{"id":490,"date":"2024-07-10T18:08:25","date_gmt":"2024-07-10T18:08:25","guid":{"rendered":"https:\/\/stds2024.stcenter.net\/?page_id=490"},"modified":"2024-08-27T02:47:21","modified_gmt":"2024-08-27T02:47:21","slug":"test","status":"publish","type":"page","link":"https:\/\/stds.stcenter.net\/index.php\/test\/","title":{"rendered":"July 23-24 Sessions"},"content":{"rendered":"<style>.kadence-column490_081c73-d6 > .kt-inside-inner-col,.kadence-column490_081c73-d6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_081c73-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_081c73-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_081c73-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_081c73-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_081c73-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column490_081c73-d6 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_081c73-d6 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_081c73-d6 kb-section-dir-vertical\"><div class=\"kt-inside-inner-col\">\n<p class=\"wp-block-paragraph\">9:00AM, July 23, 2024<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Room 134, George Mason Square, 3351 Fairfax Dr, Arlington, VA<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Welcome Address<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/provost.gmu.edu\/profiles\/awmarsh\">Andre Marshall, Vice President, George Mason University<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.research.vt.edu\/about\/research-innovation-administration\/daniel-sui.html\">Daniel Sui, Senior Vice President, Virginia Tech<\/a><\/p>\n\n\n\n<figure id=\"A-1-i\" class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>A-1-i: Plenary Vision Panel: Vision and<\/strong><br><strong>Impact of Spatiotemporal Data Sciences<\/strong><br><em><br><strong>Moderator<\/strong>: Michael Goodchild, UCSB<\/em><br><br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Vision.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=d9VDKc\">Discussion<\/a><br><br><br><br>July 23, 2024 <br>10:45-12:00PM<\/td><td><strong>AI is transforming urban observation, imaging, mapping, and analysis<\/strong><br>Qihao Weng, The Hong Kong Polytechnic University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Weng.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=ztOR3j\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Weng.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=ztOR3j\">Recording<\/a><br><br><strong>Advancing Social Sciences with Spatiotemporal Data Sciences<\/strong><br>Daniel Sui, Virginia Tech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Sui.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=068iZb\">Recording<br><\/a><br><strong>Advancing Ecosystem Services Assessment Through Geospatial Artificial Intelligence (GeoAI): <\/strong><br><strong>A Comprehensive Review and Future Directions<\/strong><br>Hao-Yu Liao, University of Florida<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Liao.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Y96De6\">Recording<\/a> <br><br><strong>Enabling Societal Challenge Solutions with Spatiotemporal Data Sciences<\/strong><br>Chaowei Yang, George Mason University<br><a href=\"https:\/\/gmuedu.sharepoint.com\/:p:\/r\/sites\/NSFSpatiotemporalInnovationCenter-GRP\/Shared%20Documents\/General\/2024%20STDS\/Presentations\/Phil-Panel_ST%20Data%20Science%20Impact.pptx?d=w8beca6af177249b293f3a5f5ad302076&amp;csf=1&amp;web=1&amp;e=Xc8xAg\">Presentation<\/a> | <a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/PlenaryPanel-Yang.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=ZIrYRV\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_9b0e57-74 > .kt-inside-inner-col,.kadence-column490_9b0e57-74 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_9b0e57-74 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_9b0e57-74 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_9b0e57-74 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_9b0e57-74 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_9b0e57-74{position:relative;}@media all and (max-width: 1024px){.kadence-column490_9b0e57-74 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_9b0e57-74 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_9b0e57-74\"><div class=\"kt-inside-inner-col\">\n<figure id=\"PH-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 1:<\/em> <\/strong><br><strong>PH-1-i<\/strong>: <strong>Advances in Public Health<\/strong><br><em><br><strong>Chair<\/strong>: Fahui Wang, Louisiana State University<\/em><br><br><br><br>July 23, 2024<br>1:15-2:45PM<br><\/td><td><strong>Geospatial Patterns in Brain and Nervous System Cancer Incidence and Mortality<br>Rates Every 5 Years from 1999-2018, and the Relationship between Mortality and<br>Gender from 2014-2018 in the United State<\/strong>s<br>Grace Christensen, Brigham Young University<br><br><strong>Graph Neural Network for Spatial Network Community Detection in Healthcare<br>Service Area Delineation<\/strong><br>Lingbo Liu, Harvard University<br><br><strong>Scaling Up and Down in Cancer Data Analysis<\/strong><br>Fahui Wang, Louisiana State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EStmegUYzGdAo3FscxdqmW0BwwnfDztdBCwaaYGu9jOT4w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJTdHJlYW1XZWJBcHAiLCJyZWZlcnJhbFZpZXciOiJTaGFyZURpYWxvZy1MaW5rIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXcifX0%3D&amp;e=Ayb2Mn\">Recording<\/a><br><br><strong>Beyond Maps: Developing a conversational AI-based data dashboard for public health<br>policymakers.<\/strong><br>Zach Sherman, Virginia Polytechnic Institute and State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EX8aAMO0JkhPmuXv-MefjVAB1Sxgv1Ff9v788rHhkYyrmw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=lHrSf0\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EX8aAMO0JkhPmuXv-MefjVAB1Sxgv1Ff9v788rHhkYyrmw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=lHrSf0\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_1a655d-92 > .kt-inside-inner-col,.kadence-column490_1a655d-92 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_1a655d-92 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_1a655d-92 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_1a655d-92 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_1a655d-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_1a655d-92{position:relative;}@media all and (max-width: 1024px){.kadence-column490_1a655d-92 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_1a655d-92 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_1a655d-92\"><div class=\"kt-inside-inner-col\">\n<figure id=\"HA-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 2:<\/em><\/strong> <br><strong>HA-1-i<\/strong>: <strong>Accessibility<\/strong><br><em><br><strong>Chair<\/strong>: Changzhen Wang, The University of Alabama<\/em><br><br><br><br>July 23,2024<br>3:00-4:30PM<br><\/td><td><strong>Unraveling transit service and land use components of the socio-spatial inequality of access<\/strong><br>Fatemeh Janatabadi, George Mason University<br><br><strong>Predicting Electric Load on Electric Vehicle Charging Stations using Machine Learning,<\/strong><br>Louis Sanchez, George Mason Univ.