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Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

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Page 1: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic
Page 2: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Insights – Climate Change Risks

Presented by Tim Andrews,

Emma Herd and Sarah Barker

Page 3: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

© 2016 Finity Consulting Pty Limited

Intensity & frequency of stormsClimate Change Risks – Insights Seminar Actuaries Institute

Presented by Tim Andrews | September 2016

Page 4: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Climate scientists tell us

4

“We can expect fewer storms, but they will be

more intense” ?

Page 5: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

A layperson’s take on the

science

Page 6: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Many types of storms. I refer to these three types:

1) Thunderstorms (aka Convective Storms)

2) Synoptic Lows (aka Extratropical

Cyclones, Mid-latitude Cyclones)

- Include East Coast Lows (ECLs)

3) Tropical Cyclones (aka Typhoons,

Hurricanes)

6

“There are many

types of storms, and

sorting out how

aspects of each type

respond to warming is

where the science

gets interesting.”

Anthony Del Genio

NASA

Page 8: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

But……decrease in equator to pole

temperature gradient will be important

8

IPCC, 2014: Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of

the Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva,

Switzerland, 151 pp.

Page 9: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

9

Page 11: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

What can we see in the

experience?

Page 12: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Intensity of rainfall

12

Page 13: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Study of 40,000 storms

Study of 40,000 storms in Australia

across 30 years at 79 locations

precipitation over 6 minute intervals

More intense extreme rainfall events

At this stage increase appears modest

– around 2% per 1oC.

Wasko et al, 2015

13

That is 17 storms

per location p.a.

Page 14: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Weather station data - Cairns

14

0

20

40

60

80

100

120

Jan-

04

Mar

-04

May

-04

Jul-0

4

Sep-

04

Nov

-04

Jan-

05

Mar

-05

May

-05

Jul-0

5

Sep-

05

Nov

-05

Jan-

06

Mar

-06

May

-06

Jul-0

6

Sep-

06

Nov

-06

Jan-

07

Mar

-07

May

-07

Jul-0

7

Sep-

07

Nov

-07

Jan-

08

Mar

-08

May

-08

Jul-0

8

Sep-

08

Nov

-08

Jan-

09

Mar

-09

May

-09

Jul-0

9

Sep-

09

Nov

-09

Jan-

10

Mar

-10

May

-10

Jul-1

0

Sep-

10

Nov

-10

Jan-

11

Mar

-11

May

-11

Jul-1

1

Sep-

11

Nov

-11

Jan-

12

Mar

-12

May

-12

Jul-1

2

Sep-

12

Nov

-12

Jan-

13

Mar

-13

May

-13

Jul-1

3

Sep-

13

Nov

-13

CAIRNS

1. N 2. NNE 3. NE 4. ENE 5. E 6. ESE 7. SE 8. SSE 9. S 10. SSW 11. SW 12. WSW 13. W 14. WNW 15. NW 16. NNW

Cyclone Larry

Cyclone Yasi

Page 15: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Weather station data – Melbourne

15

0

20

40

60

80

100

120

Jan-

04

Mar

-04

May

-04

Jul-0

4

Sep-

04

Nov

-04

Jan-

05

Mar

-05

May

-05

Jul-0

5

Sep-

05

Nov

-05

Jan-

06

Mar

-06

May

-06

Jul-0

6

Sep-

06

Nov

-06

Jan-

07

Mar

-07

May

-07

Jul-0

7

Sep-

07

Nov

-07

Jan-

08

Mar

-08

May

-08

Jul-0

8

Sep-

08

Nov

-08

Jan-

09

Mar

-09

May

-09

Jul-0

9

Sep-

09

Nov

-09

Jan-

10

Mar

-10

May

-10

Jul-1

0

Sep-

10

Nov

-10

Jan-

11

Mar

-11

May

-11

Jul-1

1

Sep-

11

Nov

-11

Jan-

12

Mar

-12

May

-12

Jul-1

2

Sep-

12

Nov

-12

Jan-

13

Mar

-13

May

-13

Jul-1

3

Sep-

13

Nov

-13

MELBOURNE

1. N 2. NNE 3. NE 4. ENE 5. E 6. ESE 7. SE 8. SSE 9. S 10. SSW 11. SW 12. WSW 13. W 14. WNW 15. NW 16. NNW

Page 16: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Finity’s storm score – capital cities

