Techniques for Leveraging Information-Rich Rasters by Bill Dickson, DigsGeo: 2013/Third Annual...
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Transcript of Techniques for Leveraging Information-Rich Rasters by Bill Dickson, DigsGeo: 2013/Third Annual...
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Equatorial MarginsPetroleum Systems Inferences
from Geochemistry and Geophysics with Geologic Thinking
Techniques for leveraging Information-Rich Rasters within
PaleoGIS
by William Dickson (DIGs),by William Dickson (DIGs),Craig Craig SchiefelbeinSchiefelbein (Geochemical Solutions), (Geochemical Solutions),
Mark Mark OdegardOdegard (Grizzly Geosciences),(Grizzly Geosciences),John John ZumbergeZumberge ((GeomarkGeomark Research)Research)
Talk Outline
• Issues– Plate model vectors lack granularity– Petroleum source layer (paleogeographic)
models lack control
• What we do– Gain resolution with rasters– Fix raster reconstruction problems– Incorporate oils for geochem control
UTIG “PLATES” Demo Global Model &S. America-Africa (SAM-AFR) Gravity
Many 0Ma polygons in model – detailed enough?
SAMSAM--AFR at 105Ma (AFR at 105Ma (AlbianAlbian))
Reasonable feature match
(“PLATES”demo model) to gravity at 1:40mm scale
Brazil: Plate Mismatch on Grav, Mag
“PLA
TES
”D
emo
CO
BM
AR
IMB
A C
OB
100 km
Gravity Isostatic
Residual AGC (GI-AGC)
Magnetic Intensity
Reduced-to-PoleAGC (MR-AGC)
W Africa: Senegal/Guinea &
Gabon MarginsModel Compromise:Speed vs Accuracy
124
km
124
km
2
Why does granularity matter?
• Rift basin widths ~100 – 200 km containing graben 10 – 40 km wide
• Rifts: 5% of global producing basins but 12% of global oil reserves – Landon, 1994
• Passive margins overprint rifts as sediments flood rift-generated sags
• Passive margin sags & rift basins are primary targets for petroleum exploration
Raster/Vector Mismatch
DEM Reconstruction, 2008, with South America fixed: Africa raster mismatches vector
Raster/Vector Solution
• DIGs/GrizGeo converted rasters to vectors (large point shapes) for exact recon.
• External, auxiliary process became a Bigtime-saver where rasters have common x-y extents & cell sizes
Reconstruct One, Define All
• Raster to point shape with two indices representing x, y location & RGB values
• Reconstruct shape; then export to new shape including index columns
• Generate new raster with null values for locations missing input x,y index
• Populate RGB values into xy file; write out as raster
• Swap RGB values for each data layer = Reconstruct One, Define All
Central Atlantic data at 145 Ma
C Atl DEM/G/Mrasters at 145 Ma
42 data layer batch
at 94 Ma
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Consider Basin Development
• Containers for petroleum systems• Source the sine qua non - where is it?• Paleo-geographic reconstructions help
infer source layer deposition• Oil geochemistry provides hard controls
for paleo-models
Sediment Isopach,Basins, AOIs
SATL Geochem: Oils (Tertiary deltaic excluded), Cuttings Extracts, Seeps
Brazil Basins with Oil FamiliesBrazil Basins with Oil Families
Oil familygroups associate
with basins expressed as gravity lows
(blues)
Gabon Basins with Oil Families
Oil family groups associate Oil family groups associate with basins expressed as with basins expressed as
gravity lows (blues)gravity lows (blues)
30 km
105Ma: Oils, Seeps, Crustal Feats, GI-AGC
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Atlantic Salt Basin at 105Ma (Albian)
• Lacustrine-affinity oils – pre-Albian aged source
• Many oils correlate• Gaps (i. e., Reconcavo) can
infer unrecognized source (N Gabon)
• Other pairs: Congo Fan-Cumuruxatiba; Santos-Mocamedes
Gabon
Congo
Ang
ola
Nam
ibia
Brazil
SAM-AFR at 105Ma (Albian)•Syn-rift and Syn-rift/ Transitional oils locate on the SAM margin
CearaFoz doAmazonas
Para-Maranhao
Ivory Coast
Gha
na
Fr.
Gui
ana
Brazil
Guinea
Liberia
K
Review
• Issues– Plate models too coarse– Source models need control
• What we’ve Done– Increased data resolution– Reconstruct multiple rasters exactly– Used oils for geochem validation
Thanks for your attention
For further discussion, see lists of papers and presentations plus
contact info at:digsgeo.com
geochemsol.com