Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique

Jinchao Song; Chunli Zhao; Tao Lin; Xinhu Li; Alexander V. Prishchepov

doi:10.1016/j.jclepro.2019.117881

Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique

Jinchao Song, Chunli Zhao, Tao Lin, Xinhu Li, Alexander V. Prishchepov

Geography

6 Citations (Scopus)

Original language	English
Article number	117881
Journal	Journal of Cleaner Production
Volume	238
Number of pages	10
ISSN	0959-6526
DOIs	https://doi.org/10.1016/j.jclepro.2019.117881
Publication status	Published - 20 Nov 2019

Keywords

Pollutant emissions
Urban functional zones
Video-based vehicle detection
Deep learning

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1016/j.jclepro.2019.117881

Cite this

@article{199d871ac4a7416c8c5c176ef18c876d,

title = "Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique",

keywords = "Pollutant emissions, Urban functional zones, Video-based vehicle detection, Deep learning",

author = "Jinchao Song and Chunli Zhao and Tao Lin and Xinhu Li and Prishchepov, {Alexander V.}",

year = "2019",

month = nov,

day = "20",

doi = "10.1016/j.jclepro.2019.117881",

language = "English",

volume = "238",

journal = "Journal of Cleaner Production",

issn = "0959-6526",

publisher = "Elsevier",

}

TY - JOUR

T1 - Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique

AU - Song, Jinchao

AU - Zhao, Chunli

AU - Lin, Tao

AU - Li, Xinhu

AU - Prishchepov, Alexander V.

PY - 2019/11/20

Y1 - 2019/11/20

KW - Pollutant emissions

KW - Urban functional zones

KW - Video-based vehicle detection

KW - Deep learning

U2 - 10.1016/j.jclepro.2019.117881

DO - 10.1016/j.jclepro.2019.117881

M3 - Journal article

SN - 0959-6526

VL - 238

JO - Journal of Cleaner Production

JF - Journal of Cleaner Production

M1 - 117881

ER -

Spatio-temporal patterns of traffic-related air pollutant emissions in different urban functional zones estimated by real-time video and deep learning technique

Keywords

UN SDGs

Access to Document

Fingerprint

Cite this