<br><br><strong>Overlapping cancer service areas: Delineation and implications<\/strong><br>Changzhen Wang, The University of Alabama<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_03ef59-53 > .kt-inside-inner-col,.kadence-column490_03ef59-53 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_03ef59-53 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_03ef59-53 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_03ef59-53 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_03ef59-53 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_03ef59-53{position:relative;}@media all and (max-width: 1024px){.kadence-column490_03ef59-53 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_03ef59-53 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_03ef59-53\"><div class=\"kt-inside-inner-col\">\n<figure id=\"B-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 3:<\/em><\/strong><br><strong>B-1-i<\/strong>: <strong>Advances in Computational Urban Science<\/strong><br><em><br><strong>Chair<\/strong>: Xinyue Ye, Texas A&amp;M University<\/em><br><br><br><br>July 23, 2024<br>1:45-2:45PM<br><\/td><td><strong>Platform capitalism-based land management model for smart cities<\/strong><br>Parlewar Prafulla, School of Planning and Architecture, New Delhi, India<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ERzdYcZ9fZxIorEHPo0Tx-sBVd6OHgM5slZx9-Hmt4oPWA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=vRD8mW\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ERzdYcZ9fZxIorEHPo0Tx-sBVd6OHgM5slZx9-Hmt4oPWA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=vRD8mW\">Recording<\/a><br><br><strong>Telework context and Senior Entrepreneurship<\/strong><br>Ting Zhang, University of Baltimore<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EaAvimudLEROog2Jc9irjjsBuYGxFVG55yIvHEhJN19_Ng?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=7270Qb\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EaAvimudLEROog2Jc9irjjsBuYGxFVG55yIvHEhJN19_Ng?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=7270Qb\">Recording<\/a><br><br><strong>Implications for Spatial Non-stationarity and the Neighborhood Effect Averaging<br>Problem (NEAP) in Green Inequality Research: <\/strong><br><strong>Evidence from Three States in the U.S.<\/strong><br>Sophiya Gyanwali, Virginia Tech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EeFQEjesVixFhIXx_kC9vyEB1gEDcdX_COeu5dqNisL4rw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=tCCxOg\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EeFQEjesVixFhIXx_kC9vyEB1gEDcdX_COeu5dqNisL4rw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=tCCxOg\">Recording<\/a><br><br><strong>Disparities in Recreational Use of Urban Parks: A Big Data Approach<\/strong><br>Siddhartha Bora, West Virginia University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ER-3Y1y81glPrznol3_XdxkBZQt8iEE4V2XIHp0oa5luxQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Kphsrj\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ER-3Y1y81glPrznol3_XdxkBZQt8iEE4V2XIHp0oa5luxQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Kphsrj\">Recording <\/a><br><br><strong>Social Cyber Vulnerability Index (SCVI) and Geospatial Analysis to Mitigate Cyber<br>Threats in Social Spaces<\/strong><br>Jin-Hee Cho, Computer Science Department, Virginia Tech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed4QpsbumodDtR03OYXj_kYBOvvd69k9ryfaqnW7MHwuyg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=W1vZMw\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed4QpsbumodDtR03OYXj_kYBOvvd69k9ryfaqnW7MHwuyg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=W1vZMw\">Recording<\/a><br><br><strong>Promoting Urban Informatics Plus: Practices and Strategies<\/strong><br>Xinyue Ye, Texas A&amp;M University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EZBuUkwcKj5As6DDv0XFrR8BXxZc8vzjqU8Wt26GXlRaGA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=e6ejUR\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EZBuUkwcKj5As6DDv0XFrR8BXxZc8vzjqU8Wt26GXlRaGA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=e6ejUR\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_946ace-68 > .kt-inside-inner-col,.kadence-column490_946ace-68 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_946ace-68 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_946ace-68 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_946ace-68 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_946ace-68 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_946ace-68{position:relative;}@media all and (max-width: 1024px){.kadence-column490_946ace-68 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_946ace-68 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_946ace-68\"><div class=\"kt-inside-inner-col\">\n<figure id=\"CLT-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 4: <\/em><\/strong><br><strong>CLT-1-i<\/strong>: <strong>Classification, labeling and training data<\/strong><br><em><br><strong>Chair<\/strong>: Theodore Spanbauer, George Mason University<\/em><br><br><br><br>July 23, 2024<br>3:00-4:30PM<br><\/td><td><strong>Cycling Infrastructure Evaluation: Applying Deep Learning Methods to Categorize Bike<br>Lanes in Virginia State<\/strong><br>Lawal Abdul-Azeez, Virginia Tech<br><br><strong>ClassX: Automatic Image Labeling Tool<\/strong><br>Theodore Spanbauer, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EZYHrlNekXpHp1zqUNPKUNwBrxpu6M9959iKvat9jcJgQA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Mj1FuP\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EZYHrlNekXpHp1zqUNPKUNwBrxpu6M9959iKvat9jcJgQA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Mj1FuP\">Recording<\/a><br><br><strong>High urban flood risk and no shelter access disproportionately impacts vulnerable<br>communities in the USA<\/strong><br>Fatemeh Janatabadi, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EUTNhRGIMB1HnWdimsmWyg8BTH0Hc6cRPFDFalk0ApN2ew?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=oq2ddS\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EUTNhRGIMB1HnWdimsmWyg8BTH0Hc6cRPFDFalk0ApN2ew?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=oq2ddS\">Recording <\/a><br><br><strong>Innovative Approaches to Automated Data Labeling and CNN Implementation<\/strong><br>Rakshita Chidananda, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EUMO1p4vuE1DoPf2hWYAtekBXYiM2hbANQ22aiCglwnq4w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=bO563j\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EUMO1p4vuE1DoPf2hWYAtekBXYiM2hbANQ22aiCglwnq4w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=bO563j\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_cbe2ae-60 > .kt-inside-inner-col,.kadence-column490_cbe2ae-60 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_cbe2ae-60 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_cbe2ae-60 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_cbe2ae-60 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_cbe2ae-60 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_cbe2ae-60{position:relative;}@media all and (max-width: 1024px){.kadence-column490_cbe2ae-60 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_cbe2ae-60 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_cbe2ae-60\"><div class=\"kt-inside-inner-col\">\n<figure id=\"C-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 5:<\/em><\/strong><br><strong>C-1-i<\/strong>: <strong>Air Quality Analyses<\/strong><br><em><br><strong>Chair:<\/strong>&nbsp;Meghan Albritton, Virginia Tech<\/em><br><br><br><br>July 23, 2024<br>1:15-2:45PM<\/td><td><strong>Associations Between Surface Mine Density and Respiratory Health in Central<br>Appalachia<\/strong><br>Meghan Albritton, Virginia Tech<br><br><strong>A Systematic Study of Popular Packages and AI\/ML Models for Calibrating in-situ Air<br>Quality Data: An example with Purple Air Sensors<\/strong><br>Smith Seren, George Mason University<br><a href=\"https:\/\/gmuedu.sharepoint.com\/:p:\/r\/sites\/NSFSpatiotemporalInnovationCenter-GRP\/Shared%20Documents\/General\/2024%20STDS\/Presentations\/Seren_Smith_JulySymposiumSlideDeck.pptx?d=wb7dc923c66c34d54ad5c85596178f5d2&amp;csf=1&amp;web=1&amp;e=F94aYG\">Presentation<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_31ad28-10 > .kt-inside-inner-col,.kadence-column490_31ad28-10 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_31ad28-10 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_31ad28-10 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_31ad28-10 