  浏览/下载：36/0  |  提交时间：2020/08/18
Black carbon  Radiative forcing  Heating rate  Vertical distribution  
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  
Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Characterizing three types of negative narrow bipolar events in thunderstorms 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 263-279
作者:  Bandara, Sampath;  Marshall, Thomas;  Karunarathne, Sumedhe;  Karunarathne, Nilmini;  Siedlecki, Raymond;  Stolzenburg, Maribeth
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Narrow bipolar event  Lightning  Lightning initiation  Initial breakdown pulses  
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  
Black carbon aerosol in India: A comprehensive review of current status and future prospects 期刊论文
ATMOSPHERIC RESEARCH, 2019, 218: 207-230
作者:  Rana, Archita;  Jia, Shiguo;  Sarkar, Sayantan
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Black carbon (BC)  Brown carbon (BrC)  Emission inventory  Radiative forcing  Source apportionment  India  
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  
Improvement of rainfall estimation from MSG data using Random Forests classification and regression 期刊论文
ATMOSPHERIC RESEARCH, 2018, 211: 62-72
作者:  Ouallouche, Fethi;  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Rainfall estimation  Learning machine  Random Forest (RF)  Meteosat Second Generation (MSG)