TY - JOUR
T1 - Advancements in coupled processes numerical models
T2 - Upscaling aperture fields using spatial continuity
AU - Cunha, Gonçalo Benitez
AU - McDermott, Christopher Ian
AU - Bond, Alexander
AU - Fraser-Harris, Andrew
AU - Rizzo, Roberto Emanuele
N1 - Publisher Copyright:
© 2024 The Author(s)
PY - 2024/11/15
Y1 - 2024/11/15
N2 - Fluid flow through fractured geological media is crucial in addressing the challenges posed by climate change, resource management, and energy exploration. Numerical models commonly employ fracture surface representations and aperture distribution models to simulate these processes. However, conventional statistical approaches often overlook the inherent spatial continuity and directionality within fracture data, impacting the accuracy of aperture geometry and subsequent flow simulations. This study investigates the benefits of incorporating spatial continuity information, derived from semi-variogram analysis, into numerical models. A Freiberg gneiss fracture aperture field was upscaled using both spatial continuity-informed and traditional arithmetic averaging methods. The comparative analysis reveals that incorporating spatial continuity during the upscaling process yields notable improvements in the accuracy of flow simulations, particularly when employing coarser mesh resolutions. This approach presents a promising alternative for enhancing the representation of fracture and aperture fields in numerical modeling across diverse applications, promoting a deeper understanding of fluid flow behavior in complex geological systems.
AB - Fluid flow through fractured geological media is crucial in addressing the challenges posed by climate change, resource management, and energy exploration. Numerical models commonly employ fracture surface representations and aperture distribution models to simulate these processes. However, conventional statistical approaches often overlook the inherent spatial continuity and directionality within fracture data, impacting the accuracy of aperture geometry and subsequent flow simulations. This study investigates the benefits of incorporating spatial continuity information, derived from semi-variogram analysis, into numerical models. A Freiberg gneiss fracture aperture field was upscaled using both spatial continuity-informed and traditional arithmetic averaging methods. The comparative analysis reveals that incorporating spatial continuity during the upscaling process yields notable improvements in the accuracy of flow simulations, particularly when employing coarser mesh resolutions. This approach presents a promising alternative for enhancing the representation of fracture and aperture fields in numerical modeling across diverse applications, promoting a deeper understanding of fluid flow behavior in complex geological systems.
KW - Earth sciences
KW - Geology
KW - Methods in earth sciences
KW - Petrophysics
UR - http://www.scopus.com/inward/record.url?scp=85207721169&partnerID=8YFLogxK
U2 - 10.1016/j.isci.2024.111094
DO - 10.1016/j.isci.2024.111094
M3 - Article
AN - SCOPUS:85207721169
SN - 2589-0042
VL - 27
JO - iScience
JF - iScience
IS - 11
M1 - 111094
ER -