Flood Exposure and Social Vulnerability Analysis in Rural Areas of Developing Countries: An Empirical Study of Charsadda District, Pakistan

In recent years, social vulnerability has gained much importance in academic studies. However, social indices are rarely combined and validated with exposure and resilience components. This study provides an integrated analysis of the flood exposure and social vulnerability of rural households in a...

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Published inWater (Basel) Vol. 14; no. 7; p. 1176
Main Authors Hamidi, Abdur Rahim, Jing, Li, Shahab, Muhammad, Azam, Kamran, Atiq Ur Rehman Tariq, Muhammad, Ng, Anne W. M.
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.04.2022
Subjects
Afghanistan
Analysis
Australia
Climate change
Community
Decision making
Developing countries
Disasters
Economic indicators
Emergency preparedness
Exposure
flood hazard
Floods
Germany
Households
Indicators
Khyber Pakhtunkhwa
LDCs
Pakistan
Rivers
Rural areas
Social factors
social vulnerability
Society
Socioeconomic factors
Surveys
United Kingdom
United Kingdom
Afghanistan
Pakistan
Australia
Germany
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Abstract In recent years, social vulnerability has gained much importance in academic studies. However, social indices are rarely combined and validated with exposure and resilience components. This study provides an integrated analysis of the flood exposure and social vulnerability of rural households in a case area of Charsadda District, Khyber Pakhtunkhwa, Pakistan. A conceptual framework was designed (based on the MOVE framework) as a guideline and key indicators were identified. For the exposure component, parameters such as elevation, flooded locations, and distance from the river were endorsed to understand flood mechanisms. For populating socioeconomic variables, questionnaire-based interviews were conducted with 210 households. The results were presented through ArcGIS-generated maps. The most significant indicators interplaying with high vulnerability were exposure-related indicators. The findings showed that the southern areas, including Agra, Daulat Pura, and Hisar Yasinzai were highly vulnerable due to having the highest number of flood locations, lowest elevations, and shortest distances from rivers, as well as larger household sizes, more elderly, children and women, illiteracy rates, and weak financial capacity. Understanding such dominant indicators and areas where high social vulnerability and high exposure converge can inform the authorities in mitigating both social and physical flood vulnerability.
AbstractList In recent years, social vulnerability has gained much importance in academic studies. However, social indices are rarely combined and validated with exposure and resilience components. This study provides an integrated analysis of the flood exposure and social vulnerability of rural households in a case area of Charsadda District, Khyber Pakhtunkhwa, Pakistan. A conceptual framework was designed (based on the MOVE framework) as a guideline and key indicators were identified. For the exposure component, parameters such as elevation, flooded locations, and distance from the river were endorsed to understand flood mechanisms. For populating socioeconomic variables, questionnaire-based interviews were conducted with 210 households. The results were presented through ArcGIS-generated maps. The most significant indicators interplaying with high vulnerability were exposure-related indicators. The findings showed that the southern areas, including Agra, Daulat Pura, and Hisar Yasinzai were highly vulnerable due to having the highest number of flood locations, lowest elevations, and shortest distances from rivers, as well as larger household sizes, more elderly, children and women, illiteracy rates, and weak financial capacity. Understanding such dominant indicators and areas where high social vulnerability and high exposure converge can inform the authorities in mitigating both social and physical flood vulnerability.
Audience Academic
Author Azam, Kamran
Hamidi, Abdur Rahim
Jing, Li
Ng, Anne W. M.
