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Understanding the
Sustainability of the
Australian Gold Industry:
Where does Geoscience
meet Mineral Economics?
• Sam Ulrich12
• Matt Kanakis3
• David Groves1
• Steffen Hagemann1
• John P. Sykes14
• & Allan Trench156
• 1. Centre for Exploration Targeting, The University of Western Australia
• 2. Ravensgate Mining Industry Consultants, Australia
• 3. KPMG, Australia
• 4. Greenfields Research, United Kingdom
• 5. Business School, The University of Western Australia
• 6. CRU Group, United Kingdom
• CET Corporate Members Day December 2016
A busy year..
How about we aim to find and mine
‘better’ ore?
CET Corporate Members Day December 2016
But what is better ore? Higher grade?
Costs($AU)
Grade (g/t)
Higher grade = lower cost mines
Lower grade = higher cost mines
Source: Kanakis (2014)
CET Corporate Members Day December 2016
When grades go up, costs go down…
at individual mines
0
200
400
600
800
1000
1200
1400
1600
1800
0 1 2 3 4 5 6 7
Pajingo
0
200
400
600
800
1000
1200
1400
1600
0 2 4 6 8 10
Paulsens
Grade g/t Grade g/t
CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data)
AISC A$/oz AISC A$/oz
When grades go up, costs go down…
…..again
Grade g/t Grade g/t
0
200
400
600
800
1000
1200
1400
1600
1800
0 2 4 6 8 10 12 14
Andy Well
0
200
400
600
800
1000
1200
1400
0 0.5 1 1.5
Mt Rawdon
CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data)
AISC A$/oz AISC A$/oz
When grades go up, costs go down…
and again…
Grade g/t Grade g/t
0
200
400
600
800
1000
1200
0 5 10 15 20
Kundana
0
200
400
600
800
1000
1200
1400
1600
0 2 4 6 8
Tanami
CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data)
AISC A$/oz AISC A$/oz
When grades go up, costs go down…
with some interesting exceptions too…
Grade g/t Grade g/t
CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data)
0
200
400
600
800
1000
1200
1400
1600
0 0.2 0.4 0.6 0.8 1
Boddington
0
200
400
600
800
1000
1200
1400
1600
0 0.5 1 1.5 2 2.5
NullagineAISC A$/oz AISC A$/oz
Or there are ‘just grades’…..
CET Corporate Members Day December 2016
At the portfolio level however - it is more
complex than that
0
200
400
600
800
1000
1200
1400
1600
1800
2000
0.00 2.00 4.00 6.00 8.00 10.00 12.00 14.00
AllinSustainingCosts($AU)
Operating Grade Q4 (g/t)
Open Pit Underground
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Initial investigation: Gold costs and
geology (Kanakis, 2014)
CET Corporate Members Day December 2016
Back in 2013 it was all about ‘costs’
0
2
4
6
8
10
12
1989 1994 1999 2004 2009
Millionsofounces
Australian Production of
Gold (1989-2013)
Source: USGS and Taggart (2013)
2013 Gold Industry Paradigm
• Rising mining costs;
• Flat production growth;
• Flat or falling prices;
• Weak shareholder returns.
• Interest was in linking costs
and geology at a higher-level
than ‘deposit-scale’ so that we
could begin making predictive
statements about what types
of deposit generally are mined
with lower costs.
0
200
400
600
800
1000
1200
1400
1600
1800
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
US$/ounce
Increases in costs over
time
Growth Capex Cost
All-In-Costs
Gold Price
CET Corporate Members Day December 2016
Study covered all of Australia (& NZ)
Source: Kanakis (2014)
All the famous gold geological provinces
Q4 2013
Australia & NZ
gold production
by Geological
Province
% of Total Gold
Production
No. of Operating
Gold Mines
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Initial results: There are gold cost-
geology linkages (Kanakis, 2014)
CET Corporate Members Day December 2016
Sedimentary vs. igneous host rock unclear
Sedimentary
Igneous
Neither
Source: Kanakis (2014)
Q4 2013 Australia & NZ
% of deposits by host
rock in each cost
quartile
CET Corporate Members Day December 2016
Quartile refers to cost position on the AISC cost curve; Q1 =lowest cost 25% etc
…plutonic over volcanic igneous?
