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Volumn 155, Issue 6, 2007, Pages 1795-1842

Climate change, insurability of large-scale disasters, and the emerging liability challenge

Author keywords

[No Author keywords available]

Indexed keywords


EID: 34548057819     PISSN: 00419907     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (62)

References (118)
  • 1
    • 34548082138 scopus 로고    scopus 로고
    • WORLD ECONOMIC FORUM, GLOBAL RISKS 2007, at 4 (2007), available at http://www.weforum.org/ pdf/CSI/Global_Risks_2007.pdf.
    • WORLD ECONOMIC FORUM, GLOBAL RISKS 2007, at 4 (2007), available at http://www.weforum.org/ pdf/CSI/Global_Risks_2007.pdf.
  • 2
    • 34548064699 scopus 로고    scopus 로고
    • A prepublication version of the is available at
    • NICHOLAS STERN, STERN REVIEW: THE ECONOMICS OF CLIMATE CHANGE i (2007). A prepublication version of the Stern Review is available at http://www.hm-treasury.gov.uk/indepenent_reviews/ stern_review_economics_climate_change/stern_review_report.cfm.
    • (2007) Stern Review, CHANGE i
    • STERN, N.1    REVIEW, S.2    ECONOMICS, T.3    CLIMATE, O.4
  • 3
    • 34548105272 scopus 로고    scopus 로고
    • Id
    • Id.
  • 4
    • 34548083499 scopus 로고    scopus 로고
    • Climate Group Interview with John Coomber, former CEO of Swiss Reinsurance Co., available at http://www.swissre.com/internet/pwswpspr. nsf/fmBookMarkFrameSet?ReadForm&BM=../vwAllbyIDKeyLu/rscd-6necs4? OpenDocument (last visited May 1, 2007).
    • Climate Group Interview with John Coomber, former CEO of Swiss Reinsurance Co., available at http://www.swissre.com/internet/pwswpspr. nsf/fmBookMarkFrameSet?ReadForm&BM=../vwAllbyIDKeyLu/rscd-6necs4? OpenDocument (last visited May 1, 2007).
  • 5
    • 34548082930 scopus 로고    scopus 로고
    • AM. INT'L. GROUP, AIG'S POLICY AND PROGRAMS ON ENVIRONMENT AND CLIMATE CHANGE 1 (2006), available at http://media.corporate-ir.net/ media_files/irol/76/76115/aig_climate_change_updated.pdf;
    • AM. INT'L. GROUP, AIG'S POLICY AND PROGRAMS ON ENVIRONMENT AND CLIMATE CHANGE 1 (2006), available at http://media.corporate-ir.net/ media_files/irol/76/76115/aig_climate_change_updated.pdf;
  • 6
    • 34548089777 scopus 로고    scopus 로고
    • see also AIG Adopts Policy on Climate Change, INS. J., May 17, 2006, available at http://www.insurancejournal.com/news/ international/2006/05/17/68491.htm.
    • see also AIG Adopts Policy on Climate Change, INS. J., May 17, 2006, available at http://www.insurancejournal.com/news/ international/2006/05/17/68491.htm.
  • 7
    • 34548089778 scopus 로고    scopus 로고
    • SWISS REINSURANCE CO., SIGMA, NO. 1, NATURAL CATASTROPHES AND MAN-MADE DISASTERS IN 2004, at 3 (2005), available at http://www.swissre.com/Internet/pwsfilpr.nsf/vwFilebyIDKEYLu/MPDL-6A2D64/ $FILE/sigmal_2005_e.pdf.
    • SWISS REINSURANCE CO., SIGMA, NO. 1, NATURAL CATASTROPHES AND MAN-MADE DISASTERS IN 2004, at 3 (2005), available at http://www.swissre.com/Internet/pwsfilpr.nsf/vwFilebyIDKEYLu/MPDL-6A2D64/ $FILE/sigmal_2005_e.pdf.
  • 8
    • 34548063608 scopus 로고    scopus 로고
    • SWISS REINSURANCE CO., SIGMA, NO. 2, NATURAL CATASTROPHES AND MAN-MADE DISASTERS 2005 (2006), at 3, available at http://www.swissre.com/Internet/pwsfilpr.nsf/vwFilebyIDKEYLu/EWAL-6MBJQ2/ $FILE/Sigma2_2006_e.pdf.
    • SWISS REINSURANCE CO., SIGMA, NO. 2, NATURAL CATASTROPHES AND MAN-MADE DISASTERS 2005 (2006), at 3, available at http://www.swissre.com/Internet/pwsfilpr.nsf/vwFilebyIDKEYLu/EWAL-6MBJQ2/ $FILE/Sigma2_2006_e.pdf.
  • 9
    • 34548105271 scopus 로고    scopus 로고
    • Id
    • Id.
  • 10
    • 34548070623 scopus 로고    scopus 로고
    • There is a growing literature studying the evolution of insured losses due to major catastrophes in the world. Total figures differ from one source to another, mainly due to divergent definitions of a catastrophe, yet all reach the same conclusion. For example, natural disasters inflicting insured losses above $38.7 million or total losses above $77.5 million are considered a major catastrophe by Swiss Re (we use this threshold in Figure 1, Id. at 38. Munich Re uses a higher threshold. As a result, most figures used in the literature regarding the evolution of catastrophe losses underestimate the real effect on insurers. In the United States, for example, Property Claim Services (PCS) defines a catastrophe as an event that inflicts insured losses above $25 million; smaller events (even those that are repeated) are not included in the PCS catastrophe database
    • There is a growing literature studying the evolution of insured losses due to major catastrophes in the world. Total figures differ from one source to another, mainly due to divergent definitions of a "catastrophe," yet all reach the same conclusion. For example, natural disasters inflicting insured losses above $38.7 million or total losses above $77.5 million are considered a major catastrophe by Swiss Re (we use this threshold in Figure 1). Id. at 38. Munich Re uses a higher threshold. As a result, most figures used in the literature regarding the evolution of catastrophe losses underestimate the real effect on insurers. In the United States, for example, Property Claim Services (PCS) defines a "catastrophe" as an event that inflicts insured losses above $25 million; smaller events (even those that are repeated) are not included in the PCS catastrophe database.
  • 11
    • 34548066974 scopus 로고    scopus 로고
    • See ISO Props., Inc., PCS Catastrophe Serial Numbers, http://www.iso.com/products/2800/prod2802.html (last visited May 1, 2007) (PCS now defines catastrophes as events that cause $25 million or more in direct insured losses to property and that affect a significant number of policyholders and insurers.). Nonetheless, all studies of which we are aware conclude that insured catastrophe losses have rapidly increased in recent years.
