References
- Assumpção, T. H., I. Popescu, A. Jonoski, and D. P. Solomatine. 2018. “Citizen Observations Contributing to Flood Modelling: Opportunities and Challenges.” Hydrology and Earth System Sciences 22 (2): 1473–1489. doi:10.5194/hess-22-1473-2018.
- Blake, Eric S., and David A. Zelinsky. 2018. Hurricane Harvey. AL092017. National Hurricane Center Tropical Cyclone Report. National Hurricane Center. https://www.nhc.noaa.gov/data/tcr/AL092017_Harvey.pdf.
- Bollen, Johan, Huina Mao, and Xiaojun Zeng. 2011. “Twitter Mood Predicts the Stock Market.” Journal of Computational Science 2 (1): 1–8. doi:10.1016/j.jocs.2010.12.007.
- Cai, Heng, Nina S. N. Lam, Lei Zou, and Yi Qiang. 2018. “Modeling the Dynamics of Community Resilience to Coastal Hazards Using a Bayesian Network.” Annals of the American Association of Geographers 108 (5): 1260–1279. doi:10.1080/24694452.2017.1421896.
- Cai, Heng, Nina S.-N. Lam, Lei Zou, Yi Qiang, and Kenan Li. 2016. “Assessing Community Resilience to Coastal Hazards in the Lower Mississippi River Basin.” Water 8 (2): 46. doi:10.3390/w8020046.
- Cody, Emily M., Andrew J. Reagan, Lewis Mitchell, Peter Sheridan Dodds, and Christopher M. Danforth. 2015. “Climate Change Sentiment on Twitter: An Unsolicited Public Opinion Poll.” PLOS ONE 10 (8): e0136092. doi:10.1371/journal.pone.0136092.
- Dufty, Neil. 2012. “Using Social Media to Build Community Disaster Resilience.” Australian Journal of Emergency Management, The 27 (1): 40.
- Earle, Paul. 2010. “Earthquake Twitter.” Nature Geoscience 3 (April): 221–222. doi:10.1038/ngeo832.
- Earle, Paul S., Daniel C. Bowden, and Michelle Guy. 2012. “Twitter Earthquake Detection: Earthquake Monitoring in a Social World.” Annals of Geophysics 54 (6), doi:10.4401/ag-5364.
- FEMA (Federal Emergency Mnaagment Agency). 2006. Principles of Emergency Management: Independent Study Manual. https://www.hsdl.org/?abstract&did=485174.
- Friedman, Lisa, and John Schwartz. 2018. “How Hurricane Harvey Became So Destructive.” The New York Times, January 20, sec. Climate. https://www.nytimes.com/2017/08/28/climate/how-hurricane-harvey-became-so-destructive.html.
- Guan, Xiangyang, and Cynthia Chen. 2014. “Using Social Media Data to Understand and Assess Disasters.” Natural Hazards 74 (2): 837–850. doi:10.1007/s11069-014-1217-1.
- Hutto, C. J., and Eric Gilbert. 2014. “VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text." 10
- Kent, Joshua D., and Henry T. Jr Capello. 2013. “Spatial Patterns and Demographic Indicators of Effective Social Media Content During TheHorsethief Canyon Fire of 2012.” Cartography and Geographic Information Science 40 (2): 78–89. doi:10.1080/15230406.2013.776727.
- Kirilenko, Andrei P., Tatiana Molodtsova, and Svetlana O. Stepchenkova. 2015. “People as Sensors: Mass Media and Local Temperature Influence Climate Change Discussion on Twitter.” Global Environmental Change 30 (January): 92–100. doi:10.1016/j.gloenvcha.2014.11.003.
- Kirilenko, Andrei P., and Svetlana O. Stepchenkova. 2014. “Public Microblogging on Climate Change: One Year of Twitter Worldwide.” Global Environmental Change 26 (May): 171–182. doi:10.1016/j.gloenvcha.2014.02.008.
- Kryvasheyeu, Yury, Haohui Chen, Esteban Moro, Pascal Van Hentenryck, and Manuel Cebrian. 2015. “Performance of Social Network Sensors During Hurricane Sandy.” PLOS ONE 10 (2): e0117288. doi:10.1371/journal.pone.0117288.
- Kryvasheyeu, Yury, Haohui Chen, Nick Obradovich, Esteban Moro, Pascal Van Hentenryck, James Fowler, and Manuel Cebrian. 2016. “Rapid Assessment of Disaster Damage Using Social Media Activity.” Science Advances 2 (3): e1500779. doi:10.1126/sciadv.1500779.
