Geology Reference
In-Depth Information
Table 13.4: The peak in production of some of the world's important mineral
commodities. - continued from previous page.
Theoretical Data
Empirical Data
R 2 W.R. Peak
R 2 Observed Peak
Reserves Peak
Chromium
2015
0.96
2149
0.97
-
Cobalt
2042
0.87
2073
0.88
-
Copper
2012
0.95
2068
0.98
-
Gold
1994
0.65
2001 (R.B.)
0.74
2001
Iron
2040
0.91
2115
0.92
-
Lead
1989
0.82
2110
0.82
-
Lithium
2015
0.86
2033
0.89
-
Manganese
2007
0.87
2119
0.81
-
Mercury
1960
0.56
1965
0.18
1971
Molybdenum
2018
0.95
2040
0.95
-
Nickel laterites
2017
0.98
2033
0.98
-
Nickel sulphides
2017
0.98
2033
0.98
-
Phosphate rock
2031
0.92
2080
0.89
-
Potash
2072
0.91
2272
0.88
-
REE
2092
0.98
2104 (R.B.)
0.98
-
Rhenium
2022
0.95
2054
0.94
-
Silver
1995
0.44
1999(R.B.)
0.52
-
Tantalum
2034
0.85
2046 (R.B.)
0.85
-
Ti-ilmenite
2040
0.96
2082
0.96
-
Ti-rutile
2028
0.89
2069
0.86
-
Tin
1979
0.53
1986 (R.B.)
0.63
-
Uranium
2033
0.72
2061
0.70
-
Vanadium
2067
0.83
2129
0.83
-
Wolfram
2007
0.89
2036
0.87
2004
Zinc
1999
0.92
2062
0.98
-
Zirconium
2003
0.89
2006
0.89
-
As explained in Sec. 13.2, the Hubbert Peak is a theoretical model that can be
used to predict future supply/demand dynamics, subject to certain limitations. In
Table 13.4, it is clear that for certain minerals, the bell-shaped curves do not fit the
empirical data well. Mercury, arsenic, beryllium, silver, tin, antimony uranium and
gold all show regression values below 0.80. The Hubbert Peak Model as applied in
this topic (with the constraint that the integral of the curve is equal to resources)
applies well when the main criterion of future supply/demand dynamics is geological
availability. In general, regression factors increase with the peaking year, as empir-
ical points fall to the foot of the curves. Equally, and as observed in the Australian
case study, the empirical peak associated with reserves regularly appears after the
theoretical one. This might relate to the over-exploitation of minerals for a short
period, followed by its sharper decrease in those years following the peak. It may
also be due to the perceived certainty of mining companies that their reserves could
easily increase despite having reached what the authors would term the “theoretical
peak”.
Yet even with the aforementioned limitations, the Hubbert Peak Model does
however identify that the theoretical peak could have been reached, in terms of
 
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