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_31ad28-10 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_31ad28-10{position:relative;}@media all and (max-width: 1024px){.kadence-column490_31ad28-10 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_31ad28-10 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_31ad28-10\"><div class=\"kt-inside-inner-col\">\n<figure id=\"C-2-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 6: <\/em><\/strong><br><strong>C-2-i<\/strong>: <strong>Air Quality Prediction and Exposure Analyses<\/strong><br><em><br><strong>Chair<\/strong>: Junghwan Kim, Virginia Tech<\/em><br><br><br><br>July 23, 2024<br>3:00-4:30PM<br><\/td><td><strong>Enhancing PM2.5 Prediction through Multisource Fusion of Aerosol Data Using<br>Seq2Seq Encoder-Decoder Models<\/strong><br>Anusha Srirenganathan Malarvizhi, George Mason University<br><br><strong>The Air We Breathe: GeoAI Tools for Accurate and Timely Air Quality Analysis across<br>North America<\/strong><br>Tayven Stover, George Mason University<br><br><strong>AirWise: A Geo-Intelligent Deep Learning Framework for High-Resolution PM2.5<br>Prediction<\/strong><br>Phoebe Pan, George Mason University<br><br><strong>A new green space exposure index utilizing AI methods and an eye-tracking device<\/strong><br>Junghwan Kim, Virginia Tech<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_480a80-65 > .kt-inside-inner-col,.kadence-column490_480a80-65 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_480a80-65 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_480a80-65 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_480a80-65 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_480a80-65 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_480a80-65{position:relative;}@media all and (max-width: 1024px){.kadence-column490_480a80-65 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_480a80-65 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_480a80-65\"><div class=\"kt-inside-inner-col\">\n<figure id=\"U-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 7:<\/em><\/strong> <br><strong>U-1-i<\/strong>: <strong>Bias and Uncertainty<\/strong><br><em><br><strong>Chair<\/strong>: Francisco Rowe, University of Liverpool<\/em> <br><br><br><br>July 23, 2024<br>1:15-2:45PM<br><\/td><td><strong>What do we know about the biases and representation in human mobility data<br>extracted from digital platforms?<\/strong><br>Francisco Rowe, Geographic Data Science Lab, University of Liverpool<br><br><strong>Uncertainty Quantification for PM2.5 Calibration of Low-Cost PurpleAir Sensors<br>Against EPA Standards<\/strong><br>Kaylee Smith, George Mason University, University of Michigan Ann Arbor<br><br><strong>Graph Convolutional Networks for spatial interpolation of correlated data<\/strong><br>Marianne ABEMGNIGNI NJIFON, The Institute for Mathematical Stochastics \u2013 The<br>University of Goettingen<br><br><strong>Good Evidence \u2013 Sources of Bias in Big Spatiotemporal Data<\/strong><br>Peter Kedron, University of California Santa Barbara<br><br><strong>Exploring the Spatiotemporal Dynamics of Google Trends Data: An Application in<br>Estimating Childcare Demand<\/strong><br>Sean Reid, University of California, Santa Barbara<br><br><strong>Generative AI tools can enhance climate literacy but must be checked for biases and<br>inaccuracies<\/strong><br>Atkins Carmen, Virginia Tech<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_2d751a-33 > .kt-inside-inner-col,.kadence-column490_2d751a-33 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_2d751a-33 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_2d751a-33 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_2d751a-33 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_2d751a-33 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_2d751a-33{position:relative;}@media all and (max-width: 1024px){.kadence-column490_2d751a-33 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_2d751a-33 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_2d751a-33\"><div class=\"kt-inside-inner-col\">\n<figure id=\"PLP-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 8:<\/em><\/strong><br><strong>PLP-1-i<\/strong>: <strong>Positioning, place and location<\/strong><br><em><br><strong>Chair<\/strong>: Shashank Karki, Virginia Tech<\/em><br><br><br><br>July 23, 2024<br>3:00-4:30PM<br><\/td><td><strong>Sudan Research<\/strong><br>Ahmed Samir, George Mason University<br><br><strong>Place Identity: A Generative AI\u2019s Perspective<\/strong><br>Keemoon Jang, MIT Senseable City Lab<br><br><strong>Tracking Human Movement Indoors Using Terrestrial Lidar<\/strong><br>Shashank Karki, Virginia Polytechnic Institute and State University<br><br><strong>Replicable GPS Data Processing Workflow Using KNIME<\/strong><br>Will Jones, Harvard University and Virginia Tech<br><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_c0532e-ef > .kt-inside-inner-col,.kadence-column490_c0532e-ef > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_c0532e-ef > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_c0532e-ef > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_c0532e-ef > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_c0532e-ef > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_c0532e-ef{position:relative;}@media all and (max-width: 1024px){.kadence-column490_c0532e-ef > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_c0532e-ef > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_c0532e-ef\"><div class=\"kt-inside-inner-col\">\n<figure id=\"W-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 9: <\/em><\/strong><br><strong>W-1-i<\/strong>: <strong>FAIR and Replicability<\/strong><br><em><br><strong>Chair<\/strong>: Tao Hu, Oklahoma State University<\/em><br><br><br><br>July 23, 2024<br>1:15-2:45PM<br><\/td><td><strong>KNIME &amp; AI \u2013 An Overview of KNIME\u2019s AI Functionalities<\/strong><br>Elisabeth Richter, KNIME Inc.<br><br><strong>Replicable Spatial Data Analysis with Geospatial Analytics for KNIME<\/strong><br>Xiaokang Fu, Harvard University<br><br><strong>Automating Geographic Mapping from Descriptive Texts: A Novel Approach<\/strong><br>Zifu Wang, George Mason University<br><br><strong>FAIR Principles in Action: A Geocomputational Workflow Engine (GWE) for<br>Reproducible and Replicable Studies<\/strong><br>Tao Hu, Oklahoma State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQQkAHTwOxVNiNQ7_yHq7_cBIpu9mD0FvZMSbzaYRUXwKA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=uOLX36\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQQkAHTwOxVNiNQ7_yHq7_cBIpu9mD0FvZMSbzaYRUXwKA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=uOLX36\">Recording<\/a><br><br><strong>Improving user interaction for labeling workflow<\/strong><br>Evelyn Fontaine, George Mason University<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_4d904d-9f > .kt-inside-inner-col,.kadence-column490_4d904d-9f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_4d904d-9f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_4d904d-9f > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_4d904d-9f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_4d904d-9f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_4d904d-9f{position:relative;}@media all and (max-width: 1024px){.kadence-column490_4d904d-9f > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_4d904d-9f > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_4d904d-9f\"><div class=\"kt-inside-inner-col\">\n<figure id=\"SDL-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 10:<\/em><\/strong><br><strong>SDL-1-i<\/strong>: <strong>Spatial Data Lab: Platform and <\/strong><br><strong>Network for Spatiotemporal Data Science<\/strong><br><em><br><strong>Chair<\/strong>: Chaowei Yang, George Mason University<\/em><br><br><br><br>July 23, 2024<br>3:00-4:30PM<br><\/td><td><strong>Structure