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CONTEMPORARY ISSUES
                     IN THE STUDY OF

   ANCIENT CLIMATES


CLIMATE SCIENCE, STATISTICS AND THE COMPUTATIONAL SCIENCES READING GROUP
                                 APRIL 2012
anecdote
“   It doesn't really seem like winter. It seems
    more like an unusual fall that kind of lingers
    on and doesn't go anywhere.
                                                          ”
                                            Jessica Forster
            Commenting on the mild 2012 winter in Minnesota
observation
Weather data recorded by the Department of Earth Sciences h p://sokar.geo.umn.edu/weather/
The Central England Temperature record is
                  the longest instrumental record of temperature in the world.
      Degrees celsius relative to the long-term mean




Source: Parker et al., Journal of Climate, 1992
Source: Goddard Institute for Space Studies, NASA
The number of climate stations recording air temperature
                                 falls off rapidly prior to AD 1900.

       Number of stations in the Northern Hemisphere




Source: Jones et al., Journal of Geophysical Research, 2012
anecdote   <   observations   <<
‘Striations’ (scratches) on bedrock
      near Knife Lake, BWCAW




Source: Blue~Canoe
Thickness of glacial ice
       3000 m




              IDS Tower
                241 m
CLIMATE HISTORY OF NORTH AMERICA

                    Younger              Demise of Laurentide
                     Dryas                    Ice Sheet

    20         16     12             8                4              0

                                                                         THOUSANDS OF
                                                                         YEARS AGO




                              Final Drainage
                              of Lake Agassiz
LAST GLACIAL                                                      MODERN
  MAXIMUM                                                       OBSERVATIONS
CLIMATE PROXIES
               ice cores
              tree rings
        lake sediments
          speleothems
                  corals
CLIMATE
                      “PROXIES”
                    natural phenomena which are climate-dependent,
                    and which incorporate into their structure a measure of this dependency.




Source: Bradley, Paleoclimatology: Reconstructing climates of the Quaternary, 1995
Source: Tim Shanahan, University of Texas at Austin
Source: Geological Survey of Canada
Source: LACCORE, University of Minnesota
Source: Stella Cousins
“   To anticipate future changes, we must understand
    how and why climates varied in the past.
                                            Dr. Ray Bradley
                                University of Massachuse s
                                                              ”
PALEOCLIMATOLOGY
the study of climate prior to the period of instrumental measurement
Global networks of climate proxies have been used
                           to estimate past changes in hemispheric temperature.




Source: Commi ee on Surface Temperature Reconstructions for the Last 2,000 Years, National Research Council, 2006
How did the ENSO system behave prior to the 20th century?
Tree-ring estimates of 1,200 years of Colorado River discharge Meko et al., GRL, 2007
OBSERVATIONS   PROXIES   MODELS
“   Each individual proxy provides a record of environmental change,
    but the process of combining these signals into a spatially averaged
    temperature signal requires careful statistical evaluation.

           Commi ee on Surface Temperature Reconstructions for the Last 2,000 Years
                                                                                      ”
                                                         National Research Council
?
   How can we extract climatic signals from
a large, diverse network of noisy proxies that
are distributed irregularly around the planet?
Tree-ring display at elementary school




Source: Tom Swetnam
Intermountain bristlecone pine 4,844 years



Source: Tom Harlan
Giant sequoia 3,266 years



Source: Julie Jordan Sco
Eastern white cedar (in Minnesota) 560 years



Source: Danny Margoles
Pinus spp.

Source: Paul Schulte
Source: Baillie (1982)
755 m3/s

847 m 3/s

809 m 3/s

770 m 3/s

823 m 3/s

787 m 3/s

901 m3/s
      3
TEMPERATURE

high growth
                        frozen water
                                        low photosynthetic rate
              low photosynthetic rate
                                        higher evaporation
              shorter growing season




low growth
                  cold                             hot
WATER

high growth
                reduced cell division
                                        flooding
              reduced cell expansion
                                        anoxic conditions
                      C02 starvation




low growth
                 dry                                  wet
Single-site reconstruction
rain gauges




                                           tree rings




Source: Hughes and Funkhouser, 1998
“ THERMOMETERS ”
 TREES ARE NOT
 OR RAIN GAUGES.
    Keith Briffa and colleagues
3
CHALLENGES
IN DENDROCLIMATOLOGY
3   Do climate-sensitive trees (and other proxies)
    transform climate signals in predictable ways?
2   Is there an optimal approach for recovering
    low-frequency variability from climate-sensitive tree rings?
1
Should paleoclimatic estimates from trees be derived
from (a) common pa erns or (b) optimal predictors?
Source: Baillie (1982)
Network reconstruction
“   Continental- and hemispheric-scale networks contain
                                              robust synoptic-scale pa erns, which may o en be
                                              interpreted in terms of climatic conditions.
                                                                                  Dr. Malcolm Hughes
                                                                                                          ”
                                                                                  University of Arizona