    • See ISO Props., Inc., PCS Catastrophe Serial Numbers, http://www.iso.com/products/2800/prod2802.html (last visited May 1, 2007) ("PCS now defines catastrophes as events that cause $25 million or more in direct insured losses to property and that affect a significant number of policyholders and insurers."). Nonetheless, all studies of which we are aware conclude that insured catastrophe losses have rapidly increased in recent years.
  • 12
    • 34548068445 scopus 로고    scopus 로고
    • This figure is indexed to 2005 dollars. September 11, 2001 insured losses include property and business interruption. See Erwann O. Michel-Kerjan & Howard C. Kunreuther, Improving Homeland Security in the Wake of Large-Scale Disasters: Would Risk-Based All-Hazard Disaster Insurance Help in the Post-Katrina World, at slide 7 Aug. 18-19, 2006, available at, Swiss Re, and the Insurance Information Institute
    • This figure is indexed to 2005 dollars. September 11, 2001 insured losses include property and business interruption. See Erwann O. Michel-Kerjan & Howard C. Kunreuther, Improving Homeland Security in the Wake of Large-Scale Disasters: Would Risk-Based All-Hazard Disaster Insurance Help in the Post-Katrina World?, at slide 7 (Aug. 18-19, 2006), available at http://www.usc.edu/dept/create/assets/003/51953.pdf. These data are from the Wharton Risk Center, Swiss Re, and the Insurance Information Institute.
  • 13
    • 34548095792 scopus 로고    scopus 로고
    • The two most costly industrial catastrophes in regards to insurance claims over this thirty-five-year period are the explosion of the offshore oil platform Piper Alfa in the United Kingdom in July 1988, which cost about $3.2 billion to insurers, and the explosion of a petrochemical plant in the United States in October 1989, which inflicted insured damage of $2 billion (in 2004 dollars). SWISS REINSURANCE CO. 2004, supra note 6, at 34 tbl.9.
    • The two most costly industrial catastrophes in regards to insurance claims over this thirty-five-year period are the explosion of the offshore oil platform Piper Alfa in the United Kingdom in July 1988, which cost about $3.2 billion to insurers, and the explosion of a petrochemical plant in the United States in October 1989, which inflicted insured damage of $2 billion (in 2004 dollars). SWISS REINSURANCE CO. 2004, supra note 6, at 34 tbl.9.
  • 14
    • 34548070624 scopus 로고    scopus 로고
    • CATASTROPHE MODELING: A NEW APPROACH TO MANAGING RISK 25 (Patricia Grossi & Howard Kunreuther eds., 2005).
    • CATASTROPHE MODELING: A NEW APPROACH TO MANAGING RISK 25 (Patricia Grossi & Howard Kunreuther eds., 2005).
  • 15
    • 34548091710 scopus 로고    scopus 로고
    • Disasters that occurred between 2001 and 2005 are shaded in gray. See WHARTON RISK CENTER, MANAGING LARGE-SCALE RISKS IN A NEW ERA OF CATASTROPHES: REPORT ON PHASE I OF THE STUDY 5 tbl.1.1 (2007), available at http://opim.wharton.upenn. edu/risk/library/Report_on_Phase_I.pdf. Data are from the Wharton Risk Center, Swiss Re, and the Insurance Information Institute. Asterisks indicate that the figure excludes $2 to $3 billion in offshore energy losses.
    • Disasters that occurred between 2001 and 2005 are shaded in gray. See WHARTON RISK CENTER, MANAGING LARGE-SCALE RISKS IN A NEW ERA OF CATASTROPHES: REPORT ON PHASE I OF THE STUDY 5 tbl.1.1 (2007), available at http://opim.wharton.upenn. edu/risk/library/Report_on_Phase_I.pdf. Data are from the Wharton Risk Center, Swiss Re, and the Insurance Information Institute. Asterisks indicate that the figure excludes $2 to $3 billion in offshore energy losses.
  • 16
    • 34548089541 scopus 로고    scopus 로고
    • Total economic losses due to Hurricane Katrina are still not definitive
    • Total economic losses due to Hurricane Katrina are still not definitive.
  • 17
    • 34548078519 scopus 로고    scopus 로고
    • MUNICH RE GROUP, TOPICS GEO 2004 14-15 (2005), available at http://www.munichre.com/publications/302- 04321_en.pdf?rdm?457.
    • MUNICH RE GROUP, TOPICS GEO 2004 14-15 (2005), available at http://www.munichre.com/publications/302- 04321_en.pdf?rdm?457.
  • 18
    • 34548066428 scopus 로고    scopus 로고
    • Dataset obtained from Munich Re. As discussed in note 9 supra, figures differ from one source to another. Munich Re and Swiss Re, the two leading reinsurers in the world, do not use the same definition of catastrophe. Typically, Munich Re's estimates are lower than Swiss Re's, the former selecting only very large natural catastrophes, whereas the latter is less restrictive in its definition. These differences can be very important. For example, when Munich Re estimated insured loss at about $35 billion in 2004, Swiss Re's estimate was $49 billion. More generally, the Swiss Re and Munich Re data underestimate the actual total cost of natural disasters. However, they also constitute the most extensive (both in time and in scale) approximation of that sort.
    • Dataset obtained from Munich Re. As discussed in note 9 supra, figures differ from one source to another. Munich Re and Swiss Re, the two leading reinsurers in the world, do not use the same definition of catastrophe. Typically, Munich Re's estimates are lower than Swiss Re's, the former selecting only very large natural catastrophes, whereas the latter is less restrictive in its definition. These differences can be very important. For example, when Munich Re estimated insured loss at about $35 billion in 2004, Swiss Re's estimate was $49 billion. More generally, the Swiss Re and Munich Re data underestimate the actual total cost of natural disasters. However, they also constitute the most extensive (both in time and in scale) approximation of that sort.
  • 19
    • 34548094440 scopus 로고    scopus 로고
    • OECD, which stands for Organisation for Economic Co-operation and Development, is an international organization in which the thirty members, democratic countries in the world with the highest income, brainstorm ways to address the issues surrounding globalization. Organisation for Economic Co-operation and Development, http://www.oecd.org (last visited May 1, 2007).
    • OECD, which stands for Organisation for Economic Co-operation and Development, is an international organization in which the thirty members, democratic countries in the world with the highest income, brainstorm ways to address the issues surrounding globalization. Organisation for Economic Co-operation and Development, http://www.oecd.org (last visited May 1, 2007).