and Strategy<\/strong><br>Wendy Guan, Harvard University; Shuming Bao, Future Data Lab<br><br><strong>Development: Data, Tool and Case Studies<\/strong><br>Lingbo Liu and Xiaokang Fu, Harvard University<br><br><strong>Affiliate Lab Program<\/strong><br>Mengxi Zhang, Virginia Tech; Xinyue Ye, Texas A&amp;M University<br><br><strong>Internship and Fellowship Research Program<\/strong><br>Siqin Wang, University of South California; Xiao Huang, Emory University<br><br><strong>Research Collaboration and Network Development<\/strong><br>Yongze Song, Curtin University; Ting Zhang, University of Baltimore<br><br><strong>Discussants:<\/strong><br>\u25cf Peter Keton, University of California at Santa Barbara<br>\u25cf John Wilson, University of South California<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_9c1229-8e > .kt-inside-inner-col,.kadence-column490_9c1229-8e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_9c1229-8e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_9c1229-8e > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_9c1229-8e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_9c1229-8e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_9c1229-8e{position:relative;}@media all and (max-width: 1024px){.kadence-column490_9c1229-8e > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_9c1229-8e > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_9c1229-8e\"><div class=\"kt-inside-inner-col\">\n<figure id=\"FMS-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 11:<\/em><\/strong><br><strong>FMS-1-i<\/strong>: <strong>Foundation models and spatially-explicit A<\/strong><em><strong>I<\/strong><\/em><br><em><br><strong>Chair<\/strong>: Gengchen Mai, University of Texas at Austin<\/em><br><br><br><br>July 23, 2024<br>1:15-2:30PM<br><\/td><td><strong>Advancing Decentralized Control in Swarm Robotics with Spatio-Temporal Graph<br>Neural Networks<\/strong><br>Chang-Tien Lu, Virginia Tech<br><br><strong>Toward Geo-Foundation Models with Spatially-Explicit and Knowledge-Guided<br>Learning<\/strong><br>Yiqun Xie, University of Maryland<br><br><strong>TorchSpatial: A Location Encoding Framework and Benchmark for Spatial<br>Representation Learning<\/strong><br>Gengchen Mai, University of Texas at Austin<br><br><strong>Using a bias-variance trade-off to model multiscale neighborhood effects across<br>spatial supports<\/strong><br>Taylor Matthew Oshan, University of Maryland<br><br><strong>The Rise of the Data Science Assistant: LLM Agents in Action<\/strong><br>Hongxu Ma, Google Inc.<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_f0b053-9d > .kt-inside-inner-col,.kadence-column490_f0b053-9d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_f0b053-9d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_f0b053-9d > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_f0b053-9d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_f0b053-9d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_f0b053-9d{position:relative;}@media all and (max-width: 1024px){.kadence-column490_f0b053-9d > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_f0b053-9d > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_f0b053-9d\"><div class=\"kt-inside-inner-col\">\n<figure id=\"D-1-i\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 12: <\/em><\/strong><br><strong>D-1-i<\/strong>: <strong>Large language model<\/strong><br><em><br><strong>Chair<\/strong>: Zhaoya Gong, Peking University Shenzhen<\/em><br><br><br><br>July 23, 2024<br>3:00-4:30PM<br><\/td><td><strong>Reading remote sensing imagery like reading a text document: how can pretrained<br>vision-language models assist geospatial pattern mining from imagery?<\/strong><br>Xiao Huang, Emory University<br><br><strong>Optimizing LLM Classification with BERT and Targeted Data Preparation<\/strong><br>Yahya Masri, George Mason University<br><br><strong>CartoAgent: a multi-modal large language model empowered multi-agent mapping<br>framework and its application in map style transfer and evaluation<\/strong><br>Zhaoya Gong, School of Urban Planning and Design, Peking University Shenzhen<br>Graduate School<br><br><strong>Comparing the spatial querying capacity of ChatGPT-3.5, ChatGPT-4, and Gemini: An<br>empirical study of 3,108 U.S. counties<\/strong><br>Andrea Renshaw, Virginia Polytechnic Institute and State University<br><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_33f2db-44 > .kt-inside-inner-col,.kadence-column490_33f2db-44 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_33f2db-44 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_33f2db-44 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_33f2db-44 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_33f2db-44 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_33f2db-44{position:relative;}@media all and (max-width: 1024px){.kadence-column490_33f2db-44 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_33f2db-44 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_33f2db-44\"><div class=\"kt-inside-inner-col\">\n<figure id=\"A-2-o\" class=\"wp-block-table\"><table><tbody><tr><td><em><strong>Session <\/strong><\/em><strong><em>13:<\/em><\/strong><br><strong>A-2-o<\/strong>: <strong>Spatiotemporal Data Science Vision<\/strong><em><br><\/em><br><em><strong>Chair<\/strong>: Wei Luo, National University of Singapore<\/em><br><br><br><br>July 24, 2024<br>11:14-12:30PM<br><br><\/td><td><strong>Unraveling varying spatiotemporal patterns of dengue and associated exposure-response relationships with environmental variables in Southeast Asian countries before and during COVID-19<\/strong><br>Wei Luo, National University of Singapore<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Eb7h8QQTswxPssAgRKksmfcBMlvhJW4Gh2Coo019XZ2eXQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=3Xyv6l\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Eb7h8QQTswxPssAgRKksmfcBMlvhJW4Gh2Coo019XZ2eXQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=3Xyv6l\">Recording 1<\/a> | <a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQJBfZIhQxBIsNFRgyy60HEBqUmqF2s06qE0r3H-2xWESA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=8fVCNI\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQJBfZIhQxBIsNFRgyy60HEBqUmqF2s06qE0r3H-2xWESA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=8fVCNI\">Recording 2<\/a><br><br><strong>Geodesign in the Era of Artificial Intelligence<\/strong><br>Tianchen Huang, Texas A&amp;M University<br><br><strong>Adaptation of Telecoupling Toolbox \u2013 ArcGIS Toolbox into KNIME: Enhancing<br>Accessibility and Reproducibility in Studying Socioeconomic-Environmental<br>Interactions<\/strong><br>Nan Jia, Michigan State University<br><br><strong>Developing Open-access datasets from private Big Data Repositories: Challenges and<br>Opportunities<\/strong><br>Jack Hayes, Harvard Center for Geographic Analysis<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ESYPLav0-X1Esrew5dUNQg8BMvw4F6OwX4AAZVqOdYgf7A?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=njugsQ\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ESYPLav0-X1Esrew5dUNQg8BMvw4F6OwX4AAZVqOdYgf7A?