Volcanic
Plutonic
Neither
Source: Kanakis (2014)
Q4 2013 Australia & NZ
% of deposits by host
rock in each cost
quartile
CET Corporate Members Day December 2016
Quartile refers to cost position on the AISC cost curve; Q1 =lowest cost 25% etc
Does mineralisation-style matter?
Increasing dispersion of mineralisation
Increasingthicknessofmineralisation
Quartz reef /
lode / lens
Quartz
tension vein
Uneconomic thin
quartz veins
Thick laminated
quartz veins
Ladder quartz
veins
Thin stockwork
vein system
Thicker veins
in shear zone
Dispersed breccia
hosted mineralisation
LODE / VEIN STYLE MINERALISATION
ALTERATION ZONE & DISSEMINATED SULPHIDE HOSTED
MINERALISATION
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Disseminated mineralisation is important
2013 (4th Qtr) % of deposits
by mineralisation style in
each cost quartile
Vein / Reef Style
Disseminated Style
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Refractory mineralisation may also matter
– or related by-products
2013 (4th Qtr) Australia & NZ
% of deposits by free-milling
vs refractory ore in each
cost quartile
NB: Needs more work - by-products
likely significant in sulphide ores
(e.g. copper).
Free-milling
Refractory
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Does deposit geometry matter?
Source: Kanakis (2014)
cylindrical
equidimensional
Equidimensional geometry matters too
Q4 2013 Australia & NZ
Cost curve by deposit
geometry
NB: Gently dipping
planar deposits also give
lower costs than steeply
dipping planar deposits.
Source: Kanakis (2014)
Planar Deposit
Cylindrical Deposit
Equidimensional
Deposit
Initial implications: Geology
matters! (Kanakis, 2014)
Grade is engineered away; geology is not
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Initial study weaknesses: Not big
enough… (Kanakis, 2014)
What about deposit type? We don’t know
• Orogenic and epithermal
deposits gave variable results;
• Porphyries were low cost;
• Not enough data for IOCG
deposits;
• There is not much to go with
here…
• This was effectively a study of
the economics of orogenic gold
deposits.
0 10 20 30 40 50
Orogenic
Epithermal
Porphyry
VHMS
IOCG
No. mines in the study by deposit type
Source: Kanakis (2014)
CET Corporate Members Day December 2016
Mine maturity & cost cycle unconsidered
Source: Kanakis (2014); Trench & Sykes (2014)
CET Corporate Members Day December 2016
Expanded investigation: Gold costs
and geology (Ulrich et al., 2016-19)
In 2016 we’re back to focusing on growth
Source: USGS; Perth Mint
2016 Gold Industry Paradigm
• Falling costs;
• AUD weaker;
• Strong returns;
• Focus on production growth;
• Rise of Northern Star,
Evolution etc.
• Discovery of Gruyere
• New mines; Andy Well etc.
• But how long can this
last?
7
7.5
8
8.5
9
9.5
10
2006200720082009201020112012201320142015
Millionsofounces
Australian Production of
Gold (2006-2015)
1,000
1,200
1,400
1,600
1,800
2,000
Jan-11
Jul-11
Jan-12
Jul-12
Jan-13
Jul-13
Jan-14
Jul-14
Jan-15
Jul-15
Millionsofounces
Gold Price AUD vs USD
(2011-2015)
CET Corporate Members Day December 2016
But running short of ‘quality’ ore
• Australia & NZ good at growing ‘resources’
(i.e. EDR), now often 5-35 years worth;
• No dramatic increases in ‘reserves’;
• Many of Australia’s best mines are its oldest;
• 14% of gold is mined at operations with less
than 2 years of reserves…
• 38% of gold is mined at operations with less
than 5 years reserves…
• Average reserve life is 5.4 years.
• More high quality (i.e. reserve standard) ore
discoveries required – both greenfield and
brownfield;
• we’re trying to understand ‘high quality’…
Source: Ulrich et al., (2016)
CET Corporate Members Day December 2016
Hypothesis remains: grade is not quality
1st Quarter 2016 Australia
& NZ
All-in-Sustaining Cost
(ASIC) vs Gold Grade
Source: Ulrich et al., (2016)
CET Corporate Members Day December 2016
Causality emerging: Focus on mining
Grades and costs correlate at the processing stage, but not the mining stage, suggesting that the geological factors
influencing processing are less important than those that influence mining (e.g. geometry).
