Hybrid algorithm for short-term forecasting of PM2.5 in China
Author:
Funder
National Natural Science Foundation of China
Natural Science Foundation of Shanxi Province
Publisher
Elsevier BV
Subject
Atmospheric Science,General Environmental Science
Reference36 articles.
1. Support vector machine regression (svr/ls-svm)—an alternative to neural networks (ann) for analytical chemistry? comparison of nonlinear methods on near infrared (nir) spectroscopy data;Balabin;Analyst,2011
2. The impact of the "air pollution prevention and control action plan" on pm2.5 concentrations in jing-jin-ji region during 2012-2020;Cai;Sci. Total Environ.,2017
3. Wrf modeling of pm2.5 remediation by salscs and its clean air flow over beijing terrain;Cao;Sci. Total Environ.,2018
4. Combined gamma and m-test-based ann and arima models for groundwater fluctuation forecasting in semiarid regions;Choubin;Environmental Earth Sciences,2017
5. Neural network model for the prediction of pm10 daily concentrations in two sites in the western mediterranean;De;Sci. Total Environ.,2013
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