![\"Olivia](\"https:\/\/libraries.mit.edu\/app\/uploads\/sites\/4\/2026\/06\/OliviaGirand_Photo-150x150.jpg\")
Undergraduate Winner\nOlivia Girand,<\/strong> Mechanical Engineering
\n\u201cPrioritizing Early Electric School Bus Deployment in New York City\u201d
\nGirand\u2019s research posed the question, \u201cWhere in New York City is most suitable for early electric school bus deployment when considering environmental justice, public health, and infrastructure readiness?\u201d<\/p>\n
<\/p>\n
![\"Prioritizing](\"https:\/\/libraries.mit.edu\/app\/uploads\/sites\/4\/2026\/06\/OliviaGirand_MIT_Libraries_Poster-300x257.png\")
<\/a>Click image to view PDF<\/p><\/div>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
<\/p>\n
Click image to view PDF<\/p><\/div>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n <\/p>\n MIT Libraries\u2019 Data Services<\/a> (Geographic Information Systems, Data Management Services, and Statistical Services) provides assistance across the Institute in data management, creation, visualization, and analysis in support of all aspects of the research, teaching, and learning workflows. Data Services experts offer support, training, and consultations both online and in person at the GIS & Data Lab<\/a>, located in Rotch Library (7-238).<\/p>\n","protected":false},"excerpt":{"rendered":" The results are in for the MIT Libraries\u2019 first-ever Geospatial Data Visualization Contest! Cash prizes of $500 were awarded to one undergraduate winner and one graduate student winner. To be eligible, posters had to include at least one map created with MIT-owned data. Entries could highlight any topic, whether it be infrastructure, public health, or ecological change. Entries were judged based on criteria including creativity of chosen topic; use of GIS in executing the project; data selection relevance to topic; documentation of workflow and analytical methods; and data visualization and effectiveness of cartographic communication. Congratulations to the winners! Undergraduate Winner […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"subtitle":"","is_event":false,"calendar_url":"","calendar_id":"","calendar_image":"","pauthor":"MIT Libraries","urgent":false,"notes":"","featuredListImg":false,"homeImg":false,"listImg":"https:\/\/libraries.mit.edu\/app\/uploads\/sites\/4\/2026\/06\/Xiaoyue-Yan_web_323x111_acf_cropped.png","homepage_post_title":"","featuredArticle":"false"},"categories":[10,239,237],"tags":[],"class_list":["post-44384","post","type-post","status-publish","format-standard","hentry","category-10","category-architecture-planning","category-data"],"acf":[],"_links":{"self":[{"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/posts\/44384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/comments?post=44384"}],"version-history":[{"count":15,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/posts\/44384\/revisions"}],"predecessor-version":[{"id":44407,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/posts\/44384\/revisions\/44407"}],"wp:attachment":[{"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/media?parent=44384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/categories?post=44384"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/libraries.mit.edu\/news\/wp-json\/wp\/v2\/tags?post=44384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/libraries.mit.edu\/app\/uploads\/sites\/4\/2026\/06\/Xiaoyue-Yan-copy-150x150.png\")
Graduate Student Winner
\nXiaoyue Yan,<\/strong> Architecture
\n\u201cWhere Heat Meets Density: Exploring the Urban Heat Island Effect in New York City\u201d
\nUrban Heat Islands occur when cities become warmer than surrounding rural or less developed areas due to dense buildings, paved surfaces, limited vegetation, and human activities. The project used Land Surface Temperature (LST), commonly derived from satellite remote sensing, as an indicator of urban heat intensity to visualize heat distribution across New York City and examine its relationship with physical urban environment parameters.<\/p>\n![\"\"](\"https:\/\/libraries.mit.edu\/app\/uploads\/sites\/4\/2026\/06\/Xiaoyue-Yan_web-877x1024.png\")
<\/a>