Micro-level social vulnerability assessment towards climate change adaptation in semi-arid Ghana, West Africa

This study determined the social vulnerability index (SoVI) of households to climate change impacts for three identified locations (upper, mid and lower) in the Vea catchment, semi-arid Ghana. This study adapted the social, economic and demographic indicator approach. The data used were obtained fro...

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Published inEnvironment, Development and Sustainability Vol. 20; no. 5; pp. 2261 - 2279
Main Authors Badmos, Biola K., Adenle, Ademola A., Agodzo, Sampson K., Villamor, Grace B., Asare-Kyei, Daniel K., Amadou, Laouali M., Odai, Samuel N.
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Science and Business Media LLC 01.10.2018
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Springer Nature B.V
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Abstract This study determined the social vulnerability index (SoVI) of households to climate change impacts for three identified locations (upper, mid and lower) in the Vea catchment, semi-arid Ghana. This study adapted the social, economic and demographic indicator approach. The data used were obtained from a survey of 186 randomly sampled farm households and direct field measurements of 738 farm plots belonging to the same sampled farm households. Information from the literature, expert judgement and principal component analysis were useful for computing and analysing the SoVI. The variables were normalized, weighted and subsequently recombined to determine the index of the three locations towards climate change. Although the SoVI to climate change was highest (0.77) for the upper part of the catchment, the mid- and lower parts of the catchment show a high SoVI of 0.72 each. The overall SoVI for the catchment is 0.73. The study re-emphasizes the high vulnerability level of dry areas to climate change. Moreover, it shows there is variability at micro-scale. There is a need to put appropriate measures to address the vulnerability of households to climate change in the semi-arid areas of West Africa. Factors aggravating dry land’s vulnerability towards climate change should be prevented with implementable policies. Furthermore, it is important to identify conditions that have made some areas less vulnerable to climate change, and then, we can work out the possibility of adapting such to the vulnerable places.
AbstractList This study determined the social vulnerability index (SoVI) of households to climate change impacts for three identified locations (upper, mid and lower) in the Vea catchment, semi-arid Ghana. This study adapted the social, economic and demographic indicator approach. The data used were obtained from a survey of 186 randomly sampled farm households and direct field measurements of 738 farm plots belonging to the same sampled farm households. Information from the literature, expert judgement and principal component analysis were useful for computing and analysing the SoVI. The variables were normalized, weighted and subsequently recombined to determine the index of the three locations towards climate change. Although the SoVI to climate change was highest (0.77) for the upper part of the catchment, the mid- and lower parts of the catchment show a high SoVI of 0.72 each. The overall SoVI for the catchment is 0.73. The study re-emphasizes the high vulnerability level of dry areas to climate change. Moreover, it shows there is variability at micro-scale. There is a need to put appropriate measures to address the vulnerability of households to climate change in the semi-arid areas of West Africa. Factors aggravating dry land’s vulnerability towards climate change should be prevented with implementable policies. Furthermore, it is important to identify conditions that have made some areas less vulnerable to climate change, and then, we can work out the possibility of adapting such to the vulnerable places.
Author Laouali M. Amadou
Biola K. Badmos
Samuel Nii Odai
Sampson K. Agodzo
Grace B. Villamor
Ademola A. Adenle
Daniel Asare-Kyei
Author_xml – sequence: 1
  givenname: Biola K.
  surname: Badmos
  fullname: Badmos, Biola K.
  email: biolakz@yahoo.com
  organization: Department of Environmental Management and Toxicology, Kwara State University
– sequence: 2
  givenname: Ademola A.
  surname: Adenle
  fullname: Adenle, Ademola A.
  organization: Department of Geography, Federal University of Technology
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  givenname: Sampson K.
  surname: Agodzo
  fullname: Agodzo, Sampson K.
  organization: Department of Agricultural Engineering, Kwame Nkrumah University of Science and Technology
– sequence: 4
  givenname: Grace B.
  surname: Villamor
  fullname: Villamor, Grace B.
  organization: Department of Ecology and Natural Resources Management, Center for Development Research, University of Bonn
– sequence: 5
  givenname: Daniel K.
  surname: Asare-Kyei
  fullname: Asare-Kyei, Daniel K.
  organization: United Nations University, (UNU-EHS)
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  givenname: Laouali M.
  surname: Amadou
  fullname: Amadou, Laouali M.
  organization: AGRHTMET Regional Centre
– sequence: 7
  givenname: Samuel N.
  surname: Odai
  fullname: Odai, Samuel N.