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=njugsQ\">Recording<\/a><br><br><strong>Uncertainty and Replicability of GeoAI Models on Spatially Varying Effects: A Synthetic<br>Data Case Study<\/strong><br>Tian Tian, Harvard University &amp; Wuhan University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ERXkgqUyzXhLpqawijk5bc0BkvxQr-F9VtzHHar8pD-RFQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=k7y7FU\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ERXkgqUyzXhLpqawijk5bc0BkvxQr-F9VtzHHar8pD-RFQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=k7y7FU\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_b5afed-d6 > .kt-inside-inner-col,.kadence-column490_b5afed-d6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_b5afed-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_b5afed-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_b5afed-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_b5afed-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_b5afed-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column490_b5afed-d6 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_b5afed-d6 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_b5afed-d6\"><div class=\"kt-inside-inner-col\">\n<figure id=\"B-2-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 14:<\/em><\/strong><br><strong>B-2-o<\/strong>: <strong>Economic analyses<\/strong><br><em><br><strong>Chair<\/strong>: Rama Martin, The World Bank<\/em><br><br><br><br>July 24, 2024<br>11:15-12:30PM<br><\/td><td><strong>Spatial Econometric Analysis of the Impact of Health Infrastructure on TBC Patients:<br>Study Case in Indonesia Provinces Level<\/strong><br>Yessi Rahmawati, Airlangga University<br><br><strong>GeoAI-driven Location-Manpower Optimization for Efficient Resource Allocation in<br>the BFSI Sector<\/strong><br>Prageet Aeron ; Rohit Sindhwani ; Nakul Gupt ; Sneha Dhyani Bhatt; Sangeeta Shah<br>Bharadwaj, Management Development Institute, Gurgaon, India<br><br><strong>Measuring global economic activity using air pollution<\/strong><br>Rama Martin, The World Bank<br><br><strong>The Impact of Highway Access on Industrial Coagglomeration<\/strong><br>Minjia Guo, University of Glasgow<br><br><strong>Global Public Sentiment on Decentralized Finance: A Spatiotemporal Analysis of<br>Geo-tagged Tweets from 150 Countries<\/strong><br>Luyao Zhang, Duke Kunshan University<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_12465c-8b > .kt-inside-inner-col,.kadence-column490_12465c-8b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_12465c-8b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_12465c-8b > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_12465c-8b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_12465c-8b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_12465c-8b{position:relative;}@media all and (max-width: 1024px){.kadence-column490_12465c-8b > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_12465c-8b > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_12465c-8b\"><div class=\"kt-inside-inner-col\"><style>.kadence-column490_4070a7-07 > .kt-inside-inner-col,.kadence-column490_4070a7-07 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_4070a7-07 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_4070a7-07 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_4070a7-07 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_4070a7-07 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_4070a7-07{position:relative;}@media all and (max-width: 1024px){.kadence-column490_4070a7-07 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_4070a7-07 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_4070a7-07\"><div class=\"kt-inside-inner-col\">\n<figure id=\"C-3-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 15:<\/em><\/strong> <br><strong>C-3-o<\/strong>: <strong>Climate Change: Urban Heat Stress<\/strong><em><br><br><strong>Chair<\/strong>: Cong Cao, Caltech<\/em><br><br><br><br>July 24, 2024<br>11:15-12:30PM<br><\/td><td><strong>Climate change increases air pollution and heating demands in Norwegian cities: A<br>deep learning-based analysis<\/strong><br>Cong Cao, Caltech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EcJ5jjQYVeNEjvZJ_EKWrs4BmDrwMTHLQXpBgNPa0gf96w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Ub9jds\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EcJ5jjQYVeNEjvZJ_EKWrs4BmDrwMTHLQXpBgNPa0gf96w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Ub9jds\">Recording<\/a><br><br><strong>Leveraging GeoAI to Analyze Heat Exposure Patterns and Hospitalizations in Texas<\/strong><br>Ehsan Foroutan, Oklahoma State University<br><br><strong>Mitigating extreme heat by integrating human perception in digital twins<\/strong><br>Yuning Ye, Texas A&amp;M University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ8c7AHaLkpCmkXi89yRTr8BWrqrQz00QFCIgABn6xpXtw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=DpXqUc\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ8c7AHaLkpCmkXi89yRTr8BWrqrQz00QFCIgABn6xpXtw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=DpXqUc\">Recording 1<\/a> | <a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EcyRM9Xc8Q9Gujz_soQ_GBoB2dFXj694MmkXlJoJb7ylAg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=N5XAeJ\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EcyRM9Xc8Q9Gujz_soQ_GBoB2dFXj694MmkXlJoJb7ylAg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=N5XAeJ\">Recording 2<\/a><br><br><strong>Prediction of Thermal Comfort in Nature Conservation Area Based on Multiple<br>Machine Learning Models and Social Media Data<\/strong><br>Jun Yang, Virginia Tech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EfpTLUPeRlpPsbPvXLR2im0BG7VUWnHdFnjza7kzJLB84Q?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=NgkdWw\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EfpTLUPeRlpPsbPvXLR2im0BG7VUWnHdFnjza7kzJLB84Q?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=NgkdWw\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column490_a899ee-54 > .kt-inside-inner-col,.kadence-column490_a899ee-54 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_a899ee-54 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_a899ee-54 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_a899ee-54 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_a899ee-54 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_a899ee-54{position:relative;}@media all and (max-width: 1024px){.kadence-column490_a899ee-54 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_a899ee-54 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_a899ee-54\"><div class=\"kt-inside-inner-col\">\n<figure id=\"OS-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 16: <\/em><\/strong><br><strong>OS-1-o<\/strong>: <strong>Open Source Science<\/strong><br><em><br><strong>Chair<\/strong>: Xintao Liu, Hong Kong Polytechnic University<\/em><br><br><br><br>July 24, 2024<br>11:15-12:30PM<br><\/td><td><strong>CONNECT: Open-source planning models for Next-generation Equitable and efficient<br>Communities and Transportation<\/strong><br>Xuesong (Simon) Zhou, Arizona State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ6W34qohQRIqA2mdDx4PiIBes4calka1LYG1gbfued3xw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Td4eir\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ6W34qohQRIqA2mdDx4PiIBes4calka1LYG1gbfued3xw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Td4eir\">Recording 1<\/a> | <a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed8FY6DTwJpLog06e15rmJcBmcHw7rP8e6I892yMdRxSAw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=n7SsGX\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed8FY6DTwJpLog06e15rmJcBmcHw7rP8e6I892yMdRxSAw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=n7SsGX\">Recording 2<\/a><br><br><strong>GIS-KG: building a large-scale hierarchical knowledge graph for geographic<br>information science<\/strong><br>Jiaxin Du, Grand Valley State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/16-Du.