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Hyperspectral Drill Core Imaging Mike Donze

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Page 1: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Hyperspectral Drill Core Imaging

Mike Donze

Page 2: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Outline of Presentation

Hyperspectral Core Imaging – Beyond Mineralogy • Hyperspectral Background • TerraCore Solution • TerraCore Operational Sites • Hyperspectral Systems • Instrumentation

• Instruments types • Flexibility of instrumentation and imagery • Drill core image data • Data capture rates

• Mineral Identification Across the Infrared • IntelliCore

• Exploring the Data • Products • Applications

Page 3: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Spectral Geology

What is Spectral Geology • Geoscience Australia: “Spectral geology is the measurement and analysis of portions of the electromagnetic spectrum to identify spectrally distinct and physically significant features of different rock types and surface materials, their mineralogy and their alteration signatures” • My Definition:

• Find an illumination source • Point it at a rock • Collect the reflected energy in a spectrometer • Look at the wiggly line • Geologise

Page 4: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Spectral Geology

Hyperspectral Imaging • Refers to the number of bands in each spectral image

Page 5: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

TerraCore Solution

Amazon Web Server

Processing Units

Partner, Custom or Commercial Software Integration

IntelliCore® Viewing and Collaboration Platform

On-Site Logging Products

INSTRUMENTATION PROCESSING

DATA ACCESSIBILITY

Page 6: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Operational Sites

TerraCore Offices Managed Systems

ALS Minerals Locations

Page 7: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

TerraCore Instrumentation

Main Core Imaging Systems:

Desktop Systems Mobile Systems Workstations Production Long Term

Installations

Page 8: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Drill Core Image Data

Title Slide

Helvetica Bold Condensed-48pt

Calcite Illite

SWIR Data: Spatial resolution = 1.1mm

Page 9: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Drill Core Image Data

RGB Data: 0.13mm pixel size

The high spatial resolution colour image provides a true representation of the core for the

digital library

Imaging Possible : Round Core Broken Core Fragments

Page 10: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Structure Group Example VNIR Response SWIR Response LWIR ResponseAmphibole Actinolite Non-diagnostic Good GoodPyroxene Diopside Good Moderate Good

Cyclosilicates Tourmaline Dravite Non-diagnostic Good ModerateGarnet Andradite Moderate Non-diagnostic GoodOlivine Forsterite Good Non-diagnostic GoodZircon Zircon Good Non-diagnostic Non-diagnostic

Sorosilicates Epidote Clinozoisite Non-diagnostic Good GoodMica Muscovite Non-diagnostic Good Moderate

Chlorite Clinochlore Non-diagnostic Good ModerateClay Minerals Kaolinite Non-diagnostic Good Moderate

Illite Non-diagnostic Good ModerateFeldspar Orthoclase Non-diagnostic Non-diagnostic Good

Albite Non-diagnostic Non-diagnostic GoodSilica Quartz Non-diagnostic Non-diagnostic Good

Calcite Non-diagnostic Good GoodDolomite Non-diagnostic Good Good

Hydroxides Gibbsite Non-diagnostic Good Moderate

Alunite Alunite Non-diagnostic Good ModerateBarite Non-diagnostic Non-diagnostic Good

Borates Borax Non-diagnostic Good UncertainHalides Chlorides Halite Non-diagnostic Moderate Uncertain

Apatite Apatite Moderate Moderate GoodAmblygonite Moderate Good Good

Hydrocarbons Bitumen Non-diagnostic Good UncertainHaematite Good Non-diagnostic Non-diagnostic

Spinel Magnetite Non-diagnostic Non-diagnostic Non-diagnosticSulphides Pyrite Non-diagnostic Non-diagnostic Non-diagnostic

Nesosilicates

Silicates

Non-silicates

Inosilicates

Phyllosilicates

Tectosilicates

Carbonates

Sulphates

Phosphates

Oxides

Mineral Identification Across the Infrared

Page 11: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

IntelliCore – Exploring the Data

IntelliCore – Geo Intelligence • Improved Image Visualization

• Simpler image data access • High resolution image presentation

• Improved Data Access

• App vs Browser • Ability to cache data

• Off-Line Functionality

• Download data for off-line access • Intranet access for site data management

• Advanced Product Suite

• Standard, advanced and custom products

• Secure access to data at clients authorisation

Page 12: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

LWIR – Garnet Composition

RGB Images LWIR FCC Images LWIR Mineral Map Garnet Composition

0

0.5

1

1.5

2

2.5

3

3.5

7.5 8.5 9.5 10.5 11.5 12.5 13.5

wavelength (mm)

mean

-no

rmla

sie

d r

efl

ecta

nce

spessartine

andradite

grosssularite

pyrope

Mg-Al

Mn-Al

Al-Ca

Fe-Ca

After Cudahy

440m

0m

Grossular Andradire

Page 13: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

LWIR – Sulphide / Oxide

Mapping

RGB Image LWIR FCC Image

Sulphide/Oxide Image

Magnetite

Amphibole

Quartz

Page 14: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Platinum – Pyroxene Alteration

Opx Opx-Smectite

Opx-Amphibole

Page 15: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Platinum – Plagioclase Alteration

Preh-Epidote Prehnite

Whitemica-Chlorite

Page 16: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Lithium – Micas

Lepidolite

Illite

Muscovite

Page 17: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Lithium – Ore Minerals

Petalite Spodumene Amblygonite

Page 18: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Lithium – Spodumene Intensity

Spodumene core Spodumene library

Page 19: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Lithium – Amblygonite Intensity

Amblygonite core Amblygonite JHU library

Page 20: Hyperspectral Drill Core Imaging Mike Donze€¦ · Halides Chlorides Halite Non-diagnostic Moderate Uncertain ... Non-silicates Inosilicates Phyllosilicates Tectosilicates Carbonates

Bringing the Rock to the

Cloud