Integrating storm surge modeling and accessibility analysis for planning of special-needs hurricane shelters in Panama City, Florida

References

• ‘2022 Statewide Emergency Shelter Plan’. 2022. Florida Division of Emergency Management. https://www.floridadisaster.org/dem/response/infrastructure/statewide-emergency-shelter-plan/2020-statewide-emergency-shelter-plan2/.
   Google Scholar
• American Community Survey. 2018. “DP05: ACS Demographic and Housing Estimates.” https://data.census.gov/cedsci/table?q=United%20States&t=Populations%20and%20People&g=0100000US_0500000US12005_0600000US1200592626,1200592639_1600000US1254700,1254725&y=2018&tid=ACSDP5Y2018.DP05.
   Google Scholar
• Associated Press. 2018. “Hurricane Michael’s Destruction, by the Numbers.” Public Broadcast Service. October 12. https://www.pbs.org/newshour/nation/hurricane-michaels-destruction-by-the-numbers.
   Google Scholar
• Balomenos, Georgios, Yujie Hu, Jamie Padgett, and Kyle Shelton. 2020. Impact of Coastal Hazards on Residents Spatial Accessibility to Health Services.
   Google Scholar
• Baray, Jérôme, and Gérard Cliquet. 2013. “Optimizing Locations Through a Maximum Covering/P-Median Hierarchical Model: Maternity Hospitals in France.” Journal of Business Research 66 (1): 127–32. doi:10.1016/j.jbusres.2012.09.003.
   Web of Science ®Google Scholar
• Bayram, Vedat, Barbaros Ç Tansel, and Hande Yaman. 2015. “Compromising System and User Interests in Shelter Location and Evacuation Planning.” Transportation Research. Part B: Methodological 72: 146–63. doi:10.1016/j.trb.2014.11.010.
   Web of Science ®Google Scholar
• Berry, Jonathan, William E. Hart, Cynthia A. Phillips, James G. Uber, and Jean-Paul Watson. 2006. “Sensor Placement in Municipal Water Networks with Temporal Integer Programming Models.” Journal of Water Resources Planning and Management 132 (4): 218–24. doi:10.1061/(ASCE)0733-9496(2006)132:4(218.
   Web of Science ®Google Scholar
• Beven, John L., Robbie Berg, and Andrew Hagen. 2019. “Hurricane Michael.” AL142018. National Hurricane Center. https://www.nhc.noaa.gov/data/tcr/AL142018_Michael.pdf.
   Google Scholar
• Blain, Cheryl, J. Westerink, Jr Luettich Richard, and Norman Scheffner. 1994. “ADCIRC: An Advanced Three-Dimensional Circulation Model for Shelves, Coasts, and Estuaries. Report 4. Hurricane Storm Surge Modeling Using Large Domains.” August, 68.
   Google Scholar
• Bureau, US Census. 2022. “American Community Survey (ACS).” Census.Gov., January 13. https://www.census.gov/programs-surveys/acs.
   Google Scholar
• Burns, Simone R. 2022. “Assessing the Vulnerability of Florida Panhandle Communities Impacted by Hurricane Michael Using Geographic Information Systems.” M.C.E., United States – Florida: Florida Agricultural and Mechanical University. Accessed March 1. http://www.proquest.com/docview/2471772929/abstract/8B6FEB533CFB43A6PQ/1.
   Google Scholar
• Chen, Yudi, and Wenying Ji. 2021. “Rapid Damage Assessment Following Natural Disasters through Information Integration.” Natural Hazards Review 22 (4): 04021043. doi:10.1061/(ASCE)NH.1527-6996.0000504.
   Web of Science ®Google Scholar
• Coulbourne, William. 2002. “Designing Hurricane Evacuation Shelters.” Solutions to Coastal Disasters 2: 972–82. doi:10.1061/40605(258)83.
   Google Scholar
• Daskin, Mark S. 2013. “Median Problems.” In Network and Discrete Location: Models, Algorithms, and Applications, Second Edition, 235–93. John Wiley & Sons, Ltd. doi:10.1002/9781118537015.ch06
   Google Scholar
• Dzator, Michael, and Janet Dzator. 2012. “An Effective Heuristic for the P-Median Problem with Application to Ambulance Location.” Opsearch 50 (1): 60–74. doi:10.1007/s12597-012-0098-x.
   Google Scholar
• Farhan, Bilal, and Alan T. Murray. 2008. “Siting Park-and-Ride Facilities Using a Multi-Objective Spatial Optimization Model.” Computers & Operations Research 35 (2): 445–56. doi:10.1016/j.cor.2006.03.009.
