AAG 2023 Symposium on Harnessing the Geospatial Data Revolution for Sustainability Solutions: Urban Sensing and Understanding via Big Data and GeoAI
The session recording will be archived on the site until June 25th, 2023
This session was streamed but not recorded
Date: 3/24/2023
Time: 12:50 PM - 2:10 PM
Room: Virtual 7
Type: Virtual Paper,
Theme: Toward More Just Geographies
Curated Track: AAG's GeoEthics Initiative and Related Effort
Sponsor Group(s):
Cyberinfrastructure Specialty Group
Organizer(s):
Huan Ning University of South Carolina
Zhenlong Li University of South Carolina
Fengrui Jing University of South Carolina
Chair(s):
Huan Ning University of South Carolina
Description:
Symposium Description:
The Institute for Geospatial Understanding through an Integrative Discovery Environment (I-GUIDE, https://iguide.illinois.edu) is supported by the National Science Foundation (NSF) as part of its Harnessing the Data Revolution Big Idea initiative (https://www.nsf.gov/news/special_reports/big_ideas/harnessing.jsp). Sponsored by I-GUIDE, this symposium will explore theories, concepts, methods, and tools focused on data-intensive geospatial understanding for driving innovative artificial intelligence (AI) and cyberGIS (cyber-based geographic information science and systems) approaches to address sustainability challenges such as aging infrastructure, biodiversity loss, and food and water insecurity.
At the AAG 2023 annual meeting, the Symposium on Harnessing the Geospatial Data Revolution for Sustainability Solutions will be held by building on the successes of previous Symposia focused on cyberGIS and geospatial data science at AAG annual meetings since 2011. A suite of paper and panel sessions will address cutting-edge advances of cyberGIS, geospatial AI and data science, and fundamental geospatial understanding derived from spatial and spatiotemporal data synthesis. The topical themes of the symposium will include, but are not limited to, frontiers of cyberGIS, geospatial AI and data science, high-performance computing approaches to geographic problem solving, geographic approaches to resilience and sustainability challenges enabled by AI and cyberGIS, and challenges and opportunities of education and workforce development in harnessing the geospatial data revolution.
Presentations (if applicable) and Session Agenda:
John Hutchenreuther |
Understanding the Role of Urban Amenities in Growing Neighbourhood Polarization Within 20 Major US Cities Using Housing Transactions Big Data |
Bing Wu |
The use of ETC data to visualize excess commuting and jobs-housing balance in Taiwan |
Stanley Ho |
Analyzing Spatial Clusters of Public Transit Unreliability Using Scan Statistics with A Social Equity Lens |
Hyewon Goh |
Does Traffic Congestion Increase Vehicle Crashes? A Regional Scale Study with a Novel Congestion Index and Machine Learning Methods |
Huan Ning, Pennsylvania State University |
Estimating first-floor elevation for building flooding risk assessment using street view image |
Non-Presenting Participants
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AAG 2023 Symposium on Harnessing the Geospatial Data Revolution for Sustainability Solutions: Urban Sensing and Understanding via Big Data and GeoAI
Description
Type: Virtual Paper,
Date: 3/24/2023
Time: 12:50 PM - 2:10 PM
Room: Virtual 7
Contact the Primary Organizer
Huan Ning University of South Carolina
hning@email.sc.edu
Session Sponsored By