Shahab, Muhammad
Atiq Ur Rehman Tariq, Muhammad
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Cites_doi 10.2166/wst.2009.183
10.1016/j.ijdrr.2020.101907
10.1007/s11069-020-04386-x
10.1098/rsta.2002.1013
10.1007/s11069-013-0996-0
10.5751/ES-03378-150311
10.5194/hess-22-373-2018
10.1080/19475705.2015.1052021
10.1007/s11069-020-03878-0
10.1007/s11069-009-9376-1
10.1007/s13753-013-0018-6
10.1007/s11069-011-9751-6
10.1007/s11069-011-9830-8
10.1016/j.cities.2020.102697
10.1016/j.ijdrr.2014.12.001
10.1016/j.ijdrr.2021.102614
10.1111/risa.12677
10.1007/s11069-018-03567-z
10.5194/nhess-13-1293-2013
10.1007/s11069-018-3293-0
10.5194/nhess-11-2107-2011
10.1111/j.1539-6975.2010.01389.x
10.1016/j.ijdrr.2017.09.015
10.1016/j.gloenvcha.2006.05.002
10.1016/j.apgeog.2014.04.004
10.1007/s11069-013-0558-5
10.31235/osf.io/byrgu
10.1016/j.ijdrr.2013.10.001
10.1016/j.ijdrr.2019.101341
10.1007/s12665-009-0245-8
10.1111/j.1944-8287.2003.tb00220.x
10.1016/j.envsoft.2012.11.002
10.1177/0956247815620961
10.1007/s13753-016-0090-9
10.1007/s11356-021-14534-w
10.1007/s11356-021-13598-y
10.1029/2009WR007743
10.5194/nhess-12-2299-2012
10.1111/1540-6237.8402002
10.1016/j.apgeog.2013.05.004
10.1016/j.ijdrr.2018.11.014
10.2166/wst.2005.0111
10.1007/s11069-006-9037-6
10.1007/s11069-017-2872-9
10.1007/s11356-021-12801-4
10.1007/s11069-012-0352-9
10.1016/S0304-3894(01)00266-7
10.1016/j.apgeog.2015.09.008
10.1016/j.ijdrr.2020.101496
10.1007/s11069-010-9632-4
10.1016/j.ijdrr.2021.102735
10.1007/s11356-020-10308-y
10.1016/j.ijdrr.2020.101805
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References ref_50
Reiter (ref_20) 2011; 11
Khan (ref_49) 2011; 59
ref_58
Shah (ref_51) 2020; 51
ref_10
ref_53
Pompella (ref_32) 2010; 77
Kuhlicke (ref_63) 2011; 58
Hosseini (ref_27) 2021; 28
ref_18
Shah (ref_73) 2020; 42
Rehman (ref_19) 2019; 96
Birkmann (ref_55) 2013; 67
ref_59
Balica (ref_13) 2009; 60
Adger (ref_65) 2003; 79
Ahmad (ref_52) 2011; 4
Hamidi (ref_5) 2020; 46
Cutter (ref_11) 2003; 84
Khan (ref_3) 2021; 28
Karmaoui (ref_67) 2016; 96
ref_68
Hamidi (ref_8) 2020; 101
ref_29
ref_28
Pandey (ref_17) 2015; 64
Azam (ref_48) 2012; 4
Shah (ref_74) 2022; 70
(ref_14) 2007; 17
Lee (ref_23) 2013; 13
Asadzadeh (ref_54) 2017; 25
Shah (ref_9) 2020; 27
Evers (ref_24) 2018; 22
Kappes (ref_21) 2011; 58
Balica (ref_22) 2013; 41
Shah (ref_4) 2019; 34
Pradhan (ref_61) 2010; 60
Azareh (ref_26) 2021; 66
ref_34
ref_33
ref_77
Murphy (ref_66) 2007; 41
ref_76
ref_30
Dufty (ref_64) 2008; 23
Chen (ref_40) 2013; 4
Hummell (ref_41) 2016; 7
Flanagan (ref_35) 2011; 8
Zhang (ref_43) 2014; 71
Shah (ref_6) 2017; 88
Rasch (ref_39) 2016; 28
Bakkensen (ref_44) 2017; 37
ref_47
Fuchs (ref_12) 2012; 64
ref_45
Shah (ref_46) 2020; 50
Cutter (ref_62) 2010; 7
Lindell (ref_71) 2001; 88
Shah (ref_7) 2018; 93
Miller (ref_15) 2010; 15
Martin (ref_36) 2015; 12
Tapsell (ref_38) 2002; 360
ref_1
Sullivan (ref_31) 2005; 51
ref_2
TFrazier (ref_56) 2013; 42
Shah (ref_72) 2021; 105
Botzen (ref_75) 2009; 45
Frazier (ref_16) 2014; 51
Boulomytis (ref_25) 2019; 6
Depietri (ref_37) 2013; 6
Zeng (ref_60) 2020; 101
Bradford (ref_69) 2012; 12
Fernandez (ref_42) 2016; 7
Wood (ref_57) 2010; 52
Shah (ref_70) 2021; 28
References_xml – volume: 60
  start-page: 2571
  year: 2009
  ident: ref_13
  article-title: Flood vulnerability indices at varying spatial scales
  publication-title: Water Sci. Technol.
