Comparison of Nitrogen Dioxide Predictions During a Pandemic and Non-pandemic Scenario in the City of Madrid using a Convolutional LSTM Network

Features Exploration from Datasets Vision in Air Quality Prediction Domain

(2021) Ditsuhi Iskandaryan et al.   Atmosphere

Predicting concentration levels of air pollutants by transfer learning and recurrent neural network

(2020) Iat Hang Fong et al.   KNOWLEDGE-BASED SYSTEMS

A long short-term memory approach to predicting air quality based on social media data

(2020) Weixin Zhai et al.   ATMOSPHERIC ENVIRONMENT

Modelling of Urban Air Pollutant Concentrations with Artificial Neural Networks Using Novel Input Variables

(2020) Laura Goulier et al.   International Journal of Environmental Research and Public Health

COVID-19 lockdowns cause global air pollution declines

(2020) Zander S. Venter et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High temporal resolution prediction of street-level PM2.5 and NOx concentrations using machine learning approach

(2020) Zhiyuan Li et al.   JOURNAL OF CLEANER PRODUCTION

Air quality modelling using long short-term memory (LSTM) over NCT-Delhi, India

(2019) Mrigank Krishan et al.   Air Quality Atmosphere and Health

Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions

(2019) Lianfa Li et al.   ENVIRONMENT INTERNATIONAL

A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

(2019) Jie Chen et al.   ENVIRONMENT INTERNATIONAL

Prediction of hourly PM 2.5 using a space-time support vector regression model

(2018) Wentao Yang et al.   ATMOSPHERIC ENVIRONMENT

A Multiple Kernel Learning Approach for Air Quality Prediction

(2018) Hong Zheng et al.   Advances in Meteorology

A random forest partition model for predicting NO2 concentrations from traffic flow and meteorological conditions

(2018) Joanna A. Kamińska   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of Air Pollutants Concentration Based on an Extreme Learning Machine: The Case of Hong Kong

(2017) Jiangshe Zhang et al.   International Journal of Environmental Research and Public Health

Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks

(2016) Wani Tamas et al.   Aerosol and Air Quality Research

Urban Air Pollution Monitoring System With Forecasting Models

(2016) Khaled Bashir Shaban et al.   IEEE SENSORS JOURNAL

Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods

(2016) Huiping Peng et al.   Air Quality Atmosphere and Health

Ensemble forecasting with machine learning algorithms for ozone, nitrogen dioxide and PM10 on the Prev'Air platform

(2014) E. Debry et al.   ATMOSPHERIC ENVIRONMENT

Online prediction model based on support vector machine

(2007) Wenjian Wang et al.   NEUROCOMPUTING