  organization: Department of Civil Engineering, Kwame Nkrumah University of Science and Technology
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CitedBy_id crossref_primary_10_1080_13549839_2022_2077712
crossref_primary_10_1016_j_ijdrr_2022_103127
crossref_primary_10_1016_j_envc_2022_100544
Cites_doi 10.1016/j.worlddev.2011.02.009
10.1073/pnas.1231335100
10.1111/1540-6237.8402002
10.1080/00291951.2010.550167
10.5751/ES-08139-210139
10.1007/s10668-012-9418-9
10.1111/j.1467-7679.2007.00368.x
10.1016/j.gloenvcha.2006.02.006
10.14217/23101385
10.1016/j.gloenvcha.2004.10.001
10.3390/land4030607
10.1016/j.crm.2016.12.001
10.1186/1471-2318-14-90
10.1177/001316447003000308
10.3763/cpol.2002.0216
10.3763/cpol.2007.0706
10.1659/MRD-JOURNAL-D-14-00087.1
10.1016/j.crm.2015.06.004
10.1080/13600810903089893
10.1111/j.1467-8276.2005.00753.x
10.1098/rstb.2005.1755
10.1016/j.envsci.2015.10.010
10.1007/978-3-540-69158-7_55
10.5901/jesr.2013.v3n4p155
10.1016/j.gloenvcha.2006.05.002
10.3390/ijgi4041913
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References Watson, R. T., Zinyoera, M. C., Moss, R. H. (1998). The regional impacts of climate change: An assessment of vulnerability. In A special report of IPCC working group II. Cambridge: Cambridge University Press.
Liebe, J. (2002). Estimation of water storage capacity and evaporation losses of small reservoirs in the Upper East Region of Ghana. Ph. D. Dissertation, University of Bonn, Germany.
DumenuWKObengEAClimate change and rural communities in Ghana: Social vulnerability, impacts, adaptations and policy implicationsEnvironmental Science and Policy20165520821710.1016/j.envsci.2015.10.010
TurnerBLKaspersonREMatsonPAMcCarthyJJCorellRWChristensenLEckleyNKaspersonJXLuersAMartelloMLPolskyCPulsipherASchillerAA framework for vulnerability analysis in sustainability sciencePNAS2003100148074807910.1073/pnas.12313351001:CAS:528:DC%2BD3sXlsFGnsrk%3D
OrikpeEAOrikpeGOInformation and communication technology and enhancement of agricultural extension services in the New MillenniumJESR20133415510.5901/jesr.2013.v3n4p155
CutterSLBoruffBJShirleyWLSocial vulnerability to environmental hazardsSSQ200384224226110.1111/1540-6237.8402002
SlingoJMChallinorAJHoskinsBJWheelerTRIntroduction: Food crops in a changing climatePhilosophical Transactions of the Royal Society of London Series B, Biological Sciences200536014631983198910.1098/rstb.2005.1755
UNDP. (2013). Human development index. Retrieved from http://hdr.undp.org/en/statistics/hdi/.
KarlTRMelilloJMPetersonTCGlobal climate change impacts in the United States2009CambridgeCambridge University Press
ThomasDSTwymanCEquity and justice in climate change adaptation amongst natural-resource-dependent societiesGlobal Environmental Change200515211512410.1016/j.gloenvcha.2004.10.001
IPCC. (2007). Summary for policymakers. In M. L. Parry, O. F. Canziani, J. P. Palutikof, P. J. van der Linden, C. E. Hanson (Eds.), Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change (pp. 7–22). Cambridge University Press.
WellsJComposite vulnerability index: A revised report1997LondonCommonwealth Secretariat
AbidMSchneiderUAScheffranJAdaptation to climate change and its impacts on food productivity and crop income: Perspectives of farmers in rural PakistanJournal of Rural Studies Part A20164725426610.1016/j.jrurstud.2016.08.005
Forkuor, G. (2014). Agricultural land use mapping in West Africa using multi-sensor satellite imagery. Ph.D. Dissertation, University of Wurzburg.
Kaly, U., & Pratt, C. (2000). Environmental vulnerability index: Development and provisional indices and profiles for Fiji, Samoa, Tuvalu and Vanuatu. Phase II report for NZODA. SOPAC technical report, 306 (p. 89).
LetsieMMGrabSWAssessment of social vulnerability to natural hazards in the Mountain Kingdom of LesothoMountain Research and Development201535211512510.1659/MRD-JOURNAL-D-14-00087.1
MurageAWObareGChianuJAmudaviDMMidegaCAOPickettJAKhanZRThe effectiveness of dissemination pathways on adoption of” Push-Pull” technology in Western KenyaQJIA20125115171
GSS - Ghana Statistical ServicesPopulation and housing census—summary report of final results2012AccraGhana Statistical Services
JankovicMMartinezPChenZCichockiAIshikawaMDoyaKMiyamotoHYamakawaTModified modulated Hebb-Oja learning rule: A method for biologically plausible principal component analysisNeural Information Processing2008Berlin/HeidelbergSpringer52753610.1007/978-3-540-69158-7_55
BriguglioLCordinaGFarrugiaNVellaSEconomic vulnerability and resilience: Concepts and measurementsOxford Development Studies200937322924710.1080/13600810903089893
Cooley, H., Moore, E., Heberger, M., & Allen, L. (2012) Social vulnerability to climate change in California. California Energy Commission. Publication number: CEC‐500‐2012‐013.
