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Techniques Used in Disaster Risk AssessmentThe following list is not meant to be all-inclusive,
but rather to present and explain a few of the wide range of techniques
used to develop and apply disaster assessment tools.
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Access model
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A model that explores how an individual or groups relative resilience to
disasters is impacted by differences in access to the economic or political
resources needed to secure a livelihood.
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The strengths of the model are that it provides a broad view of vulnerability
including root causes, it gives weight to natural hazards, and it provides
a framework for looking at livelihoods and vulnerability.
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The limitation of the model, is that it is a tool for explaining vulnerability,
not for measuring it. The model cannot be applied operationally without
a great deal of data collection and analysis.
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Computer assisted techniques
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The use of computer software programs to automate steps of the risk management
process. For example the use of GIS and remote sensing
has allowed hazard mapping to become more comprehensive.
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The limitations vary by technique; however in general there is a reliance
on equipment and expertise, which may not be readily available in the communities
undertaking the assessments which may widen the breach between the information
produced by technical risk assessments and the understanding of risk by
people.
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Cost-benefit analysis
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A process used to select countermeasures, by balancing the costs of implementing
each option against the benefits derived from it. In general, the cost
of managing risks needs to be equal to the benefits gained from putting
the countermeasures in place.
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The benefit of this technique is the attempt to ensure public investment
is directed toward those activities producing the greatest benefits for
the best value for money.
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The limitations of the technique include the lack of data collection and
methods that are required to capture indirect and intangible costs and
benefits, legal and social responsibility requirements may override simple
financial cost benefit analysis, and the possibility that its application
may disadvantage certain measures or people.
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Disaster risk indexing
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A quantitative analysis technique that uses statistical indicators to measure
and compare risk variables.
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Benefits of the technique are efficiency in measuring key elements of risk,
repetitive application of the indictor system may allow the monitoring
of disaster risk reduction progress, and because the system can be applied
rapidly and with little cost it is also a useful tool for the national
level to identify risk exposed communities.
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Limitations of the technique include the use of indicators that may not
reflect the complex reality; local and sub-national databases are not currently
using uniform data collection and analysis frameworks; lack of availability
of data with a suitable coverage and accuracy; and while indexing allows
a comparison of relative risk between geographic areas, it cannot be used
to depict actual risk for any one area.
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Environmental impact assessment (EIA)
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A policymaking tool that provides information on the environmental impacts
of activities.
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The benefits of an EIA are encouraging the private sector and individuals
to consider the impacts of their actions on vulnerability factors; as part
of a detailed risk assessment it can provide alternative solutions, and
it could be used to reorient disaster impact assessments as planning tools.
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Limitations of the technique include the current focus on post-event impact
assessment and not promoting its use as part of the planning process, although
the results can feed into future planning. In addition, there is
still some way to go before EIA processes are fully mastered.
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Event-tree analysis (ETA)
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A consequence based analysis in which an event either has or has not happened
or a component has or has not failed. An event tree begins with an initiating
event. The consequences of the event are followed through a series of possible
paths. Each path is assigned a probability of occurrence and the probability
of the various possible outcomes can be calculated.
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The benefits of the technique are its value in analyzing the consequences
arising from a failure or undesired event.
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Failure modes and effects analysis (FMEA)
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An analytical technique, which explores the effects of failures or malfunctions
of individual components in a system - i.e. "If this part fails, in this
manner, what will be the result?" The level of risk is determined by: Risk
= probability of failure x severity category
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An FMEA can be used for a single point failure but can be extended to cover
parallel failures and is valuable for future reviews and as a basis for
other risk assessment techniques
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The limitations to the technique are that it can be a costly and time-consuming
process.
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Fault-tree analysis (FTA)
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This is a graphical technique that provides a description of the combinations
of possible occurrences in a system, which can result in an undesirable
outcome. The most serious outcome is selected and called the Top Event.
The analysis proceeds by determining how these top events can be caused
by individual or combined lower level failures or events.
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The benefits of the approach are the identification of the basic causes
of failures, and the investigation of the reliability and safety of complex
and large systems.
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The limitations of the approach is that it does not measure probability,
therefore counter measures identified by the process may not be those with
the greatest potential for reducing risk.
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Geographic information system (GIS) mapping
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The use of a geographic information system, a computer-based tool, for
risk or hazard mapping. GIS technology integrates database operations with
the geographic analysis benefits offered by maps.
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The benefits of the technique are the increase in productivity of hazard-mapping
technicians, it can give higher quality results than can be obtained manually
and it can facilitate decision-making and improve coordination among agencies
when efficiency is at a premium.
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The limitations of the technique include the lack of trained personnel;
difficulties in exchanging data between different systems; difficulties
in including social, economic and environmental variables; variability
in access to computers and the quality and detail of the data required
by GIS analysis.
