Assessment of a deep learning model for monitoring atmospheric pollution
Case study in Antwerp, Belgium
Bibliographic Data
| ID | 21234817 |
|---|---|
| Authors | Xavier Jurado (0000-0001-7055-6950, corresponding author), Nicolas Reiminger (0000-0002-2819-7154, Centre National de la Recherche Scientifique), Loïc Maurer (0000-0002-7248-4804, Centre National de la Recherche Scientifique), José Vazquez (0000-0001-9065-8559, Centre National de la Recherche Scientifique), Cédric Wemmert (0000-0002-4360-4918, Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'Imagerie) |
| Year | 2023 |
| Volume | 99 |
| Pages | 104951 |
| Publication date | 2023-12-01 |
| Peer Reviewed | Yes |
| 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.2023.104951 |
| OpenAlex | W4387026583 |
| Language | EN |
| Citations received | 5 |
| References cited | 36 |
Air pollution · Air quality index · Atmospheric dispersion modeling · Atmospheric sciences · Cartography · Geography · Meteorology · Spatial variability · Statistics · Air Quality and Health Impacts · Air Quality Monitoring and Forecasting · Environmental Science · Mathematics · Vehicle emissions and performance · Pollution
Extrapolating low-occurrence strong wind speeds at pedestrian levels using artificial neural networks trained by a single turbulent dataset
Breaking the isothermal assumption in CFD air quality modeling
Washable oil-coated structured support for passive outdoor particulate matters trapping
Modeling NO2 concentrations in real urban areas using computational fluid dynamics
Artificial intelligence enhanced workflow for noise conscious urban design in high density cities
U-Net
Backpropagation Applied to Handwritten Zip Code Recognition
Deep learning
Classification of urban morphology with deep learning
Methodologies to assess mean annual air pollution concentration combining numerical results and wind roses
The association between indoor and outdoor NO2 levels
Approaches in CFD modeling of respiratory droplet dispersion – issues and challenges
Social status and air quality in Barcelona
Air quality affects house prices — Analysis based on RD of the Huai River policy
Air Quality Forecast using Convolutional Neural Network for Sustainable Development in Urban Environments
Air quality monitoring and forecasting using smart drones and recurrent neural network for sustainable development in Chennai city
Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas
| Unique citing works | 5 |
|---|---|
| Citations per year | 2.5 |
| Citation span | 2024 - 2026 (3) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 3 |