Binbin Lin,
Ph.D. Student

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]