Abstract
The concept of urban resilience has drawn more attention in recent years, especially in terms of urban planning. This concept is particularly highlighted when a city or community encounters threats such as natural hazards and rapid population growth. To respond to these threats, a comprehensive resilience assessment is required to identify priority areas for disaster risk management. Resilience is a multi-faced and complex concept, and any effort to evaluate it must take into account its social, economic, physical, and environmental dimensions. The city of Mashhad, as the second-largest city in Iran, is one of the most vulnerable cities due to being surrounded by several active faults, including Toos, Kashfarood, and Shandiz-Sang Bost. Since this city is located in a moderate to high earthquake risk zone, it is very necessary to pay attention to the resilience of this city against the earthquake crisis and implement management measures to increase the resilience capacity of this city. Accordingly, this study aims to evaluate urban resilience's capacity by introducing various indicators that promote resilience. This study focuses on two main domains: resilience dimensions and resilience criteria. This research has integrated three dimensions of resilience: social, cultural, physical, environmental, and economic, with four criteria of a resilient city: resistance, adaptation capacity, redundancy, and recovery to measure resilience capacity. A wide range of indicators covering all dimensions of resilience has been identified, enabling us to understand how resilient an area is structurally and functionally in the face of a natural disaster. Four neighborhoods of Mashhad (Khajeh Rabi, Sajjad, Honarestan, and Hijab) were selected as case studies. To calculate resilience capacity, each indicator of resilience dimensions was scored based on the analysis of statistical data and expert opinions. Findings show that all selected neighborhoods represent a moderate resilience against disasters like an earthquake. However, Sajjad has a higher resilience to face unexpected circumstances like an earthquake than the other three neighborhoods. According to the research findings, more structural and non-structural measures should be taken to improve resilience capacity, especially in the neighborhoods of Khajeh Rabi, Hijab, and Honarestan. This study concludes that urban resiliency in selected neighborhoods is strongly associated with social indicators such as residents' knowledge and awareness, the level of public participation, economic indicators including income and employment, as well as physical-environmental status in terms of urban and health infrastructure. The proposed framework for evaluating urban resiliency using various indicators in this study can be served as a basis for further investigations and development of methodologies that simultaneously consider the temporal and spatial dimensions of resilience.
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Notes
Resistance of Resilience.
Redundancy of Resilience.
Adoption Capacity of Resilience.
Recovery of Resilience.
References
Adger WN (2000) Social and ecological resilience: are they related? Prog Hum Geogr 24(3):347–364. https://doi.org/10.1191/030913200701540465
Alexander DE (2013) Resilience and disaster risk reduction: an etymological journey. Nat Hazards Earth Syst Sci Discus (NHESSD) 1:1257–1284. https://doi.org/10.5194/nhessd-1-1257-2013
Aldrich DP, Meyer M (2015) Social Capital and Community Resilience. Am Behav Sci 59(2):254–269. https://doi.org/10.1177/0002764214550299
Asadzadeh A, Kötter T, Salehi P, Birkmann J (2017) Operationalizing a concept: the systematic review of composite indicator building for measuring community disaster resilience. Int J Disast Risk Reduct 25:147–162. https://doi.org/10.1016/j.ijdrr.2017.09.015
Assarkhaniki Z, Rajabifard A, Sabri S (2020) The conceptualisation of resilience dimensions and comprehensive quantification of the associated indicators: a systematic approach. Int J Disast Risk Reduct 51:101840. https://doi.org/10.1016/j.ijdrr.2020.101840
