E - Changing Return Periods
2010 Relating sea level rise to storm return time for NYC
2012 Estimated return period for low precipitation events has gotten somewhat shorter, for temperature extremes MUCH shorter
2012 Models clearly project changes in heat extreme return periods (see NA detail)
2012 Models clearly project precipitation extreme impact return periods over time (see NA detail)
2012 Return periods have changed
2012 The probabilty of warm winters in UK is 60 times more likely
2050-2100 (2012) Projected return period for today’s 1 in 20 years annual maximum temperatures
2080-2100 (2012) The frequency of what today are 1 in 20 year events
Annual precipitation return periods - Chesapeake Bay
Change in hurricane probability to 2060
Change in precipitation return values per 1 degree of warming
Change in return period for an extreme event due to a trend in the mean
Changing U.S. frequency of 1 in 20 year events by 2099
Evolution of precipitation return periods - Chesapeake Bay
Evolution of Precipitation return periods - Chesapeake Bay
Probability of a major hurricane strike in MA increases significantly
Return period for climate risks posing a threat to government budgets
The 25-year flood baseline
U.S. change in extreme precipitation 2050 RCP4.5
When does the 5-year event become the .2 year event
Worst Case Climate Change TOC
E - Changing Probability Distributions
E - Climate Change Fingerprint
Infographic - 2015 Temperature Anomaly
I:AcceleratedIceFreeArctic
I:AcceleratingClimateChange
I:BadLuckwithLongTailRiskEvents
I:BlackSwansofClimateChange
I:BusinessActingTooEarlyvsTooLate
I:BusinessDisruptionasBusinessRisk
I:ClimateasThreatMultiplier
I:ClimatePolicyasBusinessRisk
I:ClimateSensitivityUnderestimated
I:ClimateUncertaintyasRisk
I:CloudRelatedWarmingUnderestimated
I:ConflictOverArcticResources
I:DangerousClimateChange (Deep Dive)
I:DeepAdaptation (Deep Dive)
I:Economic/SocialCollapseNarrative
I:EmissionsIntensityasInvestmentRisk
I:IndirectImpactsasBusinessRisk
I:InevitablePolicyResponse
I:InvestorResponseasBusinessRisk
I:LandUseandOceanCO2SinksSaturate
I:Litigation/LiabilityasBusinessRisk
I:LowCarbonTransitionasInvestmentRisk
I:MarketTransformationasBusinessRisk
I:PermafrostMethaneReleasesUnderestimated
I:PhysicalImpactsasBusinessRisk
I:PlanetaryBoundaries (Deep Dive)
I:RiskDisclosureasBusinessRisk
I:ScenarioPlanningGeneral (Deep Dive)
I:SocialLicensetoOperateasBusinessRisk
I:SupplyChainDisruptionasBusinessRisk
I:SystemicClimateRisk (Deep Dive)
I:SystemicRiskasBusinessRisk
I:SystemicRiskMateriality
I:UnacceptableClimateChange
I:UnderseaMethaneReleasesUnderestimated
I:UnknownUnknownsofClimateChange
S - Climate Change Systemic Risk
S - Probabilistic Decision-Making
S - Worst Case Climate Change
N - Systemic Climate Risk
N - Worst Case Climate Change
E - 2020 - 2030 Low Carbon Pathways
E - 2050 Emissions Pathways
E - Communicating shifting extremes
E - Fingerprint - Arctic Ice
E - Fingerprint - Fire Regimes
E - Fingerprint - Flooding
E - Fingerprint - Heat Extremes
E - Forecasted Probabilities
E - Manifestations of climate risk
E - Worst Case Climate Change
Small average changes in temperature can hide dramatic changes at extremes
1oC - Arctic sea ice volume to 2019
1oC - Average global temperature change to 2020
1oC - Socioeconomic impacts of climate change already manifesting
1900-2010 (2011) Anomalies are clearly trending towards hot and very hot temperatures
1900-2010 (2011) U.S. temperature anomalies not nearly as clear as other parts of the world
1900-2100 (2008) Change in daily heavy precipitation events, with uncertainty
1950-2010 (2011) Fraction of surface area that's cold or hot shifting significantly
1950-2010 (2011) One can see a systematic warming signal in a number of regions
1950-2010 (2011) The extreme heat tail of anomalies has shifted by 1 SD over 3 decades
1950-2010 (2011) We can track how annual anomalies diverge in terms of SDs from the baseline
1950-2011 (2011) The fraction of land area with very high extremes is increasing
1955-2007 (2011) We can track how surface temperatures are changing over time
1955-2011 (2011) The proportion of surface area displaying >3 SDs is growing significantly