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Geospatial analysis
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Analysis of risk information by distance, area, volume or any other spatial
characteristic within geographic boundaries through GIS and hazard
mapping techniques.
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The benefits of the technique are the identification of hazards and dangerous
locations at varying scales from local (less than 100,000 km2), through
regional (100,000 to 10 million km2) to continental (10 to 100 million
km2) and a view of risk not only from a singular hazard point of view,
but also from an orientation to the relative levels of exposure.
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The limitations of the technique are the same as those for GIS techniques
with the added requirement for well-defined geographic boundaries (e.g.,
counties, municipalities, and health districts).
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Hazard mapping
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The process of mapping hazard information within a study area of varying
scale, coverage, and detail.
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Mapping can be of a single hazard such as fault maps and flood plain maps
or several hazard maps can be combined in a single map to give a composite
picture of natural hazards.
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The benefit of the individual mapping technique is a visual form of information
for decision makers and planners, which is easily understood. Multiple
hazard maps provide the possibility of common mitigation technique recommendations;
sub-areas requiring more information, additional assessments, or specific
hazard-reduction techniques can be identified; and land-use decisions can
be based on all hazard considerations simultaneously.
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The limitations of the technique are that the volume of information needed
for natural hazards management, particularly in the context of integrated
development planning, often exceeds the capacity of manual methods and
thus drives the use of computer assisted techniques.
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Historical analysis
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The analysis of historical information to determine levels of risk based
on past experiences.
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The benefits of this technique are the identification of dynamic aspects
involved in vulnerability and providing the criteria to assign relative
weights to different dimensions of vulnerability in risk assessment exercises.
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The limitations to the approach are the reliance on historical disaster
databases and the requirement for refinement, maintenance and systematic
feeding of disaster data sets. In addition, statistics on previous
disasters’ impact can be unreliable and rarely cover socio-economic aspects
of the disaster; data on vulnerability is likely to be restricted to physical
vulnerability, and reliance on historical assessment alone can create a
false expectation of preparedness if hazards, which may not have previously
occurred in the area of analysis have not been considered.
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Impact analysis
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The practice of identifying and evaluating the negative and positive consequences
of disasters on natural and human systems (i.e., environment, economic,
financial, and social). Includes methodologies and standards for damage
and needs assessments.
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The benefits of the technique are the identification of linkages between
disaster vulnerability and disaster impact and the ability to then create
measures to reduce vulnerabilities to those disasters.
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The limitations of the technique include a reliance on historical disaster
data (limitations as stated in historical analysis); the current
focus on post-event impact assessment and not promoting it’s use as part
of the planning process, although the results can feed into future planning;
and finally the need for social and economic analysis of disaster impacts.
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Inductive analysis
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The analysis of risk by integrating layers of information (e.g., visualizing
disaster information in relation to other socio-economic parameters by
geographical features such as administrative units, ecological zones, towns
and streets) in GIS techniques.
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Data can be presented on maps, with the variable of interest divided into
classes or categories, and plotted within each geographic unit.
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Participatory analysis
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A risk analysis which includes the affected people in defining problems
and needs, deciding solutions to them, implementing agreed activities to
achieve those solutions and/or evaluating the results.
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The benefits of the technique are the growth of capacity, the creation
of disaster risk management attitudes and behavior, and a greater insight
into the communities enabling better results. In addition participatory
analysis may be more cost-effective in the long term, than externally-driven
initiatives, partly because they are more likely to be sustainable and
because the process allows ideas to be tested and refined before adoption.
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The limitations of the technique are a poor fit within rigid timetables;
impact will be limited at best if only some parts of the community are
involved and where participation involves real social change it leads to
the possibility of confrontation and conflict with those who traditionally
hold power and influence.
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Pressure and release model
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The starting point of the pressure and release model is that a disaster
is the intersection of two opposing forces: the process generating vulnerability
on one side, and the physical exposure to hazard on the other. Increasing
pressure can come from either side but vulnerability has to be reduced
to relieve the pressure. Vulnerability is considered in three levels:
root causes, dynamic pressures and unsafe conditions.
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The strengths of the model are that it provides a broad view of vulnerability,
it gives weight to natural hazards, and it provides a framework for looking
at livelihoods and vulnerability.
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The limitation of the model, is that it is a tool for explaining vulnerability,
not for measuring it. The model cannot be applied operationally without
a great deal of data collection and analysis.
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Qualitative analysis
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Analysis that uses words rather than numbers to describe and measure the
magnitude of potential consequences and the likelihood that those consequences
will occur. These scales can be adapted or adjusted to suit the circumstances,
and different descriptions may be used for different risks.
