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Paleo-constraints on
future tropical Pacific
climate
Kim M. Cobb
Pamela Grothe, Hussein Sayani,
Alyssa Atwood, Tianran Chen, Intan Nurhati
Earth and Atmospheric Sciences, Georgia Tech
Chris Charles, SIO, UCSD
Larry Edwards, Hai Cheng, UMN
•
Paleoclimate
Research •
GeorgiaTech
•
Cobb Lab
Google	Earth
Google	Earth
NOAA
November, 1997
https://socialforecasting.files.wordpress.com/2015/08/el-nino-godzilla.jpg
2015/2016 El Niño
ERSSTv4
1880 1900 1920 1940 1960 1980 2000
Year
-2
-1
0
1
2
3
NINO3.4SST(°
C)
Is ENSO changing?
ERSSTv4
1880 1900 1920 1940 1960 1980 2000
Year
-2
-1
0
1
2
3
NINO3.4SST(°
C)
Is ENSO changing?
Option 1
Wait 100+ years until we have enough instrumental data
(e.g. Stevenson et al., 2012)
Is ENSO changing?
Option 1
Wait 100+ years until we have enough instrumental data
(e.g. Stevenson et al., 2012)
Option 2
Use paleo-ENSO records to establish quantitative estimates of
pre-industrial ENSO variability, compare to recent ENSO variability
Is ENSO changing?
last 100+ yrs
last 7000 yrs
U/Th dated
drilled via SCUBA
storm/tsunami deposits
scattered on beaches
across the tropics
1mm sampling transect for
coral oxygen isotopes (δ18O)
affords monthly resolution
Coral δ18O = SST + δ18Oseawater
1mm sampling transect for
coral oxygen isotopes (δ18O)
affords monthly resolution
Coral δ18O = SST + δ18Oseawater
co-varies with SSS
(Fairbanks et al., 1997;
Conroy et al., 2014)
Feb	2016
OISST
Jan-Mar	2016
OLR
warm SST drives coral δ18O down
rainy conditions
drive coral δ18O down
1970 1975 1980 1985 1990 1995 2000 2005 2010 2015
-5.5
-5
-4.5
-4
22
24
26
28
30
Nurhati09 Evans99 x126 x123 Minicore1 Minicore2 OISSTv2
SST(ºC)
δ18O(‰)
coral oxygen isotopes vs. SST
grey=OISST
colors=coral	δ18O
Evans	et	al.,	1999
Nurhati et	al.,	2009
Grothe et	al.,	in	prep
O’Connor	et	al.,	in	prep
1970 1975 1980 1985 1990 1995 2000 2005 2010 2015
-5.5
-5
-4.5
-4
22
24
26
28
30
Nurhati09 Evans99 x126 x123 Minicore1 Minicore2 OISSTv2
SST(ºC)
δ18O(‰)
coral oxygen isotopes vs. SST
grey=OISST
colors=coral	δ18O
Evans	et	al.,	1999
Nurhati et	al.,	2009
Grothe et	al.,	in	prep
O’Connor	et	al.,	in	prepCoral δ18O records are
interchangeable with SST.
Replication yields better reconstruction.
800 1000 1200 1400 1600 1800 2000
−5.5
−5
−4.5
−4
Year CE
Xmas coral d18O last millennium
monthly coral δ18O records
through the last millennium
2015/2016 El Niño
δ18O(‰)
800 1000 1200 1400 1600 1800 2000
−5.5
−5
−4.5
−4
Year CE
Xmas coral d18O last millennium
monthly coral δ18O records
through the last millennium
2015/2016 El Niño
δ18O(‰)
Has ENSO variance changed?
01000200030004000500060007000
−60
−40
−20
0
20
40
Year BP
ChangeinstdevofENSO(%)
Fanning
Christmas
Palmyra
20th century	
range
Grothe et	al.,	in	prep
Cobb	et	al,	2013
Cobb	et	al.,	2003
McGregor	et	al.,	2013
Grothe et	al.,	in	prep
Woodroffeet	al.,	2003
1985-2005	ENSO	variability
ENSO	variance	over	the	last	7,000yrs
stronger	ENSO
weaker	ENSO
Most pre-industrial data reflect
much weaker ENSO than present.
Virtually certain* that observed distribution of
interannual coral δ18O variance does not
reflect a stationary process.
* Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different
testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in
prep
Virtually certain* that observed distribution of
interannual coral δ18O variance does not
reflect a stationary process.
In and of itself, this does not prove that ENSO
has intensified with anthropogenic climate change.
* Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different
testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in
prep
Virtually certain* that observed distribution of
interannual coral δ18O variance does not
reflect a stationary process.
