A review of land-use regression models to assess spatial variation of outdoor air pollution
G Hoek, R Beelen, K De Hoogh, D Vienneau… - Atmospheric …, 2008 - Elsevier
Studies on the health effects of long-term average exposure to outdoor air pollution have
played an important role in recent health impact assessments. Exposure assessment for …
played an important role in recent health impact assessments. Exposure assessment for …
Survey of maps of dynamics for mobile robots
Robotic mapping provides spatial information for autonomous agents. Depending on the
tasks they seek to enable, the maps created range from simple 2D representations of the …
tasks they seek to enable, the maps created range from simple 2D representations of the …
Urbanites' mental health undermined by air pollution
The rising mental health difficulties of the urban population in developing countries may be
attributed to the high levels of air pollution. However, nationwide large-scale empirical works …
attributed to the high levels of air pollution. However, nationwide large-scale empirical works …
Air pollution, behavioral bias, and the disposition effect in China
Inspired by the recent health science findings that air pollution affects mental health and
cognition, we examine whether air pollution can intensify the cognitive bias observed in the …
cognition, we examine whether air pollution can intensify the cognitive bias observed in the …
National PM2. 5 and NO2 exposure models for China based on land use regression, satellite measurements, and universal kriging
Outdoor air pollution is a major killer worldwide and the fourth largest contributor to the
burden of disease in China. China is the most populous country in the world and also has …
burden of disease in China. China is the most populous country in the world and also has …
Development of West-European PM2. 5 and NO2 land use regression models incorporating satellite-derived and chemical transport modelling data
K de Hoogh, J Gulliver, A van Donkelaar… - Environmental …, 2016 - Elsevier
Satellite-derived (SAT) and chemical transport model (CTM) estimates of PM 2.5 and NO 2
are increasingly used in combination with Land Use Regression (LUR) models. We aimed to …
are increasingly used in combination with Land Use Regression (LUR) models. We aimed to …
Genetic algorithm-based hyperparameter optimization of deep learning models for PM2.5 time-series prediction
C Erden - International Journal of Environmental Science and …, 2023 - Springer
Since air pollution negatively affects human health and causes serious diseases, accurate
air pollution prediction is essential regarding environmental sustainability. Although …
air pollution prediction is essential regarding environmental sustainability. Although …
Spatial interpolation of air pollution measurements using CORINE land cover data
S Janssen, G Dumont, F Fierens, C Mensink - Atmospheric Environment, 2008 - Elsevier
Real-time assessment of the ambient air quality has gained an increased interest in recent
years. To give support to this evolution, the statistical air pollution interpolation model RIO is …
years. To give support to this evolution, the statistical air pollution interpolation model RIO is …
Spatial hazard assessment of the PM10 using machine learning models in Barcelona, Spain
Air pollution, and especially atmospheric particulate matter (PM), has a profound impact on
human mortality and morbidity, environment, and ecological system. Accordingly, it is very …
human mortality and morbidity, environment, and ecological system. Accordingly, it is very …
Long-term exposure to ambient air pollution and risk of hospitalization with community-acquired pneumonia in older adults
Rationale: Little is known about the long-term effects of air pollution on pneumonia
hospitalization in the elderly. Objectives: To assess the effect of long-term exposure to …
hospitalization in the elderly. Objectives: To assess the effect of long-term exposure to …