16

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1949

1952

1955

1958

1961

1964

1967

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

2003

2006

2009

2012

2015

Melbourne Adelaide Hobart Perth

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1949

1952

1955

1958

1961

1964

1967

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

2003

2006

2009

2012

2015

Brisbane Canberra Darwin Sydney

Page 17: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

More detail on Adelaide

17

0

2

4

6

8

10

12

1008

1010

1012

1014

1016

1018

1020

1963

1965

1967

1969

1971

1973

1975

1977

1979

1981

1983

1985

1987

1989

1991

1993

1995

1997

1999

2001

2003

2005

2007

2009

2011

2013

2015

hPa

MSLP - 10Yr Rolling Average Density of Lows - 10Yr Rolling Average

0.0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1.0

1963

1965

1967

1969

1971

1973

1975

1977

1979

1981

1983

1985

1987

1989

1991

1993

1995

1997

1999

2001

2003

2005

2007

2009

2011

2013

2015

Storm Score - 10Yr Rolling Average

Page 18: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

ICA natural disaster event costs

18

0

1

2

3

4

5

6

7

8

19

671

968

19

691

970

19

711

972

19

731

974

19

751

976

19

771

978

19

791

980

19

811

983

19

841

985

19

861

987

19

881

989

19

901

991

19

921

994

19

951

996

19

971

998

19

992

000

20

012

002

20

032

004

20

052

006

20

072

008

20

092

010

20

112

012

20

132

014

20

152

016

Infl

ate

d C

ost

($

b)

Financial YearStorm Ex Storm

Page 19: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Summary

Page 20: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Summary – Changes in storms

20

1) Difficult to assess

2) Vary by region

3) Normal cycles remain important

4) Impacts to date modest, as we would expect

5) Data broadly consistent with the science

6) Storm surge to be the most significant impact?

Page 21: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

21

Contact

Tim Andrews

Principal

Tel: +61 2 8252 3385

Mobile: 0405 189 549

www.finity.com.au

Page 22: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Emma Herd

CEO

INVESTOR GROUP ON

CLIMATE CHANGE

The Actuaries Institute

29 September 2016

Page 23: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

• Defining carbon risk

• How does carbon risk become a financial risk?

• What is happening internationally?

• What are investors doing?

Quick summary

Page 24: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

The Paris Agreement creates a pathway and a process for ongoing change. This is acting as an investment signal.

The ‘Paris Agreement’

Paris

NDCs

Review & ratchet

Net zero emissions

2/1.5C

Page 25: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

“climate change is a TRAGEDY OF THE HORIZON which imposes a cost on future generations that the current one has no direct incentive to fix”

“SUCCESS IS FAILURE…too rapid a movement towards a low carbon economy could materially damage financial stability”

Climate as financial risk (and opportunity)

Page 26: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Policy/regulatory response

Physical impacts

Market transformationTechnological

disruption

Carbon Risk

TRANSITION RISK and PHYSICAL RISK dimensions

What is carbon risk?Liab

ility risk

Page 27: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Possible trajectories of carbon emissions, modelled on basis of using global ‘2°C carbon budget’ by 2100 (>66% of less than 2°C, emissions shown until 2050)

Transition risk = how steep is the turn?

https://www.esrb.europa.eu/pub/pdf/asc/Reports_ASC_6_1602.pdf

Page 28: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Re-evaluation Climate Change

Re-pricing of carbon intensive

assets

Exposureof banks

Fossil fuels

Energy costs

TransmissionInfrastructure

Increasing impacts/cost

of physical change

Energy

How does this become a systemic risk?

Page 29: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

France

French Energy Transition Law

International action

A quick look at two exemplars

China

Green Finance

Page 30: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Good data = good pricing = good investment

1. Strengthen and standardize corporate disclosure

2. Related exposures of financial companies stress tested against transition scenarios

3. Additional guidance and application of financial risk management tools and frameworks to carbon risk.

Page 31: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

The objective of the TCFD is to promote climate-related disclosures that will:

1. Support informed investment, credit and insurance underwriting decisions about reporting companies

2. Enable a variety of stakeholders to understand the concentrations of carbon-related assets in the financial sector and the financial system’s exposures to climate-related risk

Financial Stability Board (2015, November 9). Proposal for a disclosure task force on climate-related risks.

Disclosure is key to unlocking capital shift

Page 32: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

What outcomes are we likely to see?

Speech delivered 22 September. www.bankofengland.co.uk

“Investors need to see the strategic as well as the static”

• Governance • Completeness• Comparability • Forward looking • Scenario analysis• A proportionate response• A commercial response• Engagement with financial

regulators?

Page 33: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

1. Measuring

2. Decarbonizing

3. Investing

4. Engaging

What are investors doing?

