Scenario Analysis for Physical Climate Risk: Equity Markets

In this second installment of our blog series of scenario analysis, we focus on how investors can start exploring impacts on portfolios of listed equities/fixed income with existing climate risk analytics. The series provides our current reflections on how corporations and financial institutions can integrate physical climate risk into scenario analysis. The first installment, on foundations, focuses on important characteristics of climate science that affect how climate data can be used to inform scenario analysis for economic and financial risk. A forthcoming post will discuss scenario analysis at the asset level for real asset investments and corporate facilities.

Scenario Analysis Serves Different Purposes

Scenario analysis serves different purposes for real asset investors and for equity or fixed income investors. When looking at a single real asset, scenario analysis can be used to inform very concrete decisions regarding the asset, working directly with the asset operator: whether and what flood protections to put in place, insurance requirements, anticipated impacts on operational costs from water and energy consumption, etc.

In contrast, for an equity or fixed income portfolio, investors’ influence on the resilience of the underlying asset (e.g. a corporation or a sovereign entity) is much more limited. In a previous publication we discussed the importance of shareholder engagement with corporations as a key channel for investors to help raise awareness of rising risks from climate change, and encourage companies to invest in responsible corporate adaptation measures. Investors, however, would be hard pressed to run scenario analysis on individual portfolio companies themselves, and disclosures from corporations on scenario analysis remain weak and fragmented.

Meanwhile, prudential authorities in Europe have been signalling expectations that insurers and banks perform scenario analysis on their portfolio to examine potential impacts of climate change, to understand how different climate-driven outcomes might prevent the insurers and lenders from meeting their financial obligations. Most recently, in April, the Bank of England Prudential Regulatory Authority (PRA) released a proposed set of specifications for scenario analysis that includes some simplified assumptions on climate impacts on financial portfolios.

In this piece we examine how available climate risk analytics can be leveraged to inform early attempts at developing stress test assumptions and simulate potential outcomes on investment portfolios aligned with the relative exposure of corporations by sectors and by regions.

Climate Risk Analytics for Equities/Fixed Income

We leverage our data on corporate physical risk exposure to determine what assumptions can be made in this type of early stress test. In this piece, we analyze the climate risk scores for 1730 of the largest companies in MSCI All Country World Index (ACWI). This physical risk assessment is based on the exposure of the underlying database of about a million facilities globally.

We score each company on three components of physical climate risk: Operations Risk, Supply Chain Risk and Market Risk.

427 Methodology Chart
Figure 1. 427 indicators for physical climate risk exposure in corporations (equities/fixed income)
  • A company’s Operations Risk is based on its facility-level exposure to hurricanes & typhoons, sea level rise, floods, extreme heat and water stress. The analysis also considers the sensitivity of different types of facilities. For example, manufacturing plants with their high energy demands are more sensitive to extreme heat than offices.
  • Supply Chain Risk is based on the risk in countries that export commodities that the company depends on and a company’s reliance on climate-sensitive resources such as water, land and energy, based on its industry.
  • Market Risk is based on where a company’s sales are generated and how its industry has historically been impacted by weather variability.

Scores are normalized, with 0 being the least exposed and 100 being the most exposed. (For more details, please refer to our previous report Physical Climate Risk in Equity Portfolios as well as our Solutions page)

In line with considerations of relevant time horizons and of impacts being locked in over the climatic short term (detailed in Part 1), our standard equity risk score data considers projected climate impacts in the 2030-2040 time period under a single RCP scenario, RCP 8.5 (the worst case scenario, also known as business as usual), but leverages several climate models.

From Climate Hazard Exposure to Financial Impacts

Studies of how physical climate hazards translate into financial impacts at the company level are scarce. While a growing body of research explores the complex relationships between climate hazards and economic impacts, which vary by sector and by region, academic research on the relationship between climate events and corporate/stock performance, at scale, is still limited. Our approach focuses on leveraging what can be estimated in a robust, data-driven way: relative exposure of companies to climate hazards.

Our analysis of global corporations shows the relative exposure of industries to climate related risks across all three dimensions: operations risk, market risk and supply chain risk (Table 1). This table shows the sectors with the highest exposure, including manufacturing, infrastructure (utility, energy, transportation), and industries with high dependency on natural resources (food, apparel).

Table 1. Industries most exposed to physical climate risks . Source: Four Twenty Seven.

Services, not shown in the table, are not only less exposed, they’re also far less sensitive to changes in climatic conditions, with the exception of the financial sector, which holds the risk of all the other sectors in its investment, lending or insurance portfolios. Note that real estate is not included in this analysis, but data on regional exposure in that sector can be found in our white paper on climate risk in real estate.

These differentiated impacts by sectors can lay the foundations for a stress test, as industry risk levels can be used to set initial assumptions on sector-wide impacts. Following the example set out by the Bank of England’s PRA, for example, investors could assume that sectors with high exposure might see a 10% or 20% drop in value, whereas sectors with medium exposure would see half of that impact. These assumptions are not intended to substitute for financial impact modeling, but provide a shortcut to test how a portfolio might perform under climate-driven duress.

Drivers of Exposure to Physical Climate Risk

While some sectors overlap with those examined in scenario analysis exercises for transition risk, such as utilities and energy, other sectors with high exposure are not typically included in scenario analysis, like tech manufacturing or pharmaceuticals. Understanding the nuances of the risk pathways in each sector and their relative exposure to different hazards is critical to refining assumptions and developing models that can quantify value-at-risk by sector with some accuracy.