Aydin NY, Duzgun HS, Heinimann HR, Wenzel F, Gnyawali KR (2018) Framework for improving the resilience and recovery of transportation networks under geohazard risks. Int J Disast Risk Reduct 31:832–843. https://doi.org/10.1016/j.ijdrr.2018.07.022
Birkmann J, Welle T, Solecki W, Lwasa S, Garschagen M (2016) Boost resilience of small and midsized cities. Nature 537(7622):605–608. https://doi.org/10.1038/537605a
Bruneau M, Chang SE, Eguchi RT, Lee GC, O’rourke TO, ReiInhorn AM, Shinozuka M, Tierney K, Wallace WA, Winterfeldt DV (2004) A framework to quantitatively assess and enhance the seismic resilience of communities. Earthq Spectra 19(4):733–752. https://doi.org/10.1193/1.1623497
Burton CG (2012) The Development of metrics for community resilience to natural disasters. Doctoral dissertation. University of South Carolina
Burton CG (2014) A validation of metrics for community resilience to natural hazards and disasters using the recovery from Hurricane Katrina as a case study. Ann Assoc Am Geogr. https://doi.org/10.1080/00045608.2014.960039
Cai H, Lam NS, Qiang Y, Zou L, Correll RM, Mihunov V (2018) A synthesis of disaster resilience measurement methods and indices. Int J Disast Risk Reduct 31:844–855. https://doi.org/10.1016/j.ijdrr.2018.07.015
Cheung CK, Leung KK (2011) Neighborhood homogeneity and cohesion in sustainable community development. Habitat Int 35(2011):564–572. https://doi.org/10.1016/j.habitatint.2011.03.004
Chong N, Kamarudin K, Wahid SNA (2018) Framework considerations for community resilient towards disaster in Malaysia. Procedia Engineering 212(2018):165–172. https://doi.org/10.1016/j.proeng.2018.01.022
Copeland S, Comes T, Bach S, Nagenborg M, Schulte Y (2020) Measuring social resilience: trade-offs, challenges and opportunities for indicator models in transforming societies. Int J Disast Risk Reduct 51:101799. https://doi.org/10.1016/j.ijdrr.2020.101799
Collier MJ, Nedović-Budić Z, Aerts J, Connop S, Foley D, Foley K, Newport D, McQuaid S, Slaev A, Verburg P (2013) Transitioning to resilience and sustainability in urban communities. Cities 32(2013):S21–S28. https://doi.org/10.1016/j.cities.2013.03.010
Cutter SL (2016) Resilience to what? Resilience for whom? Geogr J. https://doi.org/10.1111/geoj.12174
Cutter SL, Barnes L, Berry M, Burton C, Evans E, Tate E, Webb J (2008) A place-based model for understanding community resilience to natural disasters. Glob Environ Chang 18(2008):598–606. https://doi.org/10.1016/j.gloenvcha.2008.07.013
Cutter SL, Ash KD, Emrich CT (2014) The geographies of community disaster resilience. Glob Environ Chang 29(2014):65–77. https://doi.org/10.1016/j.gloenvcha.2014.08.005
Darrodi M, Soleimani Moghadam H (2018) Evaluation and analysis of urban instability in earthquake instability (case study of Mashhad Metropolis). Geogr Hum Relationsh 1(3):589–608
DasGupta R, Shaw R (2015) An indicator based approach to assess coastal communities’ resilience against climate related disasters in Indian Sundarbans. J Coast Conserv 2015(19):85–101. https://doi.org/10.1007/s11852-014-0369-1
Desouza KC, Flanery TC (2013) Designing, planning, and managing resilient cities: a conceptual framework. Cities 35(2013):89–99. https://doi.org/10.1016/j.cities.2013.06.003
Feofilovs M, Romagnoli F (2017) Measuring community disaster resilience in the Latvian context: an apply case using a composite indicator approach. Energy Procedia 113:43–50. https://doi.org/10.1016/j.egypro.2017.04.012
Fu X, Wang X (2018) Developing an integrative urban resilience capacity index for plan making. Environ Syst Decis 38(3):367–378. https://doi.org/10.1007/s10669-018-9693-6
Gholami Y, Hayati S, Ghanbari M, Esmaili A (2015) Prediction of the areas vulnerable to earthquake in Mashhad City. Geogr Urban Plan Res 3(1):55–67. https://doi.org/10.22059/jurbangeo.2015.54439
Guo GY, Bhat CR (2007) Operationalizing the concept of neighborhood: application to residential location choice analysis. J Transp Geogr 15(2007):31–45. https://doi.org/10.1016/j.jtrangeo.2005.11.001
Islam T, Merrell W, Seitz W (2010) Galveston futures: developing a disaster resilient community. J Geogr Region Plan 3(1):001–007. https://doi.org/10.5897/JGRP.9000059
Jordan E, Javernick-Will A (2012) Measuring community resilience and recovery: a content analysis of indicators.https://doi.org/10.1061/9780784412329.220