In and of itself, this does not prove that ENSO
has intensified with anthropogenic climate change.
However…
* Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different
testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in
prep
Evidence	that	(late)	20th century	interannual
variance	is	stronger	than	pre-industrial	values:
Li	et	al.,	2013	à tree	rings	from	Java
McGregor	et	al.,	2013	à Pacific	multi-proxy
Liu	et	al.,	in	revision	à Taiwan	tree	δ18O
Cobb	et	al.,	2013;	Grothe et	al.,	in	prep	à
Line	Islands	coral	δ18O
All paleo-ENSO records rely (to
varying extents) on hydrological
response to ENSO SST anomalies.
So now we have a new question:
Is ENSO SST variance already increasing?
or
Are we already seeing
“more rainfall bang for our SST anomaly buck”
that models project for the 21st century?
(Power et al., 2013; Cai et al., 2014)
BEFORE AFTER
link
Frontiers and opportunities
paleo-data assimilation
nal of Geophysical Research: Atmospheres 10.1002/2016JD024751
Figure 1. Conceptual framework for the Last Millennium Reanalysis, outlining our paleoassimilation approach. Starting
from the prior (a collection of simulated climate states) from which random draws are pulled, the states are mapped
Hakim et al.,
JGR-Atm, 2016
Past trips:
Aug 2014
March 2015
July 2015
Nov 2015
April 2016
Team:
Kim Cobb (Georgia Tech, paleoclimate)
Julia Baum (U. Victoria, ecologist)
Ruth Gates (UH, coral ecologist)
Mark Merrifield (UH, phys. oceanography)
Brian Powell (UH, phys. oceanography)
Samantha Stevenson (NOAA, climate
scientist, ocean modeler)
Planned trips:
Nov 2016
April 2017
Research Goals:
data assimilation of coral δ18O data
(iso-ROMS) à reanalysis products
integrated climate and ecological impact
study over 2015/16 El Niño and beyond
Frontiers and opportunities
Summary
The paleoclimate community needs CLIVAR
to unlock the vast potential of their data.
Summary
The paleoclimate community needs CLIVAR
to unlock the vast potential of their data.
CLIVAR needs the paleoclimate community
to address some of the most pressing
questions concerning the impacts of
anthropogenic climate change.
Summary
The paleoclimate community needs CLIVAR
to unlock the vast potential of their data.
CLIVAR needs the paleoclimate community
to address some of the most pressing
questions concerning the impacts of
anthropogenic climate change.
Rapid progress is possible but requires
interdisciplinary teams of scientists
working towards shared goals.

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Paleo-constraints on future tropical Pacific climate

  • 1. Paleo-constraints on future tropical Pacific climate Kim M. Cobb Pamela Grothe, Hussein Sayani, Alyssa Atwood, Tianran Chen, Intan Nurhati Earth and Atmospheric Sciences, Georgia Tech Chris Charles, SIO, UCSD Larry Edwards, Hai Cheng, UMN • Paleoclimate Research • GeorgiaTech • Cobb Lab
  • 6. ERSSTv4 1880 1900 1920 1940 1960 1980 2000 Year -2 -1 0 1 2 3 NINO3.4SST(° C) Is ENSO changing?
  • 7. ERSSTv4 1880 1900 1920 1940 1960 1980 2000 Year -2 -1 0 1 2 3 NINO3.4SST(° C) Is ENSO changing?
  • 8. Option 1 Wait 100+ years until we have enough instrumental data (e.g. Stevenson et al., 2012) Is ENSO changing?
  • 9. Option 1 Wait 100+ years until we have enough instrumental data (e.g. Stevenson et al., 2012) Option 2 Use paleo-ENSO records to establish quantitative estimates of pre-industrial ENSO variability, compare to recent ENSO variability Is ENSO changing?
  • 10. last 100+ yrs last 7000 yrs U/Th dated drilled via SCUBA storm/tsunami deposits scattered on beaches across the tropics
  • 11. 1mm sampling transect for coral oxygen isotopes (δ18O) affords monthly resolution Coral δ18O = SST + δ18Oseawater
  • 12. 1mm sampling transect for coral oxygen isotopes (δ18O) affords monthly resolution Coral δ18O = SST + δ18Oseawater co-varies with SSS (Fairbanks et al., 1997; Conroy et al., 2014)
  • 13. Feb 2016 OISST Jan-Mar 2016 OLR warm SST drives coral δ18O down rainy conditions drive coral δ18O down
  • 14. 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015 -5.5 -5 -4.5 -4 22 24 26 28 30 Nurhati09 Evans99 x126 x123 Minicore1 Minicore2 OISSTv2 SST(ºC) δ18O(‰) coral oxygen isotopes vs. SST grey=OISST colors=coral δ18O Evans et al., 1999 Nurhati et al., 2009 Grothe et al., in prep O’Connor et al., in prep
  • 15. 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015 -5.5 -5 -4.5 -4 22 24 26 28 30 Nurhati09 Evans99 x126 x123 Minicore1 Minicore2 OISSTv2 SST(ºC) δ18O(‰) coral oxygen isotopes vs. SST grey=OISST colors=coral δ18O Evans et al., 1999 Nurhati et al., 2009 Grothe et al., in prep O’Connor et al., in prepCoral δ18O records are interchangeable with SST. Replication yields better reconstruction.