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Qualitative indicators are preferred as a way to engage as many parties
as possible. In addition they may be used:
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As an initial screening activity to identify risks which require more detailed
analysis
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Where this kind of analysis is appropriate for decisions, or
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Where the numerical data or resources are inadequate for a quantitative
analysis
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Qualitative analysis should be informed by factual information and data
where available.
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Quantitative analysis
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Analysis that uses numerical values (rather than the descriptive scales
used in qualitative and semi-quantitative analysis) for both consequences
and likelihood. The quality of the analysis depends on the accuracy
and completeness of the numerical values and the validity of the models
used.
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Quantification does have limitations and clearly it is not possible to
measure all human experience. One of the major criticisms regarding the
creation of indicators is that they attempt to encapsulate complex and
diverse processes into numerical form.
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Remote sensing
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Remote sensing refers to the process of recording information from sensors
mounted either on aircraft or on satellites. The technique is applicable
to natural hazards management because nearly all geologic, hydrologic,
and atmospheric phenomena are recurring events or processes that leave
evidence of their previous occurrence.
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The benefits of the technique are that revealing the location of previous
occurrences and/or distinguishing the conditions under which they are likely
to occur makes it possible to identify areas of potential exposure to natural
hazards. It additionally provides comprehensive displays of disaster
information to assess vulnerability, enhance mapping, and monitor threatened
areas.
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The limitations of the technique include the requirement for expert science
writers and graphics designers to translate and package the resulting information
into images and explanations that can be easily understood by a wide variety
of users; and while space technology has advanced rapidly in recent years,
a number of countries still lack the human, technical and financial resources
required to conduct even the most basic space-related activities.
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Risk mapping
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A risk map is a map of a community or geographical zone that identifies
the places and the structures that might be adversely affected in the event
of a hazard.
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The production of a risk map requires consideration of areas and features
threatened within the community or geographical zone, consultation with
people and groups of varying expertise, and the discussion of possible
solutions to reduce risk.
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The benefits of this technique are that it helps to locate the major hazards;
they can create shared criteria for decision-making, they can provide a
record of historical events that have had a negative impact on the community,
and they identify risks so a community may find solutions or take precautions.
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Semi-quantitative analysis
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In semi-quantitative analysis, qualitative scales are given values. The
objective is to produce a more expanded ranking scale than is usually achieved
in qualitative analysis, not to suggest realistic values for risk such
as is attempted in quantitative analysis. However, since the value
allocated to each description may not bear an accurate relationship to
the actual magnitude of consequences or likelihood, the numbers should
only be combined using a formula that recognizes the limitations of the
kinds of scales used.
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The limitations of the approach are that the numbers chosen may not properly
reflect relativities and this can lead to inconsistent or inappropriate
outcomes and semi-quantitative analysis may not differentiate properly
between risks, particularly when either consequences or likelihood are
extreme.
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Social survey
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A survey to provide information to establish the context in which the risk
assessment will take place and the criteria against which risk will be
evaluated. Decisions concerning whether risk treatment is required may
also be based on operational, technical, financial, legal, environmental,
humanitarian or other criteria for which additional surveys will be required.
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SWOT analysis
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A tool used in the assessment of organizations to capture and identify
the organization’s geographic and programmatic scope of action, perceived
effectiveness and level of acceptance and support by community members
and local institutions. The analysis is broken down into Strengths, Weaknesses,
Opportunities and Threats.
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The benefits of the technique are the identification of the links between
each of the perceived “threats” to related organizational “weaknesses”,
the “weaknesses” to related “opportunities”, and the “opportunities” to
related “strengths”. The items at which the most lines (links) converge
indicate the priority threats to be mitigated, weaknesses to be corrected,
opportunities to be seized, and strengths to be reinforced.
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Temporal analysis
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The basis of a temporal analytical technique is the assumption that observed
patterns arise from an underlying process. Modeling this underlying process
allows for the estimation of impacts which best transform a map at time
t into that at time t + 1.
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Time series analysis is suited to monitoring tasks such as looking at the
influence of climatic and other environmental time series on the occurrence
of events. Scales may range from seasonal to geological (up to hundreds
of millions of years). Maps can reveal the changing nature of vulnerability,
and the effectiveness of previous preparedness or response measures.
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Vulnerabilities analysis matrix
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A practical and diagnostic tool in the form of a simple matrix which measures
vulnerabilities and capacities in three broad and interrelated areas (i.e.,
physical/material, social/organizational, and motivational/attitudinal)
Other factors are added to the matrix to reflect a complex reality such
as disaggregation by gender or economic factors, changes over time, different
scales etc.)
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The benefits of the matrix are that it is practical and broad-based, linking
the many different aspects of vulnerabilities and capacities.
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Limitations to the approach include that on its own the matrix does not
provide indicators of vulnerabilities and capacities but only an overarching
framework, and that applied alone, it tends to underestimate the significance
of natural hazards by concentrating on human aspects of disaster.
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