Manufacturing companies in the tech sector rely on complex value chains that can be interrupted by extreme weather events, particularly in Asia, which is a region highly exposed to typhoons and extreme precipitation. They also often produce expensive and water sensitive products using costly machinery and can incur costs and damages from extreme events on site.  Pharmaceuticals are particularly exposed because of the prevalence of their manufacturing in water-stressed regions (India, California) and regions highly exposed to hurricanes & typhoons. For example, damaged manufacturing sites in Puerto Rico had rippling impacts on pharmaceutical operations globally during Hurricane Maria in 2017. Pharmaceuticals is also one of the groups with the most weight in the MSCI ACWI, making this exposure particularly significant (Fig 2).

Figure 2. The average company risk score by GICS Industry Group, with Operations Risk on the y-axis and Market & Supply Chain Risk on the x-axis. Red represents those industries with the highest exposure, green represents those with the lowest exposure and the size of the bubble signifies an industry’s weight in the MSCI ACWI.  Source: Four Twenty Seven.

In the utility sector, the nature of the exposure is very different from that observed in transition risk analysis: carbon neutral power generation can be as exposed as thermal generation – for example due to water stress or floods for hydro facilities. In addition, utilities rely on expensive equipment, such as cables, poles, fuel storage and pipes that are often exposed to severe weather and sensitive to extreme conditions. Their operations are also resource-intensive, relying heavily on energy and water for cooling. They can experience operations disruptions during peak energy demands or due to equipment damage during storms.

The exposure of the automobiles & components sector has been illustrated by recent flooding in Japan. Automobile companies rely on manufacturing processes and machinery that can be interrupted due to flooding or hurricane damage, but their reliance on employee labor also makes these companies vulnerable to the wider regional impacts of extreme events. For example, during Japan’s extreme flooding in July 2018, Mazda was forced to halt operations at some of its facilities that were not physically damaged themselves, because its employees could not travel safely to work.

Conclusion

Climate change calls for a better understanding of impacts of physical hazards on financial markets, which remains a topic largely unexplored. Yet as regulators push insurers and banks towards the integration of climate scenarios into stress testing, robust, data-driven views on the relative exposure of sectors or regions provide a helpful foundation from which to explore the potential impacts on equity and fixed income portfolios.

Over time, better data will become available as academic and industry providers develop models that capture the nuances of climate impacts on different industries and geographies, but also as companies make a concerted effort to disclose better data on their past and anticipated financial exposure to extreme weather and climate-related events.

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Four Twenty Seven’s data products and portfolio analytics support risk reporting and enable investors and businesses to understand their exposure to physical climate risks across asset classes.

Scenario Analysis for Physical Climate Risk: Foundations

The TCFD Status Report published early June 2019 reiterates the need for corporations and financial institutions to perform scenario analysis in a context of uncertainty over climate risk. It notes that while about 56% of companies use scenario analysis, only 33% perform scenario analysis for physical risk. Even fewer firms (43% of those using scenario analysis) disclose their assumptions and findings. The report contains useful case studies, but most focus on transition risk.

Yet a growing number of corporations and financial institutions recognize the need to integrate physical risk into scenario analysis and to develop resilience strategies that address imminent challenges from climate impacts. For example, the most recent IPCC report illustrating the impact of 1.5˚C increase in global temperatures on mean temperatures, extreme temperatures, extreme precipitation and sea levels shows that there will be significant implications for economies even with a 1.5˚C increase in global temperatures. This is still a best case scenario compared to impacts of 2˚C or 2.5˚C warming.

Scenario analysis for physical risk is fundamentally different from transition risk in its challenges and assumptions. This blog series provides our current reflections on how corporations and financial institutions can integrate physical climate risk into scenario analysis. This first blog presents the Foundations, focusing on important characteristics of climate science that affect how climate data can be used to inform scenario analysis for economic and financial risk. The next blog focuses on Equity Markets, with concrete examples of how available data can inform financial stakeholders ready to start putting scenario analysis into action. A forthcoming post will discuss scenario analysis at the asset level for real asset investments and corporate facilities.

Part 1: Foundations

The physical impacts of climate change encompass a range of direct and indirect hazards caused or exacerbated by the concentration of greenhouse gases in the atmosphere. Previous publications such as Advancing TFCD Guidance for Physical Risks and Opportunities, for which Four Twenty Seven was a lead author, provide background on these hazards as they pertain to corporate value chains and economic activities. Further information is also available in Cicero’s excellent report, Shades of Climate Risk. Categorizing climate risk for investors.

The Science: Uncertainties and Relevant Time Frames

Rapid developments in atmospheric and climate science over the past 30 years enable us to understand how these physical hazards will evolve over time due to climate change. Sophisticated global climate models project expected changes in key physical phenomena affected by greenhouse gas (GHG) concentration: heat, humidity, precipitation, ocean temperature, ocean acidification, etc. Like any other models, climate models have limitations in their accuracy and ability to correctly simulate complex and interrelated phenomena. However, it is worth noting that since 1973 models have been consistently successful in projecting within the range of warming that we have experienced in the past twenty years. More details on climate data and uncertainties from global climate models can be found in our report, Using Climate Data.

The Bad News: Impacts Are Locked In

Global climate models project different possible outcomes using scenarios called Representative Concentration Pathways (RCPs). RCP scenarios capture differing GHG emissions trajectories based on a representation of plausible global policy outcomes, without specifying the details of the underlying policies that could generate this outcome. These scenarios show that GHG emissions generated over the coming decades will influence the severity of impacts in the long-term, but also that we are already committed to some impacts through 2100 and beyond.