BadmosBKVillamorGBAgodzoSKOdaiSNHeterogeneous farm household perception about climate change: A case study of semi-arid region of GhanaIJC201576779
AmadouMLVillamorGBAttuaEMTraoreSBComparing farmers’ perception of climate change and variability with historical climate data in the Upper East Region of GhanaGhana Journal of Geography2015714774
EPA – Environmental Protection AgencyNational action programme to combat drought and desertification2003AccraEnvironmental Protection Agency
Martin, N. (2006). Development of a water balance for the Atankwidi catchment, West Africa—A case study of groundwater recharge in a semi-arid climate. Ph.D. dissertation, Georg-August University.
IFAD. (2007). Ghana: Upper east region land conservation and smallholder rehabilitation project. http://www.ifad.org/evaluation/public_html/eksyst/doc/prj/region/pa/ghana/s026ghbe.htm. Accessed December 28, 2012.
VillamorGBadmosBGrazing game: A learning tool for adaptive management in response to climate variability in semiarid areas of GhanaEcology and Society201610.5751/ES-08139-210139
KandehJKumarLDeveloping a relative ranking of social vulnerability of governorates of Yemen to Humanitarian crisisISPRS International Journal of Geo-Information2015441913193510.3390/ijgi4041913
HolandISLujalaPRodJKSocial vulnerability assessment for Norway: A quantitative approachNorwegian Journal of Geography201165111710.1080/00291951.2010.550167
MontalbanoPTrade openness and developing countries’ vulnerability: Concepts, misconceptions, and directions for researchWorld Development20113991489150210.1016/j.worlddev.2011.02.009
O’BrienKEriksenSNygaardLPSchjoldenAWhy different interpretations of vulnerability matter in climate change discoursesClimate Policy200771738810.1080/14693062.2007.9685639
FusselHMVulnerability: A generally applicable conceptual framework for climate change researchGlobal Environmental Change200717215516710.1016/j.gloenvcha.2006.05.002
AndrewMKKeefeJMSocial vulnerability from a social ecology perspective: A cohort study of older adults from the National Population Health Survey of CanadaBMC Geriatrics20141419010.1186/1471-2318-14-90
BadmosBKAgodzoSKVillamorGBOdaiSNAn approach for simulating soil loss from an agro-ecosystem using multi-agent simulation: A case study for semi-arid GhanaLand20154360762610.3390/land4030607
IPCC. (2014). Climate change 2014: Summary for policymakers. In C. B. Field, V. R. Barros, D. J. Dokken, K. J. Mach, M. D. Mastrandrea, T. E. Bilir, M. Chatterjee, K. L. Ebi, Y. O. Estrada, R. C. Genova, B. Girma, E. S. Kissel, A. N. Levy, S MacCracken, P. R. Mastrandrea, & L. L. White (Eds.), Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects. Contribution of working group II to the fifth assessment report of the intergovernmental panel on climate change (pp. 1–32). Cambridge, New York, NY: Cambridge University Press.
SmithLIA tutorial on principal components analysisCornell University, USA20025152
Intergovernmental Panel on Climate Change – IPCC. (2000). Presentation of Robert Watson, Chair, intergovernmental panel on climate change, at the sixth conference of the parties to the United Nations framework convention on climate change, The Hague, 13 November 2000.
ParryMLClimate change 2007: Impacts, adaptation and vulnerability2007CambridgeCambridge University Press
IPCC. (2001). Climate change 2001: Impacts, adaptation and vulnerability. In McCarthy, J. J., Canziani, O. F., Leary, N. A., Dokken, D. J., & White, K. S. (eds.), IPCC Working Group II, Third Assessment Report. Cambridge University Press.
