Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes.

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Title: Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes.
Authors: Zhou, Bing1,2, bzhou11@utk.edu, Zou, Lei3, lzou@tamu.edu, Yang, Mingzheng3, ymz2020@tamu.edu, Lin, Binbin3, bb2020@tamu.edu, Mandal, Debayan3, dmandal9@asu.edu, Abedin, Joynal3, j.abedin@tamu.edu, Cai, Heng3, hengcai@tamu.edu, Ji, Shuiwang4, sji@tamu.edu, Klein, Andrew3, klein@tamu.edu, Tian, Hao3, haotian@tamu.edu
Source: Annals of the American Association of Geographers; 2026, Vol. 116 Issue 3, p501-523, 23p
Database: Humanities Source
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An: 191615428
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PubType: Academic Journal
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  Data: Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes.
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  Data: <searchLink fieldCode="AU" term="%22Zhou%2C+Bing%22">Zhou, Bing</searchLink><relatesTo>1,2</relatesTo>, <i>bzhou11@utk.edu</i><br /><searchLink fieldCode="AU" term="%22Zou%2C+Lei%22">Zou, Lei</searchLink><relatesTo>3</relatesTo>, <i>lzou@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Mingzheng%22">Yang, Mingzheng</searchLink><relatesTo>3</relatesTo>, <i>ymz2020@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Lin%2C+Binbin%22">Lin, Binbin</searchLink><relatesTo>3</relatesTo>, <i>bb2020@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Mandal%2C+Debayan%22">Mandal, Debayan</searchLink><relatesTo>3</relatesTo>, <i>dmandal9@asu.edu</i><br /><searchLink fieldCode="AU" term="%22Abedin%2C+Joynal%22">Abedin, Joynal</searchLink><relatesTo>3</relatesTo>, <i>j.abedin@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Cai%2C+Heng%22">Cai, Heng</searchLink><relatesTo>3</relatesTo>, <i>hengcai@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Ji%2C+Shuiwang%22">Ji, Shuiwang</searchLink><relatesTo>4</relatesTo>, <i>sji@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Klein%2C+Andrew%22">Klein, Andrew</searchLink><relatesTo>3</relatesTo>, <i>klein@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Tian%2C+Hao%22">Tian, Hao</searchLink><relatesTo>3</relatesTo>, <i>haotian@tamu.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Annals+of+the+American+Association+of+Geographers%22">Annals of the American Association of Geographers</searchLink>; 2026, Vol. 116 Issue 3, p501-523, 23p
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1080/24694452.2025.2560491
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      – Code: eng
        Text: English
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        PageCount: 23
        StartPage: 501
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      – TitleFull: Rapid Disaster Response and Damage Estimation with Social Media and Pretrained Large Language Models: Insights from Multiple Hurricanes.
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            NameFull: Zhou, Bing
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            NameFull: Zou, Lei
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            NameFull: Yang, Mingzheng
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          Dates:
            – D: 01
              M: 03
              Text: 2026
              Type: published
              Y: 2026
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              Value: 116
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            – TitleFull: Annals of the American Association of Geographers
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