Atmospheric Science | Environmental Science Deep learning bias correction of GEMS tropospheric NO: A comparative validation of NO from GEMS and TROPOMI using Pandora observations. June 15, 2024
Environmental Health | Epidemiology | Public Health Large-scale spatiotemporal deep learning predicting urban residential indoor PM concentration. November 29, 2023
Climate science | Environmental Science | Urban Planning Grading surface urban heat island and investigating factor weight based on interpretable deep learning model across global cities. September 14, 2023
Environmental Health | Epidemiology | Public Health Predicting spatial variations in annual average outdoor ultrafine particle concentrations in Montreal and Toronto, Canada: Integrating land use regression and deep learning models. August 6, 2023
Climate science | Environmental Science Global estimates of gap-free and fine-scale CO concentrations during 2014-2020 from satellite and reanalysis data. June 29, 2023
Environmental Science | Public Health An investigation of PM2.5 concentration changes in Mid-Eastern China before and after COVID-19 outbreak. May 5, 2023
Environmental Science | Epidemiology | Public Health A hybrid model for estimating the number concentration of ultrafine particles based on machine learning algorithms in central Taiwan. April 23, 2023
Environmental Health | Epidemiology A novel ensemble-based statistical approach to estimate daily wildfire-specific PM in California (2006-2020). January 2, 2023
Air Pollution Management | Environmental Health Multi-step forecast of PM and PM concentrations using convolutional neural network integrated with spatial-temporal attention and residual learning. December 14, 2022
Environmental Health | Psychiatry Explainable Gated Recurrent Unit to explore the effect of co-exposure to multiple air pollutants and meteorological conditions on mental health outcomes. December 12, 2022
Environmental Health | Epidemiology Associations between the urban exposome and type 2 diabetes: Results from penalised regression by least absolute shrinkage and selection operator and random forest models. November 4, 2022
Air Quality Management | Environmental Science Low-cost nature-inspired deep learning system for PM2.5 forecast over Delhi, India. June 28, 2022