  • 20
    • 34548107170 scopus 로고    scopus 로고
    • SWISS REINSURANCE CO. 2004, supra note 6, at 35
    • SWISS REINSURANCE CO. 2004, supra note 6, at 35.
  • 21
    • 34548094167 scopus 로고    scopus 로고
    • Earthquakes are a major source of catastrophes as well. While not related to climate change, they can also seriously affect insurance capacity. A major earthquake in California today would be economically devastating and have a large impact on how the insurance industry could handle future catastrophes, including weather-related ones. A major earthquake in Tokyo could inflict economic losses at the trillion dollar level, with a critical impact on financial markets worldwide, and even lead to a recession
    • Earthquakes are a major source of catastrophes as well. While not related to climate change, they can also seriously affect insurance capacity. A major earthquake in California today would be economically devastating and have a large impact on how the insurance industry could handle future catastrophes, including weather-related ones. A major earthquake in Tokyo could inflict economic losses at the trillion dollar level, with a critical impact on financial markets worldwide, and even lead to a recession.
  • 22
    • 34548077289 scopus 로고    scopus 로고
    • ASS'N OF BRITISH INSURERS, FINANCIAL RISKS OF CLIMATE CHANGE 16 (2005), available at http://www.abi.org.uk/Display/File/Child/506/ Financial_Risks_of_Climate_Change.pdf.
    • ASS'N OF BRITISH INSURERS, FINANCIAL RISKS OF CLIMATE CHANGE 16 (2005), available at http://www.abi.org.uk/Display/File/Child/506/ Financial_Risks_of_Climate_Change.pdf.
  • 23
    • 34548081034 scopus 로고    scopus 로고
    • EVAN MILLS & EUGENE LECOMTE, FROM RISK TO OPPORTUNITY: HOW INSURERS CAN PROACTIVELY AND PROFITABLY MANAGE CLIMATE CHANGE 1 (2006), available at http://www.ceres.org/pub/docs/Ceres_Insurance_Climate_Report_082206.pdf.
    • EVAN MILLS & EUGENE LECOMTE, FROM RISK TO OPPORTUNITY: HOW INSURERS CAN PROACTIVELY AND PROFITABLY MANAGE CLIMATE CHANGE 1 (2006), available at http://www.ceres.org/pub/docs/Ceres_Insurance_Climate_Report_082206.pdf.
  • 24
    • 34548079650 scopus 로고    scopus 로고
    • Although not weather-related, the experience of the Kobe earthquake in 1995 highlights the potential for real cataclysms in the Tokyo region. An even bigger earthquake in Greater Tokyo could inflict economic losses in the range of $1 to $3 trillion
    • Although not weather-related, the experience of the Kobe earthquake in 1995 highlights the potential for real cataclysms in the Tokyo region. An even bigger earthquake in Greater Tokyo could inflict economic losses in the range of $1 to $3 trillion.
  • 25
    • 34548058485 scopus 로고    scopus 로고
    • U.S. BUREAU OF THE CENSUS, RESIDENT POPULATION AND APPORTIONMENT OF THE U.S. HOUSE OF REPRESENTATIVES: FLORIDA 1 (2000), available at www.census.gov/dmd/www/resapport/states/florida.pdf;
    • U.S. BUREAU OF THE CENSUS, RESIDENT POPULATION AND APPORTIONMENT OF THE U.S. HOUSE OF REPRESENTATIVES: FLORIDA 1 (2000), available at www.census.gov/dmd/www/resapport/states/florida.pdf;
  • 26
    • 34548079651 scopus 로고    scopus 로고
    • OFFICE OF ECON. & DEMOGRAPHIC RESEARCH, THE FLA. LEGISLATURE, FLORIDA DEMOGRAPHIC SUMMARY, available at http://edr.state.fl.us/population/popsummary.pdf.
    • OFFICE OF ECON. & DEMOGRAPHIC RESEARCH, THE FLA. LEGISLATURE, FLORIDA DEMOGRAPHIC SUMMARY, available at http://edr.state.fl.us/population/popsummary.pdf.
  • 27
    • 34548059330 scopus 로고    scopus 로고
    • Andrew Dlugolecki, Thoughts About the Impact of Climate Change on Insurance Claims, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS 54, 66 (Peter Höppe & Roger Pielke, Jr. eds., 2006), available at http://sciencepolicy.colorado.edu/sparc/research/projects/extreme_events/ munich_workshop/full_workshop_report.pdf.
    • Andrew Dlugolecki, Thoughts About the Impact of Climate Change on Insurance Claims, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS 54, 66 (Peter Höppe & Roger Pielke, Jr. eds., 2006), available at http://sciencepolicy.colorado.edu/sparc/research/projects/extreme_events/ munich_workshop/full_workshop_report.pdf.
  • 28
    • 34548089771 scopus 로고    scopus 로고
    • The NFIP is a public insurance program created in 1968, in which insurers play the role of intermediaries between the policyholders and the federal government. Following Hurricane Katrina, the program had to borrow $20 billion from the federal government in 2006 to meet its claims. Congress is considering substantially modifying the program.
    • The NFIP is a public insurance program created in 1968, in which insurers play the role of intermediaries between the policyholders and the federal government. Following Hurricane Katrina, the program had to borrow $20 billion from the federal government in 2006 to meet its claims. Congress is considering substantially modifying the program.
  • 29
    • 34548061679 scopus 로고    scopus 로고
    • MUNICH RE GROUP, TOPICS 2000: NATURAL CATASTROPHES-THE CURRENT POSITION 91 (1999).
    • MUNICH RE GROUP, TOPICS 2000: NATURAL CATASTROPHES-THE CURRENT POSITION 91 (1999).
  • 30
    • 34548105525 scopus 로고    scopus 로고
    • Robert P. Hartwig, Ins. Info. Inst., Hurricane Season of 2005: Impacts on U.S. P/C Insurance Markets in 2006 & Beyond, at slide 53 (Mar. 2006) available at http://server.iii.org/yy_obj_data/binary/744082_1_0/katrina. ppt.
    • Robert P. Hartwig, Ins. Info. Inst., Hurricane Season of 2005: Impacts on U.S. P/C Insurance Markets in 2006 & Beyond, at slide 53 (Mar. 2006) available at http://server.iii.org/yy_obj_data/binary/744082_1_0/katrina. ppt.
  • 31
    • 34548060493 scopus 로고    scopus 로고
    • Erwann Michel-Kerjan, Energy Infrastructure: Coping with Disasters, WHARTON RISK MGMT. REV., Fall 2005, at 7, available at http://opim.wharton.upenn.edu/risk/review/ Fall2005.pdf.
