Title: Do We Know that the 1990s were the Warmest Decade of the Millennium
1Do We Know that the 1990s were the Warmest Decade
of the Millennium?
- Stephen McIntyre
- climateaudit.org
- Toronto Ontario
- 2009 International Conference on Climate Change
- New York
- March 9, 2009
2Questions
- How do they know that 1998 was the warmest year
of the millennium? - They dont. Minor variations in data
versions (e.g. bristlecones) yield opposite
results. - Does it matter?
- For big policy, probably not. But its
an interesting question and statistics should
be done right.
3IPCC 2001 The Rise of the Stick
The Hockey Stick graph, attributed to Mann et
al (Nature 1998, GRL 1999 (MBH), occurred six
times in IPCC TAR. Inset John Houghton at IPCC
Press Conference, 2001
4The Soundbites The Warmest Decade and Year
The 20th century was the warmest in the Northern
Hemisphere in the past 1000 years. The 1990s was
the warmest decade on record and 1998 was the
warmest year - in Canada and internationally. -
David Anderson, April 5, 2002 The 20th century
was the warmest in the Northern Hemisphere for
the past 1000 years and the 1990s the warmest
decade on record... The science of climate change
has been subjected to international scrutiny,
open to all qualified experts, peer review,
atmospheric modeling and process studies.
Liberal Party of Canada Caucus, Aug. 22, 2002
5As Dr Thompsons Thermometer Shows,
- the vaunted Medieval Warm Period (the third
little red blip from the left below) was tiny in
comparison to the enormous increases in
temperature in the last half-century - the red
peaks at the far right of the graph. These
global-warming skeptics - a group diminishing
almost as rapidly as the mountain glaciers -
launched a fierce attack against another
measurement of the 1000 year correlation between
CO2 and temperature known as the hockey stick,
a graphic image representing the research of
climate scientist Michael Mann and his
colleagues. - Gore actually shows Manns reconstruction
spliced with the Jones instrumental record. -
6IPCC 2007 Spaghetti Graphs
It is likely that this 50-year period was the
warmest Northern Hemisphere period in the last
1.3 kyr,
Excerpt from IPCC 2007 Box 6.4 Figure 1..
7Multivariate Calibration
McIntyre and McKitrick, 2009 Paleoclimate
reconstructions are an application of
multivariate calibration, which provides a
theoretical basis for confidence interval
calculation (e.g., Osborne 1991 Brown and
Sundberg, 1987). Inconsistency among proxies
sharply inflates confidence intervals. Applying
the inconsistency test of Brown and Sundberg to
Mann et al. A.D. 1000 proxy data shows that
finite confidence intervals cannot be defined
before 1800. MBH2009 The method of uncertainty
estimation (use of calibration/validation
residuals) is conventional Luterbacher et al
2004 Wahl and Ammann 2007
8Small and uninteresting perturbations of
data/technique
de Leeuw (1988) We usually do not want a small
and uninteresting perturbation of our data to
have a large effect on the results of our
technique. Classical statistics has always
studied stability by using standard errors or
confidence intervals. Gifi thinks this is much
too narrow and other forms of stability are
important as well
9MM2005 on slight variations of methods and data
Redrawn from MM2005b
10MBH98 AD1400 Proxies
11There is no dispute over properly specified
calculations
Top Left MBH, 2003 top right Bürger et al
2006 bottom drawn from calculations using Wahl
and Ammann 2007 algoithm. Middle- varies PC
method (their Scenario 5) right - varies
bristlecones (Their Scenario 6).
12NAS 2006
- For periods prior to the 16th century, the Mann
et al. (1999) reconstruction that uses this
particular principal component analysis technique
is strongly dependent on data from the Great
Basin region in the western United States
bristlecones. - some reconstructions are not robust with respect
to the removal of proxy records from individual
regions (see, e.g., Wahl and Ammann in press).
13IPCC 2007
- The McIntyre and McKitrick 2005a,b criticism
relating to the extraction of the dominant modes
of variability present in a network of western
North American tree ring chrono-logies, using
Principal Components Analysis may have some
theoretical foundation, but Wahl and Amman (2006)
also show that the impact on the amplitude of the
final reconstruction is very small (0.05C).