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=uyJjJn\">Recording<\/a><br><br><strong>An AI-enabled Geospatial Platform for Smart Mobility of People with Disabilities<br>(PwDs)<\/strong><br>Xintao LIU, Hong Kong Polytechnic University<br><br><strong>Flying High with GIS: Drones for Spatiotemporal Modeling Education<\/strong><br>Yang Bo, San Jose State University<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_e23a09-02 > .kt-inside-inner-col,.kadence-column490_e23a09-02 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_e23a09-02 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_e23a09-02 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_e23a09-02 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_e23a09-02 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_e23a09-02{position:relative;}@media all and (max-width: 1024px){.kadence-column490_e23a09-02 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_e23a09-02 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_e23a09-02\"><div class=\"kt-inside-inner-col\">\n<figure id=\"W-2-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 17:<\/em><\/strong><br><strong>W-2-o<\/strong>: <strong>Computing and workflow<\/strong><br><em><br><strong>Chair<\/strong>: Lingbo Liu, Harvard University<\/em><br><br><br><br>July 24, 2024<br>1:30-3:00PM<br><\/td><td><strong>Computing Infrastructure in Spatiotemporal Research<\/strong><br>Joseph Rogers, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EY87FuMuf8FHukr2-uDc2uAB58wBs0UdBz17C8mRVguikQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=4hvt64\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EY87FuMuf8FHukr2-uDc2uAB58wBs0UdBz17C8mRVguikQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=4hvt64\">Recording<\/a> | <a href=\"https:\/\/gmuedu.sharepoint.com\/:p:\/r\/sites\/NSFSpatiotemporalInnovationCenter-GRP\/Shared%20Documents\/General\/2024%20STDS\/Presentations\/Joseph_Rogers_JulySymposiumPresentation.pptx?d=w99925d6c8d3345d9ae35ad7f8c4f1336&amp;csf=1&amp;web=1&amp;e=U92N2E\">Presentation<\/a> <br><br><strong>Containerizing AI-Driven Image Labeling Tool for Efficient Research Deployment<\/strong><br>Gian Sung, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EYiPu1FWSydFv88xBIjL47sBfjncs6YbuV0qGJLLrv0n6w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=fh2MGS\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EYiPu1FWSydFv88xBIjL47sBfjncs6YbuV0qGJLLrv0n6w?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=fh2MGS\">Recording<\/a><br><br><strong>Adaptation of Telecoupling Toolbox \u2013 ArcGIS toolbox into KNIME: Enhancing<br>Accessibility and Reproducibility in Studying Socio-economic-Environmental<br>Interactions<\/strong><br>Nakul Gupta and Nan Jia, Management Development Institute, Gurgaon, India and<br>Michigan State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed5nEvTTuYxEu9tqiSvDLxgBp-D0XuYylCi2riXTURYpwg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=IhLsSz\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ed5nEvTTuYxEu9tqiSvDLxgBp-D0XuYylCi2riXTURYpwg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=IhLsSz\">Recording<\/a><br><br><strong>Standardization and Modularization of Legacy Flask App to Improve Server-Side Module Workflow<\/strong><br>Rumi Khamidov, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EeQA_MPIo8tPnxviAuBAdWMBKydctNgvHH4JCFYCX_xwvg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=htUQEc\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EeQA_MPIo8tPnxviAuBAdWMBKydctNgvHH4JCFYCX_xwvg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=htUQEc\">Recording<\/a> | <a href=\"https:\/\/gmuedu.sharepoint.com\/:p:\/r\/sites\/NSFSpatiotemporalInnovationCenter-GRP\/Shared%20Documents\/General\/2024%20STDS\/Presentations\/Rumi-%20Symposium%20slides.pptx?d=w274c27adb6eb4017ad07a5dc2b157ec0&amp;csf=1&amp;web=1&amp;e=CM5QJm\">Presentation<\/a><br><br><strong>DPHPT, a Docker Approach to Automated, Parallel Hyperparameter Tuning of Deep Learning Models for Air Quality<\/strong><br>Theodore Trefonides, George Mason University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ETygx_GNJYxGibBQvQZ0P-QBJKa2Wvf3fUtIc1V0TdZ0Mg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=xdBZv0\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/ETygx_GNJYxGibBQvQZ0P-QBJKa2Wvf3fUtIc1V0TdZ0Mg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=xdBZv0\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_aec895-a7 > .kt-inside-inner-col,.kadence-column490_aec895-a7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_aec895-a7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_aec895-a7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_aec895-a7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_aec895-a7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_aec895-a7{position:relative;}@media all and (max-width: 1024px){.kadence-column490_aec895-a7 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_aec895-a7 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_aec895-a7\"><div class=\"kt-inside-inner-col\">\n<figure id=\"MM-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 18:<\/em><\/strong><br><strong>MM-1-o<\/strong>: <strong>Modeling and methods<\/strong><br><em><br><strong>Chair<\/strong>: Hanchen Yu, HKUST(GZ)<\/em><br><br><br><br>July 24, 2024<br>1:30-3:00PM<br><br><\/td><td><strong>Deep investigations on the autocorrelation feature of spatial data<\/strong><br>Zehua Zhang, Curtin University<br><br><strong>Exploring Multiscale Spatial Interactions: Multiscale Geographically Weighted<br>Negative Binomial Regression<\/strong><br>Hanchen Yu, HKUST(GZ)<br><br><strong>A multivariate spatiotemporal ARCH model<\/strong><br>Philipp Otto, School of Mathematics and Statistics<br><br><strong>Research on Measuring Industrial Structure Similarity between regions based on<br>Wasserstein distribution Algorithm<\/strong><br>Chen Lu, Southeast University<br><br><strong>Improving short-term bike sharing demand forecast through an irregular<br>convolutional neural network<\/strong><br>Xinyu LI, Texas A&amp;M University<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_579794-ae > .kt-inside-inner-col,.kadence-column490_579794-ae > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_579794-ae > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_579794-ae > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_579794-ae > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_579794-ae > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_579794-ae{position:relative;}@media all and (max-width: 1024px){.kadence-column490_579794-ae > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_579794-ae > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_579794-ae\"><div class=\"kt-inside-inner-col\">\n<figure id=\"HA-2-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 19:<\/em><\/strong><br><strong>HA-2-o<\/strong>: <strong>Health Accessibility &amp; Analytics<\/strong><br><em><br><strong>Chair<\/strong>: Tianyu Su, Harvard University<\/em><br><br><br><br>July 24, 2024<br>1:30-3:00PM<br><\/td><td><strong>Enhancing Neighborhood Walkability for the Elderly: Assessing and Visualizing a<br>Multi-Criteria Spatial Quality Model with Visual AI and Big Geospatial Data<\/strong><br>Tianyu Su, Harvard University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EWt8JQ5gPs1GvBnzRjCfS_0BbDLSN0vfNurYl5-ps4hprg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Zn54nH\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EWt8JQ5gPs1GvBnzRjCfS_0BbDLSN0vfNurYl5-ps4hprg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=Zn54nH\">Recording<\/a><br><br><strong>Uncovering Healthcare Accessibility Dynamics: A Study of Patients\u2019 Travel Behavior<br>and Urban-Rural Distance Decay in the United States<\/strong><br>Yaxiong Shao, Northern Illinois University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Eflc83rnz41Osonop87dZLQBFEUPefLRVv3a4uvDw85n-g?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=URzAmK\">Recording<\/a><br><br><strong>Measuring Spatial Inequalities in Accessibility to Water Point Sources Among the<br>Households in Sibi, Ghana<\/strong><br>Kanjin Kingsley &amp; Minxuan Lan, The University of Toledo<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ea9LufsB0PZEhZ1LCDqfhRYB8kEr-qg_jcuoGUL_qDM1Ng?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=7Qnxbp\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Ea9LufsB0PZEhZ1LCDqfhRYB8kEr-qg_jcuoGUL_qDM1Ng?