    • Erwann Michel-Kerjan, Energy Infrastructure: Coping with Disasters, WHARTON RISK MGMT. REV., Fall 2005, at 7, available at http://opim.wharton.upenn.edu/risk/review/ Fall2005.pdf.
  • 32
    • 34548075937 scopus 로고    scopus 로고
    • It is fair to say that the impact on the energy infrastructure would have been even more devastating had a major hurricane hit a city like Houston, Texas. Such a scenario would result in large-scale property and business interruption losses for oil and chemical industry firms and their insurers
    • It is fair to say that the impact on the energy infrastructure would have been even more devastating had a major hurricane hit a city like Houston, Texas. Such a scenario would result in large-scale property and business interruption losses for oil and chemical industry firms and their insurers.
  • 33
    • 23644453661 scopus 로고    scopus 로고
    • Increasing Destructiveness of Tropical Cyclones over the Past 30 Years, 436
    • Kerry Emanuel, Increasing Destructiveness of Tropical Cyclones over the Past 30 Years, 436 NATURE 686, 686 (2005).
    • (2005) NATURE , vol.686 , pp. 686
    • Emanuel, K.1
  • 34
    • 34548062748 scopus 로고    scopus 로고
    • Id. at 687
    • Id. at 687.
  • 35
    • 34548058224 scopus 로고    scopus 로고
    • Id
    • Id.
  • 36
    • 34548105269 scopus 로고    scopus 로고
    • Category 4 hurricanes have sustained winds from 131 to 155 miles per hour; Category 5 systems, such as Hurricane Katrina at its peak over the Gulf of Mexico, have sustained winds of 156 mph or more. See NATIONAL WEATHER SERVICE, NATIONAL WEATHER SERVICE MANUAL: TROPICAL CYCLONE DEFINITIONS, 3-4 (2006), available at http://www.weather.gov/ directives/sym/pd01006004curr.pdf (describing the Saffir-Simpson Hurricane Scale).
    • Category 4 hurricanes have sustained winds from 131 to 155 miles per hour; Category 5 systems, such as Hurricane Katrina at its peak over the Gulf of Mexico, have sustained winds of 156 mph or more. See NATIONAL WEATHER SERVICE, NATIONAL WEATHER SERVICE MANUAL: TROPICAL CYCLONE DEFINITIONS, 3-4 (2006), available at http://www.weather.gov/ directives/sym/pd01006004curr.pdf (describing the Saffir-Simpson Hurricane Scale).
  • 37
    • 24944475541 scopus 로고    scopus 로고
    • Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment, 309
    • P.J. Webster et al., Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment, 309 SCIENCE 1844, 1846 (2005).
    • (2005) SCIENCE 1844 , pp. 1846
    • Webster, P.J.1
  • 38
    • 34548075668 scopus 로고    scopus 로고
    • Id. at 1846 (footnote omitted). This significant increase in observed tropical cyclone intensities has also been linked to warming sea surface temperatures in another recent study.
    • Id. at 1846 (footnote omitted). This significant increase in observed tropical cyclone intensities has also been linked to warming sea surface temperatures in another recent study.
  • 39
    • 33645693579 scopus 로고    scopus 로고
    • See C.D. Hoyos et al., Deconvolution of the Factors Contributing to the Increase in Global Hurricane Intensity, 312 SCIENCE 94, 96 (2006) (The implication of these results is that the strong increasing trend in [Category 4 and 5 cyclones] for the period 1970-2004 is directly linked to the trend in tropical [sea surface temperature], and that other aspects of the tropical environment, although they influence shorter-term variations in hurricane intensity, do not contribute significantly to the global trend of increasing hurricane intensity.).
    • See C.D. Hoyos et al., Deconvolution of the Factors Contributing to the Increase in Global Hurricane Intensity, 312 SCIENCE 94, 96 (2006) ("The implication of these results is that the strong increasing trend in [Category 4 and 5 cyclones] for the period 1970-2004 is directly linked to the trend in tropical [sea surface temperature], and that other aspects of the tropical environment, although they influence shorter-term variations in hurricane intensity, do not contribute significantly to the global trend of increasing hurricane intensity.").
  • 40
    • 29244471745 scopus 로고    scopus 로고
    • Indeed, a spirited debate persists on this issue. Compare Christopher W. Landsea, Hurricanes and Global Warming, 438 NATURE E11, E11-E12 (2005) (questioning the data used in Emanuel, supra note 30, by suggesting that earlier estimates of hurricane wind speed may have underestimated the true figures),
    • Indeed, a spirited debate persists on this issue. Compare Christopher W. Landsea, Hurricanes and Global Warming, 438 NATURE E11, E11-E12 (2005) (questioning the data used in Emanuel, supra note 30, by suggesting that earlier estimates of hurricane wind speed may have underestimated the true figures),
  • 41
    • 29244434112 scopus 로고    scopus 로고
    • with Roger Pielke, Jr. et al., Are There Trends in Hurricane Destruction?, 438 NATURE E11 (2005) (criticizing the index proposed in Emanuel, supra note 30, as a misleading indication of destructiveness),
    • with Roger Pielke, Jr. et al., Are There Trends in Hurricane Destruction?, 438 NATURE E11 (2005) (criticizing the index proposed in Emanuel, supra note 30, as a "misleading" indication of destructiveness),
  • 42
    • 34548075112 scopus 로고    scopus 로고
    • and Johnny C.L. Chan, Comment on Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment, 311 SCIENCE 1713b (2006) (questioning the conclusion of Webster, supra note 34, instead suggesting that factors such as wind shear are responsible for the observed increase in cyclone activity, and determining that it is difficult to conclude that more intense typhoons are likely to occur in a warmer world),
    • and Johnny C.L. Chan, Comment on "Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment", 311 SCIENCE 1713b (2006) (questioning the conclusion of Webster, supra note 34, instead suggesting that factors such as wind shear are responsible for the observed increase in cyclone activity, and determining that "it is difficult to conclude that more intense typhoons are likely to occur in a warmer world"),
  • 43
    • 34548072689 scopus 로고    scopus 로고
    • and with P.J. Webster et al., Response to Comment on Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment, 311 SCIENCE 1713c (2006) (contending that the factors identified by Chan, supra, such as wind shear and moist static energy, are not correlated with hurricane intensity in a statistically significant manner).