Kaye-Blake W, Stirrat K, Smith M, Fielke S (2019) Testing indicators of resilience for rural communities. Resil Rural Commun 28(2):161–179. https://doi.org/10.1080/10371656.2019.1658285
Keck M, Sakdapolrak P (2013) What is social resilience? Lessons learned and ways forward. Erdkunde 67(1):5–18. https://doi.org/10.3112/erdkunde.2013.01.02
Kontokosta CE, Malik A (2018) The Resilience to Emergencies and Disasters Index: Applying big data to benchmark and validate neighborhood resilience capacity. Sustain Urban Areas 36:272–285. https://doi.org/10.1016/j.scs.2017.10.025
Kwok AH, Becker J, Paton D, Hudson-Doyle E, Johnston D (2019) Stakeholders’ perspectives of social capital in informing the development of neighborhood-based disaster resilience measurements. J Appl Soc Sci 13(1):26–57. https://doi.org/10.1177/1936724419827987
Laaly L, Kharazmi OA, Ajzashkouhi M (2019) Assessing the readiness of Mashhad City in facing natural hazards with urban resilience approach. J Geogr Environ Hazards 8(1):103–118. https://doi.org/10.22067/geo.v0i0.75289
Lu P, Stead D (2013) Understanding the notion of resilience in spatial planning: a case study of Rotterdam, The Netherlands. Cities 35(2013):200–212. https://doi.org/10.1016/j.cities.2013.06.001
Magis K (2010) Community resilience: an indicator of social sustainability. Soc Nat Res Int J 23(5):401–416. https://doi.org/10.1080/08941920903305674
McPhearson T, Andersson E, Elmqvist T, Frantzeskaki N (2014) Resilience of and through urban ecosystem services. Ecosyst Serv 12:152–156. https://doi.org/10.1016/j.ecoser.2014.07.012
Monteiro A, Carvalho V, Velho S, Sousa C (2012) Assessing and monitoring urban resilience using COPD in Porto. Sci Total Environ 414(2012):113–119. https://doi.org/10.1016/j.scitotenv.2011.11.009
Mohmmed A, Li J, Elaru J, Elbashier MM, Keesstra S, Artemi C, Martin K, Reuben M, Teffera Z (2018) Assessing drought vulnerability and adaptation among farmers in Gadaref region, Eastern Sudan. Land Use Policy 70:402–413. https://doi.org/10.1016/j.landusepol.2017.11.027
Nelson DR, Adger WN, Brown K (2007) Adaptation to environmental change: contributions of a resilience framework. Ann Rev Environ Resour 32:395–419. https://doi.org/10.1146/annurev.energy.32.051807.090348
Norris FH, Stevens SP, Pfefferbaum B (2008) Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness. Am J Community Psychol 41(1–2):127–150. https://doi.org/10.1007/s10464-007-9156-6
Oladokun VO, Proverbs DG, Lamond J (2016) Measuring flood resilience: a fuzzy logic approach. Int J Build Pathol Adapt 35(5):470–487. https://doi.org/10.1108/IJBPA-12-2016-0029
Ostadtaghizadeh A, Ardalan A, Paton D, Jabbari H, Khankeh HR (2015) Community disaster resilience: a systematic review on assessment models and tools. PLoS Curr Disast 7:23. https://doi.org/10.1371/currents.dis.f224ef8efbdfcf1d508dd0de4d8210ed
Pickett STA, Cadenasso ML, Grove JM (2004) Resilient cities: meaning, models, and metaphor for integrating the ecological, socio-economic, and planning realms. Landsc Urban Plan 69:369–384. https://doi.org/10.1016/j.landurbplan.2003.10.035
Rapaport C, Hornik-Lurie T, Cohen O, Lahad M, Leykin D (2018) The relationship between community type and community resilience. Int J Disast Risk Reduct 31(2018):470–477. https://doi.org/10.1016/j.ijdrr.2018.05.020
Rafael S, Martins H, Marta-Almeida M, Sá E, Coelho S, Rocha A, Borrego C, Lopes M (2017) Quantification and mapping of urban fluxes under climate change: application of WRF-SUEWS model to Greater Porto area (Portugal). Environ Res 155(2017):321–334. https://doi.org/10.1016/j.envres.2017.02.033
Rezaei M, Rafieian M, Hosseini M (2016) Measurement and evaluation of physical resilience of urban communities against earthquake (case study: Tehran neighborhoods). Hum Geogr Res Q 47(4):609–623. https://doi.org/10.22059/jhgr.2015.51228
Ribeiro PJG, Gonçalves LAPJ (2019) Urban resilience: a conceptual framework. Sustain Urban Areas 50:101625. https://doi.org/10.1016/j.scs.2019.101625
Sharifi A (2016) A critical review of selected tools for assessing community resilience. Ecol Ind 69(2016):629–647. https://doi.org/10.1016/j.ecolind.2016.05.023
