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The implementation of a geo-environmental decision support system for development on dolomite / Pieter PretoriusPretorius, Pieter January 2012 (has links)
Due to the inherent hazardous characteristics associated with dolomite and development on
dolomite, quantification of the stability attributes related to dolomite is essential. In large parts
of South Africa, development on dolomite is inevitable due to the location thereof. The
purpose of this study is to define an implementation framework for decision-making with
regards to development on dolomite.
The decision-making process is based on a dolomite stability investigation conducted by
AGES North West (AGES, 2012) within Sarafina, Ikageng. The results from this study are
interpreted by means of a decision support system that is based on the geo-environmental
setting of the study area and the geotechnical properties related to the subsurface profile. This
includes but is not limited to:
Geo-environmental site conditions:
• Drainage
• Topography
• Geophysical conditions
• Regional geological conditions
• Local geological conditions
• Regional groundwater conditions
• Local groundwater conditions
Geotechnical stability of the dolomite based on the hazard characterisation and evaluation
procedures:
• Percussion drilling data
• Receptacle development
• Mobilisation agencies
• Potential surface manifestation development space
• Nature and mobilisation potential of the blanketing layer
• The bedrock morphology
These parameters are all inter-related and affect each other in various ways. During the study
the importance of site specific observations and interpretations are emphasized. / Thesis (MSc (Environmental Sciences))--North-West University, Potchefstroom Campus, 2013
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The implementation of a geo-environmental decision support system for development on dolomite / Pieter PretoriusPretorius, Pieter January 2012 (has links)
Due to the inherent hazardous characteristics associated with dolomite and development on
dolomite, quantification of the stability attributes related to dolomite is essential. In large parts
of South Africa, development on dolomite is inevitable due to the location thereof. The
purpose of this study is to define an implementation framework for decision-making with
regards to development on dolomite.
The decision-making process is based on a dolomite stability investigation conducted by
AGES North West (AGES, 2012) within Sarafina, Ikageng. The results from this study are
interpreted by means of a decision support system that is based on the geo-environmental
setting of the study area and the geotechnical properties related to the subsurface profile. This
includes but is not limited to:
Geo-environmental site conditions:
• Drainage
• Topography
• Geophysical conditions
• Regional geological conditions
• Local geological conditions
• Regional groundwater conditions
• Local groundwater conditions
Geotechnical stability of the dolomite based on the hazard characterisation and evaluation
procedures:
• Percussion drilling data
• Receptacle development
• Mobilisation agencies
• Potential surface manifestation development space
• Nature and mobilisation potential of the blanketing layer
• The bedrock morphology
These parameters are all inter-related and affect each other in various ways. During the study
the importance of site specific observations and interpretations are emphasized. / Thesis (MSc (Environmental Sciences))--North-West University, Potchefstroom Campus, 2013
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Improving Storm Surge Hazard Characterization Using "Pseudo-surge" to Augment Hydrodynamic Simulation OutputsMatthew P. Shisler (5930855) 15 May 2019 (has links)
Joint probability methods for assessing storm surge flood risk involve
the use of a collection of hydrodynamic storm simulations to fit a response
surface model describing the functional relationship between storm surge and
storm parameters like central pressure deficit and the radius of maximum wind
speed. However, in areas with a sufficiently low probability of flooding, few
storms in the simulated storm suite may produce surge, with most storms leaving
the location dry with zero flooding. Analysts could treat these zero-depth, “non-wetting”
storms as either truncated or censored data. If non-wetting storms are excluded
from the training set used to fit the storm surge response surface, the
resulting suite of wetting storms may have too few observations to produce a
good fit; in the worst case, the model may no longer be identifiable. If
non-wetting storms are censored using a constant value, this could skew the
response surface fit. The problem is that non-wetting storms are
indistinguishable, but some storms may have been closer to wetting than others
for a given location. To address these issues, this thesis proposes the concept
of a negative surge, or “pseudo-surge”, value with the intent to describe how
close a storm came to causing surge at a location. Optimal pseudo-surge values
are determined by their ability to improve the predictive performance of the
response surface via minimization of a modified least squares error function.
We compare flood depth exceedance estimates generated with and without
pseudo-surge to determine the value of perfect information. Though not uniformly reducing flood depth
exceedance estimate bias, pseudo-surge values do make improvements for some
regions where <40% of simulated storms produced wetting. Furthermore, pseudo-surge
values show potential to replace a post-processing heuristic implemented in the
state-of-the-art response surface methodology that corrects flood depth
exceedance estimates for locations where very few storms cause wetting.
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