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Using a multiple variogram approach to improve the accuracy of subsurface geological models
Author(s) -
Kelsey MacCormack,
Emmanuelle Arnaud,
Beth L. Parker
Publication year - 2017
Publication title -
canadian journal of earth sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.525
H-Index - 75
eISSN - 1480-3313
pISSN - 0008-4077
DOI - 10.1139/cjes-2016-0112
Subject(s) - geology , hydrogeology , bedrock , context (archaeology) , groundwater , variogram , geologic map , earth science , kriging , geomorphology , paleontology , computer science , geotechnical engineering , machine learning
Subsurface geological models are often used to visualize and analyze the nature, geometry, and variability of geologic and hydrogeologic units in the context of groundwater resource studies. The development of three-dimensional (3D) subsurface geological models covering increasingly larger model domains has steadily increased in recent years, in step with the rapid development of computing technology and software, and the increasing need to understand and manage groundwater resources at the regional scale. The models are then used by decision makers to guide activities and policies related to source water protection, well field development, and industrial or agricultural water use. It is important to ensure that the modelling techniques and procedures are able to accurately delineate and characterize the heterogeneity of the various geological environments included within the regional model domain. The purpose of this study is to examine if 3D stratigraphic models covering complex Quaternary deposits can ...

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