top of page



GEAR Lab Welcomes Dr. Michael F. Goodchild for Academic Exchange and Discussion
On November 10, 2025, the Department of Geography at Texas A&M University had the great honor of hosting Dr. Michael F. Goodchild, Emeritus Professor of Geography at the University of California, Santa Barbara (UCSB), and a member of the U.S. National Academy of Sciences. During his visit, Dr. Goodchild engaged in stimulating discussions with faculty and graduate students, focusing on topics such as Cartography, Human-environment interactions, and Spatial representation. His


📢 New Publication Featuring GEAR Lab Contribution in Process Safety and Environmental Protection!
We are pleased to share a new peer-reviewed publication in which GEAR Lab member Dr. Lei Zou contributed as a co-author: 🎯 “Fine-tuned large language models for natech analytics: Evidence from two decades of Texas chemical emission incidents” 🔍 Study Overview Natural-hazard-triggered technological accidents ( Natechs ) remain a significant yet under-examined risk for chemical process industries. Although decades of incident records exist, they are largely unstructured and


📢 New Publication from GEAR Lab in Annals of the American Association of Geographers (AAG)!
We are thrilled to share that Dr. Bing Zhou (lead author), Dr. Lei Zou , Mingzheng Yang , Binbin Lin , Debayan Mandal , Joynal Abedin , Heng Cai , Shuiwang Ji , Andrew Klein , and Hao Tian have published a new paper: 🎯 “Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes” 🔍 Study Overview This study explores how social media , especially X (formerly Twitter) , can support fast and reliab


Congratulations to Dr. Joynal Abedin on His Successful Dissertation Defense and Joining Ohio University as Assistant Professor of Instruction!
The GEAR Lab is delighted to share that Joynal Abedin successfully defended his Ph.D. dissertation on Monday, October 20th, 2025. His dissertation, “ Modeling the Dynamics of Climatic and Environmental Hazard Risks by Leveraging Geospatial Data Science ,” sits at the intersection of urban geography, disaster resilience, and sustainable planning. His research quantitatively assessed multi-scale community exposure and risk to flooding and air pollution in both developing and d


Dr. Hui Luan Visits GEAR Lab and Delivers Invited Talk on Uncertainty in Spatiotemporal Statistical Modeling
The GEAR Lab at Texas A&M University was delighted to host Dr. Hui Luan , a spatial epidemiologist and spatial data scientist from UT Southwestern Medical Center (UTSW), for an invited talk focusing on uncertainty in spatiotemporal statistical modeling . His visit sparked vibrant discussions on cutting-edge spatial health research and methodological innovation. Dr. Luan’s talk provided an in-depth look at how uncertainty influences the analysis and interpretation of spatiotem


🎉 Congratulations to Dr. Debayan Mandal (Rohan) on His New Leadership Role!
We are delighted to share that Rohan has been selected as the Communication Director for the AAG Specialty Group on Geographic...


Dr. Zou Presents Invited Talk on Responsible GeoAI at ISU-NISS Conference
On September 12-14, 2025, Dr. Lei Zou was invited to deliver a featured talk at the ISU-NISS Conference on AI and Statistics , held at...


🎉Welcome to the GEAR Lab, Mitch Zhang and Ritika Sanadi!
We are excited to welcome Mitch and Ritika , who joined GEAR Lab as senior undergraduates at Texas A&M University this year! 🎉 Mitch...


Congratulations to Mingzheng Yang for Passing Ph.D. Proposal Defense 🎉
We are delighted to share that Mingzheng Yang has successfully passed his Ph.D. proposal defense and is now officially a Ph.D....


GEAR Lab Highlights at ICC 2025 in Vancouver, Canada🇨🇦
The GEAR Lab had a remarkable presence at the International Cartographic Conference (ICC) 2025 in Vancouver, Canada. Our members...


Welcome to the GEAR Lab, Zongrong(Jasper) Li!
We are excited to welcome Jasper , who joined GEAR lab this Fall 2025! 🎉 Zongrong (Jasper) Li is a Ph.D. student in Geography at Texas...


📢 New Publication from GEAR Lab in Computers, Environment and Urban Systems!
We are thrilled to share that Yifan Yang (lead author) and Dr. Lei Zou , along with Bing Zhou, Daoyang Li, Binbin Lin, Joynal Abedin,...


📚 New Book Chapter: Integrating Natural Language Processing in Human Geography
We are pleased to share a new publication co-authored by Bing Zhou , Binbin Lin , Lei Zou , Mingzheng Yang , Hao Tian , and Heng Cai ,...