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=7Qnxbp\">Recording<\/a><br><br><strong>Factors Impacting Pharmacy Success in Lowndes County, Georgia<\/strong><br>Bennett, Cameron and Lu, Jia, Valdosta State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EVORTigbCflNqqV4y3EK9AEBfNPYTOIruU5Z6MU0R8NpKA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=IzySI5\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EVORTigbCflNqqV4y3EK9AEBfNPYTOIruU5Z6MU0R8NpKA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=IzySI5\">Recording<\/a><br><br><strong>Integrating Spatial Data Science in One Health Research: A Case Study of Human Leptospirosis in southern Chile<\/strong><br>Anni Yang, University of Oklahoma<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EfAl2r228wpJun4PxPSZjGAB25hQDn35kS2OKbg_YF0K8Q?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=sWaarK\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EfAl2r228wpJun4PxPSZjGAB25hQDn35kS2OKbg_YF0K8Q?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=sWaarK\">Recording<\/a><br><br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EYQSrg35r4hAlo4VORacXqYBplgM5vv_Krtdin3GCcs0IQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=rVWQ2q\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EYQSrg35r4hAlo4VORacXqYBplgM5vv_Krtdin3GCcs0IQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=rVWQ2q\">Discussion<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_1287c9-ac > .kt-inside-inner-col,.kadence-column490_1287c9-ac > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_1287c9-ac > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_1287c9-ac > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_1287c9-ac > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_1287c9-ac > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_1287c9-ac{position:relative;}@media all and (max-width: 1024px){.kadence-column490_1287c9-ac > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_1287c9-ac > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_1287c9-ac\"><div class=\"kt-inside-inner-col\">\n<figure id=\"PCS-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong>S<em>ession 20:<\/em><\/strong><br><strong>PCS-1-o<\/strong>: <strong>Public and cyber safety<\/strong><br><em><br><strong>Chair<\/strong>: Minglei Liao, The Hong Kong Polytechnic University<\/em><br><br><br><br>July 24, 2024<br>1:30-3:00PM<br><\/td><td><strong>Measuring perceived racial heterogeneity and its impact on crime: an ambient<br>population-based approach<\/strong><br>Xin Gu, University of Cincinnati<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ0_XPrfgktDtWuCHs2ZlugBfielQJWE1jtX_knFjW4Kuw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=idjNrB\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQ0_XPrfgktDtWuCHs2ZlugBfielQJWE1jtX_knFjW4Kuw?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=idjNrB\">Recording<\/a><br><br><strong>Street Crime Prediction Using Mass Transit Infrastructures and Spatial-Temporal<br>Machine Learning Method<\/strong><br>Xiangyu Ren, San Jose State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EWq84gQ8pUZNk0a83lmDiKEBS1HKflfVj6mZiNyb09emDQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=66PVhA\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EWq84gQ8pUZNk0a83lmDiKEBS1HKflfVj6mZiNyb09emDQ?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=66PVhA\">Recording<\/a><br><br><strong>Digitalization era: Investigating the spatial interplay between cyber human activity<br>and economy with a hierarchical framework<\/strong><br>Minglei Liao, The Hong Kong Polytechnic University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Eamo9bl7-FVEoyAps1lSoFUBQFuy7cW334uP9b00Kq8tww?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=2d7pew\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/Eamo9bl7-FVEoyAps1lSoFUBQFuy7cW334uP9b00Kq8tww?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=2d7pew\">Recording<\/a><br><br><strong>STGraph: A Spatial-Temporal Graph Approach Using Urban Infrastructure Data<\/strong><br>Siji Chen, Virginia Tech<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EU1BbuYRkbpNpeIiQgLt7iwBoUBXU9Kyouyv4_Q3B2vehA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=aqBSul\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EU1BbuYRkbpNpeIiQgLt7iwBoUBXU9Kyouyv4_Q3B2vehA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=aqBSul\">Recording<\/a><br><br><strong>Migrant-native Disparities in Neighborhood Satisfaction in the Netherlands: the Role of Subjective Perceptions on Safety and Population Composition<\/strong><br>Weiyi Cao, Wageningen University &amp; MIT<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_7b1bec-2a > .kt-inside-inner-col,.kadence-column490_7b1bec-2a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_7b1bec-2a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_7b1bec-2a > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_7b1bec-2a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_7b1bec-2a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_7b1bec-2a{position:relative;}@media all and (max-width: 1024px){.kadence-column490_7b1bec-2a > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_7b1bec-2a > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_7b1bec-2a\"><div class=\"kt-inside-inner-col\">\n<figure id=\"F-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 21:<\/em><\/strong><br><strong>F-1-o<\/strong>: <strong>Flooding<\/strong><br><em><br><strong>Chair<\/strong>: Wenyu Zhang, Texas A&amp;M University<\/em><br><em>and National University of Singapore<\/em><br><br><br><br>July 24, 2024<br>3:15-4:30PM<\/td><td><strong>3D Flooded Area Modeling through Multi-modal Generative AI<\/strong><br>Shoujia Li, Texas A&amp;M University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/21-Li.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=nVfdZR\">Recording<\/a><br><br><strong>Development of a Web-Based Flood Monitoring and Assessment System Utilizing<br>Satellite Observation via the Google Earth Engine Platform<\/strong><br>WENYU ZHANG, Texas A&amp;M University and National University of Singapore<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/23-Huan.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=eldAUY\">Recording<\/a><br><br><strong>Understanding the spatial disparity in socio-economic recovery of coastal<br>communities following typhoon Meranti<\/strong><br>Shengping Ding, University of Copenhagen<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQExhMD4wopCl2Mc-El10fMBpCZPKzgrk8iv1MaXGNqLfA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=02vnY1\" data-type=\"link\" data-id=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/g\/personal\/stc_gmu_edu\/EQExhMD4wopCl2Mc-El10fMBpCZPKzgrk8iv1MaXGNqLfA?