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Visualizing 3D Geophysical Data Scientific Data Visualization John Rugis CITR, Department of Computer Science, University of Auckland, October 2011

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Page 1: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Visualizing 3D Geophysical Data

Scientific Data Visualization John Rugis

CITR, Department of Computer Science,

University of Auckland, October 2011

Page 2: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

• Overall Theme: 3D graphics visualization used to leverage

the power of the human visual pattern recognition system

• Geophysical field data collection and processing

• Visualization results

• Discussion and future direction

Outline

Page 3: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

IESE Borehole and Surface Seismic Networks

• Standard data analysis and interpretation

– Earthquake locations

– Simple velocity models

– Special data analysis and interpretation.

– Seismic velocity and velocity–ratio tomography

– Fracture density and orientation

Page 4: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

IESE Magnetotelluric Surveys

• Standard data analysis and interpretation

– Resistivity and polarization profiles

– Reservoir characterization

– Geothermal site surveys

Page 5: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

• Goal of scientific visualization: Informed data exploration

• IESE Visualization Centre

• “Interactive Graphics”

– Viewing parameters under user control

– Performance: Real-time response

– Stereoscopic viewing options

– New technology developments…

IESE Scientific Data Visualisation

Page 6: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

• Micro-seismic event locations

• Fracture and porosity distributions

• Seismic wave speed distributions

• Fracture density distribution

• Magnetotelluric resistivity distribution

IESE Scientific Data Visualisation

Page 7: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Points: Orthographic plan projection (seismic event location)

Micro-seismic event locations Spatial clustering & magnitudes

Page 8: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Points: 3D perspective projection (seismic event location)

Micro-seismic event locations Spatial clustering & magnitudes

Page 9: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Glyphs: 3D perspective projection (seismic event location)

Micro-seismic event locations Spatial clustering & magnitudes

Page 10: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Coded glyphs: 3D perspective projection (seismic event location)

Micro-seismic event locations Spatial clustering & magnitudes

Page 11: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Color-coded solid cube (synthetic porosity with depth & fracture)

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 12: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Extracted fracture slab (synthetic porosity)

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 13: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Extracted high porosity cells (synthetic porosity)

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 14: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Extracted low porosity slab (synthetic porosity)

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 15: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Extracted low porosity slab: 3D perspective projection

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 16: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Extracted low porosity slab: surface mesh

Fracture and porosity distributions Volumetric data cubes and scalar data

Page 17: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D solid data cube (pressure-wave velocity)

Seismic wave speed distributions Method 1: Solid volumetric data cubes

Page 18: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube, threshold value cut-away (pressure-wave velocity)

Seismic wave speed distributions Method 1: Solid volumetric data cubes

Page 19: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube, smoothed surface (pressure-wave velocity)

Seismic wave speed distributions Method 1: Solid volumetric data cubes

Page 20: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube, wireframe cut-away (pressure-wave velocity)

Seismic wave speed distributions Method 1: Solid volumetric data cubes

Page 21: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube, threshold value cut-away (pressure-wave velocity)

Seismic wave speed distributions Method 1: Solid volumetric data cubes

Page 22: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D solid data cube with transparency

(pressure-wave velocity)

Seismic wave speed distributions Method 2: Volumetric data cubes with transparency

Visualization transfer function

Page 23: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Seismic wave speed distributions Method 2: Volumetric data cubes with transparency

3D solid data cube with transparency,

(depth normalized pressure-wave velocity)

Visualization transfer function

Page 24: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Seismic wave speed distributions Method 2: Volumetric data cubes with transparency

3D solid data cube with transparency,

(depth normalized shear-wave velocity)

Visualization transfer function

Page 25: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Seismic wave speed distributions Method 2: Volumetric data cubes with transparency

Depth normalized pressure-wave velocity

Depth normalized shear-wave velocity

Page 26: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube (crack density)

Fracture density distribution Thin shell volumetric “iso-surfaces”

Page 27: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube (synthetic conductivity with fracture)

Magnetotelluric resistivity distribution Complex volumetric structures with transparency

Page 28: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

3D data cube (synthetic conductivity with thermal outcrop)

Magnetotelluric resistivity distribution Complex volumetric structures with transparency

Page 29: Visualizing 3D Geophysical Data - Aucklandjohn-rugis/pdf/CITR_271011.pdf · • Overall Theme: 3D graphics visualization used to leverage the power of the human visual pattern recognition

Discussion & Questions?