Sharifi A, Yamagata Y (2017) Towards an integrated approach to urban resilience assessment. APN Sci Bull 7(1):9–14. https://doi.org/10.30852/sb.2017.182
Scherzer S, Lujala P, Rød JK (2019) A community resilience index for Norway: an adaptation of the Baseline Resilience Indicators for Communities (BRIC). Int J Disast Risk Reduct 36:101107. https://doi.org/10.1016/j.ijdrr.2019.101107
Schipper L, Langston L (2015) A comparative overview of resilience measurement frameworks: analysing indicators and approaches. Working paper 422. https://doi.org/10.13140/RG.2.1.2430.0882
Singh-Peterson L, Salmon P, Goode N, Gallina J (2014) Translation and evaluation of the Baseline ResilienceIndicators for Communities on the Sunshine Coast, Queensland Australia. Int J Disast Risk Reduct 10(2014):116–126. https://doi.org/10.1016/j.ijdrr.2014.07.004
Suárez M, Gómez-Baggethun E, Benayas J, Tilbury D (2016) Towards an Urban Resilience Index: a case study in 50 Spanish cities. Sustainability 2016(8):774. https://doi.org/10.3390/su8080774
Song JX, Wassell JT (2003) Sample size for K 2 × 2 tables in equivalence studies using Cochran’s statistic. Control Clin Trials 24(2003):378–389. https://doi.org/10.1016/S0197-2456(03)00026-6
Spaans M, Waterhout B (2016) Building up resilience in cities worldwide—Rotterdam as participant in the 100 Resilient Cities Programme. Cities 61:109–116. https://doi.org/10.1016/j.cities.2016.05.011
Spielman SE, Yoo EH (2009) The spatial dimensions of neighborhood effects. Soc Sci Med 68(2009):1098–1105. https://doi.org/10.1016/j.socscimed.2008.12.048
Stanvliet R, Parnell S (2006) The contribution of the UNESCO biosphere reserve concept to urban resilience. Manag Environ Qual: Int J 17(4):437–449. https://doi.org/10.1108/14777830610670517
Tekindal MA, Gullu O, Yazici AC, Yavuz Y (2016) The cochran-armitage test to estimate the sample size for trend of proportions for biological data. Turk J Field Crops 21(2):286–297. https://doi.org/10.17557/tjfc.33765
Walker BH, Anderies JM, Kinzig AP, Ryan P (2006) Exploring resilience in social-ecological systems through comparative studies and theory development: introduction to the special issue. Ecol Soc 11(1):12. https://doi.org/10.5751/es-01573-110112
Wang Y, Chen C, Wang J, Baldick R (2016) Research on resilience of power systems under natural disasters—a review. IEEE Trans Power Syst 31(2):1604–1613. https://doi.org/10.1109/TPWRS.2015.2429656
Weichselgartner J, Kelman I (2014) Geographies of resilience: challenges and opportunities of a descriptive concept. Prog Hum Geogr 39(3):249–267. https://doi.org/10.1177/0309132513518834
Westland JC (2010) Lower bounds on sample size in structural equation modeling. Electron Commer Res Appl 9(2010):476–487. https://doi.org/10.1016/j.elerap.2010.07.003
Wickes R, Britt C, Broidy L (2017) The resilience of neighborhood social processes: a case study of the 2011 Brisbane flood. Soc Sci Res 62:96–119. https://doi.org/10.1016/j.ssresearch.2016.07.006
Woolf S, Twigg J, Parikh P, Karaoglou A (2016) Towards measurable resilience: a novel framework tool for the assessment of resilience levels in slums. Int J Disast Risk Reduct 19:280–302. https://doi.org/10.1016/j.ijdrr.2016.08.003
Yoon DK, Kang JE, Brody SD (2016) A measurement of community disaster resilience in Korea. J Environ Planning Manage 59(3):436–460. https://doi.org/10.1080/09640568.2015.1016142
Zautra A, Hall J, Murray K (2008) Community development and community resilience: an integrative approach. Community Dev 39(3):130–147. https://doi.org/10.1080/15575330809489673
Statistical Center of Iran (2016) www.amar.org.ir
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The authors thank the Mashhad Municipality for its cooperation, support and provision of the required research data
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Moradi, A., Nabi Bidhendi, G.R. & Safavi, Y. Effective environment indicators on improving the resilience of Mashhad neighborhoods. Int. J. Environ. Sci. Technol. 18, 2441–2458 (2021). https://doi.org/10.1007/s13762-021-03377-0
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DOI: https://doi.org/10.1007/s13762-021-03377-0