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In the framework of our project
and in addition to the innovative scientific
research proposed, one very original aspect, a
scientific procedure to assess the reliability
and the uncertainties linked to paleoseismic
informations, is introduced.
Evaluation of the uncertainties in
Paleoseismic investigations.
Quantification of uncertainties related to
paleoseismological data in seismic hazard
analysis is difficult. Unless documented in
detail by the scientist providing such data,
using it in seismic hazard analysis may result in
misinterpretation of the true seismic hazard
potential of the area of interest. There is
therefore a need for a systematic treatment of
uncertainties in paleoseismological data.
Usually, uncertainties are inherent to the
interpretation of geological phenomena based on
field obervations which may satisfy several
alternatives. Such interpretations become useless
when alternative solutions exist but not
documented in detail, and especially when the
relative reliability of the favored
interpretation with respect to the alternative
interpretations is not known. In this project, a
recently introduced method (Atakan, 1996), based
on qualitative description of the uncertainties
related to the paleoseismological data and
especially in its interpretation, will be used.
Any interpretation of a geological phenomenon
involves scientists judgement of some
diagnostic criteria. Once a classification of the
diagnostic criteria is prepared, a priority can
be given, based on the reliability of each.
Weighted quality factors can then be assigned for
each diagnostic feature used during the
consecutive stages of the interpretation process
and finally, a cumulative uncertainty can be
attached to the final result. This will allow the
user from the seismic hazard applications, to
account for these uncertainties in a systematic
way prior to its use in the analysis. The method
will be applied to the four test areas described
in the project proposal using logic-tree
formalism in the paleoseismological data
interpretation process
The main objective of the paleoseismological
analysis is important to specify before the
treatment of uncertainties. Once this is done,
the consecutive stages of the analysis procedure
can be identified. In general the
paleoseismological interpretation process goes
through the following stages:
- Fault type
- Trench site selection
- Trench/fault ratio
- Diagnostic criteria
- Dating techniques
- Earthquake size estimates
These different stages may then be integrated
into a logic-tree as the different successive
nodes with alternative branches. At each nod, the
different alternatives can be described with
their relative uncertainty attached to each.
These uncertainties can be expressed in terms of
probabilities assigned to each branch of the
logic-tree. In the most simple case, at each nod
a minimum of two alternatives can be given, one
with the preferred solution, the other
representing the sum of the other existing
possible alternatives. At the end joint
probability of the preferred alternatives will
give a qualitative measure of uncertainty related
to the analysis. In other words, the probability
that the objectives set in the beginning of the
analysis is achieved, will be obtained.
During the project, the four test areas will
be used as a basis for investigating the
potential for large earthquakes in regions of
present-day low seismic activity in Europe. The
results from these investigations may provide
valuable data to the estimation of the future
earthquake potential in these areas. It is
therefore important to evaluate the possible
uncertainties related to these paleoseismic
studies. Each test area will be studied in detail
to evaluate the uncertainties. The results will
be presented in logic-tree formalism and in
assigned weighted quality factors for each
alternative solution. The end solutions for each
combination of branches of the logic-tree will
provide a probability which can later be used in
the seismic analysis easily. This procedure will
be computerized through software which will be
developed partly through the project.
Reference
Atakan, K. (1996), Systematic treatment
of uncertainties in the geological data for
seismic hazard analysis. Abstract in the ESC
General Assembly, Reykjavik, Iceland, September
1996.
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