BegNMorlotJCDavidsonOAfrane-OkesseYTyaniLDentonFSokonaYThomasJPLa-RovereELParikhJKParikhKRahmanandAALinkages between climate change and sustainable developmentClimate Policy2002212914410.3763/cpol.2002.0216
AduSVEroded savanna soils of the Navrongo-Bawku area, northern GhanaGhana Journal of Agricultural Science19725312
CookeEHagueSMcKayAThe Ghana poverty and inequality report: Using the 6th Ghana living standards survey2016AccraArt Excel Gh
IPCCFieldCBBarrosVStockerTFQinDDokkenDJEbiKLMastrandreaMDMachKJPlattnerGKAllenSKTignorMMidgleyPMSummary for policymakersManaging the risks of extreme events and disasters to advance climate change adaptation. A special report of working groups I and II of the Intergovernmental Panel on Climate Change (IPCC)2012Cambridge, New YorkCambridge University Press321
StanturfJAWarrenMLCharnleyJSPolaskySCGoodrickSLArmahFNyakoYAGhana climate change vulnerability and adaptation assessment2011WashingtonUnited States Agency for International Development
Barry, B., Obuobie, E., Andreini, M., Andah, W., & Pluquet, M. (2005). The Volta River Basin, comprehensive assessment of water management in agriculture, comparative study of river basin development and management. International Water Management Institute (IWMI). http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.662.3537&rep=rep1&type=pdf
Dwyer, A., Zoppou, C., Nielsen, O., Day, S., & Robert, S. (2004). Quantifying social vulnerability: A methodology for identifying those at risk to natural hazards. Geoscience Australia Record, vol 2004/014. Geoscience Australia, Canberra.
TurveyRVulnerability assessment of developing countries: The case of small-island developing statesDevelopment Policy Review200725224326410.1111/j.1467-7679.2007.00368.x
Abarike, A. M., Yeboah, R. W. N., & Dzomeku, I. K. (2014). Indigenous coping agricultural strategies of farmers to mitigate climate variability on farming in the Bawku West district of the Upper East region of Ghana. Paper presented at the 1st International Conference on Enhancing Resilience to Climate and Ecosystem Changes in Semi-Arid Africa, University for Development Studies, Tamale, 6–7 August 2014
UNDP - United Nations Development ProgramHuman development report 2007/8: Fighting climate change in a divided World2008New YorkOxford University Press
Madu, A. L. (2012). Spatial vulnerability of rural households to climate change in Nigeria: Implications for internal security. The Robert S. Strauss Center for International Security and Law at The University of Texas at Austin, Working Paper 2.
Vincent, K. (2004). Creating an index of social vulnerability to climate change for
J Kandeh (9988_CR35) 2015; 4
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J Wells (9988_CR62) 1997
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DS Thomas (9988_CR52) 2005; 15
References_xml – reference: CutterSLBoruffBJShirleyWLSocial vulnerability to environmental hazardsSSQ200384224226110.1111/1540-6237.8402002
– reference: Antwi-AgyeiPDougillAJFraserEDStringerLCCharacterising the nature of vulnerability to climate variability: Empirical evidence from two regions of GhanaEnvironment, Development and Sustainability201215490392610.1007/s10668-012-9418-9
– reference: Forkuor, G. (2014). Agricultural land use mapping in West Africa using multi-sensor satellite imagery. Ph.D. Dissertation, University of Wurzburg.
– reference: LetsieMMGrabSWAssessment of social vulnerability to natural hazards in the Mountain Kingdom of LesothoMountain Research and Development201535211512510.1659/MRD-JOURNAL-D-14-00087.1
– reference: AbdulaiAHuffmanWEThe diffusion of new agricultural technologies: The case of crossbred-cow technology in TanzaniaAmerican Journal of Agricultural Economics200587364565910.1111/j.1467-8276.2005.00753.x
– reference: IPCC. (2007). Summary for policymakers. In M. L. Parry, O. F. Canziani, J. P. Palutikof, P. J. van der Linden, C. E. Hanson (Eds.), Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change (pp. 7–22). Cambridge University Press.
– reference: VillamorGBadmosBGrazing game: A learning tool for adaptive management in response to climate variability in semiarid areas of GhanaEcology and Society201610.5751/ES-08139-210139
– reference: AmadouMLVillamorGBAttuaEMTraoreSBComparing farmers’ perception of climate change and variability with historical climate data in the Upper East Region of GhanaGhana Journal of Geography2015714774
– reference: AduSVEroded savanna soils of the Navrongo-Bawku area, northern GhanaGhana Journal of Agricultural Science19725312
– reference: Barry, B., Obuobie, E., Andreini, M., Andah, W., & Pluquet, M. (2005). The Volta River Basin, comprehensive assessment of water management in agriculture, comparative study of river basin development and management. International Water Management Institute (IWMI). http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.662.3537&rep=rep1&type=pdf
– reference: IFAD. (2007). Ghana: Upper east region land conservation and smallholder rehabilitation project. http://www.ifad.org/evaluation/public_html/eksyst/doc/prj/region/pa/ghana/s026ghbe.htm. Accessed December 28, 2012.