Page 34: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

www.investorsonclimatechange.org

Growing investor collaboration

Page 35: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

http://www.unepfi.org/work-streams/property/sustainablerei/

Developing tools, integrating into processes

Page 36: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

• Understanding the risks

• Getting better at asking the right questions

• Identifying interdependencies and the risk of maladaptation

• Looking at capital requirements (capex vs opex) and the cost benefit analysis

• Looking at risks specific to industry sectors

Preparing for adaptation / physical risk

Page 38: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Liability risks - corporate governance &

disclosure

Sarah Barker B.Com LLB (Hons) M.Env MAICD

Special Counsel, Minter Ellison

Insights: Climate Change Risks

Sydney, 29 September 2016

Page 39: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Bank of England framework• Referencing climate risk framework adopted by Bank of England

Prudential Regulation Authority

– Physical – ecological impacts: gradual onset and catastrophic

– Economic transition – market impacts driven by policy, technology,

social responses to those physical risks

– Liability consequences – failure to mitigate, adapt or disclose

Page 40: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Liability exposure issues• Focus: prevailing corporate laws

– Corporate risk exposure? (eg negligence, misleading or

deceptive conduct)

– Directors’ liability exposure? (eg fiduciary duties, misleading or

deceptive conduct)

• Consider impacts on

– risk/valuation/ratings issues;

– ‘feedback loop’ – driver of behavioural change; and

– financial lines insurances?

Page 41: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

CORPORATE LIABILITY RISKS?

Page 42: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Negligence• Negligence – failure to manage material foreseeable risks

associated with climate change

– Damage to third parties and shareholders

– Litigation frontiers eg Illinois Farmers Insurance v Chicago

• Consider: failure to include in actuarial models?

Page 43: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Misleading disclosure• Statements and omissions

– Valuation assumptions and methodologies, line items and forward-looking risk statements?

• Line items– Asset valuations and revaluations – eg Shell, Exxon

• Assumptions and methodologies– Models fail to provide for relevant risks – eg NAB

• Adequate caveats / forward looking risk disclosures– General, boilerplate cautionary language may not be meaningful

– In re Harman Securities Lit’n (US, 2015): ‘a person who warned his hiking companion to walk slowly because there might be a ditch ahead when he knows with near certainty that the Grand Canyon lies one foot away’

Page 44: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Application of general rules in

climate context• International regulators beginning to apply general disclosure

requirements in climate change context

– NY Attorney General – Peabody U.S. Assurance of

Discontinuance

– ExxonMobil – investigations by AG’s in 20 US States

Page 45: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Specific guidance• US - SEC Guidelines; California Insurance Commissioner

• EU – Directive on Institutions for Occupational Retirement

Provision; Non-Financial Disclosure Guidelines; France Energy

Transition Law Article 173

• Global – World Federation of Exchanges; G20 Financial

Stability Board (Bloomberg TCFD)

• Australia – Senate Eco Refs Committee; APRA

Page 46: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

DIRECTOR EXPOSURES?

Page 47: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Fiduciary duties• Duty to exercise due care and diligence in the pursuit of the

corporation’s (or beneficiaries’) best interests

• What does that mean in practice?

Page 48: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Due care and diligence• Post-Centro professionalism and pro-activity – the ‘4 E’s’

of DCD

– Unlikely to be reasonable: • denial

• ignorance/presumption

• uncertainty paralysis

• default to regulatory or peer baseline

• Litigation frontiers

– Coal pension cases

– Client Earth

Page 49: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

What do these liability

risks mean for actuarialpractice???

Page 50: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Issues to consider – initial thoughts

• What do we need to do to ensure that these risks are being efficiently incorporated into our models? What does our due care and diligence look like?

• Asset valuations and re-valuations?

• Credit ratings – sovereign, corporate and product/debt instruments? How do uncertainties and tail risk factor into drivers/outlooks?

• Portfolio valuations?

• Bad debt provisioning?

• Risk assessment, pricing and premia?

• Opportunities as well as risks (climate bonds etc)?

• Forward-looking disclosures?

• Adjustment of models on individual company and sectoral basis?

• Litigation as a material financial risk in itself – who is most exposed, what are the potential exposures?

• Insurances - what does this mean beyond property to financial lines – including PI?

Page 51: Intensity & frequency of storms - Actuaries Institute · 2016. 10. 4. · Many types of storms. I refer to these three types: 1) Thunderstorms (aka Convective Storms) 2) Synoptic

Questions?