英文摘要: | The proposed 'cost assessment cycle' is a framework for the integrated cost assessment of natural hazards.
Reported costs of natural hazards are at historically high levels, and are rising due to the ever increasing cost of events with large-scale effects. The Thailand flood in 2011, for example, shut down scores of factories, damaging global car manufacturing and electronics industries. In 2013, Typhoon Haiyan in the Philippines caused many casualties and displaced thousands of people. Globally in 2013, natural hazards caused damage estimated at US$125 billion1. Property damage has doubled about every seven years over the past four decades2. But such assessments generally do not reflect the complete set of costs of natural hazards, which comprise direct, business interruption, indirect, intangible and risk mitigation costs (see Box 1 for definitions). In fact, most assessments only account for direct costs, and even these are thought to be at least 50% higher than internationally reported3. Substantial indirect and intangible damage, caused, for instance, by disruptions of global supply chains or environmental and health impacts, are often neglected3.
Box 1: Definitions of cost categories.
Definitions of cost categories differ between communities dealing with different types of hazard. The following terminology is largely based on the classification of costs introduced to the flood damage literature by Parker and co-workers15. New aspects are the addition of risk mitigation costs, as well as considering business interruption costs as a separate cost category (Supplementary Table 1). The reason for choosing this classification is that these cost categories require different cost assessment methods7. Direct costs are damage costs that occur as a result of the direct physical impact of a hazard on humans, economic assets or any other object. Examples include the destruction of buildings, contents and infrastructure, or the loss of life. Business interruption costs occur in areas directly affected by the hazard. Business interruptions take place if, for example, people are not able to carry out their work because their workplace is either destroyed or made inaccessible. They also occur if industrial or agricultural production is reduced due to water scarcity. Indirect costs occur inside or outside the hazard area, often with a time lag. They are induced by either direct damage or business interruptions. Examples are negative feedbacks to the wider economy, such as the production losses of suppliers and customers of the companies directly affected by the hazard. Intangible costs refer to damage to people, goods and services that are not easily measurable in monetary terms because they are not traded on a market. All cost categories described before may be tangible or intangible costs (Supplementary Table 1). Intangible costs include, for instance, costs associated with environmental impacts, health impacts and impacts on cultural heritage. Risk mitigation costs are part of the total cost of natural hazard risk management, and are thus considered an essential cost category. The direct costs of risk mitigation refer to any costs attributed to research and design, the set-up, operation and maintenance of infrastructure, or other measures for the purposes of risk mitigation. The indirect costs of risk mitigation relate to any secondary costs (externalities) occurring in economic activities or localities that are not directly linked to such infrastructure investment. The intangible costs refer to any non-market health or environmental impacts of risk mitigation measures, such as environmental damage due to the development of a structural risk mitigation measure.
Cost assessments are purpose-oriented10. This means that cost assessments for a private company, a municipality or a whole country differ in various aspects. It is important to clearly define the aim and scope of the assessment and the relevant hazards. Identifying system boundaries, such as spatial scales and time horizons, is also important as these will determine the required analysis and assessment of cost categories. The relevant cost categories are defined on the basis of preliminary assessments or expert judgments. Socio-economic aspects that might influence the system's recovery or response after a hazardous event are taken into account. Potential risk mitigation measures and strategies can be identified through open dialogue with relevant stakeholders. The costs of these potential strategies are then assessed in the following step.
Cost assessment is conducted for all relevant cost categories identified in phase 1. It aims to achieve comprehensiveness and avoid double-counting. Appropriate cost assessment methods are selected based on available overviews and guidelines7. Method selection depends on the specific properties of different cost categories and fields of application (for example, investments in structural measures, land use planning or insurance), as well as on relevant hazard types and sectors at risk. It needs to be decided whether it is necessary or helpful to include intangible costs in monetary terms or whether they should be considered in a non-monetary or qualitative way, for example, through multi-criteria approaches. To account for changes in risk, scenarios for the future development of major risk drivers are created and used for assessing costs up to a specified time horizon. Potential changes in the cost estimates based on these scenarios are described, and their influence on the evaluation of risk mitigation measures (phase 3) is assessed. Uncertainties pertinent to the dynamic scenarios need to be quantified, clearly communicated and taken into account in the decision-making process11.
Economic cost assessment supports the choice between alternative risk mitigation strategies. Cost assessment figures are integrated in decision-support frameworks, such as cost–benefit analysis, multi-criteria analysis and robust decision making11, 12. They assist decision makers in evaluating different risk mitigation strategies under uncertainty. The choice between alternative decision-support frameworks and their associated decision rules, such as the weighting of evaluation criteria, should be made transparent to the decision makers. The choice made can substantially influence the results of an evaluation and the ranking of options. When decision makers feel that uncertainties are too high to make a decision on pre-selected risk mitigation strategies, more detailed or precise cost estimates need to be achieved by putting more effort into data collection and modelling (return to phase 2). Alternatively, additional criteria, such as robustness (performance of an option under different future scenarios), flexibility (ability to adjust a risk mitigation strategy according to future risk changes) and the precautionary principle (measures that are taken in the face of uncertainty to avoid harm to human health or the environment) can be considered in the evaluation of risk mitigation strategies11, 13.