    • and with P.J. Webster et al., Response to Comment on "Changes in Tropical Cyclone Number, Duration, and Intensity in a Warming Environment", 311 SCIENCE 1713c (2006) (contending that the factors identified by Chan, supra, such as wind shear and moist static energy, are not correlated with hurricane intensity in a statistically significant manner).
  • 44
    • 33746596531 scopus 로고    scopus 로고
    • Christopher W. Landsea et al., Can We Detect Trends in Extreme Tropical Cyclones?, 313 SCIENCE 452, 452 (2006) (footnotes omitted).
    • Christopher W. Landsea et al., Can We Detect Trends in Extreme Tropical Cyclones?, 313 SCIENCE 452, 452 (2006) (footnotes omitted).
  • 45
    • 34548081036 scopus 로고    scopus 로고
    • Patrick J. Michaels, Is the Sky Really Falling? A Review of Recent Global Warming Scare Stories, 576 POLICY ANALYSIS 1, 17 (2006).
    • Patrick J. Michaels, Is the Sky Really Falling? A Review of Recent Global Warming Scare Stories, 576 POLICY ANALYSIS 1, 17 (2006).
  • 46
    • 34548107943 scopus 로고    scopus 로고
    • Id. at 18-19
    • Id. at 18-19.
  • 47
    • 34548075113 scopus 로고    scopus 로고
    • For more discussion on this issue, see generally Dlugolecki, supra note 24
    • For more discussion on this issue, see generally Dlugolecki, supra note 24,
  • 48
    • 23644446152 scopus 로고    scopus 로고
    • Insurance in a Climate of Change, 309
    • and Evan Mills, Insurance in a Climate of Change, 309 SCIENCE 1040 (2005).
    • (2005) SCIENCE , vol.1040
    • Mills, E.1
  • 49
    • 84963456897 scopus 로고    scopus 로고
    • note 12 and accompanying text
    • See supra note 12 and accompanying text.
    • See supra
  • 50
    • 34548095789 scopus 로고    scopus 로고
    • Consider, for example, insurance for property damage caused by hurricanes. An insurer's expected losses are relatively low, because in a typical year, the policy-holder will not suffer a hurricane loss. However, it is possible that losses will be quite high-far in excess of those expected at the time policies are priced. In the event of a serious hurricane, a substantial portion of the loss must be paid from insurer capital. For other extreme events, such as terrorism, maximum losses are extremely high relative to expected losses, so the capital issue is critical.
    • Consider, for example, insurance for property damage caused by hurricanes. An insurer's expected losses are relatively low, because in a typical year, the policy-holder will not suffer a hurricane loss. However, it is possible that losses will be quite high-far in excess of those expected at the time policies are priced. In the event of a serious hurricane, a substantial portion of the loss must be paid from insurer capital. For other extreme events, such as terrorism, maximum losses are extremely high relative to expected losses, so the capital issue is critical.
  • 51
    • 34548065595 scopus 로고    scopus 로고
    • The variance for a single loss L with probability p is Lp(1-p). If L = $100,000 and p = 1/1000, then Lp(1-p) = $100,000(1/1000) (999/1000) or $99.90.
    • The variance for a single loss L with probability p is Lp(1-p). If L = $100,000 and p = 1/1000, then Lp(1-p) = $100,000(1/1000) (999/1000) or $99.90.
  • 52
    • 34249838202 scopus 로고    scopus 로고
    • See Colin Camerer & Martin Weber, Recent Developments in Modeling Preferences: Uncertainty and Ambiguity, 5 J. RISK & UNCERTAINTY 325, 325-26 (1992) (discussing situations in which individuals are unable to characterize ambiguous risks).
    • See Colin Camerer & Martin Weber, Recent Developments in Modeling Preferences: Uncertainty and Ambiguity, 5 J. RISK & UNCERTAINTY 325, 325-26 (1992) (discussing situations in which individuals are unable to characterize ambiguous risks).
  • 53
    • 34548097390 scopus 로고    scopus 로고
    • We would like to thank Jack Nicholson of the Florida Hurricane Catastrophe Fund (FHCF) for providing us with the FHCF database and Patricia Grossi and Robert Muir-Wood of Risk Management Solutions (RMS) for their analyses of the FHCF data. They provided us with the relevant EP curves and tables presented in this section
    • We would like to thank Jack Nicholson of the Florida Hurricane Catastrophe Fund (FHCF) for providing us with the FHCF database and Patricia Grossi and Robert Muir-Wood of Risk Management Solutions (RMS) for their analyses of the FHCF data. They provided us with the relevant EP curves and tables presented in this section.
  • 54
    • 34548102561 scopus 로고    scopus 로고
    • For purposes of this Article, we use the new generation of models developed by RMS in 2006.
    • For purposes of this Article, we use the new generation of models developed by RMS in 2006.
  • 56
    • 34548069538 scopus 로고    scopus 로고
    • Id. at 26 fig.2.8.
    • Id. at 26 fig.2.8.
  • 58
    • 84963456897 scopus 로고    scopus 로고
    • notes 6-9 and accompanying text
    • See supra notes 6-9 and accompanying text.
    • See supra
  • 59
    • 0000176597 scopus 로고
    • A Theory of Capacity and the Insurance of Catastrophe Risks, pts. 1&2, 40
    • See
    • See James M. Stone, A Theory of Capacity and the Insurance of Catastrophe Risks, pts. 1&2, 40 J. RISK & INS. 231, 339 (1973).
    • (1973) J. RISK & INS , vol.231 , pp. 339
    • Stone, J.M.1
  • 60
    • 34548088759 scopus 로고    scopus 로고
    • Stone also introduces a constraint regarding the stability of the insurer's operation. See Stone (pt. 1), supra note 51, at 232 (recognizing the stability constraint and suggesting it results from investors' and managers' preferences for some regularity). However, insurers have traditionally not focused on this constraint in the context of catastrophic risks.
    • Stone also introduces a constraint regarding the stability of the insurer's operation. See Stone (pt. 1), supra note 51, at 232 (recognizing the stability constraint and suggesting it results from investors' and managers' preferences for "some regularity"). However, insurers have traditionally not focused on this constraint in the context of catastrophic risks.
  • 61
    • 34548068982 scopus 로고    scopus 로고
    • See MARTIN F. GRACE ET AL., CATASTROPHE INSURANCE: CONSUMER DEMAND, MARKETS AND REGULATION 62-64 (2003) (noting that Florida imposed a moratorium on policy terminations after Hurricane Andrew and discussing the pools set up by the state to insure those unable to obtain coverage in the voluntary market).