   Web of Science ®Google Scholar
• FDEM. 2020. “Statewide Emergency Shelter Plan (2020).” Florida Division of Emergency Management. https://www.floridadisaster.org/dem/response/infrastructure/statewide-emergency-shelter-plan/2020-statewide-emergency-shelter-plan/.
   Google Scholar
• FDOT. 2018. “Model Download: Loaded Networks.” FSUTMSOnline. July 24. https://www.fsutmsonline.net/index.php/model_pages/model_pages/loaded_networks.
   Google Scholar
• FDOT. 2021. “An Introduction to Systems Traffic Modeling in Florida.” Florida Department of Transportation. March 10. https://www.fdot.gov/planning/fto/stm/modelintro.shtm.
   Google Scholar
• FDOT. 2022. “Florida Traffic Online (2021).” Florida Department of Transportation. January 13. https://tdaappsprod.dot.state.fl.us/fto/.
   Google Scholar
• Fries, Ryan, Mashrur Chowdhury, Yongchang Ma, and Liz Stephen. 2011. “Evaluation of Different Contraflow Strategies for Hurricane Evacuation in Charleston, South Carolina.” Transportation Planning and Technology 34 (2): 139–54. doi:10.1080/03081060.2011.554706.
   Web of Science ®Google Scholar
• Ghorbanzadeh, Mahyar, Kyusik Kim, Eren Ozguven, and Mark W. Horner. 2020. “A Comparative Analysis of Transportation-Based Accessibility to Mental Health Services.” Transportation Research Part D: Transport and Environment 81 (April): 102278. doi:10.1016/j.trd.2020.102278.
   Web of Science ®Google Scholar
• Ghorbanzadeh, Mahyar, Eren Ozguven, Curtis Tenney, Zoe Leonarczyk, Faye Jones, and Marcia Mardis. 2020. “Natural Disaster Accessibility of Small and Rural Libraries in Northwest Florida.” Public Library Quarterly 40 (June): 1–20. doi:10.1080/01616846.2020.1772027.
   Web of Science ®Google Scholar
• Ghorbanzadeh, Mahyar, Linoj Vijayan, Jieya Yang, Eren Ozguven, Wenrui Huang, and Mengdi Ma. 2021. “Integrating Evacuation and Storm Surge Modeling Considering Potential Hurricane Tracks: The Case of Hurricane Irma in Southeast Florida.” ISPRS International Journal of Geo-Information 10 (September): 661. doi:10.3390/ijgi10100661.
   Web of Science ®Google Scholar
• Horner, Mark W., Eren Ozguven, Jean Michael Marcelin, and Ayberk Kocatepe. 2018. “Special Needs Hurricane Shelters and the Ageing Population: Development of a Methodology and a Case Study Application.” Disasters 42 (1): 169–86. doi:10.1111/disa.12233.
   PubMed Web of Science ®Google Scholar
• Hua, Jingyi, Gang Ren, Yang Cheng, Chen Yu, and Bin Ran. 2015. “Large-Scale Evacuation Network Optimization: A Bi-Level Control Method with Uncertain Arterial Demand.” Transportation Planning and Technology 38 (7): 777–94. doi:10.1080/03081060.2015.1059123.
   Web of Science ®Google Scholar
• Huang, Wenrui, Kai Yin, Mahyar Ghorbanzadeh, Eren Ozguven, Sudong Xu, and Linoj Vijayan. 2021. “Integrating Storm Surge Modeling with Traffic Data Analysis to Evaluate the Effectiveness of Hurricane Evacuation.” Frontiers of Structural and Civil Engineering 15 (6): 1301–16. doi:10.1007/s11709-021-0765-1.
   Web of Science ®Google Scholar
• Islam, Mohammed Shariful, and Shamima Aktar. 2011. “Measuring Physical Accessibility to Health Facilities – A Case Study on Khulna City.” World Health & Population 12 (February): 33–41. doi:10.12927/whp.2011.22195.
   PubMedGoogle Scholar
• Jia, Hongzhong, Fernando Ordóñez, and Maged Dessouky. 2007. “A Modeling Framework for Facility Location of Medical Services for Large-Scale Emergencies.” IIE Transactions 39 (1): 41–55. doi:10.1080/07408170500539113.
   Web of Science ®Google Scholar
• Jia, Tao, Hongbing Tao, Kun Qin, Yulong Wang, Chengkun Liu, and Qili Gao. 2014. “Selecting the Optimal Healthcare Centers with a Modified P-Median Model: A Visual Analytic Perspective.” International Journal of Health Geographics 13 (1): 42. doi:10.1186/1476-072X-13-42.