– reference: AndrewMKKeefeJMSocial vulnerability from a social ecology perspective: A cohort study of older adults from the National Population Health Survey of CanadaBMC Geriatrics20141419010.1186/1471-2318-14-90
– reference: BadmosBKAgodzoSKVillamorGBOdaiSNAn approach for simulating soil loss from an agro-ecosystem using multi-agent simulation: A case study for semi-arid GhanaLand20154360762610.3390/land4030607
– reference: UNDP. (2013). Human development index. Retrieved from http://hdr.undp.org/en/statistics/hdi/.
– reference: IPCC. (2014). Climate change 2014: Summary for policymakers. In C. B. Field, V. R. Barros, D. J. Dokken, K. J. Mach, M. D. Mastrandrea, T. E. Bilir, M. Chatterjee, K. L. Ebi, Y. O. Estrada, R. C. Genova, B. Girma, E. S. Kissel, A. N. Levy, S MacCracken, P. R. Mastrandrea, & L. L. White (Eds.), Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects. Contribution of working group II to the fifth assessment report of the intergovernmental panel on climate change (pp. 1–32). Cambridge, New York, NY: Cambridge University Press.
– reference: TurveyRVulnerability assessment of developing countries: The case of small-island developing statesDevelopment Policy Review200725224326410.1111/j.1467-7679.2007.00368.x
– reference: TurnerBLKaspersonREMatsonPAMcCarthyJJCorellRWChristensenLEckleyNKaspersonJXLuersAMartelloMLPolskyCPulsipherASchillerAA framework for vulnerability analysis in sustainability sciencePNAS2003100148074807910.1073/pnas.12313351001:CAS:528:DC%2BD3sXlsFGnsrk%3D
– reference: ThomasDSTwymanCEquity and justice in climate change adaptation amongst natural-resource-dependent societiesGlobal Environmental Change200515211512410.1016/j.gloenvcha.2004.10.001
– reference: Vincent, K. (2004). Creating an index of social vulnerability to climate change for Africa. Tyndall Centre for Climate Change Research, Working Paper 56.
– reference: GSS - Ghana Statistical ServicesPopulation and housing census—summary report of final results2012AccraGhana Statistical Services
– reference: IPCC. (2001). Climate change 2001: Impacts, adaptation and vulnerability. In McCarthy, J. J., Canziani, O. F., Leary, N. A., Dokken, D. J., & White, K. S. (eds.), IPCC Working Group II, Third Assessment Report. Cambridge University Press.
– reference: OrikpeEAOrikpeGOInformation and communication technology and enhancement of agricultural extension services in the New MillenniumJESR20133415510.5901/jesr.2013.v3n4p155
– reference: LythAHolbrookNJAssessing an indirect health implication of a changing climate: Ross River Virus in a temperate island stateClimate Risk Management201510779410.1016/j.crm.2015.06.004
– reference: Kaly, U., & Pratt, C. (2000). Environmental vulnerability index: Development and provisional indices and profiles for Fiji, Samoa, Tuvalu and Vanuatu. Phase II report for NZODA. SOPAC technical report, 306 (p. 89).
– reference: SlingoJMChallinorAJHoskinsBJWheelerTRIntroduction: Food crops in a changing climatePhilosophical Transactions of the Royal Society of London Series B, Biological Sciences200536014631983198910.1098/rstb.2005.1755
– reference: Cooley, H., Moore, E., Heberger, M., & Allen, L. (2012) Social vulnerability to climate change in California. California Energy Commission. Publication number: CEC‐500‐2012‐013.
– reference: Intergovernmental Panel on Climate Change – IPCC. (2000). Presentation of Robert Watson, Chair, intergovernmental panel on climate change, at the sixth conference of the parties to the United Nations framework convention on climate change, The Hague, 13 November 2000.
– reference: BriguglioLCordinaGFarrugiaNVellaSEconomic vulnerability and resilience: Concepts and measurementsOxford Development Studies200937322924710.1080/13600810903089893
– reference: FusselHMVulnerability: A generally applicable conceptual framework for climate change researchGlobal Environmental Change200717215516710.1016/j.gloenvcha.2006.05.002
– reference: StanturfJAWarrenMLCharnleyJSPolaskySCGoodrickSLArmahFNyakoYAGhana climate change vulnerability and adaptation assessment2011WashingtonUnited States Agency for International Development
– reference: KrejcieRVMorganDWDetermining sample size for research activitiesEducational and Psychological Measurement19703060761010.1177/001316447003000308
– reference: AbidMSchneiderUAScheffranJAdaptation to climate change and its impacts on food productivity and crop income: Perspectives of farmers in rural PakistanJournal of Rural Studies Part A20164725426610.1016/j.jrurstud.2016.08.005
– reference: AtkinsJPMazziSAEasterCDCommonwealth vulnerability index for developing countries: The position of small statesEconomic Paper200010.14217/9781848597167-en
– reference: Liebe, J. (2002). Estimation of water storage capacity and evaporation losses of small reservoirs in the Upper East Region of Ghana. Ph. D. Dissertation, University of Bonn, Germany.
