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Binbin Lin,
Ph.D. Student

Geography, Texas A&M University

  • Twitter
  • Human-Pandemic Dynamics

  • Multi-dimensional Social Sensing

  • Mental Health

  • Spatial-Temporal Analytics and Modeling

  • Cartography and Geo-Visualization
  • Geographic Information Science (GIScience)

  • Liknedin
  • Twitter

Education

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Ph.D.

​Texas A&M University

Geography

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College Station, Texas, USA

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Advisor: Prof. Lei Zou

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Dissertation: Inequality in Public Health: Insights from Multidimensional Social Sensing

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M.S.

Nanjing University of Information Science & Technology

3S Integration and Meteorological Applications

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Nanjing, China

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Advisor: Prof. Xinfa Qiu

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Thesis: Analysis of the influence of DEM with different fineness on precipitation estimation model

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GIS Summer Scholars Program

Saint Louis University

Geography

Missouri, USA

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B.E.

Nanjing University of Information Science & Technology

Geographic Information Science

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Nanjing, China

Publications

-    Total: 19
o    Journal Articles – published & accepted: 9, in review/revision: 3
o    Conference Proceedings – published & accepted: 6
o    Book Chapters & Reports – published & accepted: 1


•    Peer-Reviewed Journal Articles

   
12. Lin, B., Zou, L., Yang, M., Zhou, B., Mandal, D., Abedin, J. Cai, H., and Ning, N. 2024. Understanding Human-COVID-19 Dynamics using Geospatial Big Data: A Systematic Literature Review. Annals of the American Association of Geographers. Under Review.


11. Lin, B., Dai, Y., Zou, L., and Ning, N. 2024. Statistical Machine Learning Meets High-Dimensional Spatiotemporal Challenges- A Case Study of COVID-19 Modeling. Computers, Environment and Urban System. Under Review. [Link]


10. Abedin, J., Zou, L., Yang, M., Rohli, R., Mandal, D., Qiang, Y., Akter, H., Zhou, B., Lin, B., and Cai, H. 2024. Deciphering Spatial-Temporal Dynamics of Flood Exposure in the United States. Sustainable Cities and Society. Available at SSRN 4626955. [Link]


9. Tian, H., Cai, H., Hu, L., Qiang, Y., Zhou, B., Yang, M., and Lin, B. 2024. Unveiling Community Adaptations to Extreme Heat Events Using Mobile Phone Location Data. Journal of Environmental Management. Under Review. [Link]


8. Lin, B., Zou, L., Zhao, B., Huang, X., Cai, H., Yang, M., and Zhou, B. 2024. Sensing the pulse of the pandemic: unveiling the geographical and demographic disparities of public sentiment toward COVID-19 through social media. Cartography and Geographic Information Science, 1-19. [Link]


7. Zhou, B., Zou, L., Yang, M., Lin, B., Mandal, D., and Abedin, J. 2024. Overlooked voices under strict lockdown: mapping humanitarian needs in 2022 Shanghai COVID-19 outbreak. Cartography and Geographic Information Science, 1-19. [Link]


6. Mandal, D., Zou, L., Abedin, J., Zhou, B., Yang, M., Lin, B., and Cai, H. 2023. Algorithmic Uncertainties in Geolocating Social Media Data for Disaster Management. Cartography and Geographic Information Science, 1-18. [Link]


5. Lin, B., Zou, L., Duffield N., Mostafavi A., Cai, H., Zhou, B., Tao, J., Yang, M., Mandal, D. and Abedin, J. 2022. Revealing the Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media. International Journal of Digital Earth, 15 (1), 868-889. [Link]


4. Zhou, B., Zou, L., Mostafavi, A., Lin, B., Yang, M., Gharaibeh, N., Cai, H., Abedin, J., and Mandal. D. 2022. VictimFinder: VictimFinder: Harvesting rescue requests in disaster response from social media with BERT." Computers, Environment and Urban Systems, 95: 101824. [Link]


3. Yang, M., Zou, L., Cai, H., Qiang, Y., Lin, B., Zhou, B., Abedin, J., and Mandal. D. 2022. Spatial–Temporal Land Loss Modeling and Simulation in a Vulnerable Coast: A Case Study in Coastal Louisiana. Remote Sensing, 14 (4):896. [Link]


2.  Hu, J., Zhang, B., Peng, D., Yu, R., Liu, Y., Xiao, C., Li, C., Dong, T., Fang, M., Ye, H., Huang, W., Lin, B., Wang, M., Cheng., E, and Yang., S. 2022. Estimation of wheat tiller density using remote sensing data and machine learning methods. Frontiers in Plant Science, 13. [Link]


1. Zheng, S., Zhang, B., Peng, D., Yu, L., Lin, B., Pan, Y., and Xie. Q. 2021. The trend towards a warmer and wetter climate observed in arid and semi-arid areas of northwest China from 1959 to 2019. Environmental Research Communications, 3 (11):115011. [Link]


•    Conference Proceedings


6. Lin, B. Mapping the temporally evolved geographic disparities of public perceptions of COVID-19 through social media. In 31st International Cartographic Conference (ICC 2023), 6:142. [Link]


