Including the feature of appropriate adjacent sites improves the PM2.5 concentration prediction with long short-term memory neural network model
Bibliographic Data
| ID | 21233740 |
|---|---|
| Authors | Teng Mengfan, Mengfan Teng (Wuhan University), Siwei Li (0000-0003-1985-8149, Wuhan University, corresponding author), Li Siwei, Ge Song (0000-0002-1118-1850, Wuhan University), Song Ge (0000-0002-7683-5579), Yang Jie (0000-0003-2514-963X, Wuhan University), Dong Lechao, Lechao Dong (0000-0001-8352-574X, Wuhan University), Lin Hao (0000-0002-1508-8055, Wuhan University), Senlin Hu (0000-0002-8117-1324, Wuhan University), Hu Senlin |
| Year | 2022 |
| Volume | 76 |
| Pages | 103427 |
| Publication date | 2022-01-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2021.103427 |
| OpenAlex | W3206034855 |
| Language | EN |
| Citations received | 5 |
| References cited | 42 |
Artificial neural network · Convolutional neural network · Data mining · Long short term memory · Machine learning · Mean squared error · Memory model · Recurrent neural network · Statistics · Air Quality and Health Impacts · Air Quality Monitoring and Forecasting · Computer Science · Mathematics · Vehicle emissions and performance · Artificial Intelligence
Long-term urban air quality prediction with hierarchical attention loop network
Estimation of pollutant source using source-receptor response matrix from maximum-length sequence pulse technique
A lightweight spatiotemporal graph dilated convolutional network for urban sensor state prediction
Spatially resolved air quality index prediction in megacities with a CNN-Bi-LSTM hybrid framework
State-of-art in modelling particulate matter (PM) concentration
Human health effects of air pollution
A review on the human health impact of airborne particulate matter
A Lag-FLSTM deep learning network based on Bayesian Optimization for multi-sequential-variant PM2.5 prediction
Improvement in ambient-air-quality reduced temperature during the Covid-19 lockdown period in India
A Computer Movie Simulating Urban Growth in the Detroit Region
| Citations per year | 2.5 |
|---|---|
| Citation span | 2024 - 2025 (2) |
| Highly cited | No |