  doi: 10.2166/wst.2009.183
  contributor:
    fullname: Balica
– volume: 50
  start-page: 101907
  year: 2020
  ident: ref_46
  article-title: Looking through the Lens of schools: Children perception, knowledge, and preparedness of flood disaster risk management in Pakistan
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2020.101907
  contributor:
    fullname: Shah
– volume: 105
  start-page: 1977
  year: 2021
  ident: ref_72
  article-title: Multidimensional six-stage model for flood emergency response in schools: A case study of Pakistan
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-020-04386-x
  contributor:
    fullname: Shah
– volume: 360
  start-page: 1511
  year: 2002
  ident: ref_38
  article-title: Vulnerability to flooding: Health and social dimensions
  publication-title: Philos. Trans. R. Soc. London Ser. A Math. Phys. Eng. Sci.
  doi: 10.1098/rsta.2002.1013
  contributor:
    fullname: Tapsell
– volume: 71
  start-page: 2113
  year: 2014
  ident: ref_43
  article-title: Social vulnerability to floods: A case study of Huaihe river basin
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-013-0996-0
  contributor:
    fullname: Zhang
– volume: 15
  start-page: 11
  year: 2010
  ident: ref_15
  article-title: Resilience and vulnerability: Complementary or conflicting concepts?
  publication-title: Ecol. Soc.
  doi: 10.5751/ES-03378-150311
  contributor:
    fullname: Miller
– volume: 23
  start-page: 4
  year: 2008
  ident: ref_64
  article-title: A new approach to community flood education
  publication-title: Aust. J. Emerg. Manag.
  contributor:
    fullname: Dufty
– volume: 22
  start-page: 373
  year: 2018
  ident: ref_24
  article-title: Participatory flood vulnerability assessment: A multi-criteria approach
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-22-373-2018
  contributor:
    fullname: Evers
– ident: ref_68
– volume: 7
  start-page: 1367
  year: 2016
  ident: ref_42
  article-title: Social vulnerability assessment of flood risk using GIS-based multicriteria decision analysis. A case study of Vila Nova de Gaia (Portugal)
  publication-title: Geomat. Nat. Hazards Risk
  doi: 10.1080/19475705.2015.1052021
  contributor:
    fullname: Fernandez
– volume: 101
  start-page: 358
  year: 2020
  ident: ref_8
  article-title: Flood vulnerability assessment using MOVE framework: A case study of the northern part of district Peshawar, Pakistan
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-020-03878-0
  contributor:
    fullname: Hamidi
– volume: 52
  start-page: 369
  year: 2010
  ident: ref_57
  article-title: Community variations in social vulnerability to Cascadia-related tsunamis in the U.S. Pacific Northwest
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-009-9376-1
  contributor:
    fullname: Wood
– ident: ref_1
– ident: ref_58
– volume: 4
  start-page: 169
  year: 2013
  ident: ref_40
  article-title: Measuring social vulnerability to natural hazards in the Yangtze River Delta region, China
  publication-title: Int. J. Disaster Risk Sci.
  doi: 10.1007/s13753-013-0018-6
  contributor:
    fullname: Chen
– volume: 58
  start-page: 789
  year: 2011
  ident: ref_63
  article-title: Contextualizing social vulnerability: Findings from case studies across Europe
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-011-9751-6
  contributor:
    fullname: Kuhlicke
– volume: 59
  start-page: 1239
  year: 2011
  ident: ref_49
  article-title: Atta-ur-Rahman; Khan, A.N. Analysis of flood causes and associated socio-economic damages in the Hindukush region
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-011-9830-8
  contributor:
    fullname: Khan
– volume: 101
  start-page: 102697
  year: 2020
  ident: ref_60
  article-title: Integrating Internet media into urban flooding susceptibility assessment: A case study in China
  publication-title: Cities
  doi: 10.1016/j.cities.2020.102697
  contributor:
    fullname: Zeng
– volume: 12
  start-page: 53
  year: 2015
  ident: ref_36
  article-title: A framework to understand the relationship between social factors that reduce resilience in cities: Application to the City of Boston
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2014.12.001
  contributor:
    fullname: Martin
– ident: ref_77
– volume: 66
  start-page: 102614
  year: 2021
  ident: ref_26
  article-title: Evaluating urban flood risk using hybrid method of TOPSIS and machine learning
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2021.102614
  contributor:
    fullname: Azareh
– volume: 4
  start-page: 518
  year: 2011
  ident: ref_52
  article-title: Human response to hydro-meteorological disasters: A case study of the 2010 flash floods in Pakistan
  publication-title: J. Geogr. Reg. Plan.