Source: Hughes, Dendroclimatology, 2010
Tree-ring records in North America circa 1990




Source: Meko et al., Journal of Climate, 1991
Major regional pa erns recovered from North American tree rings




Source: Meko et al., Journal of Climate, 1991
Tree-ring data used to estimate past drought in North America Cook et al., Journal of Quaternary Sciences, 2010
One thousand years of drought in western North America Cook et al., Science, 2004
alternative
‘Optimal’ reconstruction
PACIFIC
DECADAL
OSCILLATION
Pacific Decadal Oscillation index
3


2


1


0


-1


-2


-3
     1900   1920     1940      1960      1980   2000
Are these two records more closely tuned to the North Pacific Ocean
                     than other tree-ring data from North America?




Source: MacDonald and Case, Geophysical Research Le ers, 2005
“   This method of selecting proxies by screening a potentially
                                    large number of candidates for positive correlations
                                    runs the danger of choosing a proxy by chance.
                                                                                       Gerg Bürger
                                                                             Freie Universität-Berlin
                                                                                                        ”

Source: Bürger, Science, 2007
Carlo Emilio Bonferroni
        1892 - 1960
2   Is there an optimal approach for recovering
    low-frequency variability from climate-sensitive tree rings?
20-day weather simulation from NASA’s GEOS-5 model
DECADAL
CLIMATE VARIABILITY
Benoit Mandelbrot March 2007
“   We shall speak of “Joseph-wild” behavior when the we est decade
    within a century includes an extraordinary “term” of wet years.
                                                                      ”
Central Pacific Coast
Ault and St. George, Journal of Climate, 2010
Ault and St. George, Journal of Climate, 2010
“   The decadal time scale offers
    a critical bridge for informing
    adaptation strategies as
                                              ”
    climate varies and changes.
                   Meehl et al., BAMS, 2009
~10 yr
~100 yr
        =
  variability
                low ‘n’
 observations
“   ... the use of high-resolution paleoclimate proxy data should be
    expanded because the short observational record and model
    uncertainty are unable to simulate [Decadal Climate Variability]...
                                                                                 ”
                                                                      Mehta et al.
                                   Bulletin of the American Meteorological Society
                                                                              2011
Source: Dan Griffin
DIFIED
M   O
    SINGULAR
    SPECTRUM
    ANALYSIS
x(t)


                y(t)

       tEOFs


reconstructed      sibling
 components      components
really
                                                                                   not that
                                                                                              decadal
                                                                                   decadal


Source: St. George and Ault, Journal of Geophysical Research - Atmospheres, 2011
How well does this approach characterize decadal variability?




Ault and St. George, Journal of Climate, 2010
3   Do climate-sensitive trees (and other proxies)
    transform climate signals in predictable ways?
WATER

high growth
                reduced cell division
                                        flooding
              reduced cell expansion
                                        anoxic conditions
                      C02 starvation




low growth
                 dry                                  wet
∆S
“   Discharge or lake records ‘‘have a tendency to
    exhibit more pronounced and smoother cycles’’
    than precipitation because of storage.
                                                       ”
                                          Vit Klemeš
Do proxies

PUMP UP
 low-frequency signals?
Source: Jansen Cardy




     Sarah Truebe University of Arizona
Truebe et al., IOP Conference Series : Earth and Environmental Science, 2010
WATER

high growth
                reduced cell division
                                        flooding
              reduced cell expansion
                                        anoxic conditions
                      C02 starvation




low growth
                 dry                                  wet
“   [L]inear empirical–statistical analyses alone cannot be used
    to prove a physical or biological mechanism for variability or


                                                                 ”
    change in the climate-tree growth relationship.

                          Anchukaitis et al., Geophysical Research Le ers, 2007
Even a simple cambial model can reproduce the main features in real tree-ring data from Russia




Source: Evans et al., Journal of Geophysical Research, 2006
Pinus spp.

Source: Paul Schulte
CONTEMPORARY ISSUES
                     IN THE STUDY OF

   ANCIENT CLIMATES


CLIMATE SCIENCE, STATISTICS AND THE COMPUTATIONAL SCIENCES READING GROUP
                                 APRIL 2012
“   Tree-ring analysis is one of the most powerful tools
    available for the study of environmental change
    and the identification of fundamental relationships
                                                                    ”
    between tree growth and climate.

