Related references
Note: Only part of the references are listed.A new approach combining a simplified FLEXPART model and a Bayesian-RAT method for forecasting PM10 and PM2.5
Lifeng Guo et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2020)
An enhanced interval PM2.5 concentration forecasting model based on BEMD and MLPI with influencing factors
Zicheng Wang et al.
ATMOSPHERIC ENVIRONMENT (2020)
An innovative hybrid model based on outlier detection and correction algorithm and heuristic intelligent optimization algorithm for daily air quality index forecasting
Jianzhou Wang et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2020)
Hourly PM2.5 concentration forecast using stacked autoencoder model with emphasis on seasonality
Yun Bai et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Forecasting PM10 in the Bay of Algeciras Based on Regression Models
Jose Carlos Palomares-Salas et al.
SUSTAINABILITY (2019)
Hybrid deep learning and empirical mode decomposition model for time series applications
Hao-Fan Yang et al.
EXPERT SYSTEMS WITH APPLICATIONS (2019)
Determinants of haze pollution: An analysis from the perspective of spatiotemporal heterogeneity
Feng Dong et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Application of a Hybrid Model Based on Echo State Network and Improved Particle Swarm Optimization in PM2.5 Concentration Forecasting: A Case Study of Beijing, China
Xinghan Xu et al.
SUSTAINABILITY (2019)
A review of artificial neural network models for ambient air pollution prediction
Sheen Mclean Cabaneros et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2019)
Short-term PM2.5 forecasting based on CEEMD-RF in five cities of China
Da Liu et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2019)
Designing fuzzy time series forecasting models: A survey
Mahua Bose et al.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (2019)
Lidar data assimilation method based on CRTM and WRF-Chem models and its application in PM2.5 forecasts in Beijing
Xinghong Cheng et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Markov Chain Model Development for Forecasting Air Pollution Index of Miri, Sarawak
Nurul Nnadiah Zakaria et al.
SUSTAINABILITY (2019)
Research and application of the hybrid forecasting model based on secondary denoising and multi-objective optimization for air pollution early warning system
Jianzhou Wang et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Daily urban air quality index forecasting based on variational mode decomposition, sample entropy and LSTM neural network
Qunli Wu et al.
SUSTAINABLE CITIES AND SOCIETY (2019)
Novel analysis-forecast system based on multi-objective optimization for air quality index
Hongmin Li et al.
JOURNAL OF CLEANER PRODUCTION (2019)
A hybrid PSO-SVM model based on clustering algorithm for short-term atmospheric pollutant concentration forecasting
Shuixia Chen et al.
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2019)
The combination of interval forecasts in tourism
Gang Li et al.
ANNALS OF TOURISM RESEARCH (2019)
PM2.5 forecasting using SVR with PSOGSA algorithm based on CEEMD, GRNN and GCA considering meteorological factors
Suling Zhu et al.
ATMOSPHERIC ENVIRONMENT (2018)
Efficiency evaluation based on data envelopment analysis in the big data context
Qingyuan Zhu et al.
COMPUTERS & OPERATIONS RESEARCH (2018)
Autoencoder-based deep belief regression network for air particulate matter concentration forecasting
Jingjing Xie et al.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2018)
Prediction of daily PM2.5 concentration in China using partial differential equations
Yufang Wang et al.
PLOS ONE (2018)
Development of a stacked ensemble model for forecasting and analyzing daily average PM2.5 concentrations in Beijing, China
Binxu Zhai et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2018)
A Hybrid Forecasting Approach to Air Quality Time Series Based on Endpoint Condition and Combined Forecasting Model
Jiaming Zhu et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2018)
A Big Data-as-a-Service Framework: State-of-the-Art and Perspectives
Xiaokang Wang et al.
IEEE TRANSACTIONS ON BIG DATA (2018)
Interval decomposition ensemble approach for crude oil price forecasting
Shaolong Sun et al.
ENERGY ECONOMICS (2018)
Forecasting Chinese CO2 emissions from fuel combustion using a novel grey multivariable model
Song Ding et al.
JOURNAL OF CLEANER PRODUCTION (2017)
How would big data support societal development and environmental sustainability? Insights and practices
Malin Song et al.
JOURNAL OF CLEANER PRODUCTION (2017)
CTS-DP: Publishing correlated time-series data via differential privacy
Hao Wang et al.
KNOWLEDGE-BASED SYSTEMS (2017)
A theoretical method of environmental performance evaluation in the context of big data
Malin Song et al.
PRODUCTION PLANNING & CONTROL (2017)
The analysis and application of a new hybrid pollutants forecasting model using modified Kolmogorov-Zurbenko filter
Peizhi Li et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2017)
Estimating the contribution of regional transport to PM2.5 air pollution in a rural area on the North China Plain
Dongsheng Chen et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2017)
A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine
Deyun Wang et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2017)
Interval-valued time series forecasting using a novel hybrid HoltI and MSVR model
Tao Xiong et al.
ECONOMIC MODELLING (2017)
Regionalized PM2.5 Community Multiscale Air Quality model performance evaluation across a continuous spatiotemporal domain
Jeanette M. Reyes et al.
ATMOSPHERIC ENVIRONMENT (2017)
Forecasting PM10 in Algiers: efficacy of multilayer perceptron networks
Hamza Abderrahim et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2016)
Evaluation of control strategies for industrial air pollution sources using American Meteorological Society/Environmental Protection Agency Regulatory Model with simulated meteorology by Weather Research and Forecasting Model
Awkash Kumar et al.
JOURNAL OF CLEANER PRODUCTION (2016)
Air pollutants concentrations forecasting using back propagation neural network based on wavelet decomposition with meteorological conditions
Yun Bai et al.
ATMOSPHERIC POLLUTION RESEARCH (2016)
Regional PM2.5 and asthma morbidity in an agricultural community: A panel study
Christine Loftus et al.
ENVIRONMENTAL RESEARCH (2015)
Addressing Global Mortality from Ambient PM2.5
Joshua S. Apte et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2015)
The contribution of outdoor air pollution sources to premature mortality on a global scale
J. Lelieveld et al.
NATURE (2015)
Health impacts and economic losses assessment of the 2013 severe haze event in Beijing area
Meng Gao et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2015)
Modeling and forecasting daily movement of ambient air mean PM2.5 concentration based on the elliptic orbit model with weekly quasi-periodic extension: a case study
Zong-chang Yang
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2014)
Multi-step-ahead time series prediction using multiple-output support vector regression
Yukun Bao et al.
NEUROCOMPUTING (2014)
A hybrid model for PM2.5 forecasting based on ensemble empirical mode decomposition and a general regression neural network
Qingping Zhou et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2014)
Bivariate empirical mode decomposition
Gabriel Rilling et al.
IEEE SIGNAL PROCESSING LETTERS (2007)
Comparison of ozone simulations using MM5 and CALMET/MM5 hybrid meteorological COOS fields for the July/August 2000 episode
B Jackson et al.
ATMOSPHERIC ENVIRONMENT (2006)
Statistical analysis of environmental data as the basis of forecasting: an air quality application
T Slini et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2002)