  contributor:
    fullname: Ahmad
– volume: 37
  start-page: 982
  year: 2017
  ident: ref_44
  article-title: Validating resilience and vulnerability indices in the context of natural disasters
  publication-title: Risk Anal.
  doi: 10.1111/risa.12677
  contributor:
    fullname: Bakkensen
– volume: 96
  start-page: 975
  year: 2019
  ident: ref_19
  article-title: A systematic review on approaches and methods used for flood vulnerability assessment: Framework for future research
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-018-03567-z
  contributor:
    fullname: Rehman
– volume: 13
  start-page: 1293
  year: 2013
  ident: ref_23
  article-title: Integrated multi-criteria flood vulnerability approach using fuzzy TOPSIS and Delphi technique Nat
  publication-title: Hazards Earth Syst. Sci.
  doi: 10.5194/nhess-13-1293-2013
  contributor:
    fullname: Lee
– ident: ref_10
– volume: 93
  start-page: 147
  year: 2018
  ident: ref_7
  article-title: Flood hazards: Household vulnerability and resilience in disaster-prone districts of Khyber Pakhtunkhwa province, Pakistan
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-018-3293-0
  contributor:
    fullname: Shah
– volume: 11
  start-page: 2107
  year: 2011
  ident: ref_20
  article-title: Assessment of urban vulnerability towards floods using an indicator-based approach–a case study for Santiago de Chile
  publication-title: Nat. Hazards Earth Syst. Sci.
  doi: 10.5194/nhess-11-2107-2011
  contributor:
    fullname: Reiter
– volume: 77
  start-page: 959
  year: 2010
  ident: ref_32
  article-title: Measuring vulnerability to natural hazards: Towards disaster resilient societies, by J
  publication-title: Birkmann. J. Risk Insur.
  doi: 10.1111/j.1539-6975.2010.01389.x
  contributor:
    fullname: Pompella
– volume: 25
  start-page: 147
  year: 2017
  ident: ref_54
  article-title: Operationalizing a concept: The systematic review of composite indicator building for measuring community disaster resilience
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2017.09.015
  contributor:
    fullname: Asadzadeh
– volume: 17
  start-page: 155
  year: 2007
  ident: ref_14
  article-title: Vulnerability: A generally applicable conceptual framework for climate change research
  publication-title: Glob. Environ. Chang.
  doi: 10.1016/j.gloenvcha.2006.05.002
– volume: 51
  start-page: 158
  year: 2014
  ident: ref_16
  article-title: A framework for the development of the SERV model: A Spatially Explicit Resilience-Vulnerability model
  publication-title: Appl. Geogr.
  doi: 10.1016/j.apgeog.2014.04.004
  contributor:
    fullname: Frazier
– volume: 67
  start-page: 193
  year: 2013
  ident: ref_55
  article-title: Framing vulnerability, risk and societal responses: The MOVE framework
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-013-0558-5
  contributor:
    fullname: Birkmann
– ident: ref_45
  doi: 10.31235/osf.io/byrgu
– volume: 6
  start-page: 98
  year: 2013
  ident: ref_37
  article-title: Social vulnerability assessment of the Cologne urban area (Germany) to heat waves: Links to ecosystem services
  publication-title: Int. J. Disaster Risk Reduc.
  doi: 10.1016/j.ijdrr.2013.10.001
  contributor:
    fullname: Depietri
– volume: 42
  start-page: 101341
  year: 2020
  ident: ref_73
  article-title: Factors Affecting Flood-Induced Household Vulnerability And Health Risks In Pakistan: The Case Of Khyber Pakhtunkhwa Province
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2019.101341
  contributor:
    fullname: Shah
– volume: 8
  start-page: 3
  year: 2011
  ident: ref_35
  article-title: A social vulnerability index for disaster management
  publication-title: J. Homel. Secur. Emerg. Manag.
