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Mapping the social inequity of neighborhood visual environment in Los Angeles through computer vision and multi-model machine learning

GND
1282186523
VIAF
4063171191088858030002
ORCID
0000-0002-1809-7088
Affiliation
Spatial Sciences Institute, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA | School of Science, RMIT University, Melbourne, Victoria, Australia | School of Earth and Environmental Sciences, University of Queensland, Brisbane, Australia
Wang, Siqin;
ORCID
0000-0002-5634-7367
Affiliation
Spatial Sciences Institute, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA | [Spatial Data Lab, Harvard University, Cambridge, USA]
Yoo, Jooyoung;
ORCID
0000-0001-5033-3266
Affiliation
School of Science, RMIT University, Melbourne, Victoria, Australia | [Lingnan University, Hong Kong, Hong Kong]
Cai, Wenhui;
Affiliation
School of Communication, Illinois State University, Normal, Illinois, USA
Yang, Fan;
GND
1317954092
VIAF
3984170868712422930004
ORCID
0000-0002-4323-382X
Affiliation
Department of Environmental Sciences, Emory University, Atlanta, Georgia, USA
Huang, Xiao;
GND
1282190458
VIAF
9115167807350018130008
ORCID
0000-0002-5421-5838
Affiliation
School of Science, RMIT University, Melbourne, Victoria, Australia
Qian, Sun;
ORCID
0009-0007-8845-1226
Affiliation
Spatial Sciences Institute, Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, California, USA
Lyu, Shaokun

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Published in:
Abstracts of the ICA
Vol. 10.2025 (16.12.2025), art. no. 296, p. 1-2
Volume:
10.2025
Publication date:
16.12.2025
URN:
urn:nbn:de:0307-20260505-000-8
DOI:
10.5194/ica-abs-10-296-2025
Language:
English
Type of Resource:
Text
Extent:
1 Online-Ressource (Seite 1-2, 970,60 kB) : 2 Illustrationen, 1 Textdatei (PDF)
Keywords:
wellbeing; environmental psychology; human perception; built environment; machine learning; computer vision; crowdsourced street view image; WohlbefindenGND; UmweltpsychologieGND; menschliche Wahrnehmung; gebaute Umwelt; Maschinelles LernenGND; Maschinelles SehenGND; gemeinschaftlich erstelltes Straßenansichtsbild
Geographic:
Los Angeles, Calif.GND
Geographic coordinates:
-118.243611 034.052222
DDC subject of DNB:
520 Astronomy & allied sciences
URL:
https://doi.org/10.5194/ica-abs-10-296-2025
URL:
https://ica-abs.copernicus.org/articles/10/296/2025/
Link to Raw Object:
https://ica-abs.copernicus.org/articles/10/296/2025/ica-abs-10-296-2025.pdf
Hosting institution:
Emory University [US]
Hosting institution:
Harvard University [US]
Hosting institution:
Illinois State University (ISU) [US]
Hosting institution:
Lingnan University [HK]
Hosting institution:
RMIT University [AU]
Hosting institution:
University of Queensland (UQ) [AU]
Hosting institution:
University of Southern California (USC) [US]
Hosting institution:
Internationale Forschungseinrichtungen
Statement of responsibility:
Siqin Wang, Jooyoung Yoo, Wenhui Cai, Fan Yang, Xiao Huang, Qian Chayn Sun, Shaokun Lyu
Bibliographic notes:
Published in: Abstracts of the ICA, Volume 10, 2025 - 32nd International Cartographic Conference (ICC 2025); 17–22 August 2025, Vancouver, Canada; Editors: Mir Abolfazl Mostafavi, Jonathan Li, and Emmanuel Stefanakis | https://ica-abs.copernicus.org/articles/10/index.html

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