    • See MARTIN F. GRACE ET AL., CATASTROPHE INSURANCE: CONSUMER DEMAND, MARKETS AND REGULATION 62-64 (2003) (noting that Florida imposed a moratorium on policy terminations after Hurricane Andrew and discussing the pools set up by the state to insure those unable to obtain coverage in the voluntary market).
  • 62
    • 34548089774 scopus 로고    scopus 로고
    • Richard J. Roth, Jr., Earthquake Insurance Protection in California, in PAYING THE PRICE: THE STATUS AND ROLE OF INSURANCE AGAINST NATURAL DISASTERS IN THE UNITED STATES 67, 69-78 (Howard Kunreuther & Richard J. Roth, Sr. eds., 1998).
    • Richard J. Roth, Jr., Earthquake Insurance Protection in California, in PAYING THE PRICE: THE STATUS AND ROLE OF INSURANCE AGAINST NATURAL DISASTERS IN THE UNITED STATES 67, 69-78 (Howard Kunreuther & Richard J. Roth, Sr. eds., 1998).
  • 63
    • 0000479846 scopus 로고
    • Ambiguity and Underwriter Decision Processes, 26
    • Howard Kunreuther et al., Ambiguity and Underwriter Decision Processes, 26 J. ECON. BEHAV. & ORG. 337, 342-44 (1995).
    • (1995) J. ECON. BEHAV. & ORG , vol.337 , pp. 342-344
    • Kunreuther, H.1
  • 64
    • 34548076735 scopus 로고    scopus 로고
    • Howard Kunreuther, Insurability Conditions and the Supply of Coverage, in PAYING THE PRICE, supra note 54, at 17, 34 tbl.2-1. Ratios are based on mean premiums across number of respondents for each scenario. N = number of respondents.
    • Howard Kunreuther, Insurability Conditions and the Supply of Coverage, in PAYING THE PRICE, supra note 54, at 17, 34 tbl.2-1. Ratios are based on mean premiums across number of respondents for each scenario. N = number of respondents.
  • 65
    • 33947587030 scopus 로고    scopus 로고
    • Ambiguity Aversion in the Field of Insurance: Insurers' Attitude to Imprecise and Conflicting Probability Estimates, 62
    • Laure Cabantous, Ambiguity Aversion in the Field of Insurance: Insurers' Attitude to Imprecise and Conflicting Probability Estimates, 62 THEORY & DECISION 219, 235 (2007).
    • (2007) THEORY & DECISION , vol.219 , pp. 235
    • Cabantous, L.1
  • 66
    • 34548056843 scopus 로고    scopus 로고
    • For a survey of adverse selection issues, see Georges Dionne et al., Adverse Selection in Insurance Markets, in HANDBOOK OF INSURANCE 185 (Georges Dionne ed., 2000).
    • For a survey of adverse selection issues, see Georges Dionne et al., Adverse Selection in Insurance Markets, in HANDBOOK OF INSURANCE 185 (Georges Dionne ed., 2000).
  • 67
    • 34548070102 scopus 로고    scopus 로고
    • See Dominique Henriet & Erwann O. Michel-Kerjan, Optimal Risk-Sharing Under Dual Asymmetry of Both Information and Market Power: A Unifying Approach 20 (June 7, 2006) (unpublished working paper, available at http://_opim.wharton.upenn.edu/risk/library/06-10.pdf) ([W]hen the insurer is better informed than the insured about risk, then whatever his position (principal or agent), that is whatever his bargaining power, low risk is better insured than high risk.).
    • See Dominique Henriet & Erwann O. Michel-Kerjan, Optimal Risk-Sharing Under Dual Asymmetry of Both Information and Market Power: A Unifying Approach 20 (June 7, 2006) (unpublished working paper, available at http://_opim.wharton.upenn.edu/risk/library/06-10.pdf) ("[W]hen the insurer is better informed than the insured about risk, then whatever his position (principal or agent), that is whatever his bargaining power, low risk is better insured than high risk.").
  • 69
    • 34548058486 scopus 로고    scopus 로고
    • CEO Says Allstate Adjusts Storm Plan
    • Sept. 6, at
    • Theo Francis, CEO Says Allstate Adjusts Storm Plan, WALL ST. J., Sept. 6, 2005, at Cl.
    • (2005) WALL ST. J
    • Francis, T.1
  • 70
    • 34548089775 scopus 로고    scopus 로고
    • MANAGING LARGE-SCALE RISKS, supra note 13, at 105
    • MANAGING LARGE-SCALE RISKS, supra note 13, at 105.
  • 71
    • 34548070902 scopus 로고    scopus 로고
    • See Regulators Establish Task Force on Climate Change, INS. J., Mar. 14, 2006, available at http://www. insurancejournal.com/news/national/2006/03/14/66451/htm?print=1 (reporting the establishment of the task force and its objectives).
    • See Regulators Establish Task Force on Climate Change, INS. J., Mar. 14, 2006, available at http://www. insurancejournal.com/news/national/2006/03/14/66451/htm?print=1 (reporting the establishment of the task force and its objectives).
  • 72
    • 34548073998 scopus 로고    scopus 로고
    • Press Release, Risk Mgmt. Solutions, New RMS View of U.S. Hurricane Activity Rates Increases Losses by 40% in Fla. and Gulf Coast (Mar. 23, 2006), available at http://www.rms.com/NewsPress/PR_2006_0323_HUActivityRates. asp.
    • Press Release, Risk Mgmt. Solutions, New RMS View of U.S. Hurricane Activity Rates Increases Losses by 40% in Fla. and Gulf Coast (Mar. 23, 2006), available at http://www.rms.com/NewsPress/PR_2006_0323_HUActivityRates. asp.
  • 73
    • 34548106061 scopus 로고    scopus 로고
    • See supra Part II.
    • See supra Part II.
  • 74
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    • A.M. BEST, METHODOLOGY: CATASTROPHE ANALYSIS IN A.M. BEST RATINGS 2-3 (2006), available at http://www.ambest.com/ratings/methodology/catastrophe.pdf.
    • A.M. BEST, METHODOLOGY: CATASTROPHE ANALYSIS IN A.M. BEST RATINGS 2-3 (2006), available at http://www.ambest.com/ratings/methodology/catastrophe.pdf.
  • 75
    • 34548081856 scopus 로고    scopus 로고
    • Some states may, however, appeal this judgment
    • Some states may, however, appeal this judgment.
  • 76
    • 34548081037 scopus 로고    scopus 로고
    • Michael Faure & David Grimeaud, Principles of Liability: A Theoretical Framework, in DETERRENCE, INSURABILITY, AND COMPENSATION IN ENVIRONMENTAL LIABILITY 19-20 (Michael Faure ed., 2003).
