Identification and Analysis of Nitrogen Dioxide Concentration for Air Quality Prediction Using Seasonal Autoregression Integrated with Moving Average

2020 ◽  
Vol 4 (2) ◽  
pp. 137-146
Author(s):  
S. R. Mani Sekhar ◽  
G. M. Siddesh ◽  
Anjaneya Tiwari ◽  
Anay Khator ◽  
Robin Singh
Keyword(s):  
Air Quality ◽  
Nitrogen Dioxide ◽  
Moving Average ◽  
Quality Prediction ◽  
Air Quality Prediction

scholarly journals A Survey On Air Quality Prediction Using Traditional Statistics Method

2020 ◽  
pp. 942-946
Author(s):  
S. Karthikeyani ◽  
S. Rathi
Keyword(s):  
Air Quality ◽  
Air Pollutants ◽  
Meteorological Parameters ◽  
Moving Average ◽  
Quality Prediction ◽  
Atmospheric Air ◽  
Air Quality Prediction ◽  
Naive Method ◽  
Auto Regressive ◽  
Weighted Moving Average

Air pollution is the release of pollutants into the atmospheric air which are harmful to human health and the planet as a whole. Car emissions, dust, pollen, chemicals from factories and mold spores may be suspended as a particle. In this survey, the analyzes are made revolving on air quality prediction using the traditional statistics method. The prediction using air pollutants are PM2.5, PM10, NO2, NOx, NO, SO2, CO, O3 and meteorological parameters such as Absolute Temparathure(AT) and Relative Humidity(RH). In this comparison experiments, common predicted algorithms are Naive Method, Auto-Regressive Integrated Moving Average(ARIMA), Exponentially Weighted Moving Average(EWMA), Linear Regression(LR), LSTM model, Prophet Model are analyzed.

scholarly journals Research on air quality prediction method in Hangzhou based on machine learning

2021 ◽  
Vol 2010 (1) ◽  
pp. 012011
Author(s):  
Zhongjie Fu ◽  
Haiping Lin ◽  
Bingqiang Huang ◽  
Jiana Yao
Keyword(s):  
Machine Learning ◽  
Air Quality ◽  
Prediction Method ◽  
Quality Prediction ◽  
Air Quality Prediction

The use of MODIS data and aerosol products for air quality prediction

2004 ◽  
Vol 38 (30) ◽  
pp. 5057-5070 ◽  
Author(s):  
Keith D. Hutchison ◽  
Solar Smith ◽  
Shazia Faruqui
Keyword(s):  
Air Quality ◽  
Quality Prediction ◽  
Modis Data ◽  
Air Quality Prediction
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