5. Zou, L., Li, W., Yang, M., Lin, B., Abedin, J. The impact of social isolation on sleep disturbances – evidence from geospatial big data during COVID-19. In 31st International Cartographic Conference (ICC 2023), 6:293. [Link]


4. Zou, L., Zhou, B., Lin, B., Mandal, D., Yang, M., Abedin, J. Smart Disaster Response with GeoAI and Big Data. In AGU 2023. Vol. 2023. [Link]


3. Zou, L., Cai, H., Mandal, D., Abedin, J., Yang, M., Lin, B. Empowering smart disaster response with social media and GeoAI. In AGU 2022. Vol. 2022. [Link]


2. Cai, H., Lin, B., Li, D., Zou, L. Revealing Disaster Resilience Inequalities during Texas 2021 Winter Storm through Geospatial Data Mining. In AGU 2022. Vol. 2022. [Link]


1. Abedin, J., Zou, L., Yang, M., Rohli, R., Mandal, D., Qiang, Y., Akter, H., Zhou, B., Lin, B., Cai, H. Deciphering Spatial-Temporal Dynamics of Flood Exposure in the United States. In AGU 2022. Vol. 2022. [Link]


•    Book Chapter


1. Zou, L., Mostafavi, A., Zhou, B., Lin, B., Yang, M., Abedin, J., Mandal, D., Cai, H. GeoAI for Disaster Response. Handbook of GeoAI (Editors: Song Gao, Yingjie Hu, and Wenwen Li). [Link]

Awards

2021

2023

  • ICA Scholarship, $300

  • Second place in the AAG 2023 GISS-SG Student Honors Paper Competition, 2023 AAG, $450.

  • USNC Travel Funding for attending the ICC Conference, 2023 ICA, $2778.

  • Spatial Analysis and Modeling (SAM) Specialty Group Student Travel Awards, 2023 AAG, $250.

2022

  • First place at TxGIS day 2022 Graduate student research presentations, TAMU, $200.

  • AutoCarto 2022 Student Assistantship, 2022 AutoCarto, $750.​

  • Department of Geography Excellence in Research and Teaching Awards, TAMU, $500.

  • Student Travel Fund, 2022 AAG, $50.

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2021

  • Best Paper Award (ranks 1st out of 35 selected presentations as 2nd author), International Symposium on Geospatial Approaches to Combating Covid-19.​

  • First place in the Geographic Information Science and Systems student paper competition (as 3rd author), 2021 AAG.​

  • Student Travel Fund, 2021 AAG, $50.

2013 ~ 2016

  • Second Prize in the 5th National GIS Application Skills Competition for College Students, Nanjing University of Information Science & Technology, China

  • Jiangsu Provincial State Scholarship for College Students Who Wish to Participate in Short-time Exchange Study Abroad, Nanjing University of Information Science & Technology, China.​

  • First-level Merit-based Scholarship, Nanjing University of Information Science & Technology, China.

2017 ~ 2019

  • Second-level Progress Award in National Geomatics Science and Technology Field in 2019, Nanjing University of Information Science & Technology, China.

  • First-level Merit-based Scholarship for New Graduate Students of NUIST, Nanjing University of Information Science & Technology, China.​

  • Excellent Undergraduate Graduation Thesis among Geomatics Majors in Jiangsu in 2017, Nanjing University of Information Science & Technology, China.

Presentations

Teaching Experience

Guest Lecture

What does Social Media tell us about Disaster? Taking Twitter as an example

TAMU, GEOG695, Forentiers in GIS

2024 Spring

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How does Geodatabase empower social media data mining to sense the pulse of COVID-19

TAMU, GEOG659, GeoDatabase

2023 Fall

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Applications of GIS in Public health

TAMU, GEOG476, GeoScience Application

2022 Spring

Teaching Assistant

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Advanced GIS

TAMU, GEOG475

2024 Spring

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GIS Programming

TAMU, GEOG392

2023 Fall

Academic Services

Conference Organizations

  • Session Chair/Organizer: AAG 2024 - GeoAI and Deep Learning Symposium: GeoAI and Social Sensing for Human-Pandemic Dynamics

  • Session Chair/Organizer: AAG 2023 - Understanding Human-Pandemic Dynamics using Geospatial Big Data

Invited Reviews

  • International Journal of Applied Earth Observation and Geoinformation

  • Annals of GIS

  • International Journal of Disaster Risk Reduction

  • International Journal of Health Care Quality Assurance

  • Transportation Research Board Annual Meeting

  • Social Network Analysis and Mining

  • Computational Urban Science

  • IEEE Access

Student Mentorship

  • 2024    Silin Ji,           Graduate student, Department of Statistics, TAMU.
                                        Evolving Effects of Non-Pharmaceutical Interventions (NPIs)                                        on COVID-19 Health Impacts in the United States

  • 2023    Raul DevoraUndergraduate student, Department of Geography, TAMU.
                                         Spatial-temporal Dashboard Design for Visualizing Human                                         Responses to COVID-19 and Its Health Impacts.

Others

  • 2023-pres.   Member of GIStory, a sub-program within the non-profit GISPhere.                            Responsible for conducting interviews with influential figures in                                  Geography, inspiring students to pursue careers in the field.

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