    • Michael Faure & David Grimeaud, Principles of Liability: A Theoretical Framework, in DETERRENCE, INSURABILITY, AND COMPENSATION IN ENVIRONMENTAL LIABILITY 19-20 (Michael Faure ed., 2003).
  • 77
    • 34548081311 scopus 로고    scopus 로고
    • STEVEN SHAVELL, ECONOMIC ANALYSIS OF ACCIDENT LAW 32-46 (1987).
    • STEVEN SHAVELL, ECONOMIC ANALYSIS OF ACCIDENT LAW 32-46 (1987).
  • 78
    • 34548090355 scopus 로고    scopus 로고
    • 127 S. Ct. 1438 (2007).
    • 127 S. Ct. 1438 (2007).
  • 79
    • 34548072084 scopus 로고    scopus 로고
    • § 7521 a, 1, 2000
    • 42 U.S.C. § 7521 (a) (1) (2000).
    • 42 U.S.C
  • 80
    • 34548089543 scopus 로고    scopus 로고
    • Id
    • Id.
  • 81
    • 34548091709 scopus 로고    scopus 로고
    • Massachusetts v. EPA, 415 F.3d 50, 58 (D.C. Cir. 2005), rev'd, 127 S. Ct. 1438 (2007).
    • Massachusetts v. EPA, 415 F.3d 50, 58 (D.C. Cir. 2005), rev'd, 127 S. Ct. 1438 (2007).
  • 82
    • 34548078828 scopus 로고    scopus 로고
    • See id. at 64-74 (contending that Massachusetts has standing, the EPA has the authority to regulate GHG emissions, and that the EPA's decision not to do so failed to meet the arbitrary and capricious standard).
    • See id. at 64-74 (contending that Massachusetts has standing, the EPA has the authority to regulate GHG emissions, and that the EPA's decision not to do so failed to meet the "arbitrary and capricious" standard).
  • 83
    • 34548089545 scopus 로고    scopus 로고
    • Id. at 60. For an additional analysis of Massachusetts v. EPA,
    • Id. at 60. For an additional analysis of Massachusetts v. EPA,
  • 84
    • 34548105261 scopus 로고    scopus 로고
    • Uncertainty as a Basis for Standing, 33
    • see
    • see Daniel A. Farber, Uncertainty as a Basis for Standing, 33 HOFSTRA L. REV. 1123, 1128 (2005).
    • (2005) HOFSTRA L. REV , vol.1123 , pp. 1128
    • Farber, D.A.1
  • 85
    • 84874306577 scopus 로고    scopus 로고
    • § 1350 2000
    • 28 U.S.C. § 1350 (2000).
    • 28 U.S.C
  • 86
    • 5444250744 scopus 로고    scopus 로고
    • Climate Change: It's Not Just a Policy Issue for Corporate Counsel-It's a Legal Problem, 29
    • See
    • See J. Kevin Healy & Jeffrey M. Tapick, Climate Change: It's Not Just a Policy Issue for Corporate Counsel-It's a Legal Problem, 29 COLUM. J. ENVTL. L. 89, 101-02 (2004).
    • (2004) COLUM. J. ENVTL. L , vol.89 , pp. 101-102
    • Kevin Healy, J.1    Tapick, J.M.2
  • 87
    • 34548068444 scopus 로고    scopus 로고
    • See Id. at 102.
    • See Id. at 102.
  • 88
    • 34548065845 scopus 로고    scopus 로고
    • Elizabeth E. Hancock, Note, Red Dawn, Blue Thunder, Purple Rain: Corporate Risk of Liability for Global Climate Change and the SEC Disclosure Dilemma, 17 GEO. INT'L ENVTL. L. REV. 233, 244 (2005).
    • Elizabeth E. Hancock, Note, Red Dawn, Blue Thunder, Purple Rain: Corporate Risk of Liability for Global Climate Change and the SEC Disclosure Dilemma, 17 GEO. INT'L ENVTL. L. REV. 233, 244 (2005).
  • 89
    • 1942514200 scopus 로고    scopus 로고
    • Warming Up to a Not-So-Radical Idea: Tort-Based Climate Change Litigation, 28
    • David A. Grossman, Warming Up to a Not-So-Radical Idea: Tort-Based Climate Change Litigation, 28 COLUM. J. ENVTL. L. 1, 24 (2003).
    • (2003) COLUM. J. ENVTL. L , vol.1 , pp. 24
    • Grossman, D.A.1
  • 90
    • 0037468186 scopus 로고    scopus 로고
    • Liability for Climate Change: Will It Ever Be Possible To Sue Anyone for Damaging the Climate?, 421
    • Myles Allen, Liability for Climate Change: Will It Ever Be Possible To Sue Anyone for Damaging the Climate?, 421 NATURE 891, 891 (2003).
    • (2003) NATURE , vol.891 , pp. 891
    • Allen, M.1
  • 92
    • 10344247667 scopus 로고    scopus 로고
    • see also Myles R. Allen & Richard Lord, The Blame Game: Who Will Pay for the Damaging Consequences of Climate Change?, 432 NATURE 551, 552 (2004) (observing that English law permits increased risks to serve as a basis for compensation).
    • see also Myles R. Allen & Richard Lord, The Blame Game: Who Will Pay for the Damaging Consequences of Climate Change?, 432 NATURE 551, 552 (2004) (observing that English law permits increased risks to serve as a basis for compensation).
  • 93
    • 34548072085 scopus 로고    scopus 로고
    • Stephen W. Lagakos & Frederick Mosteller, Assigned Shares in Compensation for
    • Stephen W. Lagakos & Frederick Mosteller, Assigned Shares in Compensation for
  • 94
    • 34548102559 scopus 로고
    • Radiation-Related Cancers, 6
    • Radiation-Related Cancers, 6 RISK ANALYSIS 345, 346-47 (1986).
    • (1986) RISK ANALYSIS , vol.345 , pp. 346-347
  • 95
    • 84963456897 scopus 로고    scopus 로고
    • notes 35-39 and accompanying text
    • See supra notes 35-39 and accompanying text.
    • See supra
  • 96
    • 35448996553 scopus 로고    scopus 로고
    • There might be positive externalities associated with global climate change as well. For example, it has been shown that, under certain assumptions, climate change on U.S. agricultural land will increase annual profits by $1.3 billion (in 2002 dollars), or 4%. See Olivier Deschenes & Michael Greenstone, The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather, 97 AM. ECON. REV. 354, 354 (2007).