  contributor:
    fullname: Flanagan
– ident: ref_59
– volume: 60
  start-page: 1037
  year: 2010
  ident: ref_61
  article-title: Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
  publication-title: Environ. Earth Sci.
  doi: 10.1007/s12665-009-0245-8
  contributor:
    fullname: Pradhan
– volume: 79
  start-page: 387
  year: 2003
  ident: ref_65
  article-title: Social Capital, Collective Action, and Adaptation to Climate Change
  publication-title: Econon. Geogr.
  doi: 10.1111/j.1944-8287.2003.tb00220.x
  contributor:
    fullname: Adger
– volume: 41
  start-page: 84
  year: 2013
  ident: ref_22
  article-title: Parametric and physically based modelling techniques for flood risk and vulnerability assessment: A comparison
  publication-title: Environ. Model. Softw.
  doi: 10.1016/j.envsoft.2012.11.002
  contributor:
    fullname: Balica
– volume: 28
  start-page: 145
  year: 2016
  ident: ref_39
  article-title: Assessing urban vulnerability to flood hazard in Brazilian municipalities
  publication-title: Environ. Urban.
  doi: 10.1177/0956247815620961
  contributor:
    fullname: Rasch
– volume: 96
  start-page: 1
  year: 2016
  ident: ref_67
  article-title: Analysis of applicability of flood vulnerability index in Pre-Saharan region, a pilot study to assess flood in Southern Morocco
  publication-title: Nat. Hazards Earth Syst. Sci.
  contributor:
    fullname: Karmaoui
– ident: ref_28
– volume: 7
  start-page: 111
  year: 2016
  ident: ref_41
  article-title: Social vulnerability to natural hazards in Brazil
  publication-title: Int. J. Disaster Risk Sci.
  doi: 10.1007/s13753-016-0090-9
  contributor:
    fullname: Hummell
– ident: ref_53
– ident: ref_30
– volume: 6
  start-page: 100116
  year: 2019
  ident: ref_25
  article-title: Detection of flood influence criteria in ungauged basins on a combined Delphi-AHP approach
  publication-title: Oper. Res. Perspect.
  contributor:
    fullname: Boulomytis
– ident: ref_76
– ident: ref_34
– ident: ref_47
– volume: 28
  start-page: 62487
  year: 2021
  ident: ref_27
  article-title: Towards a flood vulnerability assessment of watershed using integration of decision-making trial and evaluation laboratory, analytical network process, and fuzzy theories
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-021-14534-w
  contributor:
    fullname: Hosseini
– volume: 28
  start-page: 40844
  year: 2021
  ident: ref_70
  article-title: Livelihood diversification in managing catastrophic risks: Evidence from flood-disaster regions of Khyber Pakhtunkhwa Province of Pakistan
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-021-13598-y
  contributor:
    fullname: Shah
– volume: 45
  start-page: 1
  year: 2009
  ident: ref_75
  article-title: Dependence of flood risk perceptions on socioeconomic and objective risk factors
  publication-title: Water Resour. Res.
  doi: 10.1029/2009WR007743
  contributor:
    fullname: Botzen
– volume: 12
  start-page: 2299
  year: 2012
  ident: ref_69
  article-title: Risk perception–issues for flood management in Europe
  publication-title: Nat. Hazards Earth Syst. Sci.
  doi: 10.5194/nhess-12-2299-2012
  contributor:
    fullname: Bradford
– ident: ref_18
– volume: 84
  start-page: 242
  year: 2003
  ident: ref_11
  article-title: Social vulnerability to environmental hazards
  publication-title: Soc. Sci. Q.
  doi: 10.1111/1540-6237.8402002
  contributor:
    fullname: Cutter
– volume: 42
  start-page: 95
  year: 2013
  ident: ref_56
  article-title: Spatial and temporal quantification of resilience at the community scale
  publication-title: Appl. Geogr.
  doi: 10.1016/j.apgeog.2013.05.004
  contributor:
    fullname: TFrazier
– volume: 34
  start-page: 165
  year: 2019
  ident: ref_4
  article-title: Current capacities, preparedness and needs of local institutions in dealing with disaster risk reduction in Khyber Pakhtunkhwa, Pakistan
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2018.11.014
  contributor:
    fullname: Shah
– volume: 51
  start-page: 69
  year: 2005
  ident: ref_31
  article-title: Targeting attention on local vulnerabilities using an integrated index approach: The example of the climate vulnerability index
  publication-title: Water Sci. Technol.