Q1 2016 Australia & NZ
ASIC Mining Cost vs Gold Grade
Q1 2016 Australia & NZ
ASIC Processing Cost vs Gold Grade
Source: Ulrich et al., (2016)
CET Corporate Members Day December 2016
More analysis to come…
• Longer time series of
analysis to confirm initial
findings;
• And account for mine
maturity and cost cycle;
• Deeper investigation into
causality linking geology and
cost in gold mining;
• Wider consideration of non-
technical industry factors
that may be important.
Source: Ulrich et al., (2016)
CET Corporate Members Day December 2016
Conclusions: Where does geoscience
meet economics?
If Grade is KING; Geology is the ACE
• Equidimensional deposit;
• With disseminated
mineralisation;
• Hosted in plutonic igneous rocks;
• Potentially with by-product rich
refractory ore;
• And maybe some high grade
ore…
Source: Kanakis (2014)
CET Corporate Members Day December 2016
THANK YOU
• CONTACT DETAILS
• Sam Ulrich: sam.ulrich@research.uwa.edu.au
• Matt Kanakis: mkanakis@kpmg.com.au
• David Groves: di_groves@hotmail.com
• Steffen Hagemann: steffen.hagemann@uwa.edu.au
• John P. Sykes: john.sykes@research.uwa.edu.au
• Allan Trench: allan.trench@uwa.edu.au
Further reading
• Ulrich, S., Kanakis, M.D., Groves, D., Hagemann, S., Sykes, J.P. & Trench,
A. 2016. Is Grade King in Gold? A Preliminary Analysis of Gold Production
Costs at Australian and New Zealand Mines. AusIMM New Zealand Branch
Conference. Wellington, New Zealand. 4-6 September.
• Kanakis, M.D. 2014. Geological Factors that Influence the Cost of
Production in Currently Operating Gold Mines within Australia and New
Zealand. BSc (Mineral Geoscience) Honours Thesis. The University of
Western Australia.
Understanding Australian gold industry geoscience and mineral economics - Ulrich et-al - Dec 2016 - Centre for Exploration Targeting

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  • 1. Understanding the Sustainability of the Australian Gold Industry: Where does Geoscience meet Mineral Economics? • Sam Ulrich12 • Matt Kanakis3 • David Groves1 • Steffen Hagemann1 • John P. Sykes14 • & Allan Trench156 • 1. Centre for Exploration Targeting, The University of Western Australia • 2. Ravensgate Mining Industry Consultants, Australia • 3. KPMG, Australia • 4. Greenfields Research, United Kingdom • 5. Business School, The University of Western Australia • 6. CRU Group, United Kingdom • CET Corporate Members Day December 2016
  • 3. How about we aim to find and mine ‘better’ ore? CET Corporate Members Day December 2016
  • 4. But what is better ore? Higher grade? Costs($AU) Grade (g/t) Higher grade = lower cost mines Lower grade = higher cost mines Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 5. When grades go up, costs go down… at individual mines 0 200 400 600 800 1000 1200 1400 1600 1800 0 1 2 3 4 5 6 7 Pajingo 0 200 400 600 800 1000 1200 1400 1600 0 2 4 6 8 10 Paulsens Grade g/t Grade g/t CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data) AISC A$/oz AISC A$/oz
  • 6. When grades go up, costs go down… …..again Grade g/t Grade g/t 0 200 400 600 800 1000 1200 1400 1600 1800 0 2 4 6 8 10 12 14 Andy Well 0 200 400 600 800 1000 1200 1400 0 0.5 1 1.5 Mt Rawdon CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data) AISC A$/oz AISC A$/oz
  • 7. When grades go up, costs go down… and again… Grade g/t Grade g/t 0 200 400 600 800 1000 1200 0 5 10 15 20 Kundana 0 200 400 600 800 1000 1200 1400 1600 0 2 4 6 8 Tanami CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data) AISC A$/oz AISC A$/oz
  • 8. When grades go up, costs go down… with some interesting exceptions too… Grade g/t Grade g/t CET Corporate Members Day December 2016 (Ulrich 2016 unpublished data) 0 200 400 600 800 1000 1200 1400 1600 0 0.2 0.4 0.6 0.8 1 Boddington 0 200 400 600 800 1000 1200 1400 1600 0 0.5 1 1.5 2 2.5 NullagineAISC A$/oz AISC A$/oz