🎉 Congratulations to Joynal Abedin — 2025 CaGIS Student Scholarship Recipient!
We are excited to announce that Joynal Abedin , Ph.D. candidate in the GEAR Lab at Texas A&M, has been awarded the prestigious 2025 CaGIS...


🎉 Congratulations to Dr. Bing Zhou on His New Faculty Position (Tenure Track AP at UTK)! 🎓➡️👨🏫
We are thrilled to share that Dr. Bing Zhou , a former Ph.D. graduate from the GEAR Lab, will be joining the University of Tennessee,...


📄 New Publication: AI-Enabled Decision Support for Coastal Infrastructure Resilience
Dr. Lei Zou has co-authored a new paper titled “ Toward Coastal Infrastructure Resiliency: An AI-Enabled Decision Support Framework for...


🌏 Dr. Lei Zou's Invited Talk at the Japan Geoscience Union (JpGU) Conference
Dr. Lei Zou was invited to give a talk at the Japan Geoscience Union (JpGU) Conference , presenting on “ Geospatial Big Data and AI for...


🎉 Congratulations to Yifan Yang — TAMIDS Data Science Ambassador (2025–2026)!
We’re excited to share that Yifan Yang , a Ph.D. student in the GEAR Lab, has been selected as one of the 2025–2026 Data Science Student...


Joynal Abedin Received the TAMU Department of Geography Excellence in Research Award
We are delighted to share that Joynal Abedin , a Ph.D. candidate in the GEAR Lab, has been awarded the 2025 Excellence in Research Award...


📢 New Publication from GEAR Lab Members in Applied Spatial Analysis and Policy!
We are excited to announce that Dr. Lei Zou has co-authored a new paper titled “ Urban Climate Adaptation and REsilience (U-CARE) in...


🎓 Celebrating Dr. Binbin Lin’s Graduation! 🎉
The GEAR Lab is thrilled to celebrate the graduation of Dr. Binbin Lin , who successfully earned her Ph.D. in Geography from Texas A&M...


Joynal Abedin Won the 1st Place at Texas A&M Student Research Week Poster Competition
We are proud to share that Joynal Abedin , a GEAR Lab member and Ph.D. candidate in Geography at Texas A&M, earned first place in the...


Congratulations to Dr. Binbin Lin for Winning Distinguished Dissertation Award
We are thrilled to share that Dr. Binbin Lin has been honored with the prestigious 2025 Distinguished Dissertation Award from the Texas...


Congratulations to Dr. Lei Zou — 2025 AAG-SAM Emerging Scholar Award Winner!
We are thrilled to announce that Dr. Lei Zou has been honored with the 2025 Emerging Scholar Award by the Spatial Analysis and Modeling...


Yifan Yang and Jasper Li Winning Honorable Mentions at AAG 2025 GISS Competition
We are proud to share that Yifan Yang , a first-year Ph.D. student in the GEAR Lab, and Zongrong (Jasper) Li , an incoming Ph.D. student...


AAG 2025 at Detroit, MI
On March 24-28, 2025, GEAR Lab members attended the 2025 Annual Meeting of the American Association of Geographers at Detroit, Michigan....


Dr. Lei Zou Presents Invited Talk on "Building a Resilient Future with Socially Responsible GeoAI" at the TAMIDS Ethical and Explainable GeoAI Workshop
Dr. Lei Zou was invited to deliver a talk at the TAMIDS Ethical and Explainable GeoAI Workshop , held on February 27, 2025, at Texas A&M...


Dr. Lei Zou Gives Invited Talk on Geospatial Data Science for a Climate-Resilient Future
Dr. Lei Zou recently delivered an invited talk at the Department of Atmospheric Sciences on " Expect the Unexpected: Geospatial Data...


Dr. Lei Zou’s Team Receives TAMIDS 2024 Seed Program Award for AI and Data Science Research
We are excited to announce that Dr. Lei Zou is part of a research team awarded funding through the Texas A&M Institute of Data Science...


Congratulations to Dr. Binbin Lin on a Successful PhD Defense! 🎉
We are thrilled to announce that Binbin Lin has successfully defended their PhD dissertation, "Social Sensing for Public Health: A BESH...


New Publication Alert: Machine Learning for Predicting Chemical Emission Incidents Triggered by Natural Hazards
We are pleased to share that a new study co-authored by Dr. Lei Zou has been published in Process Safety and Environmental Protection: 📄...


New Publication: Modeling the Impacts of Governmental and Human Responses on COVID-19 Spread
We are thrilled to announce that Binbin Lin and colleagues have published a new research article in the International Journal of Digital...

Geospatial Exploration and Resolution (GEAR) Lab
bottom of page