  doi: 10.2166/wst.2005.0111
  contributor:
    fullname: Sullivan
– volume: 41
  start-page: 297
  year: 2007
  ident: ref_66
  article-title: Locating social capital in resilient community-level emergency management
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-006-9037-6
  contributor:
    fullname: Murphy
– volume: 88
  start-page: 415
  year: 2017
  ident: ref_6
  article-title: Determinants of flood risk mitigation strategies at household level: A case of Khyber Pakhtunkhwa (KP) province, Pakistan
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-017-2872-9
  contributor:
    fullname: Shah
– ident: ref_50
– volume: 28
  start-page: 29720
  year: 2021
  ident: ref_3
  article-title: Climate change impact assessment, flood management, and mitigation strategies in Pakistan for sustainable future
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-021-12801-4
  contributor:
    fullname: Khan
– ident: ref_29
– ident: ref_33
– ident: ref_2
– volume: 64
  start-page: 1969
  year: 2012
  ident: ref_12
  article-title: Vulnerability assessment in natural hazard and risk analysis: Current approaches and future challenges
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-012-0352-9
  contributor:
    fullname: Fuchs
– volume: 88
  start-page: 169
  year: 2001
  ident: ref_71
  article-title: Community innovation in hazardous materials management: Progress in implementing SARA Title III in the United States
  publication-title: J. Hazard. Mater.
  doi: 10.1016/S0304-3894(01)00266-7
  contributor:
    fullname: Lindell
– volume: 64
  start-page: 74
  year: 2015
  ident: ref_17
  article-title: Social-ecological vulnerability to climate change in the Nepali Himalaya
  publication-title: Appl. Geogr.
  doi: 10.1016/j.apgeog.2015.09.008
  contributor:
    fullname: Pandey
– volume: 46
  start-page: 101496
  year: 2020
  ident: ref_5
  article-title: Household vulnerability to floods and cyclones in Khyber Pakhtunkhwa, Pakistan
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2020.101496
  contributor:
    fullname: Hamidi
– volume: 58
  start-page: 645
  year: 2011
  ident: ref_21
  article-title: Physical vulnerability assessment for alpine hazards:state of the art and future needs
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-010-9632-4
  contributor:
    fullname: Kappes
– volume: 70
  start-page: 102735
  year: 2022
  ident: ref_74
  article-title: Reconnoitering school children vulnerability and its determinants: Evidence from flood disaster-hit rural communities of Pakistan
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2021.102735
  contributor:
    fullname: Shah
– volume: 7
  start-page: 51
  year: 2010
  ident: ref_62
  article-title: Disaster resilience indicators for benchmarking baseline conditions
  publication-title: J. Homel. Secur. Emerg. Manag.
  contributor:
    fullname: Cutter
– volume: 27
  start-page: 44106
  year: 2020
  ident: ref_9
  article-title: Measuring education sector resilience in the face of flood disasters in Pakistan: An index-based approach
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-020-10308-y
  contributor:
    fullname: Shah
– volume: 51
  start-page: 101805
  year: 2020
  ident: ref_51
  article-title: Disaster risk management insight on school emergency preparedness—A case study of Khyber Pakhtunkhwa, Pakistan
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2020.101805
  contributor:
    fullname: Shah
– volume: 4
  start-page: 109
  year: 2012
  ident: ref_48
  article-title: The Role of Coping Capacities in Disaster Perspective: A Case of Pakistan Flash Floods, 2010
  publication-title: OIDA J. Sustain. Dev.
  contributor:
    fullname: Azam
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SubjectTerms Afghanistan
Analysis
Australia
Climate change
Community
Decision making
Developing countries
Disasters
Economic indicators
Emergency preparedness
Exposure
flood hazard
Floods
Germany
Households
Indicators
Khyber Pakhtunkhwa
LDCs
Pakistan
Rivers
Rural areas
Social factors
social vulnerability
Society
Socioeconomic factors
Surveys
United Kingdom
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Title Flood Exposure and Social Vulnerability Analysis in Rural Areas of Developing Countries: An Empirical Study of Charsadda District, Pakistan
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