  • 16. 800 1000 1200 1400 1600 1800 2000 −5.5 −5 −4.5 −4 Year CE Xmas coral d18O last millennium monthly coral δ18O records through the last millennium 2015/2016 El Niño δ18O(‰)
  • 17. 800 1000 1200 1400 1600 1800 2000 −5.5 −5 −4.5 −4 Year CE Xmas coral d18O last millennium monthly coral δ18O records through the last millennium 2015/2016 El Niño δ18O(‰) Has ENSO variance changed?
  • 18. 01000200030004000500060007000 −60 −40 −20 0 20 40 Year BP ChangeinstdevofENSO(%) Fanning Christmas Palmyra 20th century range Grothe et al., in prep Cobb et al, 2013 Cobb et al., 2003 McGregor et al., 2013 Grothe et al., in prep Woodroffeet al., 2003 1985-2005 ENSO variability ENSO variance over the last 7,000yrs stronger ENSO weaker ENSO Most pre-industrial data reflect much weaker ENSO than present.
  • 19. Virtually certain* that observed distribution of interannual coral δ18O variance does not reflect a stationary process. * Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in prep
  • 20. Virtually certain* that observed distribution of interannual coral δ18O variance does not reflect a stationary process. In and of itself, this does not prove that ENSO has intensified with anthropogenic climate change. * Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in prep
  • 21. Virtually certain* that observed distribution of interannual coral δ18O variance does not reflect a stationary process. In and of itself, this does not prove that ENSO has intensified with anthropogenic climate change. However… * Significant of pre-industrial to modern shift in coral interannual variance is somewhat sensitive to the choice of null, and different testing periods will give you slightly different significance levels. Full investigation of significance will be reported in Grothe et al., in prep
  • 22. Evidence that (late) 20th century interannual variance is stronger than pre-industrial values: Li et al., 2013 à tree rings from Java McGregor et al., 2013 à Pacific multi-proxy Liu et al., in revision à Taiwan tree δ18O Cobb et al., 2013; Grothe et al., in prep à Line Islands coral δ18O
  • 23. All paleo-ENSO records rely (to varying extents) on hydrological response to ENSO SST anomalies. So now we have a new question: Is ENSO SST variance already increasing? or Are we already seeing “more rainfall bang for our SST anomaly buck” that models project for the 21st century? (Power et al., 2013; Cai et al., 2014)
  • 25. Frontiers and opportunities paleo-data assimilation nal of Geophysical Research: Atmospheres 10.1002/2016JD024751 Figure 1. Conceptual framework for the Last Millennium Reanalysis, outlining our paleoassimilation approach. Starting from the prior (a collection of simulated climate states) from which random draws are pulled, the states are mapped Hakim et al., JGR-Atm, 2016
  • 26. Past trips: Aug 2014 March 2015 July 2015 Nov 2015 April 2016 Team: Kim Cobb (Georgia Tech, paleoclimate) Julia Baum (U. Victoria, ecologist) Ruth Gates (UH, coral ecologist) Mark Merrifield (UH, phys. oceanography) Brian Powell (UH, phys. oceanography) Samantha Stevenson (NOAA, climate scientist, ocean modeler) Planned trips: Nov 2016 April 2017 Research Goals: data assimilation of coral δ18O data (iso-ROMS) à reanalysis products integrated climate and ecological impact study over 2015/16 El Niño and beyond Frontiers and opportunities
  • 27. Summary The paleoclimate community needs CLIVAR to unlock the vast potential of their data.
  • 28. Summary The paleoclimate community needs CLIVAR to unlock the vast potential of their data. CLIVAR needs the paleoclimate community to address some of the most pressing questions concerning the impacts of anthropogenic climate change.
  • 29. Summary The paleoclimate community needs CLIVAR to unlock the vast potential of their data. CLIVAR needs the paleoclimate community to address some of the most pressing questions concerning the impacts of anthropogenic climate change. Rapid progress is possible but requires interdisciplinary teams of scientists working towards shared goals.