   PubMed Web of Science ®Google Scholar
• Karatas, Mumtaz, and Ertan Yakıcı. 2019. “An Analysis of P-Median Location Problem: Effects of Backup Service Level and Demand Assignment Policy.” European Journal of Operational Research 272 (1): 207–18. doi:10.1016/j.ejor.2018.06.017.
   Web of Science ®Google Scholar
• Kocatepe, Ayberk, Eren Ozguven, Mark Horner, and Hidayet Ozel. 2018. “Pet- and Special Needs-Friendly Shelter Planning in South Florida: A Spatial Capacitated P-Median-Based Approach.” International Journal of Disaster Risk Reduction 31 (October): 1207–22. doi:10.1016/j.ijdrr.2017.12.006.
   Web of Science ®Google Scholar
• Kocatepe, Ayberk, Mehmet Ulak, Grzegorz Kakareko, Eren Ozguven, Sungmoon Jung, and Reza Arghandeh. 2019. “Measuring the Accessibility of Critical Facilities in the Presence of Hurricane-Related Roadway Closures and an Approach for Predicting Future Roadway Disruptions.” Natural Hazards 95. doi:10.1007/s11069-018-3507-5.
   Web of Science ®Google Scholar
• Li, Chuanyao, and Junren Wang. 2022. “A Hierarchical Two-Step Floating Catchment Area Analysis for High-Tier Hospital Accessibility in an Urban Agglomeration Region.” Journal of Transport Geography 102 (June): 103369. doi:10.1016/j.jtrangeo.2022.103369.
   Web of Science ®Google Scholar
• Marcelin, Jean Michael, Mark W. Horner, Eren Ozguven, and Ayberk Kocatepe. 2016. “How Does Accessibility to Post-Disaster Relief Compare Between the Aging and the General Population? A Spatial Network Optimization Analysis of Hurricane Relief Facility Locations.” International Journal of Disaster Risk Reduction 15 (March): 61–72. doi:10.1016/j.ijdrr.2015.12.006.
   Web of Science ®Google Scholar
• Marín, Alfredo, and Mercedes Pelegrín. 2019. “P-Median Problems.” In Location Science, edited by Gilbert Laporte, Stefan Nickel, and Francisco Saldanha da Gama, 25–50. Cham: Springer International Publishing. doi:10.1007/978-3-030-32177-2_2
   Google Scholar
• Na Ayudhya, Wichitsawat Suksawat. 2020. “Flood Shelters Location Using P-Median Model.” In 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 11–15. doi:10.1109/IEEM45057.2020.9309860.
   Google Scholar
• Ndiaye, Fagueye, Babacar Mbaye Ndiaye, and Idrissa Ly. 2012. “Application of the P-Median Problem in School Allocation.” American Journal of Operations Research 2 (2): 253–59. doi:10.4236/ajor.2012.22030.
   Google Scholar
• NEFRC. 2021. “Statewide Regional Evacuation Study Program (SRESP).” Northeast Florida Regional Council. https://www.nefrc.org/sresp.
   Google Scholar
• Niedzielski, Michał A., and Rafał Kucharski. 2019. “Impact of Commuting, Time Budgets, and Activity Durations on Modal Disparity in Accessibility to Supermarkets.” Transportation Research Part D: Transport and Environment 75 (October): 106–20. doi:10.1016/j.trd.2019.08.021.
   Web of Science ®Google Scholar
• Ozguven, Eren, Mark W. Horner, Ayberk Kocatepe, Jean Michael Marcelin, Yassir Abdelrazig, Thobias Sando, and Ren Moses. 2016. “Metadata-Based Needs Assessment for Emergency Transportation Operations with a Focus on an Aging Population: A Case Study in Florida.” Transport Reviews 36 (3): 383–412. doi:10.1080/01441647.2015.1082516.
   Web of Science ®Google Scholar
• Pathak, Aishwarya, Lu Zhang, and Nazife Ganapati. 2020. “Understanding Multisector Stakeholder Value Dynamics in Hurricane Michael: Toward Collaborative Decision-Making in Disaster Contexts.” Natural Hazards Review 21 (August): 04020032. doi:10.1061/(ASCE)NH.1527-6996.0000400.
