Abstract
Drylands are complex, dynamic social-ecological systems under threat from potential climate change and land-use changes. Mixed qualitative methods, including participatory observation and informal and semi-structured interviews, have been used to capture narratives of livelihoods and environment in Kajiado District, Kenya, with particular reference to a severe drought event in 2009. Analyses have shown cultural changes to be important processes in responding to system shocks and stresses. A Beliefs-Desires-Intentions agent architecture has been employed in an agent-based model to explore the emerging narratives after the drought, offering a means of focussing on these key processes and their implications for the system. A series of iterative periods of fieldwork have allowed model strategy, parameters and assumptions to be tested and refined with the original research participants.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Galvin, K.A.: Transitions: Pastoralists Living with Change. Annual Review of Anthropology 38, 185–198 (2009)
Reynolds, J., Stafford Smith, D.M., Lambin, E., Turner II, B.L., Mortimore, M., Batterbury, S.P.J., Downing, T.E., Dowlatabadi, H., Fernandez, R.J., Herrick, J.E., Huber-Sannwald, E., Jiang, H., Leemans, R., Lynam, T., Maestre, F.T., Ayarza, A., Walker, B.: Global Desertification: Building a Science for Dryland Development. Science 316, 847–851 (2007)
Nelson, D., Adger, W.N., Brown, K.: Adaptation to Environmental Change: Contributions of a Resilience Framework. Annual Review of Environment and Resources 32, 395–419 (2007)
Yang, L., Gilbert, N.: Getting away from numbers: Using Qualitative Observation for Agent-Based Modelling. Advances in Complex Systems 11(2), 1–11 (2008)
Crane, T.A.: Of Models and Meanings: Cultural Resilience in Social-Ecological Systems. Ecology and Society 15(5), 19 (2010)
Mason, J.: Qualitative Researching. Sage, London (2002)
Huigen, M.: First Principles of the MameLuke Multi-Actor Modelling Framework for Land Use Change, Illustrated with a Phillipine Case Study. Journal of Environmental Management 72, 5–21 (2004)
Millington, J., Romero-Calcerrada, R., Wainwright, J., Perry, G.: An Agent-Based Model of Mediterranean Agricultural Land-Use/Cover Change for Examining Wildfire Risk. Journal of Artificial Societies and Social Simulation 11(4), 4 (2008)
Polhill, G., Sutherland, L., Gotts, N.: Using Qualitative Evidence to Enhance an Agent-Based ModellingSystem for Studying Land Use Change. Journal of Artificial Societies and Social Simulation 13(2), 10 (2010)
Smajgl, A., Brown, D.G., Valbuena, D., Huigen, M.A.: Empirical Characterisation of Agent Behaviours in Socio-Ecological Systems. Environmental Modelling and Software 26, 837–844 (2011)
Crang, M., Cook, I.: Doing Ethnographies. Sage, London (2007)
Janssen, M., Ostrom, E.: Empirically Based, Agent-Based Models. Ecology and Society 11(2), 37 (2006)
Spear, T., Waller, R. (eds.): Being Maasai. James Currey, London (1993)
Western, D.: The Worst Drought: Tipping or Turning Point? Swara 3, 16–22 (2010)
Barbour, R.: Mixing Qualitative Methods: Quality Assurance or Qualitative Quagmire? In: Bryman, A. (ed.) Mixed Methods. Sage, London (2006)
Drury, R., Homewood, K., Randall, S.: Less is More: the Potential of Qualitative Approaches in Conservation Research. Animal Conservation 14, 18–24 (2011)
Thomas, D., Twyman, C.: Good or Bad Rangeland? Hybrid Knowledge, Science, and Local Understandings of Vegetation Dynamics in the Kalahari. Land Degradation and Development 15, 215–231 (2004)
Voinov, A., Bousquet, F.: Modelling with Stakeholders. Environmental Modelling and Software 25, 1268–1281 (2010)
Baxter, J., Eyles, J.: Evaluating Qualitative Research in Social Geography: Establishing ’Rigour’ in Interview Analysis. Transactions of the Institute of British Geographers 22, 505–525 (1997)
Slim, T., Thompson, A.: Listening for a Change: Oral Testimony and Development. Panos, London (1994)
Jackson, P.: Making Sense of Qualitative Data. In: Limb, M., Dwyer, C. (eds.) Qualitative Methodologies for Geographers. Arnold, London (2001)
Cope, M.: Coding Transcripts and Diaries. In: Clifford, N., Valentine, G. (eds.) Key Methods in Geography. Sage, London (2003)
Heckbert, S., Baynes, T., Reeson, A.: Agent-Based Modeling in Ecological Economics. Annals of the New York Academy of Sciences 1185, 39–53 (2010)
Catley, A., Lind, J., Scoones, I.: Development at the Margins: Pastoralism in the Horn of Africa. In: Catley, A., Lind, J., Scoones, I. (eds.) Pastoralism and Development in Africa: Dynamic Change at the Margins. Routledge, New York (2013)
Carabine, E.A., Twyman, C., Wainwright, J.: Trauma and Shock in Kajiado, Kenya: the 2009 Drought (manuscript in preparation, 2013)
Rao, A., Georgeff, M.: BDI Agents: from Theory to Practice. In: International Conference on Multi-agent Systems (ICMAS 1995), San Francisco (1995)
Sakellariou, I., Kefalas, P., Stamatopoulou, I.: Enhancing Netlogo to Simulate BDI Communicating Agents. In: 5th Hellenic Conference on AI. SETN, Syros (2008)
Sakellariou, I.: Agents with Beliefs and Intentions in Netlogo (2010) (unpublished)
Sakellariou, I.: An Attempt to Simulate FIPA ACL Message Pushing in Netlogo (2010) (unpublished)
Homewood, K., Rodgers, W.: Maasailand Ecology. Cambridge University Press, Cambridge (1991)
Spear, T.: Introduction. In: Spear, T., Waller, R. (eds.) Being Maasai. James Currey, London (1993)
Bousquet, F., Barreteau, O., d’Aquino, P., Etienne, E., Boisseau, S., Aubert, S., Le Page, C., Babin, D., Castella, J.C.: Multi-Agent Systems and Role Games: Collective Learning Processes for Ecosystem Management. In: Janssen, M. (ed.) Complexity and Ecosystem Management: The Theory and Practice of Multi-Agent Systems. Edward Elgar Publishers, Cheltenham (2002)
Scheiter, S., Higgins, S.I.: Impacts of Climate Change on the Vegetation of Africa: an Adaptive Dynamic Vegetation Modelling Approach. Global Change Biology 15(9), 2224–2246 (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Carabine, E.A., Wainwright, J., Twyman, C. (2014). Narratives of a Drought: Exploring Resilience in Kenya’s Drylands. In: Kamiński, B., Koloch, G. (eds) Advances in Social Simulation. Advances in Intelligent Systems and Computing, vol 229. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39829-2_27
Download citation
DOI: https://doi.org/10.1007/978-3-642-39829-2_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39828-5
Online ISBN: 978-3-642-39829-2
eBook Packages: EngineeringEngineering (R0)