Abstract
The scientific community is confident that warming of the Earth’s climate is unequivocal. Sea-level rise, which poses potential threats to coastal areas, is one of the most recognised possible impacts of this climate change. The nonlinearities, complexities, and spatial and temporal lags are common characteristics of coastal processes driven by human and natural interaction. With the acknowledgement of the complexity and dynamic nature of coastal systems, this paper introduces a spatial–temporal assessment framework, for addressing both the temporal and spatial variations, when assessing the vulnerability of natural and human systems in coastal areas. The framework is based upon a combination of system dynamics (SD) modelling and geographical information systems by taking into account spatial (x, y, z) and temporal (t) dimensions. The strategy of the adopted approach is to use the loose coupling approach by which a spatial model component is incorporated into a SD model component through a data converter.
Similar content being viewed by others
References
Ahmad S, Simonovic SP (2004) Spatial system dynamics: new approach for simulation of water resources systems. J Comput Civil Eng ASCE 18:331–340
Balica S, Wright N, van der Meulen F (2012) A flood vulnerability index for coastal cities and its use in assessing climate change impacts. Nat Hazards 64:73–105
Betts H (2002) Flood damage analysis using GIS at Gold Coast Council. Aust J Emerg Manag 17:33–37
Boak L, McGrath J, Jackson LA (2001) A case study: the Northern Gold Coast beach protection strategy. In: Edge BL (ed) 27th international conference on coastal engineering, Sydney, Australia. American Society of Civil Engineers, pp 3710–3717
Brooks N, Hall J, Nicholls R (2006) Sea-level rise: coastal impacts and responses. The German Advisory Council on Global Change (WBGU), Berlin
Brown I (2006) Modelling future landscape change on coastal floodplains using a rule-based GIS. Environ Model Softw 21:1479–1490
Chang K-T (2006) Introduction to geographic information systems. McGraw-Hill Higher Education, Boston
DCCEE (2009) Climate change risks to Australia’s coast: a first pass national assessment. The Department of Climate Change and Energy Efficiency, Canberra, Australia
Dongmei J, Bin L (2009) Countermeasures of adaptation to climate change: establishment and application for implementation matrix. Ecol Econ 5:102–111
Eriyagama N, Smakhtin V, Chandrapala L, Fernando K (2010) Impacts of climate change on water resources and agriculture in Sri Lanka: a review and preliminary vulnerability mapping. IWMI Research Report 135. Colombo, Sri Lanka: International Water Management Institute
ESRI (2009) ArcInfo. ESRI, Redlands, CA
Fedra K (2006) Beyond GIS: integrating dynamic simulation models and GIS for natural resources and environmental management. In: Conference proceedings of middle east 2006. Dubai, UAE
Gesch DB (2009) Analysis of lidar elevation data for improved identification and delineation of lands vulnerable to sea-level rise. J Coast Res 25(6):49–58
Gharib S (2008) Synthesizing system dynamics and geographic information systems in a new method to model and simulate environmental systems. PhD, University of Bergen
Gimblett HR (2002) Integrating geographic information systems and agent-based modeling techniques for simulating social and ecological processes. Oxford University Press, Oxford; NY
Goodchild MF (1992) Geographical data modeling. Comput Geosci 18:401–408
Grossmann WD, Eberhardt S (1992) Geographical information systems and dynamic modelling: potentials of a new approach. Ann Reg Sci 26:53–66
Harper B, Granger K, Jones T, Stehle J, Lacey R (2000) Tropical cyclone risks. In: Granger K, Hayne M (eds) Natural hazards and the risks they pose to South-East Queensland. Australian Geological Survey Organisation and Bureau of Meteorology, Canberra
Holsten A, Kropp JP (2012) An integrated and transferable climate change vulnerability assessment for regional application. Nat Hazards 64(3):1977–1999
