NS22A
The Curse of Dimensionality in the Age of Big Data: Challenges in Near Surface Geophysical Exploration

Tuesday, 15 December 2015: 10:20-12:20
3024 (Moscone West)
Primary Conveners:  Frederick David Day-Lewis, USGS, Storrs, CT, United States
Conveners:  Georgios P Tsoflias, University of Kansas, Lawrence, KS, United States
Chairs:  Frederick David Day-Lewis, USGS, Storrs, CT, United States and Georgios P Tsoflias, University of Kansas, Lawrence, KS, United States
OSPA Liaisons:  Georgios P Tsoflias, University of Kansas, Lawrence, KS, United States
10:20
The Course of Dimensionality in Exploring the Subsurface (Invited) (67846)
Hansruedi Maurer, Institute of Geophysics, ETH Zurich, Earth Sciences, Zurich, Switzerland
10:50
Three-dimensional ERT imaging by the geostatistical approach (Invited) (66139)
Peter K Kitanidis and Jonghyun Harry Lee, Stanford University, Stanford, CA, United States
11:10
Model structural uncertainty quantification and hydrogeophysical data integration using airborne electromagnetic data (Invited) (58917)
Burke J Minsley1, Nikolaj Kruse Christensen2 and Steen Christensen2, (1)USGS, Denver, CO, United States, (2)Aarhus University, Aarhus, Denmark
11:30
Incorporating prior information into static and time-lapse inversions using iteratively reweighted least squares (Invited) (64917)
Tim C Johnson, Pacific Northwest National Laboratory, Richland, WA, United States
11:50
Moment-Based Inversions for Electrical Resistivity Tomography - A Problem-Specific Approach to Reducing the Dimensionality (86159)
Franklin W Koch, University of Calgary, Geophysics, Calgary, AB, Canada and Adam Pidlisecky, University of Calgary, Calgary, AB, Canada
12:05
Geostatistical methods for rock mass quality prediction using borehole and geophysical survey data (76967)
Jianqin Chen1, Yoram Rubin2, Jon Edward Sege2, Xiaojun Li1 and Zhu Hehua1, (1)Tongji University, Shanghai, China, (2)University of California Berkeley, Berkeley, CA, United States