1975-2015 Northern Hemisphere Snow Cover is decreasing
1990-2005 Observed SLR vs. model projections
2003 The salinity of oceans is decreasing
2007 Cooling degree days in the U.S.
2007 Heating degree days in the U.S.
2008 And it's worse than we anticipated
2009 Acreage burned is increasing
2009 Area of Greenland subject to melting each year
2009 Choosing the right strategy in probability space
2009 Discharge of Greenland ice streams is accelerating
2009 Picture of surface melt on Greenland
2009 Risk of temperature directly related to concentrations, and varies widely over time
2009 Snapshot of ocean acidification
2009 Water stress - the ratio between withdrawal and availability - 2000
2009 We're losing a lot of ice mass in Greenland and Antarctica
2010 In probability distributions, modes and means and uncertainty are important
2010 rainfall anomaly against future probability distributions
2011 10 Warmest Years on Record
2011 In mountain glaciers
2011 Observed sea level rise over last 12 years
2011 Was a Year of Weather and Climate Extremes
2011 Why are we confident that observed warming is anthropogenic?
2011 Why are we confident that observed warming is anthropogenic? (2)
2012 - 2014 precipitation anomalies in Western U.S. (no long-term trend)
2012 10-fold increase in extreme heat events
2012 Extreme events are growing in probability faster than projected by the models
2012 In parts of East Africa there has been a substantial decrease in normal rainy seasons
2012 Model ensembles show shifts towards warmer and drier conditions from 1960's to present
2012 Ratio of high to low records in the U.S. 1950's to 2000's
2012 Significant weather related losses of 2011
2012 Western Pacific temperatures have been increasing
2013 Extreme precipitation in the U.S. is increasing
2013 Probability of catastrophe by treatment
2013 Since 1895, annual average air temperatures in CA have increased about 1.5oF
2013 Statewide average temperature trends mask major differences within the state
2013 temperatures against future probability distribution
2014 - Nightime temperature increases
2014 Earth’s Surface Temperature
2014 Global temperature vs. CO2
2014 Long-term warming and short-term variations
2014 Percentage of west in summer drought
2014 precipitation anomalies in Europe and South America
2014 Tornado Count for U.S.
2014 U.S. acres burned 1980 - 2013
2014 U.S. flooding has changed
2015 1,000 years of change
2015 Crop Moisture Stress Index (CMSI)
2015 Record high temperatures
2015 Temperature increase
2015 The Waggonwaybreen glacier 1900 - 2015
2016 All 10 indicators of climate change are "positive"
2016 Annual area burned in the U.S. 1984 - 2012
2016 Annual mean surface temperature anomaly
2016 Billion-dollar weather events 1980 2015
2016 Changing likelihood of extreme events
2016 Climate anomalies of 2015
2016 Comparison of El Nino strength and temperature trend
2016 Decadal mean surface temperature anomaly
2016 Global surface temperature, annual and running mean
2016 Global temperature anomalies vs. 20th century average
2016 ocean temperature anomaly against future probability distribution
2017 Changing Cold Hardiness zones in Oregon to 2050
2017 Components of sea level rise
2017 It's all about probabilities
2017 Land and ocean temperature percentiles
2017 Oceans absorbing heat
2019 A cumulative distribution function (CDF) transforms a probability distribution into an exceedance curve from 0 to 100%. A complementary CDF (CCDF) does the reverse, from 100% to 0%
2019 How did daily U.S. temperatures devitate from the historical average?
2019 How much have maximum and minimum temperatures already changed?
2019 Number of Extreme Heat Days in Australia
2030-2050 (2020) Risk of >15% global yield failure increases 2x and 5x
2040 (2013) Median Projected Change in 1% Annual Flood Discharge
2040 (2013) Median Projected Change in SFHA
2050 (2014) Planting zone changes over time
2050 (2020) Economic impact of extreme flood could be 5-10 times greater than today
2060 (2013) Median Projected Change in 1% Annual Flood Discharge
2060 (2013) Median Projected Change in SFHA
2080 (2013) Median Projected Change in 1% Annual Flood Discharge
2080 (2013) Median Projected Change in SFHA
2100 (2013) Median Projected Change in 1% Annual Flood Discharge
2100 (2013) Median Projected Change in Flood Hazard Parameter
2100 (2013) Median Projected Change in SFHA for 2100
2100 (2013) Monte Carlo Distribution for 1% Annual Flood Discharge change
Abnormal markets - stock exchange not normally distributed
Accelerating extreme heat on land
And rising trends in loss events
Annual area burned by wildfire is increasing rapidly
Annual number of large wildfires vs. average temperatures in the Western U.S.
Arctic Ice - Record Low Maximum
Arctic sea ice is disappearing faster than expected
Arctic Sea Ice • Climate Change
Arctic Sea Ice Thinning: Winter
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Headings - Extracted Materials
E - Changing Return Periods
Extracted Graphics | Extracted Ideas
Known and Unknown Long Tailed Climate Risks
Under-Estimating Climate Risk