                                       Ed Cook and Neil Pederson
                                 Lamont-Doherty Earth Observatory
Toby Ault National Corporation for Atmospheric Research
Contemporary problems in ancient climates

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Contemporary problems in ancient climates

  • 1. CONTEMPORARY ISSUES IN THE STUDY OF ANCIENT CLIMATES CLIMATE SCIENCE, STATISTICS AND THE COMPUTATIONAL SCIENCES READING GROUP APRIL 2012
  • 2.
  • 4. It doesn't really seem like winter. It seems more like an unusual fall that kind of lingers on and doesn't go anywhere. ” Jessica Forster Commenting on the mild 2012 winter in Minnesota
  • 6. Weather data recorded by the Department of Earth Sciences h p://sokar.geo.umn.edu/weather/
  • 7.
  • 8. The Central England Temperature record is the longest instrumental record of temperature in the world. Degrees celsius relative to the long-term mean Source: Parker et al., Journal of Climate, 1992
  • 9. Source: Goddard Institute for Space Studies, NASA
  • 10. The number of climate stations recording air temperature falls off rapidly prior to AD 1900. Number of stations in the Northern Hemisphere Source: Jones et al., Journal of Geophysical Research, 2012
  • 11. anecdote < observations <<
  • 12. ‘Striations’ (scratches) on bedrock near Knife Lake, BWCAW Source: Blue~Canoe
  • 13. Thickness of glacial ice 3000 m IDS Tower 241 m
  • 14. CLIMATE HISTORY OF NORTH AMERICA Younger Demise of Laurentide Dryas Ice Sheet 20 16 12 8 4 0 THOUSANDS OF YEARS AGO Final Drainage of Lake Agassiz LAST GLACIAL MODERN MAXIMUM OBSERVATIONS
  • 15. CLIMATE PROXIES ice cores tree rings lake sediments speleothems corals
  • 16. CLIMATE “PROXIES” natural phenomena which are climate-dependent, and which incorporate into their structure a measure of this dependency. Source: Bradley, Paleoclimatology: Reconstructing climates of the Quaternary, 1995
  • 17. Source: Tim Shanahan, University of Texas at Austin
  • 18.
  • 22. To anticipate future changes, we must understand how and why climates varied in the past. Dr. Ray Bradley University of Massachuse s ”
  • 23. PALEOCLIMATOLOGY the study of climate prior to the period of instrumental measurement
  • 24. Global networks of climate proxies have been used to estimate past changes in hemispheric temperature. Source: Commi ee on Surface Temperature Reconstructions for the Last 2,000 Years, National Research Council, 2006
  • 25. How did the ENSO system behave prior to the 20th century?
  • 26. Tree-ring estimates of 1,200 years of Colorado River discharge Meko et al., GRL, 2007
  • 27. OBSERVATIONS PROXIES MODELS
  • 28.
  • 29. Each individual proxy provides a record of environmental change, but the process of combining these signals into a spatially averaged temperature signal requires careful statistical evaluation. Commi ee on Surface Temperature Reconstructions for the Last 2,000 Years ” National Research Council
  • 30. ? How can we extract climatic signals from a large, diverse network of noisy proxies that are distributed irregularly around the planet?
  • 31.
  • 32.
  • 33. Tree-ring display at elementary school Source: Tom Swetnam
  • 34. Intermountain bristlecone pine 4,844 years Source: Tom Harlan
  • 35. Giant sequoia 3,266 years Source: Julie Jordan Sco
  • 36. Eastern white cedar (in Minnesota) 560 years Source: Danny Margoles
  • 37.
  • 40.
  • 41.
  • 42. 755 m3/s 847 m 3/s 809 m 3/s 770 m 3/s 823 m 3/s 787 m 3/s 901 m3/s 3
  • 43. TEMPERATURE high growth frozen water low photosynthetic rate low photosynthetic rate higher evaporation shorter growing season low growth cold hot
  • 44. WATER high growth reduced cell division flooding reduced cell expansion anoxic conditions C02 starvation low growth dry wet
  • 46. rain gauges tree rings Source: Hughes and Funkhouser, 1998
  • 47.
  • 48. “ THERMOMETERS ” TREES ARE NOT OR RAIN GAUGES. Keith Briffa and colleagues
  • 50. 3 Do climate-sensitive trees (and other proxies) transform climate signals in predictable ways?
  • 51. 2 Is there an optimal approach for recovering low-frequency variability from climate-sensitive tree rings?
