Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental...
Transcript of Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental...
![Page 1: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/1.jpg)
Tim LentonSchool of Environmental Sciences, University of East Anglia, Norwich
With special thanks to Valerie Livina, John Schellnhuber, Frank Kwasniok
Early warning of climate tipping points
![Page 2: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/2.jpg)
Outline
Tipping elements
Risk assessment
Early warning
![Page 3: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/3.jpg)
Two types of tipping point
Bifurcation
![Page 4: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/4.jpg)
Two types of tipping point
Bifurcation No bifurcation
![Page 5: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/5.jpg)
= High growth
= Mid growth
= Low growth
Policy relevant forcing range
IPCC (2007)
![Page 6: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/6.jpg)
Tipping elements in the climate system
October 11, 2010
Revised from original in Lenton et al. (2008) PNAS 105(6): 1786-1793
![Page 7: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/7.jpg)
Results from literature review and workshop
Lenton & Schellnhuber (2007) Nature Reports Climate Change
Estimates of proximity
![Page 8: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/8.jpg)
Likelihood of tipping
Kriegler et al. (2009) PNAS
10.1073/pnas.0809117106
Greenland
Atlantic
Antarctica
Amazon
El Niño
Imprecise probability statements from experts formally combined
Under 2-4 °C warming: >16% probability of passing at least one of five tipping points
Under >4 °C warming: >56% probability of passing at least one of five tipping points
![Page 9: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/9.jpg)
Impacts of tipping
Allianz / WWF report:
Increased sea level rise
+$25,158 billion exposed assets in port megacities
Indian summer monsoon disruption
Amazon dieback and drought
Aridification of southwest North America
October 11, 2010
Lenton, Footitt & Dlugolecki (2009) http://assets.panda.org/downloads/plugin_tp_final_report.pdf
Populations exposed to 1-in-100-yr flood events
![Page 10: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/10.jpg)
Tipping element risk assessment
Tipping element Likelihood of
passing a tipping
point
(by 2100)
Relative
impact** of
change in state
(by 3000)
Risk score
(likelihood x
impact)
Risk ranking
Arctic summer sea-ice High Low 3 4
Greenland ice sheet Medium-High* High 7.5 1 (highest)
West Antarctic ice sheet Medium* High 6 2
Atlantic THC Low* Medium-High 2.5 6
ENSO Low* Medium-High 2.5 6
West African monsoon Low High 3 4
Amazon rainforest Medium* Medium 4 3
Boreal forest Low Low-Medium 1.5 8 (lowest)
October 11, 2010
*Likelihoods informed by expert elicitation
**Initial judgment of relative impacts is my subjective assessment
Impacts depend on human responses hence are more epistemologically contested
than assigning likelihoods to events (Stirling 2003 ‘Risk, uncertainty and precaution…’)
![Page 11: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/11.jpg)
Prospects for bifurcation early warning
October 11, 2010
Generic early warning signals:
Slowing down
Increasing variability
Skewness of responses
Flickering between states System being
forced past a
tipping point
Lenton et al. (2008) PNAS 105(6): 1786-1793
Held & Kleinen (2004) Geophysical Research Letters 31: L23207
![Page 12: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/12.jpg)
Model test of early warning method
CLIMBER-2 intermediate complexity model
Linear increase in CO2 from 280 to 800 ppmv
Stochastic perturbation of freshwater forcing
Held & Kleinen (2004) Geophysical Research Letters 31: L23207
![Page 13: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/13.jpg)
Fully 3-D dynamical model test
October 11, 2010
Lenton et al. (2009) Phil. Trans. A 367: 871-884
Early warning indicator from
autocorrelation function
Early warning indicator from
detrended fluctuation analysis
Atlantic meridional overturning circulation
GENIE-2 model
![Page 14: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/14.jpg)
October 11, 2010
Paleo-data test of early warning method
Livina & Lenton (2007) Geophysical Research Letters 34: L03712
Greenland ice-core regional
temperature record
Early warning indicator from
detrended fluctuation analysis
Early warning indicator from
autocorrelation function
![Page 15: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/15.jpg)
Detecting the number of system states
October 11, 2010
Livina, Kwasniok & Lenton (2010) Climate of the Past, 6: 77-82
New method; „potential analysis‟:
Assume polynomial potential and random noise
Estimate number of states (i.e. order of polynomial)
Estimate noise level
Derive potential coefficients and hence shape of potential
Number of states: 1, 2, 3, 4
![Page 16: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/16.jpg)
Changing number of climate states
Livina, Kwasniok & Lenton (2010) Climate of the Past, 6: 77-82
Number of states: 1, 2, 3, 4
![Page 17: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/17.jpg)
European monthly temperature anomaly (1659-2004)
October 11, 2010
Livina et al. (in revision) Climate Dynamics
Number of states:
1, 2, 3, 4
![Page 18: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/18.jpg)
Atlantic Multi-decadal Oscillation(1856-present)
Livina et al. (in revision) Climate Dynamics
Number of states: 1, 2, 3, 4
![Page 19: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/19.jpg)
October 11, 2010
Conclusion
Tipping elements in the climate system could be triggered this century by anthropogenic forcing
The Greenland and West Antarctic ice sheets probably represent the largest risks
Some tipping points can be anticipated in principle, but sufficiently high-resolution, long records are often lacking
A change in the number of climate states can be detected, in a noisy climate system that is moving between states
Improved understanding is needed to help policy makers “avoid the unmanageable and manage the unavoidable”
![Page 20: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/20.jpg)
Find out more
http://knowledge.allianz.com/climate_tipping_points/climate_en.html
October 11, 2010
![Page 21: Early warning of climate tipping points - Watts Up With ... · Tim Lenton School of Environmental Sciences, University of East Anglia, Norwich ... John Schellnhuber, Frank Kwasniok](https://reader036.fdocuments.us/reader036/viewer/2022070804/5f03565f7e708231d408b757/html5/thumbnails/21.jpg)
Example of transition (but not bifurcation)
ACF-propagator (without detrending) is more sensitive to transitions
Sigmoid function with red noise, fluctuation exponent 0.7
Livina, Ditlevsen, Lenton (submitted) Nonlinear Processes in Geophysics