Uncovering Regional Structures and Collaboration Hubs in Baden-Württemberg through Clustering a Company Hyperlink Network
Umut Nefta Kanilmaz
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
Thomas Schneidergruber
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
Sebastian Schmidt
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
ISTARI.AI, Mannheim, Germany
Robert Dehghan
ISTARI.AI, Mannheim, Germany
Institute for SME Research and Entrepreneurship, University of Mannheim, Mannheim, Germany
Johannes Scholz
Department of Geoinformatics—Z GIS, University of Salzburg, Salzburg, Austria
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Our research explores how social media can help understand public responses to floods, focusing on the 2021 western European flood. We found that discussions varied by location and flood impact: in-disaster concerns were more common in severely affected upstream areas, while post-disaster topics dominated downstream. Findings show the potential of social media for improving disaster coordination along cross-border rivers in time-sensitive situations.
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Matthias Winter and Johannes Scholz
AGILE GIScience Ser., 5, 53, https://doi.org/10.5194/agile-giss-5-53-2024, https://doi.org/10.5194/agile-giss-5-53-2024, 2024
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