  • 9. Or there are ‘just grades’….. CET Corporate Members Day December 2016
  • 10. At the portfolio level however - it is more complex than that 0 200 400 600 800 1000 1200 1400 1600 1800 2000 0.00 2.00 4.00 6.00 8.00 10.00 12.00 14.00 AllinSustainingCosts($AU) Operating Grade Q4 (g/t) Open Pit Underground Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 11. Initial investigation: Gold costs and geology (Kanakis, 2014) CET Corporate Members Day December 2016
  • 12. Back in 2013 it was all about ‘costs’ 0 2 4 6 8 10 12 1989 1994 1999 2004 2009 Millionsofounces Australian Production of Gold (1989-2013) Source: USGS and Taggart (2013) 2013 Gold Industry Paradigm • Rising mining costs; • Flat production growth; • Flat or falling prices; • Weak shareholder returns. • Interest was in linking costs and geology at a higher-level than ‘deposit-scale’ so that we could begin making predictive statements about what types of deposit generally are mined with lower costs. 0 200 400 600 800 1000 1200 1400 1600 1800 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 US$/ounce Increases in costs over time Growth Capex Cost All-In-Costs Gold Price CET Corporate Members Day December 2016
  • 13. Study covered all of Australia (& NZ) Source: Kanakis (2014)
  • 14. All the famous gold geological provinces Q4 2013 Australia & NZ gold production by Geological Province % of Total Gold Production No. of Operating Gold Mines Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 15. Initial results: There are gold cost- geology linkages (Kanakis, 2014) CET Corporate Members Day December 2016
  • 16. Sedimentary vs. igneous host rock unclear Sedimentary Igneous Neither Source: Kanakis (2014) Q4 2013 Australia & NZ % of deposits by host rock in each cost quartile CET Corporate Members Day December 2016 Quartile refers to cost position on the AISC cost curve; Q1 =lowest cost 25% etc
  • 17. …plutonic over volcanic igneous? Volcanic Plutonic Neither Source: Kanakis (2014) Q4 2013 Australia & NZ % of deposits by host rock in each cost quartile CET Corporate Members Day December 2016 Quartile refers to cost position on the AISC cost curve; Q1 =lowest cost 25% etc
  • 18. Does mineralisation-style matter? Increasing dispersion of mineralisation Increasingthicknessofmineralisation Quartz reef / lode / lens Quartz tension vein Uneconomic thin quartz veins Thick laminated quartz veins Ladder quartz veins Thin stockwork vein system Thicker veins in shear zone Dispersed breccia hosted mineralisation LODE / VEIN STYLE MINERALISATION ALTERATION ZONE & DISSEMINATED SULPHIDE HOSTED MINERALISATION Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 19. Disseminated mineralisation is important 2013 (4th Qtr) % of deposits by mineralisation style in each cost quartile Vein / Reef Style Disseminated Style Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 20. Refractory mineralisation may also matter – or related by-products 2013 (4th Qtr) Australia & NZ % of deposits by free-milling vs refractory ore in each cost quartile NB: Needs more work - by-products likely significant in sulphide ores (e.g. copper). Free-milling Refractory Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 21. Does deposit geometry matter? Source: Kanakis (2014) cylindrical equidimensional
  • 22. Equidimensional geometry matters too Q4 2013 Australia & NZ Cost curve by deposit geometry NB: Gently dipping planar deposits also give lower costs than steeply dipping planar deposits. Source: Kanakis (2014) Planar Deposit Cylindrical Deposit Equidimensional Deposit
  • 24. Grade is engineered away; geology is not Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 25. Initial study weaknesses: Not big enough… (Kanakis, 2014)