– reference: JuntunenLAddressing social vulnerability to hazardsDisaster Safety Review200542310
– reference: KarlTRMelilloJMPetersonTCGlobal climate change impacts in the United States2009CambridgeCambridge University Press
– reference: CookeEHagueSMcKayAThe Ghana poverty and inequality report: Using the 6th Ghana living standards survey2016AccraArt Excel Gh
– reference: UNFCCC - United Nations Framework Convention on Climate Change. (2006). Climate change: Impacts, vulnerabilities and adaptation in developing countries. https://unfccc.int/resource/docs/publications/impacts.pdf.
– reference: Dwyer, A., Zoppou, C., Nielsen, O., Day, S., & Robert, S. (2004). Quantifying social vulnerability: A methodology for identifying those at risk to natural hazards. Geoscience Australia Record, vol 2004/014. Geoscience Australia, Canberra.
– reference: O’BrienKEriksenSNygaardLPSchjoldenAWhy different interpretations of vulnerability matter in climate change discoursesClimate Policy200771738810.1080/14693062.2007.9685639
– reference: WellsJComposite vulnerability index: A revised report1997LondonCommonwealth Secretariat
– reference: HolandISLujalaPRodJKSocial vulnerability assessment for Norway: A quantitative approachNorwegian Journal of Geography201165111710.1080/00291951.2010.550167
– reference: UNDP - United Nations Development ProgramHuman development report 2007/8: Fighting climate change in a divided World2008New YorkOxford University Press
– reference: BadmosBKVillamorGBAgodzoSKOdaiSNHeterogeneous farm household perception about climate change: A case study of semi-arid region of GhanaIJC201576779
– reference: ParryMLClimate change 2007: Impacts, adaptation and vulnerability2007CambridgeCambridge University Press
– reference: DumenuWKObengEAClimate change and rural communities in Ghana: Social vulnerability, impacts, adaptations and policy implicationsEnvironmental Science and Policy20165520821710.1016/j.envsci.2015.10.010
– reference: EPA – Environmental Protection AgencyNational action programme to combat drought and desertification2003AccraEnvironmental Protection Agency
– reference: UNISDR - United Nations International Strategy for Disaster ReductionUNISDR terminology on disaster risk reduction2009GenevaUNISDR
– reference: IPCCFieldCBBarrosVStockerTFQinDDokkenDJEbiKLMastrandreaMDMachKJPlattnerGKAllenSKTignorMMidgleyPMSummary for policymakersManaging the risks of extreme events and disasters to advance climate change adaptation. A special report of working groups I and II of the Intergovernmental Panel on Climate Change (IPCC)2012Cambridge, New YorkCambridge University Press321
– reference: MurageAWObareGChianuJAmudaviDMMidegaCAOPickettJAKhanZRThe effectiveness of dissemination pathways on adoption of” Push-Pull” technology in Western KenyaQJIA20125115171
– reference: MontalbanoPTrade openness and developing countries’ vulnerability: Concepts, misconceptions, and directions for researchWorld Development20113991489150210.1016/j.worlddev.2011.02.009
– reference: MA - Millennium Ecosystem AssessmentEcosystems and human well-being2005WashingtonDC Island Press2005
– reference: SmithLIA tutorial on principal components analysisCornell University, USA20025152
– reference: JankovicMMartinezPChenZCichockiAIshikawaMDoyaKMiyamotoHYamakawaTModified modulated Hebb-Oja learning rule: A method for biologically plausible principal component analysisNeural Information Processing2008Berlin/HeidelbergSpringer52753610.1007/978-3-540-69158-7_55
– reference: Abarike, A. M., Yeboah, R. W. N., & Dzomeku, I. K. (2014). Indigenous coping agricultural strategies of farmers to mitigate climate variability on farming in the Bawku West district of the Upper East region of Ghana. Paper presented at the 1st International Conference on Enhancing Resilience to Climate and Ecosystem Changes in Semi-Arid Africa, University for Development Studies, Tamale, 6–7 August 2014
– reference: KandehJKumarLDeveloping a relative ranking of social vulnerability of governorates of Yemen to Humanitarian crisisISPRS International Journal of Geo-Information2015441913193510.3390/ijgi4041913
– reference: Madu, A. L. (2012). Spatial vulnerability of rural households to climate change in Nigeria: Implications for internal security. The Robert S. Strauss Center for International Security and Law at The University of Texas at Austin, Working Paper 2.
– reference: Martin, N. (2006). Development of a water balance for the Atankwidi catchment, West Africa—A case study of groundwater recharge in a semi-arid climate. Ph.D. dissertation, Georg-August University.