This is particularly noticeable over the “short term.”  When looking at the next 10 to 20 years, projections for temperature and other physical hazards do not present significant differences under different emissions scenarios (Fig 1). This is due to the massive inertia of the Earth’s systems, and the life expectancy of the stock of greenhouse gases already in the atmosphere. To put it simply, significantly reducing GHG emissions is akin to applying the brakes on a rapidly moving truck. It won’t stop instantaneously. Even if we were to stop emitting GHG altogether, climate change would persist. In the words of the Intergovernmental Panel On Climate Change (IPCC), climate change “represents a substantial multi-century commitment created by the past, present, and future emissions of CO2.”

Figure 1. Temperature increases under different GHG emissions scenarios in the near term. Source: IPCC, as published by Climate Lab Book.

This is by no mean an invitation to give up on reducing GHG emissions. Quite the opposite. Emission reductions are critical to curbing long term impacts and avoiding irreversible effects to our environment (Fig. 2). But for organizations looking at climate data and scenario analysis for risk management and strategy, with a focus on the coming decade(s), this is a critical fact to understand.

Figure 12.5 | Time series of global annual mean surface air temperature anomalies (relative to 1986–2005) from CMIP5 concentration-driven experiments. Projections are shown for each RCP for the multi-model mean (solid lines) and the 5 to 95% range (±1.64 standard deviation) across the distribution of individual models (shading). Discontinuities at 2100 are due to different numbers of models performing the extension runs beyond the 21st century and have no physical meaning. Only one ensemble member is used from each model and numbers in the figure indicate the number of different models contributing to the different time periods. No ranges are given for the RCP6.0 projections beyond 2100 as only two models are available.Source IPCC AR5: Collins, M., R. Knutti, J. Arblaster, J.-L. Dufresne, T. Fichefet, P. Friedlingstein, X. Gao, W.J. Gutowski, T. Johns, G. Krinner, M. Shongwe, C. Tebaldi, A.J. Weaver and M. Wehner, 2013: Long-term Climate Change: Projections, Commitments and Irreversibility. In: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 1029–1136, doi:10.1017/CBO9781107415324.024.
Figure 2. Temperature increases under different GHG emissions scenarios through 2300 from IPCC AR 5: Figure 12.5 | Time series of global annual mean surface air temperature anomalies (relative to 1986–2005) from CMIP5 concentration-driven experiments. Projections are shown for each RCP for the multi-model mean (solid lines) and the 5 to 95% range (±1.64 standard deviation) across the distribution of individual models (shading). Discontinuities at 2100 are due to different numbers of models performing the extension runs beyond the 21st century and have no physical meaning. Only one ensemble member is used from each model and numbers in the figure indicate the number of different models contributing to the different time periods. No ranges are given for the RCP6.0 projections beyond 2100 as only two models are available.
Aside from RCP-driven scenarios, there is, of course, a broad range of possible increases in temperature (and other climate hazards) even when looking at the 2030-2040 time frame. These plausible differences are not so much policy-driven as science-driven, demonstrating the different possible responses from the Earth’s systems to the existing stock of GHG.

These differences have significant implications for businesses and investors. For example, a model of sea level rise developed in 2018 incorporates accelerated rates of melting and recent advancements in modelling ice-cliff dynamics to capture extreme risk of coastal flooding. The model shows the Atlantic rising by 1.2m (3.9ft) by 2060 on the Florida coastline, which would equate to widespread flooding of coastal properties with potential domino effects on real estate prices across the state (Fig 3). The ‘intermediate’ scenario, however, most often used for planning, predicts only a 55cm (1.8ft) rise in water levels. While reducing GHG emissions does reduce the risk of more extreme sea level rise millennia into the future, year after year, scientists find that the Antarctic is warming faster than anybody predicted, and there is increasing concern that the process of ice sheet melt may be too far advanced to be stopped.

Figure 3. Building-level perspective of inundation in downtown Miami under 1m (3.3ft). Red buildings are those most likely to be impacted and blue areas are inundated. Source: NOAA Office for Coastal Management.

Thus, performing scenario analysis where the key variable is GHG emission reduction targets may not be an accurate representation of the range of possible outcomes for the near future. Rather, looking at high and low warming projections across a large set of models to understand the range of potential outcomes (independent of the underlying RCP scenario) is a better way to understand potential risk. In other words, physical risks over the next 10-20 years are largely independent from policy decisions and emission pathways, and a rapid, orderly, effective transition to a low-carbon economy could still come with massive physical impacts as these processes are already under way, fueled by the past 150 years of GHG emissions.

The Worse News: Tipping Points

Another challenge is that climate scientists are not currently able to model certain possible impacts from climate change, commonly known as “tipping points.” Tipping points is a catch-all term for a wide range of phenomena that may accelerate feedbacks due to climate change, though the timing or probability of their manifestation is currently not well understood. The phenomena are known as tipping points because past a certain threshold, they may not be reversible, even with a dramatic reduction in GHG emissions. Tipping points of most concern to the scientific community are presented in this report from the Environmental Defense Fund.

Figure 4. Melting permafrost is a powerful feedback loop exacerbating climate change. Source: UNEP, Woods Hole Research Center.

