Data Science | Environmental Health | Public Health Using Deep Transfer Learning and Satellite Imagery to Estimate Urban Air Quality in Data-Poor Regions. November 24, 2023
Environmental Science | Remote Sensing | Urban Planning A Deep Learning Approach for Meter-Scale Air Quality Estimation in Urban Environments Using Very High-Spatial-Resolution Satellite Imagery. September 19, 2023
Environmental Science | Public Health What you see is what you breathe? Estimating air pollution spatial variation using street level imagery. September 18, 2023
Computer Science | Environmental Science | Public Health Beyond here and now: Evaluating pollution estimation across space and time from street view images with deep learning. August 16, 2023
Computer Vision | Sociology | Urban Studies Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images. June 9, 2023
Data Science | Public Health | Urban Planning Characterisation of urban environment and activity across space and time using street images and deep learning in Accra. November 28, 2022
Data Science | Geospatial Analysis | Urban Planning Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas. May 4, 2021
Environmental Epidemiology | Environmental Health | Exposure Science A picture tells a thousand…exposures: Opportunities and challenges of deep learning image analyses in exposure science and environmental epidemiology. May 17, 2019