14Wahl and Ammann (in press 2005 in press
2006 Sep. 2007)
- when the full information in the proxy data is
represented by the PC series i.e. enough to get
the bristlecones in, the impact of PC
calculation methods on climate reconstruction in
the MBH method is extremely small a slight
modification to the original Mann et al.
reconstruction is justifiable for the first half
of the 15th century (0.050.10?), which leaves
entirely unaltered the primary conclusion of Mann
et al. - Bristlecones add necessary verification
skill indicating that the records carry
important climate information at the level of
eigenvector patterns in global surface
temperatures. These results are valid
notwithstanding issues concerning these proxies
empirical relationship to local/regional surface
temperatures after 1850
15Wegman 2006
- Wahl and Ammann argue that if one adds enough
principal components back into the proxy, one
obtains the hockey stick shape again. This is
precisely the point of contention - A cardinal rule of statistical inference is that
the method of analysis must be decided before
looking at the data. The rules and strategy of
analysis cannot be changed in order to obtain the
desired result. Such a strategy carries no
statistical integrity and cannot be used as a
basis for drawing sound inferential conclusions.
16A Dozen Independent Studies
Mann (Senate Testimony, 2003) More than a dozen
independent research groups have now
reconstructed the average temperature of the
northern hemisphere in past centuries.. Wigley
(AP Interview, 2003) about a dozen independent
studies suggest the 20th century was warmer than
normal, Wigley points out. Mann (Letter to
House Committe, 2005) Recent work since the TAR
has provided further support for this conclusion
the Stick, which is now common to more than a
dozen independent studies published in the
peer-reviewed scientific literature. Wikipedia
2009 More than a dozen independent research
groups have now reconstructed the average
temperature of the northern hemisphere in past
centuries.
17Not Entirely Independent
- IPCC 2007 As with the original TAR series,
these new records are not entirely independent
reconstructions inasmuch as there are some
predictors (most often tree ring data and
particularly in the early centuries) that are
common between them, but in general, they
represent some expansion in the length and
geographical coverage of the previously available
data (Figures 6.10 and 6.11 - NAS 2006 Because the data are so limited,
different large-scale reconstructions are
sometimes based on the same datasets, and thus
cannot be considered as completely independent.
18 Key proxies are repeated in so-called
independent spaghetti graph studies
Above Adapted from Wegman 2006 Figure 5.8.
Bristlecones/ foxtails are used in all but three
spaghetti graph studies. Polar Urals and
Tornetrask versions re used in every study.
19Ecologists warm California MWP
Miller et al 2006 (Quat Res) Using contemporary
distributions of the species, we modeled
paleoclimate during the MWP to be significantly
warmer (3.2 deg C annual minimum temperature)
and slightly drier (-24 mm annual precipitation)
than present.
Left- Bristlecone treeline (Lamarche 1973)
declined since MWP right Subfossil medieval
trees above present treeline at Whitewing Mt,
Sierra Nevadas, California.
20Heavy Equipment
- IPCC 2007 the possibility of investigating
these issues further is restricted by the lack
of recent tree ring data at most of the sites
from which tree ring data discussed in this
chapter were acquired - Michael Mann paleoclimatologists are attempting
to update many important proxy records to the
present, this is a costly, and labor-intensive
activity, often requiring expensive field
campaigns that involve traveling with heavy
equipment to difficult-to-reach locations (such
as high-elevation or remote polar sites). For
historical reasons, many of the important records
were obtained in the 1970s and 1980s and have yet
to be updated.
21Ababneh 2006 did not replicate Graybills
bristlecone chronology
Left red MBH PC1 (used in IPCC 2007 Box 6.4)
green Graybill Sheep Mt chronology. Right -
Ababneh (2006, 2007) chronology.. All series
scaled to 1400-1980. 950-1100 and 1856-1980
highlighted.
22Almagre CO Bristlecones are not setting records
Decline in recent portion of the chronology. The
most noticeable feature is the low growth in
the1840-50s associated with drought in other
Colorado tree ring chronologies.
Left- MBH PC1 (bristleocnes) right updated
Almagere chronology. In dimensionless chronology
units, basis 1.
23Controversial Starbucks Hypothesis Proven!
Left 7 am at Starbucks, Colorado Springs right
bristlecones at 3600 m
24Almagre program identified exact trees during
update and measurements online within 3 months
Left Pete Holzmann sampling Tree 31 in 2007
right- Donald Graybill sampling same tree in
1987.