- Lam, Nina S.-N., Yi Qiang, Helbert Arenas, Patricia Brito, and Kam-biu Liu. 2015. “Mapping and Assessing Coastal Resilience in the Caribbean Region.” Cartography and Geographic Information Science 42 (4): 315–322. doi:10.1080/15230406.2015.1040999.
- Lam, Nina S.-N., Margaret Reams, Kenan Li, Chi Li, and Lillian P. Mata. 2016. “Measuring Community Resilience to Coastal Hazards Along the Northern Gulf of Mexico.” Natural Hazards Review 17 (1): 04015013. doi:10.1061/(ASCE)NH.1527-6996.0000193.
- Li, Linna, Michael F. Goodchild, and Bo Xu. 2013. “Spatial, Temporal, and Socioeconomic Patterns in the Use of Twitter and Flickr.” Cartography and Geographic Information Science 40 (2): 61–77. doi:10.1080/15230406.2013.777139.
- Li, Kenan, Nina S. N. Lam, Yi Qiang, Lei Zou, and Heng Cai. 2015. “A Cyberinfrastructure for Community Resilience Assessment and Visualization.” Cartography and Geographic Information Science 42 (sup1): 34–39. doi:10.1080/15230406.2015.1060113.
- Li, Zhenlong, Cuizhen Wang, Christopher T. Emrich, and Diansheng Guo. 2018. “A Novel Approach to Leveraging Social Media for Rapid Flood Mapping: A Case Study of the 2015 South Carolina Floods.” Cartography and Geographic Information Science 45 (2): 97–110. doi:10.1080/15230406.2016.1271356.
- Lindsay, Bruce R. 2011. “Social Media and Disasters: Current Uses, Future Options and Policy Considerations.” Journal of Current Issues in Media & Telecommunications 2 (4): 287.
- Liu, Xiaohui, Bandana Kar, Chaoyang Zhang, and David M. Cochran. 2018. “Assessing Relevance of Tweets for Risk Communication.” International Journal of Digital Earth, June. https://www.tandfonline.com/doi/abs/10.1080/17538947.2018.1480670.
- Mandel, Benjamin, Culotta Aron, Boulahanis John, Stark Danielle, Lewis Bonnie, and Rodrigue Jeremy. 2012. “A Demographic Analysis of Online Sentiment During Hurricane Irene.” Proceedings of the Second Workshop on Language in Social Media, 27–36. LSM ’12. Stroudsburg, PA: Association for Computational Linguistics. http://dl.acm.org/citation.cfm?id=2390374.2390378.
- Martín, Yago, Zhenlong Li, and Susan L. Cutter. 2017. “Leveraging Twitter to Gauge Evacuation Compliance: Spatiotemporal Analysis of Hurricane Matthew.” PLOS ONE 12 (7): e0181701. doi:10.1371/journal.pone.0181701.
- Merchant, Raina M., Stacy Elmer, and Nicole Lurie. 2011. “Integrating Social Media into Emergency-Preparedness Efforts.” New England Journal of Medicine 365 (4): 289–291. doi:10.1056/NEJMp1103591.
- Mihunov, Volodymyr V., Nina S. N. Lam, Lei Zou, Robert V. Rohli, Nazla Bushra, Margaret A. Reams, and Jennifer E. Argote. 2018. “Community Resilience to Drought Hazard in the South-Central United States.” Annals of the American Association of Geographers 108 (3): 739–755. doi:10.1080/24694452.2017.1372177.
- Muttarak, Raya, and Wiraporn Pothisiri. 2013. “The Role of Education on Disaster Preparedness: Case Study of 2012 Indian Ocean Earthquakes on Thailand’s Andaman Coast.” Ecology and Society 18 (4), http://www.jstor.org/stable/26269420. doi: 10.5751/ES-06101-180451
- National Research Council. 2012. Disaster Resilience: A National Imperative. doi:10.17226/13457.
- NOAA (National Oceanic and Atmospheric Administration). 2018. “2017 Atlantic Hurricane Season.” Accessed July 7, 2018. https://www.nhc.noaa.gov/data/tcr/.
- Petkova, Elisaveta P., Jaishree Beedasy, Eun Jeong Oh, Jonathan J. Sury, Erin M. Sehnert, Wei-Yann Tsai, and Michael J. Reilly. 2018. “Long-Term Recovery from Hurricane Sandy: Evidence From a Survey in New York City.” Disaster Medicine and Public Health Preparedness 12 (2): 172–175. doi:10.1017/dmp.2017.57.