Some tipping points catalyze “feedback loops” which can worsen and dramatically accelerate climate change beyond human control. Such is the case, for example, with melting ice sheets, which would not only lead to catastrophic sea level rise, but would also further heat up the planet as the poles’ albedo (reflectivity) is reduced after the ice disappears. Thawing permafrost could lead to massive amounts of methane, a particularly powerful GHG, to be released from the frozen tundra into the atmosphere (in addition to many direct impacts for local communities, infrastructure  and ecosystems in the region) (Fig. 4).

 

Tipping points further reinforce uncertainty about severity and timing of these extreme impacts and the limitations of using RCP scenarios to understand the range of outcomes for physical risk.

Another source of uncertainty for physical climate impacts are knock-on effects, or ‘indirect hazards,’ from the primary expression of global warming (rising temperature and humidity), ranging from biodiversity losses and ecosystem collapses, human health impacts, impacts on crop yields, pests and soil, impacts on human society, increased violence, and rates of war and migration, etc. (Fig 5)

Figure 5. The likely risks to human and natural systems under several global warming scenarios, with dark purple representing high risks of severe impacts with limited reversibility and white indicating no attributable impacts. Source: IPCC, 2018

These indirect or second-order hazards are as relevant as first-order impacts to understand the implications of physical climate change on economic outcomes, but they’re not captured by RCP scenarios and many require stand-alone models that cannot easily be integrated into one clean set of scenarios.

Conclusion

Scenario analysis is often approached from the perspective of transition risk, where policy developments and GHG emission targets are the key drivers of risk pathways over the next 10 to 30 years. Physical risk, however, requires a different approach. Impacts over the coming decades are largely locked-in and are only marginally influenced by GHG emission pathways. In contrast, uncertainty looms large regarding how severe these physical hazards will be, and exploring a range of possible outcomes for physical risk, including looking at tail-risks, provides important insights for risk management and financial analysis.  In summary, the current state of scientific knowledge and the nature of the Earth’s atmospheric systems call for the developments of scenarios that are decoupled from transition/policy scenarios and instead focused on key scientific drivers of uncertainty and risks that may be experienced regardless of policy decisions over the short to medium term (2020-2040).

While efforts to develop easy-to-use tools for physical risk analysis are nascent, organizations can still extract important insights from climate data and leverage estimates of risk exposure across portfolios. Our next blog in this series provides examples of how financial institutions can leverage data on physical risk exposure in equities to inform some early scenario analysis in equity markets.

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Four Twenty Seven’s data products and portfolio analytics support risk reporting and enable investors and businesses to understand their exposure to physical climate risks across asset classes.

Newsletter: How Can Real Estate Investors Cope with Sea Level Rise?

Four Twenty Seven's monthly newsletter highlights recent developments on climate risk and resilience. This month we highlight recent research on sea level rise and feature NPR Marketplace's new podcast series on tech and adaptation.

In Focus: Sea Levels May Rise by 2 Meters

Recent Research Emphasizes the Complexity of Sea Level Rise

There is a statistically significant possibility of sea levels rising by 2m (6.5ft), under a 5˚C increase in temperatures, according to a study released on Monday. The researchers surveyed experts to establish a broader picture of potential sea level rise. While this extreme scenario may not be very likely, the rate of ice melt and its contribution to global sea level is a complicated phenomenon, with increased research leading to growing questions on the interacting feedback loops driving these changes. 

In fact, recent satellite data suggests that warming water is causing East Antarctica to melt more quickly than previously thought and a study released last week found that almost a quarter of West Antarctica's ice is thinning -- its largest glaciers are shrinking five times faster than in 1992.

This growing body of sciences unambiguously calls for better integration of climate data into financial decisions and underscores the need to accelerate adaptation efforts.

Sea Level Rise Has Cascading Economic Impacts

Sea level rise has cascading impacts, damaging physical assets but also reaching far beyond to mortgages, insurance prices and real estate markets. Homes exposed to sea level rise declined in value by about $465 million between 2005 and 2016 in Miami-Dade, FL and in Annapolis, MD "sunny day" flooding already reduces visits to the historic downtown district by 1.7%, costing businesses in the area.
The tangible impacts of sea level rise are already being felt and understanding these impacts enables governments, businesses and investors to manage asset-level and regional risk. Read more on real estate impacts in our new blog post and reach out to find out how our on-demand climate screening application supports real asset investors for due diligence and portfolio risk management.  

Risk and Resilience Along California's Coast

The first study to overlay the impacts of sea level rise, storm surge and erosion along California's coast finds this "dynamic" flooding could affect 600,000 people and $150 billion of property, equivalent to over 6% of the the state's GDP by 2100. The new San Francisco Bay Shoreline Adaptation Atlas proposes a science-based framework for identifying adaptation strategies. It focuses on nature-based solutions along the San Francisco Bay and was created by the San Francisco Estuary Institute and SPUR, the San Francisco Bay Area Planning and Urban Research Association.
How We Survive - NPR Podcast
How does technology help us understand climate impacts and how can innovation in tech help drive adaptation? NPR Marketplace Tech's new podcast series, "How We Survive," features speakers leveraging technology for adaptation across sectors. The podcast includes a conversation with NASA's Annmarie Eldering, who shares the agency's new CO2 monitoring system attached to the International Space Station, that's "watching the planet breathe." Jay Koh of private equity firm, the Lightsmith Group, discusses the importance of adaptation finance, and Four Twenty Seven Founder and CEO, Emilie Mazzacurati, highlights the value of integrating climate data into businesses' and investors' strategies.
Upcoming Events on Climate Risk in Asia

Ceres Webinar: Are Asia's Pension Funds Ready for Climate Change?