   Web of Science ®Google Scholar
• Sanusi, Fehintola, Juyeong Choi, Mehmet Ulak, Eren Ozguven, and Tarek Abichou. 2020. “Metadata-Based Analysis of Physical-Social-Civic Systems to Develop the Knowledge Base for Hurricane Shelter Planning.” Journal of Management in Engineering 36. doi:10.1061/(ASCE)ME.1943-5479.0000802.
   Web of Science ®Google Scholar
• Serra, Daniel, and Vladimir Marianov. 1998. “The P-Median Problem in a Changing Network: The Case of Barcelona.” Location Science 6 (1): 383–94. doi:10.1016/S0966-8349(98)00049-7.
   Google Scholar
• Svensson, Johan. 2010. “Accessibility in Urban Areas for Citizens with Impairments: Using GIS to Map and Measure Accessibility in Swedish Cities.” The State of the Science in Universal Design: Emerging Research and Developments, doi:10.2174/978160805063511001010122.
   Google Scholar
• Tan, Hui-fang, Yang Yang, and Ling-rui Zhang. 2017. “Improved BPR Function to Counter Road Impedance through OD Matrix Estimation of Freight Transportation.” Journal of Highway and Transportation Research and Denelopment. http://html.rhhz.net/GLJTKJYWB/20170214.htm
   Google Scholar
• Ulak, Mehmet Baran, Ayberk Kocatepe, Eren Ozguven, Mark W. Horner, and Lisa Spainhour. 2017. “Geographic Information System–Based Spatial and Statistical Analysis of Severe Crash Hotspot Accessibility to Hospitals.” Transportation Research Record 2635 (1): 90–97. doi:10.3141/2635-11.
   Web of Science ®Google Scholar
• Ulak, Mehmet Baran, Ayberk Kocatepe, Lalitha Madhavi Konila Sriram, Eren Ozguven, and Reza Arghandeh. 2018. “Assessment of the Hurricane-Induced Power Outages from a Demographic, Socioeconomic, and Transportation Perspective.” Natural Hazards 92 (3): 1489–1508. doi:10.1007/s11069-018-3260-9.
   Web of Science ®Google Scholar
• Ünal, Müge, and Cengiz Uslu. 2016. “GIS-Based Accessibility Analysis of Urban Emergency Shelters: The Case of Adana City.” ISPRS – International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-2/W1: 95–101. doi:10.5194/isprs-archives-XLII-2-W1-95-2016.
   Google Scholar
• Vijayan, Linoj, Wenrui Huang, Kai Yin, Eren Ozguven, Simone Burns, and Mahyar Ghorbanzadeh. 2021. “Evaluation of Parametric Wind Models for More Accurate Modeling of Storm Surge: A Case Study of Hurricane Michael.” Natural Hazards 106 (3): 2003–24. doi:10.1007/s11069-021-04525-y.
   Web of Science ®Google Scholar
• Xie, Dexiang, Haibo Zhu, Lin Yan, Si Yuan, and Junqiao Zhang. n.d. “An Improved Dijkstra Algorithm in Gis Application.” 3.
   Google Scholar
• Yang, Jieya, Linoj Vijayan Nair Rugminiamma, Mahyar Ghorbanzadeh, Onur Alisan, Wenrui Huang, Eren Ozguven, and Simone Burns. 2022. “Effects of the Uncertainty of Hurricane Tracks on Coastal Hazards and Evacuations.” doi:10.18178/ijscer.11.4.99-107.
   Google Scholar
• Yin, Kai, Sudong Xu, Wenrui Huang, and Yang Xie. 2017. “Effects of Sea Level Rise and Typhoon Intensity on Storm Surge and Waves in Pearl River Estuary.” Ocean Engineering 136 (May): 80–93. doi:10.1016/j.oceaneng.2017.03.016.
   Web of Science ®Google Scholar
• Zhou, Yuhong, Kirsten Beyer, Purushottam Laud, Aaron Winn, Liliana Pezzin, Ann Nattinger, and Joan Neuner. 2021. “An Adapted Two-Step Floating Catchment Area Method Accounting for Urban–Rural Differences in Spatial Access to Pharmacies.” Journal of Pharmaceutical Health Services Research 12. doi:10.1093/jphsr/rmaa022.
   Web of Science ®Google Scholar
• Zhu, Xiaomeng, Zhijun Tong, Xingpeng Liu, Xiangqian Li, Pengda Lin, and Tong Wang. 2018. “An Improved Two-Step Floating Catchment Area Method for Evaluating Spatial Accessibility to Urban Emergency Shelters.” Sustainability 10 (7): 2180. doi:10.3390/su10072180.
   Web of Science ®Google Scholar