    • There might be positive externalities associated with global climate change as well. For example, it has been shown that, under certain assumptions, climate change on U.S. agricultural land will increase annual profits by $1.3 billion (in 2002 dollars), or 4%. See Olivier Deschenes & Michael Greenstone, The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather, 97 AM. ECON. REV. 354, 354 (2007).
  • 97
    • 34548105952 scopus 로고    scopus 로고
    • Allocating Responsibility for the Failure of Global Warming Policies, 155
    • Joni Hersch & W. Kip Viscusi, Allocating Responsibility for the Failure of Global Warming Policies, 155 U. PA. L. REV. 1657, 1657 (2007).
    • (2007) U. PA. L. REV , vol.1657 , pp. 1657
    • Hersch, J.1    Kip Viscusi, W.2
  • 98
    • 34548089544 scopus 로고    scopus 로고
    • See, e.g., Smith v. Van Gorkom, 488 A.2d 858 (Del. 1985) (holding directors personally liable for breaching their duty of care in their approval of a merger without adequately informing themselves of the terms of the merger).
    • See, e.g., Smith v. Van Gorkom, 488 A.2d 858 (Del. 1985) (holding directors personally liable for breaching their duty of care in their approval of a merger without adequately informing themselves of the terms of the merger).
  • 99
    • 34548071808 scopus 로고    scopus 로고
    • The two largest insurance companies in the American D&O market are Chubb and AIG
    • The two largest insurance companies in the American D&O market are Chubb and AIG.
  • 101
    • 34548081310 scopus 로고    scopus 로고
    • CERES, GLOBAL FRAMEWORK FOR CLIMATE RISK DISCLOSURE (2006), available at http://www.ceres.org/pub/docs/Framework.pdf.
    • CERES, GLOBAL FRAMEWORK FOR CLIMATE RISK DISCLOSURE (2006), available at http://www.ceres.org/pub/docs/Framework.pdf.
  • 102
    • 34548075110 scopus 로고    scopus 로고
    • MICHELLE CHAN-FISHEL, FIFTH SURVEY OF CLIMATE CHANGE DISCLOSURE IN SEC FILINGS OF AUTOMOBILE, INSURANCE, OIL & GAS, PETROCHEMICAL, AND UTILITIES COMPANIES 23 (2006), available at http://www.foe.org/camps/intl/ SECFinalReportandAppendices.pdf.
    • MICHELLE CHAN-FISHEL, FIFTH SURVEY OF CLIMATE CHANGE DISCLOSURE IN SEC FILINGS OF AUTOMOBILE, INSURANCE, OIL & GAS, PETROCHEMICAL, AND UTILITIES COMPANIES 23 (2006), available at http://www.foe.org/camps/intl/ SECFinalReportandAppendices.pdf.
  • 103
    • 34548060200 scopus 로고    scopus 로고
    • Id. at 10-13
    • Id. at 10-13.
  • 104
    • 34548074556 scopus 로고    scopus 로고
    • Kenneth E. Anderson & Donna Ferrara, Disclosing Environmental Liabilities: Director, Officer, and Insurance Issues, 16 ENVTL. CLAIMS J. 3, 11 (2004).
    • Kenneth E. Anderson & Donna Ferrara, Disclosing Environmental Liabilities: Director, Officer, and Insurance Issues, 16 ENVTL. CLAIMS J. 3, 11 (2004).
  • 105
    • 34548075938 scopus 로고    scopus 로고
    • E-mails from Swiss Re (Nov. 23 & 24, 2006) (on file with authors).
    • E-mails from Swiss Re (Nov. 23 & 24, 2006) (on file with authors).
  • 107
    • 34548099593 scopus 로고    scopus 로고
    • Healy & Tapick, supra note 77, at 102-03.
    • Healy & Tapick, supra note 77, at 102-03.
  • 108
    • 34548090356 scopus 로고    scopus 로고
    • Grossman, supra note 80, at 17-18 citations omitted
    • Grossman, supra note 80, at 17-18 (citations omitted).
  • 109
    • 34548078518 scopus 로고    scopus 로고
    • ALLIANZ GROUP & WORLD WILDLIFE FUND, CLIMATE CHANGE AND INSURANCE: AN AGENDA FOR ACTION IN THE UNITED STATES 33 (2006).
    • ALLIANZ GROUP & WORLD WILDLIFE FUND, CLIMATE CHANGE AND INSURANCE: AN AGENDA FOR ACTION IN THE UNITED STATES 33 (2006).
  • 110
    • 34548074557 scopus 로고    scopus 로고
    • Id
    • Id.
  • 111
    • 34548102560 scopus 로고    scopus 로고
    • Id. at 33
    • Id. at 33.
  • 112
    • 34548097389 scopus 로고    scopus 로고
    • MILLS & LECOMTE, supra note 21, at 17 citation omitted
    • MILLS & LECOMTE, supra note 21, at 17 (citation omitted).
  • 113
    • 34548091980 scopus 로고    scopus 로고
    • Id
    • Id.
  • 114
    • 34548091708 scopus 로고    scopus 로고
    • Id
    • Id.
  • 115
    • 34548105267 scopus 로고    scopus 로고
    • Id
    • Id.
  • 116
    • 34548088505 scopus 로고    scopus 로고
    • Id. at 20
    • Id. at 20.
  • 117
    • 34548077950 scopus 로고    scopus 로고
    • For a discussion on the data quality challenge, see, for example, Eberhard Faust, Peter Höppe, Angelika Wirtz & Silvio Schmidt, Trends in Natural Catastrophes - Potential Role of Climate Change, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS, supra note 24, at 89, 89.
    • For a discussion on the data quality challenge, see, for example, Eberhard Faust, Peter Höppe, Angelika Wirtz & Silvio Schmidt, Trends in Natural Catastrophes - Potential Role of Climate Change, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS, supra note 24, at 89, 89.
  • 118
    • 34548095790 scopus 로고    scopus 로고
    • Swiss Re, Munich Re, and Leuven University have developed time series on some disaster data, but they differ in their scope and are usually not public information. Workshop Summary Report, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS, supra note 24, at 4, 5.
    • Swiss Re, Munich Re, and Leuven University have developed time series on some disaster data, but they differ in their scope and are usually not public information. Workshop Summary Report, in WORKSHOP ON CLIMATE CHANGE AND DISASTER LOSSES: UNDERSTANDING AND ATTRIBUTING TRENDS AND PROJECTIONS, supra note 24, at 4, 5.


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