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=02vnY1\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_5ceeea-bb > .kt-inside-inner-col,.kadence-column490_5ceeea-bb > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_5ceeea-bb > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_5ceeea-bb > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_5ceeea-bb > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_5ceeea-bb > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_5ceeea-bb{position:relative;}@media all and (max-width: 1024px){.kadence-column490_5ceeea-bb > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_5ceeea-bb > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_5ceeea-bb\"><div class=\"kt-inside-inner-col\">\n<figure id=\"CLT-2-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 22:<\/em><\/strong><br><strong>CLT-2-o<\/strong>: <strong>Image Classification,<\/strong><br><strong> Labeling and Training data<\/strong><br><em><br><strong>Chair<\/strong>: Weishan Bai, Texas A&amp;M University<\/em><br><br><br><br>July 24, 2024<br>3:15-4:30PM<br><\/td><td><strong>Neuro-Cognitive Enhancement of Remote Sensing Image Classification<\/strong><br>Weishan Bai, Texas A&amp;M University<br><br><strong>Automated Farmland Segmentation Using Advanced Satellite Imagery for Precision<br>Agriculture<\/strong><br>Espoir MWUNGURA NGABO, University of Rwanda<br><br><strong>Urban weather prediction in Houston Metro area: an evaluation of the urban weather<br>generator model<\/strong><br>Cuiling Liu, Texas A&amp;M University<br><br><strong>Analysis of Multispectral and Hyper-spectral Imaging in Convolution Neural Networks<\/strong><br>Shyra LaGarde, Georgia Institute of Technology<br><a href=\"https:\/\/gmuedu.sharepoint.com\/:p:\/r\/sites\/NSFSpatiotemporalInnovationCenter-GRP\/Shared%20Documents\/General\/2024%20STDS\/Presentations\/Shyra_LaGarde_JulySymposiumSlideDeck.pptx?d=w41008f37e8c1410b91414514b7b85721&amp;csf=1&amp;web=1&amp;e=fqO1cr\">Presentation<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_7dbf99-cd > .kt-inside-inner-col,.kadence-column490_7dbf99-cd > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_7dbf99-cd > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_7dbf99-cd > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_7dbf99-cd > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_7dbf99-cd > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_7dbf99-cd{position:relative;}@media all and (max-width: 1024px){.kadence-column490_7dbf99-cd > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_7dbf99-cd > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_7dbf99-cd\"><div class=\"kt-inside-inner-col\">\n<figure id=\"S-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 23:<\/em><\/strong><br><strong>S-1-o<\/strong>: <strong>Smart cities and built environment<\/strong><br><em><br><strong>Chair<\/strong>: Hanlin Zhou, University of Toronto<\/em><br><br><br><br>July 24, 2024<br>3:15-4:30PM<br><\/td><td><strong>Explainable machine learning for understanding the associations of shared<br>e-scooter\u2013public transport integration with built environment and socio-demographics<\/strong><br>Pengxiang Zhao, GIS Centre, Department of Physical Geography and Ecosystem Science, Lund University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/23-Zhou.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=QIoFep\">Recording<\/a><br><br><strong>Correlation and causality between the built environment and traffic congestion: A<br>case study of New York City<\/strong><br>Weihua Huan, Tongji University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/23-Huan.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=eldAUY\">Recording<\/a><br><br><strong>Using GeoAI to Understand the Associations between Built Environment and Active<br>Transport<\/strong><br>Hanlin Zhou, University of Toronto<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/23-Zhou.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=QIoFep\">Recording<\/a><br><br><strong>Intelligent system based on Knime for detecting Potholes in Morocco roads: Case of El<br>Jadida City<\/strong><br>Mifdal Yassine, Aaroud Abdessadek, Tounsi Yassine, University of Chouaib Doukkali, El<br>Jadida \u2013 Morocco<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/23-Huan.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=eldAUY\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_79afdd-aa > .kt-inside-inner-col,.kadence-column490_79afdd-aa > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_79afdd-aa > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_79afdd-aa > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_79afdd-aa > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_79afdd-aa > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_79afdd-aa{position:relative;}@media all and (max-width: 1024px){.kadence-column490_79afdd-aa > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_79afdd-aa > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_79afdd-aa\"><div class=\"kt-inside-inner-col\">\n<figure id=\"GAI-1-o\" class=\"wp-block-table\"><table><tbody><tr><td><strong><em>Session 24:<\/em><\/strong><br><strong>GAI-1-o<\/strong>: <strong>Geo for AI vs. AI for Geo: <\/strong><br><strong>When GeoAI Meets Spatiotemporal Analysis and Modeling<\/strong><br><em><br><strong>Chair<\/strong>: Di Zhu, University of Minnesota<\/em><br><br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/24-DIscussion.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=X3WKJj\">Discussion<\/a><br><br>July 24, 2024<br>3:15-4:30PM<br><\/td><td><strong>On the Interpretability and Explanability of GeoAI for Spatiotemporal Analysis<\/strong><br>Ziqi Li, Florida State University<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/24-Li.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=w5wbd2\">Recording<\/a><br><br><strong>Talk about GeoAI: from the World Generation Process<\/strong><br>Peng Luo, MIT Senseable City Lab<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/24-Luo.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=MY0onh\">Recording<\/a><br><br><strong>Identifying built environment factors influencing driver yielding behavior at<br>unsignalized intersections: A naturalistic open-source dataset collected in Minnesota<\/strong><br>Tianyi Li, University of Minnesota<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/24-TianyiLi.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=gJ6r5R\">Recording<\/a> <br><br><strong>Geospatial uncertainty modeling in GeoAIGuofeng (N)<\/strong><br>Guofeng Cao, University of Colorado Boulder<br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/24-Coa.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=VONm4y\">Recording<\/a><br><br><strong>Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster<\/strong><br>Zhaonan Wang, NYU Shanghai<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column490_89f03c-c0 > .kt-inside-inner-col,.kadence-column490_89f03c-c0 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column490_89f03c-c0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column490_89f03c-c0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column490_89f03c-c0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column490_89f03c-c0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column490_89f03c-c0{position:relative;}@media all and (max-width: 1024px){.kadence-column490_89f03c-c0 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column490_89f03c-c0 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column490_89f03c-c0\"><div class=\"kt-inside-inner-col\">\n<figure id=\"concluding\" class=\"wp-block-table\"><table><tbody><tr><td><strong>Concluding Session<br><\/strong><br>July 24, 2024<br>4:30PM<\/td><td><strong>Closing Remarks<\/strong><br>Chaowei Yang, George Mason University &amp;<br>Shuming Bao, Future Data Lab<br><br><a href=\"https:\/\/gmuedu-my.sharepoint.com\/:v:\/r\/personal\/stc_gmu_edu\/Documents\/STDS\/Videos\/ClosingRemarks.mp4?csf=1&amp;web=1&amp;nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=dLaRK1\">Recording<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>9:00AM, July 23, 2024 Room 134, George Mason Square, 3351 Fairfax Dr, Arlington, VA Welcome Address Andre Marshall, Vice President, George Mason University Daniel Sui, Senior Vice President, Virginia Tech&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_FSMCFIC_featured_image_caption":"","_FSMCFIC_featured_image_nocaption":"","_FSMCFIC_featured_image_hide":"","footnotes":""},"class_list":["post-490","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/comments?post=490"}],"version-history":[{"count":74,"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/490\/revisions"}],"predecessor-version":[{"id":695,"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/490\/revisions\/695"}],"wp:attachment":[{"href":"https:\/\/stds.stcenter.net\/index.php\/wp-json\/wp\/v2\/media?parent=490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}