Publications

ZORA Publication List

Publications

• 2026

  • Journal Article

    • Wood, M., Dennett, A., Casey, G., & Suel, E. (2026). Car dependence in England and Wales: spatial inequalities and implications for a just transition Frontiers in Sustainable Cities, 7, 1719495. https://doi.org/10.3389/frsc.2025.1719495

• 2025

  • Journal Article

    • Jenson, T., Lin, P.-I. D., James, P., Hystad, P., Diez-Roux, A. V., Coull, B., Besser, L., Suel, E., Weuve, J., & Pescador Jimenez, M. (2025). Street-view greenspace distribution across racial/ethnic, neighborhood income, and individual education subgroups Environmental Epidemiology, 9(6), e441. https://doi.org/10.1097/ee9.0000000000000441
    • Yuan, Z., Kerckhoffs, J., Lin, P. D., Suel, E., Li, H., Yi, L., Jimenez, M. P., James, P., De Hoogh, K., Hoek, G., & Vermeulen, R. (2025). Advancing Air Pollution Exposure Models with Open-Vocabulary Object Detection and Semantic Segmentation of Street-View Images Environmental Science & Technology, 59(39), 21237–21247. https://doi.org/10.1021/acs.est.5c09687
    • De Figueiredo Oliveira, A. B., Castelli, M., & Suel, E. (2025). Predicting housing price, housing density, and green area coverage from combined satellite and street view imagery using deep learning Discover Cities, 2(1), 66. https://doi.org/10.1007/s44327-025-00109-8
    • Yi, L., Hart, J. E., Wilt, G., Hu, C. R., Jimenez, M. P., Lin, P.-I. D., Suel, E., Hystad, P., Hankey, S., Zhang, W., Chavarro, J. E., Laden, F., & James, P. (2025). GPS-based street-view greenspace exposure and wearable assessed physical activity in a prospective cohort of US women International Journal of Behavioral Nutrition and Physical Activity, 22(1), 92, (2025). https://doi.org/10.1186/s12966-025-01795-8
    • Larkin, A., Huang, T., Chen, L., Lin, P.-I. D., Hart, J. E., Zhang, W., Coull, B. A., Yi, L., Suel, E., Hankey, S., James, P., & Hystad, P. (2025). Developing Nationwide Estimates of Built Environment Quality Characteristics Using Street-View Imagery and Computer Vision Environmental Science & Technology, 59(27), 13638–13646. https://doi.org/10.1021/acs.est.5c00966
    • Büttner, N., Stalder, S., Volpi, M., Suel, E., & Harttgen, K. (2025). Large-scale slum mapping in sub-Saharan Africa’s major cities: Remote sensing and deep learning reveal strong slum growth in the urban periphery between 2016 and 2022. Habitat International, 161, 103403. https://doi.org/10.1016/j.habitatint.2025.103403
    • Rifas-Shiman, S., Yi, L., Aris, I. M., Lin, P.-I. D., Hivert, M.-F., Chavarro, J. E., Suel, E., James, P., & Oken, E. (2025). Associations of street-view greenspace exposure with cardiovascular health (Life’s Essential 8) among women in midlife Biology of Sex Differences, 16, 45. https://doi.org/10.1186/s13293-025-00718-3
    • Yi, L., Hart, J. E., Roscoe, C., Mehta, U. V., Pescador Jimenez, M., Lin, P.-I. D., Suel, E., Hystad, P., Hankey, S., Zhang, W., Okereke, O. I., Laden, F., & James, P. (2025). Greenspace and depression incidence in the US-based nationwide Nurses’ Health Study II: A deep learning analysis of street-view imagery. Environment International, 198, 109429. https://doi.org/10.1016/j.envint.2025.109429
    • Nathvani, R., Cavanaugh, A., Suel, E., Bixby, H., Clark, S. N., Metzler, A. B., Nimo, J., Moses, J. B., Baah, S., Arku, R. E., Robinson, B. E., Baumgartner, J., Bennett, J. E., Arif, A. M., Long, Y., Agyei-Mensah, S., & Ezzati, M. (2025). Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics ISPRS Journal of Photogrammetry and Remote Sensing, 221, 251–264. https://doi.org/10.1016/j.isprsjprs.2025.01.038
    • Yi, L., Rifas-Shiman, S., Pescador Jimenez, M., Lin, P.-I. D., Suel, E., Hystad, P., Larkin, A., Hankey, S., Zhang, W., Klompmaker, J., Oken, E., Hivert, M.-F., Aris, I., & James, P. (2025). Assessing greenspace and cardiovascular health through deep-learning analysis of street-view imagery in a cohort of US children Environmental Research, 265, 120459. https://doi.org/10.1016/j.envres.2024.120459

• 2024

  • Journal Article

    • Higgs, C., Lowe, M., Giles-Corti, B., Boeing, G., Delclòs-Alió, X., Puig-Ribera, A., Adlakha, D., Liu, S., Borello Vargas, J. C., Castillo-Riquelme, M., Jafari, A., Molina-García, J., Heikinheimo, V., Queralt, A., Cerin, E., Resendiz, E., Singh, D., Rodriguez, S., Suel, E., … Alderton, A. (2024). Global Healthy and Sustainable City Indicators: Collaborative development of an open science toolkit for calculating and reporting on urban indicators internationally Environment and Planning B : Urban Analytics and City Science, 52(5), 1252–1270. https://doi.org/10.1177/23998083241292102