Lo CP, Yeung AKW (2007) Concepts and techniques of geographic information systems. Pearson Prentice Hall, Upper Saddle River, NJ
Longley P (2005) Geographical information systems and science, 2nd edn. Wiley, Chichester
Maguire D, Batty M, Goodchild M (2005) GIS, spatial analysis, and modeling. Redlands, CA, USA, ESRI Pres
McLean RF, Tsyban A, Burkett V, Codignotto JO, Forbes DL, Mimura N, Beamish RJ, Ittekkot V (2001) Coastal zones and marine ecosystems. Climate Change 2001: Impacts, Adaptation, and Vulnerability Cambridge, UK and NY, USA
Meehl GA, Stocker TF, Collins WD, Friedlingstein P, Gaye AT, Gregory JM, Kitoh A, Knutti R, Murphy JM, Noda A, Raper SCB, Watterson IG, Weaver AJ, Zhao ZC (2007) Global climate projections. Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change, The IPCC, Cambridge, UK and New York, NY, USA
Næss LO, Norland IT, Lafferty WM, Aall C (2006) Data and processes linking vulnerability assessment to adaptation decision-making on climate change in Norway. Glob Environ Change 16:221–233
Nicholls RJ, Wong PP, Burkett VR, Codignotto JO, Hay JE, McLean RF, Ragoonaden S, Woodroffe CD, Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (2007) Coastal systems and low-lying areas. Climate change 2007: impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge, UK
Parry M, Canziani O, Palutikof J (2007) Technical summary. Climate change 2007: impacts, adaptation and vulnerability. In: Parry ML, Canzaiani OF, Palutikof JP, Van Der Linden PJ, Hanson CE (eds) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Intergovernmental Panel on Climate Change, Cambridge, UK
Pearce K, Holper P, Hopkins M, Bouma W, Whetton P, Hennessy K, Power S (2007) Climate change in Australia Technical Report 2007, Canberra, Australia
Rosenzweig C, Tubiello FN (2006) Developing climate change impacts and adaptation metrics for agriculture. Global Forum on Sustainable Development on the Economic Benefits of Climate Change Policies, Paris
Ruth M, Pieper F (1994) Modeling spatial dynamics of sea-level rise in a coastal area. Syst Dyn Rev 10:375–389
Sahin O, Mohamed S (2013) A spatial temporal decision framework for adaptation to sea level rise. Environ Model Softw 46:129–141
Small C, Nicholls RJ (2003) A global analysis of human settlement in coastal zones. J Coastal Res 19:584–599
Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (2007) Summary for policymakers. Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change
Ventana Systems (2012) Vensim DSS. 6.0b ed. Ventana Systems, Inc., Harvard, MA
Wang X, Smith MS, McAllister R, Leitch A, McFallan S, Meharg S (2010) Coastal inundation under climate change: a case study in South East Queensland. Climate adaptation flagship working paper No. 6. CSIRO
Webersik C, Esteban M, Shibayama T (2010) The economic impact of future increase in tropical cyclones in Japan. Nat Hazards 55:233–250
Wu S-Y, Najjar R, Siewert J (2009) Potential impacts of sea-level rise on the Mid and Upper-Atlantic Region of the United States. Clim Change 95:12–138
Yusuf AA, Francisco H (2009) Climate Change Vulnerability Mapping for Southeast Asia. Economy and Environment Program for Southeast Asia (EEPSEA), Singapore
Zhang B (2008) A study of GIS-SD based temporal-spatial modelling of water quality in water pollution accidents. In: ISPRS Congress Beijing 2008, proceedings of commission II. Beijing Reed Business, Geo
Acknowledgments
The authors gratefully acknowledge the funding from the Griffith Climate Change Response Program (GCCRP) and the Centre for Infrastructure Engineering and Management (CIEM)—Griffith School of Engineering.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sahin, O., Mohamed, S. Coastal vulnerability to sea-level rise: a spatial–temporal assessment framework. Nat Hazards 70, 395–414 (2014). https://doi.org/10.1007/s11069-013-0818-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11069-013-0818-4