In this webinar, speakers from the Asian Investor Group on Climate Change (AIGCC), China Water Risk, and Manulife Investment Management will share key findings from their recent report - Are Asia’s Pension Funds ready for Climate Change? Discussions will explore pension fund exposure to water and climate risks in Asia, including the economic impacts and trade flow and supply chain disruptions in the region. Register Here.
May 28, 2019 6pm PST / 9pm EST; May 29, 2019 9am HKT / 11am AEST
 

Institute of International Finance (IIF) Sustainable Finance Workshop

The IIF is hosting a sustainable finance workshop on disclosure, data and scenario analysis. The event will focus on leading practice in climate risk disclosure, including developments in TCFD and the IIF report on leading practices. Speakers include Satoshi Ikeda, Chief Sustainable Finance Officer, Japan FSA and Representative to the Central Banks and Supervisors Network for Greening the Financial System (NGFS); and Keiko Honda, EVP and CEO, Multilateral Investment Guarantee Agency (MIGA), World Bank. To RSVP contact Raymond Aycock (raycock@iif.com or +1 202-857-3652). 
Wed. June 5th from 2:00-5:00pm, Tokyo. 
Upcoming Events

Join the Four Twenty Seven team at these events:

  • May 23EU / UC Berkeley Law - Climate Risk and Sustainable Finance in the EU and California, Berkeley, CA: Founder & CEO, Emilie Mazzacurati, joins an event featuring Mario Nava from the European Commission DG Finance, Betty Yee, California State Controller, and Dave Jones, Insurance Commissioner Emeritus, to discuss the future of sustainable finance. Emilie will join a panel to discuss trends in TCFD reporting and the way forward for the United States in climate risk disclosures. 
  • May 30 – Workshop on the California Heat Assessment Tool, Sacramento, CA: Director of Analytics, Nik Steinberg, and Editor, Natalie Ambrosio, will lead a workshop on the California Heat Assessment Tool for SafeCAT members. 
  • June 4 - 7 – Innovate4Climate, Singapore: Director of Advisory Services, Yoon Kim, will present on climate risk and resilient infrastructure in this event hosted by Temasek. 
  • June 6 - 8 – AIA Conference on Architecture 2019, Las Vegas, NV: Strategic Advisor, Josh Sawislak, will present on climate risk and real estate.
  • June 10 - 12 – US SIF Annual Conference, Minneapolis, MN: Senior Analyst, Lindsay Ross will attend.
  • June 11 - 12 – RI Europe, London, UK: Hear Emilie Mazzacurati present on scenario analysis for physical climate risk and meet with Director, Europe, Nathalie Borgeaud, at Four Twenty Seven's booth.
  • June 12 - 14 – Emergency Preparedness Training Workshop, Sacramento, CA: Nik Steinberg will present on the California Heat Assessment Tool.
  • June 19  – Columbia University and PRI Private Round Table, New York, NY: Emilie Mazzacurati will discuss scenario analysis for physical climate risk at this workshop.
  • June 19 - 21 – Columbia University - At What Point Managed Retreat? New York, NY: Lindsay Ross will attend.  
  • July 4 – Finance for Adaptation Solutions and Technologies Roundtable, London, UK: Emilie Mazzacurati will present on private sector solutions for climate resilience investments during London Climate Week.
  • July 4 Young Professionals Conference 2019, Lisbon, Portugal: Nathalie Borgeaud will present on climate risk in real estate.
  • July 17 - 19 – Oxford Climate Related Financial Risk Course, Oxford, UK: Nathalie Borgeaud will teach a session on measuring climate risk.
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Anticipating Sea Level Rise Impacts on Real Estate Investments

What does the future hold?

New research on sea level rise emphasizes the potential for dire changes over the course of the century. Recent satellite data suggests that warming water is causing East Antarctica to melt more quickly than previously thought and a study released in early May found that almost a quarter of West Antarctica’s ice is thinning, with its largest glaciers shrinking five times faster than in 1992. A study based on expert opinion found that there is the possibility of sea levels rising by 2 meters (6.5ft) under an extreme scenario of  5˚C global temperature increase. This would mean an area of land as big as Libya would be lost, and up to 2.5% of the population globally could be displaced.

The cascading direct and indirect impacts of sea level rise affect all facets of the regional economy. Source: Union of Concerned Scientists.

Extreme scenarios of sea level rise will have severe impacts on our cities and economies. Sea level rise is happening today to a lesser extent; however it is already having tangible impacts on real estate values. This means increasing costs for property owners and tenants, but it also has far-reaching market impacts on access to and cost of insurance, fluctuations in market values and potential increase in local taxes to fund adaptation efforts.

Of all U.S. states, Florida is expected to experience the greatest consequences of sea level rise. Between 1960 and 2015, sea levels along the Florida coast rose by 10-15 cm (4-6 in), and the range of projections vary wide looking a few decades out, with projections ranging from  33 to 122cm  (13-48 in) by 2060.

Widespread flooding risk in Florida

65,000 homes in Florida worth $35 billion are expected to be underwater or impacted daily by high tides in 2040. From soaring insurance premiums and increasing risk of disclosure to declining property value and diminishing tax revenue, sea level rise is already challenging property owners, investors and banks. Among other impacts, the value of single-family homes in Miami-Dade County that are exposed to sea level rise declined by about $465 million between 2005 and 2016.

