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geosciences-15-00100.pdf

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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109107 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109107 http://eprints.org/relation/ismediumThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109107 109112 2 330411 document 109112 small.jpg image/png 66834647eb2735ce9d2adedb78cf149b MD5 1786 2025-03-11 07:55:58 https://pure.iiasa.ac.at/id/eprint/20439/6/small.jpg 20439 6 6 image/png other Thumbnails conversion from text to thumbnail_small en public

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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/109107 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/109107 http://eprints.org/relation/issmallThumbnailVersionOf https://pure.iiasa.ac.at/id/document/109107 archive 353 disk0/00/02/04/39 2025-03-11 07:46:17 2025-03-12 05:00:49 2025-03-11 07:46:17 article show Erokhin D. 9200 0000-0002-5191-0579 pub ASA CAT This study explores public discourse surrounding the January 2025 California wildfires by analyzing high-engagement YouTube comments. Leveraging sentiment analysis, misinformation detection, and topic modeling, this research identifies dominant emotional tones, thematic patterns, and the prevalence of misinformation in discussions. The results show a predominantly neutral to positive sentiment, with notable emotional intensity in misinformation-related comments, which were rare but impactful. The thematic analysis highlights concerns about governance, environmental issues, and conspiracy theories, including water mismanagement and diversity-related critiques. These findings provide insights for crisis communication, policymaking, and misinformation management during disasters, emphasizing the importance of aligning strategies with public concerns. 2025-03-11 published Molecular Diversity Preservation International (MDPI) 10.3390/geosciences15030100 3134 public Geosciences 15 3 TRUE 2076-3263 no info:eu-repo/semantics/article