– reference: BegNMorlotJCDavidsonOAfrane-OkesseYTyaniLDentonFSokonaYThomasJPLa-RovereELParikhJKParikhKRahmanandAALinkages between climate change and sustainable developmentClimate Policy2002212914410.3763/cpol.2002.0216
– reference: Watson, R. T., Zinyoera, M. C., Moss, R. H. (1998). The regional impacts of climate change: An assessment of vulnerability. In A special report of IPCC working group II. Cambridge: Cambridge University Press.
– reference: AdgerWNVulnerabilityGlobal Environmental Change200616326828110.1016/j.gloenvcha.2006.02.006
– reference: BadmosBKVillamorGBAgodzoSKOdaiSNGuugSSExamining agricultural land-use/cover change options in Rural Northern Ghana: A participatory scenario exploration exercise approachIJIENST201481535
– volume-title: The Ghana poverty and inequality report: Using the 6th Ghana living standards survey
  year: 2016
  ident: 9988_CR16
– ident: 9988_CR29
– volume: 39
  start-page: 1489
  issue: 9
  year: 2011
  ident: 9988_CR44
  publication-title: World Development
  doi: 10.1016/j.worlddev.2011.02.009
– ident: 9988_CR31
– volume-title: Human development report 2007/8: Fighting climate change in a divided World
  year: 2008
  ident: 9988_CR56
– volume: 51
  start-page: 51
  issue: 1
  year: 2012
  ident: 9988_CR45
  publication-title: QJIA
– volume-title: Population and housing census—summary report of final results
  year: 2012
  ident: 9988_CR24
– volume: 100
  start-page: 8074
  issue: 14
  year: 2003
  ident: 9988_CR53
  publication-title: PNAS
  doi: 10.1073/pnas.1231335100
– volume: 84
  start-page: 242
  issue: 2
  year: 2003
  ident: 9988_CR18
  publication-title: SSQ
  doi: 10.1111/1540-6237.8402002
– ident: 9988_CR39
– volume: 8
  start-page: 15
  year: 2014
  ident: 9988_CR12
  publication-title: IJIENST
– volume-title: Composite vulnerability index: A revised report
  year: 1997
  ident: 9988_CR62
– volume: 5
  start-page: 3
  year: 1972
  ident: 9988_CR5
  publication-title: Ghana Journal of Agricultural Science
– volume: 65
  start-page: 1
  issue: 1
  year: 2011
  ident: 9988_CR25
  publication-title: Norwegian Journal of Geography
  doi: 10.1080/00291951.2010.550167
– ident: 9988_CR60
– ident: 9988_CR22
– year: 2016
  ident: 9988_CR59
  publication-title: Ecology and Society
  doi: 10.5751/ES-08139-210139
– volume-title: National action programme to combat drought and desertification
  year: 2003
  ident: 9988_CR21
– volume: 15
  start-page: 903
  issue: 4
  year: 2012
  ident: 9988_CR8
  publication-title: Environment, Development and Sustainability
  doi: 10.1007/s10668-012-9418-9
– ident: 9988_CR26
– volume: 25
  start-page: 243
  issue: 2
  year: 2007
  ident: 9988_CR54
  publication-title: Development Policy Review
  doi: 10.1111/j.1467-7679.2007.00368.x
– volume: 16
  start-page: 268
  issue: 3
  year: 2006
  ident: 9988_CR4
  publication-title: Global Environmental Change
  doi: 10.1016/j.gloenvcha.2006.02.006
– year: 2000
  ident: 9988_CR9
  publication-title: Economic Paper
  doi: 10.14217/23101385
– volume: 15
  start-page: 115
  issue: 2
  year: 2005
  ident: 9988_CR52
  publication-title: Global Environmental Change
  doi: 10.1016/j.gloenvcha.2004.10.001
– volume-title: Ghana climate change vulnerability and adaptation assessment
  year: 2011
  ident: 9988_CR51
– ident: 9988_CR57
– volume: 4
  start-page: 607
  issue: 3
  year: 2015
  ident: 9988_CR10
  publication-title: Land
  doi: 10.3390/land4030607
– volume: 47
  start-page: 254
  year: 2016
  ident: 9988_CR3
  publication-title: Journal of Rural Studies Part A
  doi: 10.1016/j.crm.2016.12.001
– ident: 9988_CR42
– volume: 51
  start-page: 52
  year: 2002
  ident: 9988_CR50
  publication-title: Cornell University, USA
– volume: 14
  start-page: 90
  issue: 1
  year: 2014
  ident: 9988_CR7
  publication-title: BMC Geriatrics
  doi: 10.1186/1471-2318-14-90
– volume-title: Climate change 2007: Impacts, adaptation and vulnerability
  year: 2007
  ident: 9988_CR48
– volume: 30
  start-page: 607
  year: 1970
  ident: 9988_CR37
  publication-title: Educational and Psychological Measurement
  doi: 10.1177/001316447003000308
– ident: 9988_CR27
– volume: 2