  • 52. 1 Should paleoclimatic estimates from trees be derived from (a) common pa erns or (b) optimal predictors?
  • 55. Continental- and hemispheric-scale networks contain robust synoptic-scale pa erns, which may o en be interpreted in terms of climatic conditions. Dr. Malcolm Hughes ” University of Arizona Source: Hughes, Dendroclimatology, 2010
  • 56. Tree-ring records in North America circa 1990 Source: Meko et al., Journal of Climate, 1991
  • 57. Major regional pa erns recovered from North American tree rings Source: Meko et al., Journal of Climate, 1991
  • 58. Tree-ring data used to estimate past drought in North America Cook et al., Journal of Quaternary Sciences, 2010
  • 59. One thousand years of drought in western North America Cook et al., Science, 2004
  • 63.
  • 64. Pacific Decadal Oscillation index 3 2 1 0 -1 -2 -3 1900 1920 1940 1960 1980 2000
  • 65. Are these two records more closely tuned to the North Pacific Ocean than other tree-ring data from North America? Source: MacDonald and Case, Geophysical Research Le ers, 2005
  • 66.
  • 67. This method of selecting proxies by screening a potentially large number of candidates for positive correlations runs the danger of choosing a proxy by chance. Gerg Bürger Freie Universität-Berlin ” Source: Bürger, Science, 2007
  • 68.
  • 69. Carlo Emilio Bonferroni 1892 - 1960
  • 70.
  • 71. 2 Is there an optimal approach for recovering low-frequency variability from climate-sensitive tree rings?
  • 72. 20-day weather simulation from NASA’s GEOS-5 model
  • 73.
  • 75.
  • 77. We shall speak of “Joseph-wild” behavior when the we est decade within a century includes an extraordinary “term” of wet years. ”
  • 79. Ault and St. George, Journal of Climate, 2010
  • 80. Ault and St. George, Journal of Climate, 2010
  • 81. The decadal time scale offers a critical bridge for informing adaptation strategies as ” climate varies and changes. Meehl et al., BAMS, 2009
  • 82. ~10 yr ~100 yr = variability low ‘n’ observations
  • 83. ... the use of high-resolution paleoclimate proxy data should be expanded because the short observational record and model uncertainty are unable to simulate [Decadal Climate Variability]... ” Mehta et al. Bulletin of the American Meteorological Society 2011
  • 85. DIFIED M O SINGULAR SPECTRUM ANALYSIS
  • 86. x(t) y(t) tEOFs reconstructed sibling components components
  • 87. really not that decadal decadal Source: St. George and Ault, Journal of Geophysical Research - Atmospheres, 2011
  • 88. How well does this approach characterize decadal variability? Ault and St. George, Journal of Climate, 2010
  • 89. 3 Do climate-sensitive trees (and other proxies) transform climate signals in predictable ways?
  • 90. WATER high growth reduced cell division flooding reduced cell expansion anoxic conditions C02 starvation low growth dry wet
  • 91. ∆S
  • 92. Discharge or lake records ‘‘have a tendency to exhibit more pronounced and smoother cycles’’ than precipitation because of storage. ” Vit Klemeš
  • 93. Do proxies PUMP UP low-frequency signals?
  • 94. Source: Jansen Cardy Sarah Truebe University of Arizona
  • 95. Truebe et al., IOP Conference Series : Earth and Environmental Science, 2010
  • 96. WATER high growth reduced cell division flooding reduced cell expansion anoxic conditions C02 starvation low growth dry wet
  • 97. [L]inear empirical–statistical analyses alone cannot be used to prove a physical or biological mechanism for variability or ” change in the climate-tree growth relationship. Anchukaitis et al., Geophysical Research Le ers, 2007
  • 98. Even a simple cambial model can reproduce the main features in real tree-ring data from Russia Source: Evans et al., Journal of Geophysical Research, 2006
  • 100. CONTEMPORARY ISSUES IN THE STUDY OF ANCIENT CLIMATES CLIMATE SCIENCE, STATISTICS AND THE COMPUTATIONAL SCIENCES READING GROUP APRIL 2012
  • 101. Tree-ring analysis is one of the most powerful tools available for the study of environmental change and the identification of fundamental relationships ” between tree growth and climate. Ed Cook and Neil Pederson Lamont-Doherty Earth Observatory
  • 102.
  • 103. Toby Ault National Corporation for Atmospheric Research