Digital Reconnaissance and Performance Assessment of Rural Infrastructure for 2018 Natural Hazards
Publication: Journal of Performance of Constructed Facilities
Volume 34, Issue 4
Abstract
The goal of this investigation is to assess the performance of rural structures in natural hazard events in 2018. Digital reconnaissance was implemented to retrieve data on damage-inflicting events, where collected data included a general summary of the event, the severity of damage inflicted, and the types of structures affected. To better understand the benefits and shortcomings of digital reconnaissance, findings are compared with those of traditional, field reconnaissance for two hazard events. The 2018 digital reconnaissance database is analyzed to discern regional, structural, and event-type trends and the fragility of specific rural structural systems. The investigation identified that, in 2018, damaged rural structures substantially outnumbered damaged urban structures, and the vast majority of damaging events occurred in the South and Midwest regions of the United States. Structures typical of rural areas, particularly barns, grain bins/silos, and manufactured homes, proved especially vulnerable, with many of these structures suffering complete failure in events causing only minor damage to structures more typical of urban areas. However, a comparison with field reconnaissance indicated that quantities of damaged structures are likely underestimated through digital reconnaissance, particularly in rural areas.
Get full access to this article
View all available purchase options and get full access to this article.
Data Availability Statement
Some or all data, models, or code generated or used during the study are available in a repository or online in accordance with funder data retention policies (Wittich and Loken 2019).
Acknowledgments
The authors gratefully acknowledge the support of the University of Nebraska-Lincoln’s College of Engineering, Office of the Senior Vice Chancellor for Academic Affairs, and the Layman Foundation. The third author, Lianne Brito, was supported for this project during summer 2018 under National Science Foundation REU Site: Sustainability of Horizontal Civil Networks in Rural Areas (Award No. 1659601). The authors also thank Ms. Kaitrin Colby of the University of Nebraska-Lincoln for her assistance in the processing of the field reconnaissance data.
References
Alipour, A., et al. 2018. STEER–Hurricane Michael: Preliminary virtual assessment team (P-VAT) Report, structural engineering extreme events reconnaissance. Notre Dame, IN: Network.
Cutter, S. L., K. D. Ash, and C. T. Emrich. 2014. “The geographies of community disaster resilience.” Global Environ. Change 29 (Nov): 65–77. https://doi.org/10.1016/j.gloenvcha.2014.08.005.
Cutter, S. L., K. D. Ash, and C. T. Emrich. 2016. “Urban-rural differences in disaster resilience.” Ann. Am. Assoc. Geogr. 106 (6): 1236–1252. https://doi.org/10.1080/24694452.2016.1194740.
Dashti, S., L. Palen, M. P. Heris, K. M. Anderson, S. Anderson, and T. J. Anderson. 2014. “Supporting disaster reconnaissance with social media data: A design-oriented case study of the 2013 Colorado floods.” In Proc., 11th Int. Information Systems for Crisis Response and Management Conf., 632–641. University Park, PA: ISCRAM.
Fischer, E., et al. 2019. EERI VERT Searles Valley Earthquake Phase 1 Report. Oakland, CA: Earthquake Engineering Research Institute.
Fischer, E., and M. Hakhamaneshi. 2018. Hualien Earthquake—EERI VERT Phase 1 Report. Oakland, CA: Earthquake Engineering Research Institute.
Graettinger, A., et al. 2014. Tornado damage assessment in the aftermath of the May 20th, 2013 Moore Oklahoma Tornado. Arlington, VA: National Science Foundation.
Kijewski-Correa, T., K. Mosalam, D. O. Prevatt, I. Robertson, and D. Roueche. 2019. Field assessment structural team (FAST) Handbook, Version 1.2., Structural Engineering Extreme Events Reconnaissance. Notre Dame, IN: Network.
Kryvasheau, Y., H. Chen, N. Obradovich, E. Moro, P. Van Hentenryck, J. Fowler, and M. Cebrian. 2016. “Rapid assessment of disaster damage using social media activity.” Sci. Adv. 2 (3): e1500779. https://doi.org/10.1126/sciadv.1500779.
McDonald, J. R., K. C. Mehta, and S. Mani. 2006. “A recommendation for an enhanced Fujita scale (EF-Scale).” In Report to the National Weather Service, Revision 2, wind science and engineering center. Lubbock, TX: Texas Tech Univ.
Mosalam, K., et al. 2018. STEER-EERI Alaska earthquake: Preliminary virtual assessment team (P-VAT) joint report, structural engineering extreme events reconnaissance. Notre Dame, IN: Network.
National Weather Service. 2018. “NWS damage assessment toolkit.” Accessed January 16, 2019. https://apps.dat.noaa.gov/stormdamage/damageviewer/.
NOAA (National Oceanic and Atmospheric Administration). 2018. “Storm events database: National Oceanic and Atmospheric Administration.” Accessed January 1, 2019. https://www.ncdc.noaa.gov/stormevents/.
NOAA (National Oceanic and Atmospheric Administration). 2019. “US billion-dollar weather and climate disasters.” Accessed February 6, 2019. https://www.ncdc.noaa.gov/billions/.
Porter, K. A., R. P. Kennedy, and R. E. Bachman. 2007. “Creating fragility functions for performance-based earthquake engineering.” Earthq. Spectra 23 (2): 471–489. https://doi.org/10.1193/1.2720892.
Smit, B., and M. Brklacich. 1989. “Sustainable development and the analysis of rural systems.” J. Rural Stud. 5 (4): 405–414. https://doi.org/10.1016/0743-0167(89)90066-1.
Storm Prediction Center. 2007. “Enhanced F scale for tornado damage.” Accessed April 5, 2019. https://www.spc.noaa.gov/faq/tornado/ef-scale.html.
US Census Bureau. 2010a. “Population, housing units, area, and density: 2010—United States—County by State; and for Puerto Rico.” Accessed July 25, 2019. https://www.census.gov/quickfacts/fact/note/US/LND110210.
US Census Bureau. 2010b. “Rural America.” Accessed January 15, 2019. https://gis-portal.data.census.gov/arcgis/apps/MapSeries/index.html?appid=7a41374f6b03456e9d138cb014711e01.
US Census Bureau Geography Program. 2019. “2010 census urban area reference maps.” Accessed January 15, 2019. https://www.census.gov/geographies/reference-maps/2010/geo/2010-census-urban-areas.html.
USGS. 2018. “Did you feel it?” Accessed January 16, 2019. https://earthquake.usgs.gov/data/dyfi/.
Wittich, C. E., and A. Loken. 2019. 2018 natural hazards digital reconnaissance database. Alexandria, VA: DesignSafe-CI. https://doi.org/10.17603/ds2-33tb-3657.
Information & Authors
Information
Published In
Copyright
©2020 American Society of Civil Engineers.
History
Received: Aug 9, 2019
Accepted: Jan 21, 2020
Published online: Apr 30, 2020
Published in print: Aug 1, 2020
Discussion open until: Sep 30, 2020
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.