  • 26. What about deposit type? We don’t know • Orogenic and epithermal deposits gave variable results; • Porphyries were low cost; • Not enough data for IOCG deposits; • There is not much to go with here… • This was effectively a study of the economics of orogenic gold deposits. 0 10 20 30 40 50 Orogenic Epithermal Porphyry VHMS IOCG No. mines in the study by deposit type Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 27. Mine maturity & cost cycle unconsidered Source: Kanakis (2014); Trench & Sykes (2014) CET Corporate Members Day December 2016
  • 28. Expanded investigation: Gold costs and geology (Ulrich et al., 2016-19)
  • 29. In 2016 we’re back to focusing on growth Source: USGS; Perth Mint 2016 Gold Industry Paradigm • Falling costs; • AUD weaker; • Strong returns; • Focus on production growth; • Rise of Northern Star, Evolution etc. • Discovery of Gruyere • New mines; Andy Well etc. • But how long can this last? 7 7.5 8 8.5 9 9.5 10 2006200720082009201020112012201320142015 Millionsofounces Australian Production of Gold (2006-2015) 1,000 1,200 1,400 1,600 1,800 2,000 Jan-11 Jul-11 Jan-12 Jul-12 Jan-13 Jul-13 Jan-14 Jul-14 Jan-15 Jul-15 Millionsofounces Gold Price AUD vs USD (2011-2015) CET Corporate Members Day December 2016
  • 30. But running short of ‘quality’ ore • Australia & NZ good at growing ‘resources’ (i.e. EDR), now often 5-35 years worth; • No dramatic increases in ‘reserves’; • Many of Australia’s best mines are its oldest; • 14% of gold is mined at operations with less than 2 years of reserves… • 38% of gold is mined at operations with less than 5 years reserves… • Average reserve life is 5.4 years. • More high quality (i.e. reserve standard) ore discoveries required – both greenfield and brownfield; • we’re trying to understand ‘high quality’… Source: Ulrich et al., (2016) CET Corporate Members Day December 2016
  • 31. Hypothesis remains: grade is not quality 1st Quarter 2016 Australia & NZ All-in-Sustaining Cost (ASIC) vs Gold Grade Source: Ulrich et al., (2016) CET Corporate Members Day December 2016
  • 32. Causality emerging: Focus on mining Grades and costs correlate at the processing stage, but not the mining stage, suggesting that the geological factors influencing processing are less important than those that influence mining (e.g. geometry). Q1 2016 Australia & NZ ASIC Mining Cost vs Gold Grade Q1 2016 Australia & NZ ASIC Processing Cost vs Gold Grade Source: Ulrich et al., (2016) CET Corporate Members Day December 2016
  • 33. More analysis to come… • Longer time series of analysis to confirm initial findings; • And account for mine maturity and cost cycle; • Deeper investigation into causality linking geology and cost in gold mining; • Wider consideration of non- technical industry factors that may be important. Source: Ulrich et al., (2016) CET Corporate Members Day December 2016
  • 34. Conclusions: Where does geoscience meet economics?
  • 35. If Grade is KING; Geology is the ACE • Equidimensional deposit; • With disseminated mineralisation; • Hosted in plutonic igneous rocks; • Potentially with by-product rich refractory ore; • And maybe some high grade ore… Source: Kanakis (2014) CET Corporate Members Day December 2016
  • 36. THANK YOU • CONTACT DETAILS • Sam Ulrich: sam.ulrich@research.uwa.edu.au • Matt Kanakis: mkanakis@kpmg.com.au • David Groves: di_groves@hotmail.com • Steffen Hagemann: steffen.hagemann@uwa.edu.au • John P. Sykes: john.sykes@research.uwa.edu.au • Allan Trench: allan.trench@uwa.edu.au
  • 37. Further reading • Ulrich, S., Kanakis, M.D., Groves, D., Hagemann, S., Sykes, J.P. & Trench, A. 2016. Is Grade King in Gold? A Preliminary Analysis of Gold Production Costs at Australian and New Zealand Mines. AusIMM New Zealand Branch Conference. Wellington, New Zealand. 4-6 September. • Kanakis, M.D. 2014. Geological Factors that Influence the Cost of Production in Currently Operating Gold Mines within Australia and New Zealand. BSc (Mineral Geoscience) Honours Thesis. The University of Western Australia.