  start-page: 129
  year: 2002
  ident: 9988_CR14
  publication-title: Climate Policy
  doi: 10.3763/cpol.2002.0216
– ident: 9988_CR43
– volume: 7
  start-page: 73
  issue: 1
  year: 2007
  ident: 9988_CR46
  publication-title: Climate Policy
  doi: 10.3763/cpol.2007.0706
– ident: 9988_CR20
– volume: 7
  start-page: 67
  year: 2015
  ident: 9988_CR11
  publication-title: IJC
– volume: 35
  start-page: 115
  issue: 2
  year: 2015
  ident: 9988_CR38
  publication-title: Mountain Research and Development
  doi: 10.1659/MRD-JOURNAL-D-14-00087.1
– ident: 9988_CR28
– ident: 9988_CR1
– start-page: 2005
  volume-title: Ecosystems and human well-being
  year: 2005
  ident: 9988_CR41
– volume: 10
  start-page: 77
  year: 2015
  ident: 9988_CR40
  publication-title: Climate Risk Management
  doi: 10.1016/j.crm.2015.06.004
– volume-title: UNISDR terminology on disaster risk reduction
  year: 2009
  ident: 9988_CR58
– volume: 4
  start-page: 3
  issue: 2
  year: 2005
  ident: 9988_CR33
  publication-title: Disaster Safety Review
– volume: 37
  start-page: 229
  issue: 3
  year: 2009
  ident: 9988_CR15
  publication-title: Oxford Development Studies
  doi: 10.1080/13600810903089893
– ident: 9988_CR34
– volume: 87
  start-page: 645
  issue: 3
  year: 2005
  ident: 9988_CR2
  publication-title: American Journal of Agricultural Economics
  doi: 10.1111/j.1467-8276.2005.00753.x
– ident: 9988_CR55
– start-page: 3
  volume-title: Managing the risks of extreme events and disasters to advance climate change adaptation. A special report of working groups I and II of the Intergovernmental Panel on Climate Change (IPCC)
  year: 2012
  ident: 9988_CR30
– volume: 360
  start-page: 1983
  issue: 1463
  year: 2005
  ident: 9988_CR49
  publication-title: Philosophical Transactions of the Royal Society of London Series B, Biological Sciences
  doi: 10.1098/rstb.2005.1755
– volume: 55
  start-page: 208
  year: 2016
  ident: 9988_CR19
  publication-title: Environmental Science and Policy
  doi: 10.1016/j.envsci.2015.10.010
– ident: 9988_CR17
– volume-title: Global climate change impacts in the United States
  year: 2009
  ident: 9988_CR36
– ident: 9988_CR13
– start-page: 527
  volume-title: Neural Information Processing
  year: 2008
  ident: 9988_CR32
  doi: 10.1007/978-3-540-69158-7_55
– volume: 3
  start-page: 155
  issue: 4
  year: 2013
  ident: 9988_CR47
  publication-title: JESR
  doi: 10.5901/jesr.2013.v3n4p155
– volume: 7
  start-page: 47
  issue: 1
  year: 2015
  ident: 9988_CR6
  publication-title: Ghana Journal of Geography
– ident: 9988_CR61
– volume: 17
  start-page: 155
  issue: 2
  year: 2007
  ident: 9988_CR23
  publication-title: Global Environmental Change
  doi: 10.1016/j.gloenvcha.2006.05.002
– volume: 4
  start-page: 1913
  issue: 4
  year: 2015
  ident: 9988_CR35
  publication-title: ISPRS International Journal of Geo-Information
  doi: 10.3390/ijgi4041913
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Snippet This study determined the social vulnerability index (SoVI) of households to climate change impacts for three identified locations (upper, mid and lower) in...
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springer
nii
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SubjectTerms Arid lands
Arid regions
Catchments
Change agents
Climate adaptation
Climate change
Demographics
Earth and Environmental Science
Ecology
Economic Geology
Economic Growth
Environment
Environmental Economics
Environmental impact
Environmental Management
Farms
Ghana
Households
issues and policy
principal component analysis
Principal components analysis
risk assessment
Semi arid areas
semiarid zones
surveys
Sustainable Development
Variability
Vulnerability
watersheds
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Title Micro-level social vulnerability assessment towards climate change adaptation in semi-arid Ghana, West Africa
URI https://cir.nii.ac.jp/crid/1871991018161064704
https://link.springer.com/article/10.1007/s10668-017-9988-7
https://www.proquest.com/docview/2102403159
https://www.proquest.com/docview/2221053435
Volume 20
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