Effect of urban morphology on air pollution distribution in high-density urban blocks based on mobile monitoring and machine learning

Effect of building cross-section shape on air pollutant dispersion around buildings

(2021) Erfan Keshavarzian et al.   BUILDING AND ENVIRONMENT

Nonlinear relationship between urban form and street-level PM2.5 and CO based on mobile measurements and gradient boosting decision tree models

(2021) Mengyang Liu et al.   BUILDING AND ENVIRONMENT

The effect of exhaust emissions from a group of moving vehicles on pollutant dispersion in the street canyons

(2020) Tianhao Shi et al.   BUILDING AND ENVIRONMENT

Numerical studies of passive and reactive pollutant dispersion in high-density urban models with various building densities and height variations

(2020) Yong Zhang et al.   BUILDING AND ENVIRONMENT

Optimization problems for machine learning: A survey

(2020) Claudio Gambella et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Extracting Chinese geographic data from Baidu Map API

(2020) Yuan Xue et al.   Stata Journal

OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing

(2020) John E. Vargas-Munoz et al.   IEEE Geoscience and Remote Sensing Magazine

Investigating the influence of urban land use and landscape pattern on PM2.5 spatial variation using mobile monitoring and WUDAPT

(2019) Yuan Shi et al.   LANDSCAPE AND URBAN PLANNING

Impacts of vehicle emission from a major road on spatiotemporal variations of neighborhood particulate pollution—A case study in a university campus

(2019) Jiying Liu et al.   Sustainable Cities and Society

Regional prediction of ground-level ozone using a hybrid sequence-to-sequence deep learning approach

(2019) Hong-Wei Wang et al.   JOURNAL OF CLEANER PRODUCTION

Identifying critical building morphological design factors of street-level air pollution dispersion in high-density built environment using mobile monitoring

(2018) Yuan Shi et al.   BUILDING AND ENVIRONMENT

Investigating the relationship between air pollution variation and urban form

(2018) Chao Li et al.   BUILDING AND ENVIRONMENT

High spatiotemporal characterization of on-road PM 2.5 concentrations in high-density urban areas using mobile monitoring

(2018) Zhiyuan Li et al.   BUILDING AND ENVIRONMENT

Mapping the spatio-temporal distribution of solar radiation within street canyons of Boston using Google Street View panoramas and building height model

(2018) Xiaojiang Li et al.   LANDSCAPE AND URBAN PLANNING

The Complexity of High-Density Neighbourhood Development in China: Intensification, Deregulation and Social Sustainability Challenges

(2018) Yu Wang et al.   Sustainable Cities and Society

Assessing neighborhood air pollution exposure and its relationship with the urban form

(2018) Ya Gao et al.   BUILDING AND ENVIRONMENT

Using daily excessive concentration hours to explore the short-term mortality effects of ambient PM 2.5 in Hong Kong

(2017) Hualiang Lin et al.   ENVIRONMENTAL POLLUTION

Incorporating wind availability into land use regression modelling of air quality in mountainous high-density urban environment

(2017) Yuan Shi et al.   ENVIRONMENTAL RESEARCH

Fine-Scale Spatial Variability of Pedestrian-Level Particulate Matters in Compact Urban Commercial Districts in Hong Kong

(2017) Yuan Shi et al.   International Journal of Environmental Research and Public Health

Mapping real-time air pollution health risk for environmental management: Combining mobile and stationary air pollution monitoring with neural network models

(2016) Matthew D. Adams et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

View-based greenery: A three-dimensional assessment of city buildings’ green visibility using Floor Green View Index

(2016) Siyi Yu et al.   LANDSCAPE AND URBAN PLANNING

Assessing street-level urban greenery using Google Street View and a modified green view index

(2015) Xiaojiang Li et al.   URBAN FORESTRY & URBAN GREENING

Applying land use regression model to estimate spatial variation of PM2.5 in Beijing, China

(2014) Jiansheng Wu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Land use regression models for estimating individual NOx and NO2 exposures in a metropolis with a high density of traffic roads and population

(2014) Jui-Huan Lee et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Development of Land Use Regression Models for Particle Composition in Twenty Study Areas in Europe

(2013) Kees de Hoogh et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

A Land Use Regression Model for Ultrafine Particles in Vancouver, Canada

(2013) Rebecca C. Abernethy et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Estimation of ultrafine particle concentrations at near-highway residences using data from local and central monitors

(2012) Christina H. Fuller et al.   ATMOSPHERIC ENVIRONMENT

Indices to evaluate ventilation efficiency in newly-built urban area at pedestrian level

(2012) Tingting Hu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Policies and technical guidelines for urban planning of high-density cities – air ventilation assessment (AVA) of Hong Kong

(2008) Edward Ng   BUILDING AND ENVIRONMENT

Semantic object classes in video: A high-definition ground truth database

(2008) Gabriel J. Brostow et al.   PATTERN RECOGNITION LETTERS