The continuous monitoring of the actual damage caused by natural hazards and the cost of their risk reduction should be established by the responsible authorities14. Although damage can only be recorded in the aftermath of natural hazard events, the expenditures for risk reduction can be collected continuously, for example, on an annual basis across the multiple levels of the administrations involved. Such evaluations of damage and risk mitigation costs should be fed into national and international open-access databases to improve the evidence basis for decision making. These data may then be used to update, improve, validate and adjust cost assessment models and cost estimates, which serve as inputs for phases 2 and 3. Furthermore, new information on the expected development of the major risk drivers is used to update the cost estimates (phase 2). It should be verified regularly whether such new insights or other developments are leading to necessary adjustments in the decision context of risk management (phase 1). Updated cost estimates are used for a new evaluation of risk mitigation strategies (phase 3). If necessary, decisions are revised, and the chosen risk mitigation strategies are adjusted. Making better, more informed decisions for natural hazard risk management will become even more important under global environmental change. So far, such decisions are hampered by biased and uncertain cost estimates. The proposed framework for integrated, continuous cost assessment in natural hazard risk management throughout the new cost assessment cycle could provide more efficient solutions. It initiates the continuous monitoring of all damage and risk mitigation costs associated with climatic and other natural hazards. This enables the early assessment of the efficiency of risk mitigation strategies. The cost assessment cycle is linked to the risk management cycle, which has proved to be an effective framework for risk management2. The resulting new, extended framework would allow more integrated cost assessment and improved decision making for natural hazard risk management.
- Overall Picture of Natural Catastrophes in 2013 Dominated by Weather Extremes in Europe and Supertyphoon Haiyan (Munich Reinsurance Company, 7 January 2014); http://go.nature.com/V8x4QN
- A Science Plan for Integrated Research on Disaster Risk: Addressing the Challenge of Natural and Human-induced Environmental Hazards (ICSU, 2008).
- Global Assessment Report on Disaster Risk Reduction 2013 (UNISDR, 2013).
- Bouwer, L. M., Crompton, R. P., Faust, E., Höppe, P. & Pielke, R. A. Jr Science 318, 753 (2007).
- Hall, J. W., Brown, S., Nicholls, R. J., Pidgeon, N. F. & Watson, R. T. Nature Clim. Change 2, 833–834 (2012).
- Young, R. A. in Cost-benefit Analysis and Water Resources Management (eds Brouwer, R. & Pearce, D) 13–45 (Elgar, 2005).
- Meyer, V. et al. Nat. Haz. Earth Syst. Sci. 13, 1351–1373 (2013).
- Huggel, C., Stone, D., Auffhammer, M. & Hansen, G. Nature Clim. Change 3, 694–696 (2013).
- Goble, R. & Bier, V. M. Risk Analysis 33, 1942–1951 (2013).
- Natural Hazards, Unnatural Disasters: the Economics of Effective Prevention (The World Bank, 2010).
- Kunreuther, H. et al. Nature Clim. Change 3, 447–450 (2013).
- Haasnoot, M., Middelkoop, H., Offermans, A., van Beek, E. & van Deursen, W. P. A. Clim. Change 115, 795–819 (2012).
- Iverson, T. & Perrings, C. Glob. Environ. Change 22, 161–177 (2012).
- A Comparative Review of Country-level and Regional Disaster Loss and Damage Databases (UNDP, 2013).
- Parker, D., Green, C. & Thompson, C. S. Urban Flood Protection Benefits: A Project Appraisal Guide (Gower, 1987).
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The research was supported by the European Community's Seventh Framework Program through the Coordination Action Project 'Costs of Natural Hazards' (CONHAZ), Grant Agreement number 244159. This document reflects the authors' views only and not those of the European Community.
Affiliations
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GFZ German Research Centre for Geosciences, Section 5.4 Hydrology, Telegrafenberg, Potsdam 14473, Germany
- Heidi Kreibich &
- Philip Bubeck
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Institute of Environmental Science and Technology, Universitat Autònoma de Barcelona, Edifici Cn, Campus UAB, 08193 Bellaterra, Spain
- Jeroen C. J. M. van den Bergh
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ICREA – Catalan Institution for Research and Advanced Studies, Passeig Lluís Companys, 23 08010 Barcelona, Spain
- Jeroen C. J. M. van den Bergh
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Faculty of Economics and Business Administration, VU University Amsterdam, 1081 HV, The Netherlands
- Jeroen C. J. M. van den Bergh
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Institute for Environmental Studies, VU University Amsterdam, 1081 HV, The Netherlands
- Jeroen C. J. M. van den Bergh &
- Laurens M. Bouwer
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Deltares, PO Box 177, Delft, 2600 MH, The Netherlands
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Department of Physics and Earth Sciences, University of Ferrara, Via Saragat 1, 44122 Ferrara, Italy
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Flood Hazard Research Centre, Middlesex University, London, NW4 4BT, UK
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The World Bank, Sustainable Development Network, 1818 H Street NW, Washington, DC 20009, USA
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Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Überlandstrasse 133, 8600 Dübendorf, Switzerland
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Helmholtz Centre for Environmental Research — UFZ, Department of Economics, Permoserstraße 15, D-04318 Leipzig, Germany
- Volker Meyer &
- Reimund Schwarze
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University of Potsdam, Institute of Earth and Environmental Sciences, Karl-Liebknecht-Strasse 24-25, D-14476 Potsdam, Germany
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Present address: adelphi, Caspar-Theyss-Straße 14a, D-14193 Berlin, Germany
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