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Spatial response and power law distribution according to Winter storm Jonas

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  • Seungil Yum

    (University of Florida)

Abstract

This study examines the effects of Winter storm Jonas on spatial response and power law distribution. This study employs its own program called Twitgis for big data analyses to collect tweets data according to the pre-winter storm period, winter storm period, and post-winter storm period across the US states. This study finds that Winter storm Jonas plays a different role in the proportion of tweets according to periods and geographical locations. Tweets are highly fluctuated by periods and geographical locations. This study also finds that Winter storm Jonas plays a negative role in displacements over 150 km and reduces long distance trips. Lastly, this study shows that displacements in the winter storm period follow the power law distribution and show a significant difference from those in the non-winter storm period. The results in the paper allow governments and disaster managers to (1) explore online responses to natural disasters based on big data analyses of social media data, (2) understand spatial responses and displacements according to periods and regions, and (3) develop natural disaster policies based on a multitude of periods and regions.

Suggested Citation

  • Seungil Yum, 2023. "Spatial response and power law distribution according to Winter storm Jonas," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(6), pages 5241-5255, December.
    • Handle: RePEc:spr:qualqt:v:57:y:2023:i:6:d:10.1007_s11135-022-01610-7
    DOI: 10.1007/s11135-022-01610-7
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    1. Fabian Barthel & Eric Neumayer, 2012. "A trend analysis of normalized insured damage from natural disasters," Climatic Change, Springer, vol. 113(2), pages 215-237, July.
    2. Yasuyuki Todo & Kentaro Nakajima & Petr Matous, 2015. "How Do Supply Chain Networks Affect The Resilience Of Firms To Natural Disasters? Evidence From The Great East Japan Earthquake," Journal of Regional Science, Wiley Blackwell, vol. 55(2), pages 209-229, March.
    3. Datla, Sandeep & Sharma, Satish, 2008. "Impact of cold and snow on temporal and spatial variations of highway traffic volumes," Journal of Transport Geography, Elsevier, vol. 16(5), pages 358-372.
    4. Alexandru Bănică & Karima Kourtit & Peter Nijkamp, 2020. "Natural disasters as a development opportunity: a spatial economic resilience interpretation," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 40(2), pages 223-249, October.
    5. Jesús Crespo Cuaresma & Jaroslava Hlouskova & Michael Obersteiner, 2008. "Natural Disasters As Creative Destruction? Evidence From Developing Countries," Economic Inquiry, Western Economic Association International, vol. 46(2), pages 214-226, April.
    6. D. Brockmann & L. Hufnagel & T. Geisel, 2006. "The scaling laws of human travel," Nature, Nature, vol. 439(7075), pages 462-465, January.
    7. Eric Geist & Tom Parsons, 2014. "Undersampling power-law size distributions: effect on the assessment of extreme natural hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 72(2), pages 565-595, June.
    8. Oliver Gruebner & Sarah R. Lowe & Martin Sykora & Ketan Shankardass & SV Subramanian & Sandro Galea, 2018. "Spatio-Temporal Distribution of Negative Emotions in New York City After a Natural Disaster as Seen in Social Media," IJERPH, MDPI, vol. 15(10), pages 1-12, October.
    9. Boyeong Hong & Bartosz J. Bonczak & Arpit Gupta & Constantine E. Kontokosta, 2021. "Measuring inequality in community resilience to natural disasters using large-scale mobility data," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    10. Pagnottoni, Paolo & Spelta, Alessandro & Flori, Andrea & Pammolli, Fabio, 2022. "Climate change and financial stability: Natural disaster impacts on global stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 599(C).
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