- Ramteke, J., S. Shah, D. Godhia, and A. Shaikh. 2016. “Election Result Prediction Using Twitter Sentiment Analysis.” 2016 international conference on inventive computation technologies (ICICT), 1:1–5. doi:10.1109/INVENTIVE.2016.7823280.
- Reams, Margaret A., Nina S. N. Lam, and Ariele Baker. 2012. “Measuring Capacity for Resilience among Coastal Counties of the U. S. Northern Gulf of Mexico Region.” American Journal of Climate Change 01 (December): 194–204. doi:10.4236/ajcc.2012.14016.
- Rizza, Caroline, and Ângela Guimarães Pereira. 2014. “Building a Resilient Community through Social Network: Ethical Considerations about the 2011 Genoa Floods.” 6.
- Shelton, Taylor, Ate Poorthuis, Mark Graham, and Matthew Zook. 2014. “Mapping the Data Shadows of Hurricane Sandy: Uncovering the Sociospatial Dimensions of ‘Big Data’.” Geoforum 52 (March): 167–179. doi:10.1016/j.geoforum.2014.01.006.
- Singh, Sushant K. 2017. “Evaluating Two Freely Available Geocoding Tools for Geographical Inconsistencies and Geocoding Errors.” Open Geospatial Data, Software and Standards 2 (1): 11. doi:10.1186/s40965-017-0026-3.
- Sloan, Luke, Jeffrey Morgan, Pete Burnap, and Matthew Williams. 2015. “Who Tweets? Deriving the Demographic Characteristics of Age, Occupation and Social Class from Twitter User Meta-Data.” PLOS ONE 10 (3): e0115545. doi:10.1371/journal.pone.0115545.
- Thieken, Annegret H., Heidi Kreibich, Meike Müller, and Bruno Merz. 2007. “Coping with Floods: Preparedness, Response and Recovery of Flood-Affected Residents in Germany in 2002.” Hydrological Sciences Journal 52 (5): 1016–1037. doi:10.1623/hysj.52.5.1016.
- Tsou, Ming-Hsiang. 2015. “Research Challenges and Opportunities in Mapping Social Media and Big Data.” Cartography and Geographic Information Science 42 (sup1): 70–74. doi:10.1080/15230406.2015.1059251.
- Tsou, Ming-Hsiang, and Michael Leitner. 2013. “Visualization of Social Media: Seeing a Mirage or a Message?” Cartography and Geographic Information Science 40 (2): 55–60. doi:10.1080/15230406.2013.776754.
- Walther, Maximilian, and Michael Kaisser. 2013. “Geo-Spatial Event Detection in the Twitter Stream.” In Advances in Information Retrieval, 356–367. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer. doi:10.1007/978-3-642-36973-5_30.
- Wang, Qi, and John E. Taylor. 2014. “Quantifying Human Mobility Perturbation and Resilience in Hurricane Sandy.” PLOS ONE 9 (11): e112608. doi:10.1371/journal.pone.0112608.
- Wong, Kai O., Faith G. Davis, Osmar R. Zaïane, and Yutaka Yasui. 2016. “Sentiment Analysis of Breast Cancer Screening in the United States Using Twitter - Semantic Scholar.” In Porto, Portugal. https://pdfs.semanticscholar.org/10a6/16f71a8f2f2ba9d61091612bfd91e7da9d84.-pdf.
- Yin, J., A. Lampert, M. Cameron, B. Robinson, and R. Power. 2012. “Using Social Media to Enhance Emergency Situation Awareness.” IEEE Intelligent Systems 27 (6): 52–59. doi:10.1109/MIS.2012.6.
- Zhao, Qunshan, Heather Fischer, Wei Luo, and Elizabeth Wentz. 2018. “Community Resilience in Maricopa County, Arizona, USA: The Analysis of Indoor Heat-Related Death and Urban Thermal Environment.” In Madison, Wisconsin, USA. https://www.researchgate.net/publication/325247226_Community_Resilience_in_Maricopa_County_Arizona_USA_The_Analysis_of_Indoor_Heat-related_Death_and_Urban_Thermal_Environment.
- Zou, Lei, Joshua Kent, Nina S.-N. Lam, Heng Cai, Yi Qiang, and Kenan Li. 2015. “Evaluating Land Subsidence Rates and Their Implications for Land Loss in the Lower Mississippi River Basin.” Water 8 (1): 10. doi:10.3390/w8010010.
- Zou, Lei, Nina S. N. Lam, Heng Cai, and Yi Qiang. 2018. “Mining Twitter Data for Improved Understanding of Disaster Resilience.” Annals of the American Association of Geographers 108: 1422–1441. doi:10.1080/24694452.2017.1421897.