Furthermore, climate change is predicted to increase the number of strong hurricanes in the region. These stronger storms will combine with sea level rise to exacerbate the impacts of extreme floods. Storm surge flooding damages buildings and landscaping,  destroys merchandise,  and can also have wide-reaching economic impacts due to damaged power and transportation infrastructure.

Downtown Jacksonville, FL flooded during Hurricane Irma. Source: iStock.

Last but not least, tidal flooding, also called “nuisance” or “sunny day” flooding increased from 1.3 to 3 days per year in the Southeast from 2000-2015. By the end of the century tidal flooding could happen daily.  Even with no rainfall, these floods have significant impacts – halting traffic, overburdening drainage systems and damaging infrastructure.

Investors and businesses have a responsibility to understand these risks: using best available science to measure exposure to sea level rise and other flood risks, getting informed on adaptation efforts by local governments, and engaging with local industry associations or other groups to promote further investments in resilience.

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Four Twenty Seven works with investors to provide portfolio hotpot screenings and real time due diligence with site-specific data on sea level rise and other climate risks. Contact us for more detailed analysis and site-specific data on sea level rise exposure and detailed analysis of local jurisdictions’ response.

Assessing Local Adaptive Capacity to Understand Corporate and Financial Climate Risks

January 15, 2019 – 427 REPORT. Building resilient communities and financial systems requires an understanding of climate risk exposure, but also of how prepared communities are to manage that risk. Understanding  the adaptive capacity, or ability to prepare for change and leverage opportunities, of the surrounding area can help businesses and investors determine how exposure to climate risk is likely to impact their assets and what the most strategic responses may be. This report outlines Four Twenty Seven’s framework for creating location-specific actionable assessments of adaptive capacity to inform business and investment decisions and catalyze resilience-building. 

Every investment, from real assets to corporate initiatives, is inextricably connected to its surrounding community. From flooded or damaged public infrastructure hindering employee and customer commutes to competition for water resources threatening business operations and urban heat reducing public health, the impacts of climate change on a community will impact the businesses and real estate investors based in that community. Thus, evaluating how acute and chronic physical climate hazards will affect local communities and communities’ responses enables investors and corporations to assess the full extent of the risks they face.

This report, Assessing Local Adaptive Capacity to Understand Corporate and Financial Climate Risks, outlines Four Twenty Seven’s framework for capturing a city’s adaptive capacity in a way that’s actionable for corporations seeking to understand the risk and resilience of their own facilities and for investors assessing risk in their portfolios or screening potential investments. The framework focuses on three main pillars: 1) awareness, 2) economic and financial characteristics, and 3) the quality of adaptation planning and implementation. It is informed by social sciences research, recent work by credit rating agencies, and our experience working directly with cities and investors.

Figure 2. After New York City subways were flooded during Hurricane Sandy, the New York MTA issued a catastrophe bond to obtain $200 million in insurance coverage, providing an important financial safety net for the city. Image from Wikimedia, by Metropolitan Transportation Authority of the State of New York used with a Creative Commons Attribution 2.0 Generic license.

While a city’s adaptive capacity plays a key role in determining whether or not exposure to climate hazards will lead to damage and loss, cities are also likely to find that their resilience to climate impacts is an increasingly important factor in attracting business and financing, as adaptive capacity is more frequently integrated into credit ratings and screening processes. It is valuable for both cities to understand how investors are interpreting adaptive capacity and for investors to understand which factors of local adaptive capacity translate into increased resilience and reduced financial loss for their assets.

Key Takeaways

  • Corporate and real asset investments can be financially impacted by climate-driven weather events and chronic stresses, even with strong internal risk management systems in place, as climate events can affect the broader community and disrupt local infrastructure.
  • Adaptive capacity, the ability to adjust to potential damage and leverage opportunities, will influence how local jurisdictions and infrastructure are affected by climate-driven weather events.
  • Four Twenty Seven has developed a framework to assess the adaptive capacity of local jurisdictions to inform the private sector, examining a city’s awareness of climate impacts, economic characteristics, and adaptation planning efforts.
  • Understanding a local jurisdiction’s adaptive capacity provides opportunities to engage with decision-makers and relevant institutions to support local efforts to build resilience.

Download the report.

Webinar: Climate Risk in Real Estate

This webinar on climate risk in real estate presents Four Twenty Seven and GeoPhy’s analysis of exposure to physical climate hazards in global real estate investment trusts (REITs).  The presentations includes key findings from the white paper, Climate Risk, Real Estate, and the Bottom Line and a discussion of how physical climate data is leveraged in financial risk reporting for the real estate sector.

Download the slides, including links to resources discussed during the presentations and additional Q&A slides based on the webinar.

Summary

  1. Context and Introductions: Dr. Nils Kok, Chief Economist at GeoPhy and Emilie Mazzacurati, Founder and CEO of Four Twenty Seven
  1. Data and Methodology: Dr. Nils Kok presents GeoPhy’s database of REITs holdings and Nik Steinberg, Director of Analytics at Four Twenty Seven, shares Four Twenty Seven’s scoring methodology for climate risk exposure.
  1. Key Findings: Kendall Starkman, Manager at Four Twenty Seven, presents key findings highlighted in the paper, Climate Risk, Real Estate, and the Bottom Line.
  1. Market Implications & Opportunities for Investors: Emilie Mazzacurati discusses best practices for integrating physical climate risk into financial risk disclosures for real estate investors and Chris Pyke, Research Officer, U.S. Green Building Council, shares results from the GRESB Resilience Module and discusses plans to support reporting on climate risk.