25Strip Bark simple statistical models dont
apply
Graybill and Idso 1993 Another tree selection
factor that is crucial to our findings involves
tree form... Strip bark trees were the primary
focus of investigation wherever possible,
(Brunstein USGS 2006http//www.climateaudit.org/?p
2239
26Key proxies are used over and over.
Above From Wegman 2006 Figure 5.8 showing proxy
overlap IPCC 2007 Box 6.4 Fig 1.
27Polar Urals Briffa (Jones) 1995
Above Polar Urals version of Briffa et al 1995,
used in Jones et al 1998 reconstruction. All
series scaled to scale of Briffa et al 1995.
950-1100 and 1856-1980 highlighted.
28Evidence for warm MWP in Siberia
Left - Polar Urals treeline declined since
Medieval Warm Period (from Shiyatov 1995) right
subfossil medieval trees in foreground above
modern treeline in background (Esper)
29Polar Urals Update
Above Polar Urals version incorporated into
Esper et al 2002. All series scaled to scale of
Briffa et al 1995. 950-1100 and 1856-1980
highlighted.
30Yamal Substitution (Briffa 2000)
Above - Yamal chronology from Briffa 2000, used
in all but one subsequent study. All series
scaled to scale of Briffa et al 1995. 950-1100
and 1856-1980 highlighted.
31Tornetrask Briffa 2000 vs Grudd 2006
Left Version used in IPCC 2007. Right -
Grudd 2006. All series scaled to scale of Briffa
et al 1995. 950-1100 and 1856-1980 highlighted.
32Are ice cores any help?
- wide variety of ice core patterns since MWP.
- dO18 at Mt Logan, Yukon went down in 20th
(attributed to regional change) - Elevated dO18 at Law Dome, Antarctica ignored by
NAS panel
Ice core dO18 from N to S.
33Different Spaghetti Recipes
- NRC panel used 4 reconstructions as comfort for
comparing modern-medieval levels, but did not
verify that cited reconstructions met proxy
quality standards. Medieval-modern relationship
reverses with trivial and justifiable variations
in proxy selection.
34Glacier Retreat Alberta
Retreat of Saskatchewan Glacier (in Alberta) in
1999 exposed in situ stumps dated 2800-2900 BP
(14C) presumably not exposed in MWP In August
1999, a severe rainstorm resulted in stream
avulsion along the NE flank of the Saskatchewan
Glacier snout When first examined in early
September, erosion through a 3- to 5- m sequence
of glacial outwash and overlying till had exposed
17 sheared stumps rooted within a well-preserved
paleosol . By September 2000, the meltwater
channel had shifter southward and had eroded
through 5 m of fluted moraine deposits exposing 2
additional rooted stumps and flushing an
additional 40 detrital boles onto the outwash
surface. The stumps were rooted in a deeply
weathered pedogenic surface and prior to their
exposure were buried by 3-5 m of sediment. With
one exception, these dates collectively reflect
the consequences of a single Neoglacial advance
of the Saskatchewan Glacier into an established
valley bottom forest.
35Quelccaya Glacier, Peru
Distichia muscoides, a component of Andean peat
deposits, exposed in recent Quelccaya glacier
retreat. Present limit is 400-500 m lower than
the discovery. Peat samples have a wide variety
of 14C dates - many about 4500 BP.
36Green Alps
Left- modern view of a pass in the Alps (with
glacier lines of 1922 and 1856) right -
Schlüchter and Jörin 2004 reconstruction of view
Roman times of 2000 years ago
37Does it matter?
38Why did IPCC feature the least important figure?
It is one of those odd ironies that the figure
that everyone keeps talking about is actually the
least important from the point of view of
understanding climate responses to forcing. Gavin
Schmidt, 2005
39Is it the Least Important Figure?
Left IPCC 2001 Synthesis for Policy makers
Figure SPM-10b with MBH reconstruction Right
IPCC 1990 version of Lamb (about 1 deg range)
together with IPCC 2007 SPM range of scenarios
yellow shows constant 2000 GHG.
40 Worse than We Thought
There is (yet another) odd inversion about the
idea that if we were to switch from, say, MBH
(less variance) to Moberg (more) that would
somehow imply a reduction in expected future
warming. That is completely wrong. If the past
temperatures varied more, it implies a higher
sensitivity to forcing, and therefore a higher
future William Connolley, 2005
41- Visit www.climateaudit.org for
- ongoing discussion.
- Presentation will be posted at www.climateaudit.or
g/pdf/newyork09 with bibliography