Pathways to Equitable Healthy Cities

@article{nokey,

title = {Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics},

author = {Nathvani R and Cavanaugh A and Suel E and Bixby H and Clark SN and Metzler AB and Nimo J and Bedford-Moses J and Baah S and Arku RE and Robinson BE and Baumgartner J and Bennett JE and Arif AM and Long Y and Agyei-Mensah S and Ezzati M},

doi = {https://doi.org/10.1016/j.isprsjprs.2025.01.038},

year  = {2025},

date = {2025-02-14},

journal = {ISPRS Journal of Photogrammetry and Remote Sensing},

volume = {221},

pages = {251-264},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Using deep transfer learning and satellite imagery to estimate urban air quality in data-poor regions},

author = {Yadav N and Sorek-Hamer M and Von Pohle M and Asanjan AA and Sahasrabhojanee A and Suel E and Arku R and Lingenfelter V and Brauer M and Ezzati M and Oza N and Ganguly AR},

doi = {https://doi.org/10.1016/j.envpol.2023.122914},

year  = {2024},

date = {2024-02-01},

urldate = {2024-02-01},

journal = {Environmental Pollution},

volume = {342},

pages = {122914},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{R2023b,

title = {Beyond here and now: Evaluating pollution estimation across space and time from street view images with deep learning},

author = {Nathvani R and Vishwanath D and Clark SN and Alli AS and Muller E and Coste H and Bennett JE and Nimo J and Bedford-Moses J and Baah S and Hughes A and Suel E and Metzler AB and Rashid T and Brauer M and Baumgartner J and Owusu G and Agyei-Mensah S and Arku RE and Ezzati M

},

doi = {https://doi.org/10.1016/j.scitotenv.2023.166168},

year  = {2023},

date = {2023-08-14},

urldate = {2023-08-14},

journal = {Science of the Total Environment},

volume = {903},

pages = {166168},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{AB2023,

title = {Phenotyping urban built and natural environments with high-resolution satellite images and unsupervised deep learning},

author = {Metzler AB and Nathvani R and Sharmanska V and Bai W and Muller E and Moulds S and Agyei-Asabere C and Adjei-Boadi D and Kyere-Gyeabour E and Tetteh JD and Owuwu G and Agyei-Mensah S and Baumgartner J and Robinson BE and Arku RE and Ezzati M},

doi = {10.1016/j.scitotenv.2023.164794},

year  = {2023},

date = {2023-06-13},

journal = {Science of the Total Environment},

volume = {893},

pages = {164794},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{E2023,

title = {Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images},

author = {Suel E and Muller E and Bennett JE and Blakely T and Doyle Y and Lynch J and Mackenbach JD and Middel A and Mizdrak A and Nathvani R and Brauer M and Ezzati M },

doi = {10.1140/epjds/s13688-023-00394-6},

year  = {2023},

date = {2023-06-07},

journal = {EPJ Data Science},

volume = {12},

issue = {1},

pages = {19},

keywords = {},

pubstate = {published},

tppubtype = {article}

}