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What Actually Confers Adaptive Capacity? Insights from Agro-Climatic Vulnerability of Australian Wheat

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  • Brett A Bryan
  • Jianjun Huai
  • Jeff Connor
  • Lei Gao
  • Darran King
  • John Kandulu
  • Gang Zhao

Abstract

Vulnerability assessments have often invoked sustainable livelihoods theory to support the quantification of adaptive capacity based on the availability of capital—social, human, physical, natural, and financial. However, the assumption that increased availability of these capitals confers greater adaptive capacity remains largely untested. We quantified the relationship between commonly used capital indicators and an empirical index of adaptive capacity (ACI) in the context of vulnerability of Australian wheat production to climate variability and change. We calculated ACI by comparing actual yields from farm survey data to climate-driven expected yields estimated by a crop model for 12 regions in Australia’s wheat-sheep zone from 1991–2010. We then compiled data for 24 typical indicators used in vulnerability analyses, spanning the five capitals. We analyzed the ACI and used regression techniques to identify related capital indicators. Between regions, mean ACI was not significantly different but variance over time was. ACI was higher in dry years and lower in wet years suggesting that farm adaptive strategies are geared towards mitigating losses rather than capitalizing on opportunity. Only six of the 24 capital indicators were significantly related to adaptive capacity in a way predicted by theory. Another four indicators were significantly related to adaptive capacity but of the opposite sign, countering our theory-driven expectation. We conclude that the deductive, theory-based use of capitals to define adaptive capacity and vulnerability should be more circumspect. Assessments need to be more evidence-based, first testing the relevance and influence of capital metrics on adaptive capacity for the specific system of interest. This will more effectively direct policy and targeting of investment to mitigate agro-climatic vulnerability.

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  • Brett A Bryan & Jianjun Huai & Jeff Connor & Lei Gao & Darran King & John Kandulu & Gang Zhao, 2015. "What Actually Confers Adaptive Capacity? Insights from Agro-Climatic Vulnerability of Australian Wheat," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-20, February.
  • Handle: RePEc:plo:pone00:0117600
    DOI: 10.1371/journal.pone.0117600
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    References listed on IDEAS

    as
    1. Indur Goklany, 2007. "Integrated strategies to reduce vulnerability and advance adaptation, mitigation, and sustainable development," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(5), pages 755-786, June.
    2. A. Potgieter & H. Meinke & A. Doherty & V. Sadras & G. Hammer & S. Crimp & D. Rodriguez, 2013. "Spatial impact of projected changes in rainfall and temperature on wheat yields in Australia," Climatic Change, Springer, vol. 117(1), pages 163-179, March.
    3. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966.
    4. Kandulu, John M. & Bryan, Brett A. & King, Darran & Connor, Jeffery D., 2012. "Mitigating economic risk from climate variability in rain-fed agriculture through enterprise mix diversification," Ecological Economics, Elsevier, vol. 79(C), pages 105-112.
    5. Aiguo Dai, 2013. "Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(1), pages 52-58, January.
    6. Aiguo Dai, 2013. "Erratum: Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(2), pages 171-171, February.
    7. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    8. Bruce A. McCarl & Xavier Villavicencio & Ximing Wu, 2008. "Climate Change and Future Analysis: Is Stationarity Dying?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1241-1247.
    9. Glwadys A. Gbetibouo & Claudia Ringler & Rashid Hassan, 2010. "Vulnerability of the South African farming sector to climate change and variability: An indicator approach," Natural Resources Forum, Blackwell Publishing, vol. 34, pages 175-187, August.
    10. Senthold Asseng & David Pannell, 2013. "Adapting dryland agriculture to climate change: Farming implications and research and development needs in Western Australia," Climatic Change, Springer, vol. 118(2), pages 167-181, May.
    11. Glwadys A. Gbetibouo & Claudia Ringler & Rashid Hassan, 2010. "Vulnerability of the South African farming sector to climate change and variability: An indicator approach," Natural Resources Forum, Blackwell Publishing, vol. 34(3), pages 175-187, August.
    12. Babulo, Bedru & Muys, Bart & Nega, Fredu & Tollens, Eric & Nyssen, Jan & Deckers, Jozef & Mathijs, Erik, 2008. "Household livelihood strategies and forest dependence in the highlands of Tigray, Northern Ethiopia," Agricultural Systems, Elsevier, vol. 98(2), pages 147-155, September.
    13. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    14. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    15. Zhao, Gang & Bryan, Brett A. & Song, Xiaodong, 2014. "Sensitivity and uncertainty analysis of the APSIM-wheat model: Interactions between cultivar, environmental, and management parameters," Ecological Modelling, Elsevier, vol. 279(C), pages 1-11.
    16. Block, S. & Webb, P., 2001. "The dynamics of livelihood diversification in post-famine Ethiopia," Food Policy, Elsevier, vol. 26(4), pages 333-350, August.
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    Cited by:

    1. Li, Siyi & Wang, Bin & Feng, Puyu & Liu, De Li & Li, Linchao & Shi, Lijie & Yu, Qiang, 2022. "Assessing climate vulnerability of historical wheat yield in south-eastern Australia's wheat belt," Agricultural Systems, Elsevier, vol. 196(C).
    2. Bahareh Kamali & Karim C. Abbaspour & Bernhard Wehrli & Hong Yang, 2019. "A Quantitative Analysis of Socio-Economic Determinants Influencing Crop Drought Vulnerability in Sub-Saharan Africa," Sustainability, MDPI, vol. 11(21), pages 1-18, November.
    3. Jianjun Huai, 2016. "Role of Livelihood Capital in Reducing Climatic Vulnerability: Insights of Australian Wheat from 1990–2010," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-18, March.
    4. Robert Becker Pickson & Ge He, 2021. "Smallholder Farmers’ Perceptions, Adaptation Constraints, and Determinants of Adaptive Capacity to Climate Change in Chengdu," SAGE Open, , vol. 11(3), pages 21582440211, July.

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