Read more about Four Twenty Seven and GeoPhy’s REITs data product and our other solutions for investors.

Climate Risk, Real Estate, and the Bottom Line

OCTOBER 11, 2018 – BOSTON, MA – Four Twenty Seven & GeoPhy Release First Global Dataset on Real Estate Investment Trusts’ Exposure to Climate Change. 

Four Twenty Seven and real estate technology company GeoPhy today announce the release of a data product that provides granular projections of the impacts of climate change on real estate investment trusts (REITs). REITs represent an increasingly important asset class that provides investors with a vehicle for gaining exposure to portfolios of real estate. The data was launched at the Urban Land Institute Fall Event in Boston, MA, accompanied by a white paper that lays out the implications of climate risk for the real estate sector.

Four Twenty Seven applied its scoring model of asset-level climate risk exposure to GeoPhy’s database of listed real estate investment trusts’ (REITs) holdings, to create the first global, scientific assessment of REITs’ exposure to climate risk. The dataset includes detailed, contextualized projections of climate impacts from floods due to extreme precipitation and sea level rise, exposure to hurricane-force winds,  water stress and heat stress for over 73,500 properties owned by 321 listed REITs.

“Real estate is on the frontline of exposure to climate change” said Emilie Mazzacurati, founder and CEO of Four Twenty Seven. “Many valuable locations and markets are often coastal or near bodies of water, and therefore are going to experience increases in flood occurrences due to increases in extreme rainfall and to sea level rise.” she noted. “These risks can now be assessed with great precision — the availability of this data provides investors with an opportunity to perform comprehensive due diligence which reflects all dimensions of emerging risks.” she concluded.

“The market has begun to price in the potential impacts of fat-tail climate events” noted Dr. Nils Kok, Chief Economist of GeoPhy. “Properties exposed to sea level rise in some parts of the United States are selling at a 7% discount to those with less exposure, and the value of commercial real estate is expected to equally reflect these risks. Leveraging forward-looking data on risk exposure can allow REIT investors to anticipate changes in market valuations and react accordingly.”

Read the report: Climate Risk, Real Estate, and the Bottom Line.

Key findings include:

  • 35 percent of REITs properties globally are currently exposed to climate hazards. Of these, 17 percent of properties are exposed to inland flood risk, 6 percent to sea level rise and coastal floods, and 12 percent to hurricanes or typhoons
  • U.S. markets most exposed to sea level rise include New York, San Francisco, Miami, Fort Lauderdale, and Boston. The high-value REITs most exposed to sea level rise in the U.S. are Vornado Realty Trust and Equity Residential.*
  • Globally, REITs concentrated in Hong Kong and Singapore display the highest exposure to rising seas. Sun Hung Kai Properties, worth $56 billion, has over a quarter of its properties exposed to coastal flooding.
  • 37 Japanese REITs have their entire portfolio exposed to the highest risk for typhoon globally, representing $264.5 billion at risk in properties in Tokyo and other Japanese cities.

Read the report Climate Risk, Real Estate, and the Bottom Line.

Download the Press Release.

*Erratum: A previous version of this blog post mentioned in error that CapitaLand is one of the U.S. REITs most exposed to sea level rise. CapitaLand is a Singapore-based REIT with some exposure to sea level rise but it is not among the most exposed.

———————

Read more about Four Twenty Seven’s REITs data product and our other solutions for investors.

Engaging with Corporates to Build Adaptive Capacity

June 5, 2018 – 427 REPORT. Shareholder engagement is a critical tool to build resilience in investment portfolios. Investors can help raise awareness of rising risks from climate change, and encourage companies to invest in responsible corporate adaptation measures. We identify top targets for shareholder engagement on physical climate risks and provide data-driven strategies for choosing companies and approaching engagement. Our report includes sample questions as an entry point for investors’ conversations about climate risk and resilience with corporations.

Shareholder engagement on climate change has grown tremendously in recent years. Over 270 investors, managing almost $30 trillion collectively, have committed to engage with the largest greenhouse gas emitters through the Climate Action 100+. In addition to their ongoing efforts to engage and encourage companies to reduce emissions, investors are becoming aware of the financial risks from extreme weather and climate change. Climate change increases downside risks: a negative repricing of assets is already being seen where climate impacts are most obvious, such as coastal areas of Miami. As climate change can negatively impact company valuations, investors must strive to bolster governance and adaptive capacity to help companies build resilience.

This Four Twenty Seven report, From Risk to Resilience – Engaging with Corporates to Build Adaptive Capacity, explains the value of engagement, for both corporations and investors and describes data and case studies to drive engagement strategies. While news coverage of extreme weather events can clue investors in to which corporations may be experiencing climate-driven financial damage, new data can empower investors to identify systemic climate risk factors and proactively engage companies likely to experience impacts in the future. Reactive engagement strategies based on news stories can also use data to more thoroughly explore corporations highlighted in the news, by examining other hazards that may pose harm to their operations.

The report also identifies the Top 10 companies with the highest exposure to physical climate risk in the Climate Action 100+ and calls for investors to leverage their engagement on emissions to also address urgent issues around climate impacts and building resilience.

Once they identify companies, shareholders can use a variety of questions to gain a deeper understanding of companies’ vulnerability to climate hazards and their governance and planning processes, or adaptive capacity, to build resilience to such impacts. The report provides sample questions for different components of climate risk, including Operations Risk, Market Risk and Supply Chain Risk, as well as Adaptive Capacity.

Key Takeaways

• The impacts of a changing climate pose significant downside risk for companies; a risk bound to increase as the climate continues to degrade.
• At present, investors are likely to become aware of exposure to financial damages from extreme weather events only after they have occurred. Disclosure is limited but gaining traction.
• Corporate engagement is a tool to encourage companies to deploy capital and technical assistance to build resilience in their operations and supply chains.
• Investors can select target companies reactively based on prior incidents or pro-actively identify firms that would benefit from resilience plans.
• Investors should question companies on their exposure to physical climate risks via their operations, supply chain and market, as well as how they are building resilience to these risks through risk management and responsible corporate adaptation strategies.

Download the report.

Download the press release.

Newsletter: US Munis Increasingly Vulnerable to Floods, Storms and Drought

 

 

Four Twenty Seven’s monthly newsletter highlights recent developments in climate adaptation and resilience. This month, don’t miss our new report on muni climate risk exposure, details on upcoming Four Twenty Seven webinars and an update on risk disclosure resources!

In Focus: U.S Munis Increasingly Vulnerable to Floods, Storms, and Drought

New report from Four Twenty Seven analyzes exposure to climate hazards in U.S. muni market


Our latest report Assessing Exposure to Climate Change in U.S. Munis identifies U.S. cities and counties most exposed to the impacts of climate change. As credit rating agencies start integrating physical climate risk into their municipal ratings, our new climate risk scores help inform investors with forward-looking, comparable data on the climate risks that impact these municipalities. Learn more about Four Twenty Seven climate risk scores for cities and counties and options to finance city resilience in our Webinar: Building City-level Climate Resilience, May 23.

Read the Report

Advancing TCFD Guidance on Physical Climate Risk and Opportunities

EBRD and GCECA Conference on May 31

Advancing TCFD Guidance on Physical Climate Risks and Opportunities is a targeted initiative to lay the foundations for a common conceptual framework and a standard set of metrics for physical climate risks and opportunities disclosures. Working with thought-leaders in the financial and corporate sectors, the European Bank for Reconstruction and Development (EBRD) and the Global Climate Center for Excellence on Climate Adaptation (GCECA), with the support from technical experts Four Twenty Seven and Acclimatise, developed a set of technical recommendations on metrics for risks and opportunities disclosures.

The final report will be released during a conference held at the EBRD’s headquarters in London on May 31st, 2018. Four Twenty Seven founder and CEO Emilie Mazzacurati will facilitate the panel discussion on the project’s key findings with Murray Birt from DWS, Simon Connell from Standard & Chartered, Craig Davies from EBRD, and Greg Lowe from AON.

TCFD Knowledge Hub

The recently launched TCFD Knowledge Hub is a curated platform of insights and resources on climate risk reporting. Users can search by keyword or sort for resources by the four TCFD themes. There is a broad set of research, tools and frameworks for implementing the TCFD recommendations, including our Lender’s Guide for Considering Climate Risk in Infrastructure Investments, our Technical Brief on Using Climate Data and a Climate Scenario Guide for Investors.

Helping Banks Build Climate Resilience

Acknowledging that financial impacts, regulatory pressures and industry action all point toward the need for climate-related risk disclosure and more comprehensive data, IDB Invest asserts that what may have formerly been ancillary ESG factors must now be central to business decisions. They report on four key messages from their annual Sustainability Week, in their article “Four insights for banks willing to seize sustainable finance opportunities.” 

The key takeaways are that risk analysis must include more than solely financial data, technology is a crucial ally in translating data into actionable insights, new ways to understand risk bring new market opportunities, and prioritization of ESG and climate analysis demand shifting human capital needs. Four Twenty Seven provided one of the featured new technologies, combining climate data with data on bank’s credit portfolios to assess climate-related risks and new market opportunities for banks in Ecuador. Read more.

Tomorrow! Four Twenty Seven Webinar:
Building City-level Climate Resilience

Wed, May 23, 2018 11:00AM – 12PM PT 

Four Twenty Seven is hosting a webinar to provide insight into concrete actions that cities can take to more effectively attract investor financing for climate adaptation and resilience, and share findings from our comprehensive analysis of city-level physical climate risks in the U.S. The webinar will be recorded and made available in the Insights section of our website. Register here.

Save the date – Four Twenty Seven Webinar:
Metrics for Physical Climate Risks Disclosure

Four Twenty Seven will host a webinar on TCFD reporting, emerging metrics and best practice for physical climate risks and opportunities disclosures. We will provide insights and lessons from the front line on:

  • How to use climate data to assess risks
  • Do’s and don’ts of scenario analysis
  • How to structure your TCFD/Art. 173 disclosures
  • Strategies for corporate engagement

Tues. June 12 at 8am PT; 11am ET; 4pm CET:

Register Here

Tues. Wed. 13 June at 9am HKT/SGT; 10am JST; 11am AEST (June 12 at 6pm PT):

Register Here

The Third California Adaptation Forum

The biennial California Adaptation Forum will take place in Sacramento from August 28-29. This multidisciplinary gathering of adaptation professionals and local stakeholders will include plenaries, workshops and sessions discussing trends in climate resilience, forward-looking adaptation policy, strategies for adaptation finance and new tools.

Upcoming Events

Join the Four Twenty Seven team in the field at these upcoming events:

  • May 23: Four Twenty Seven Webinar Building City-level Climate Resilience, 11am-12pm PT: This webinar will discuss city level physical climate risks and opportunities to access climate adaptation and resilience financing. Register here.
  • May 23: Capital Region Climate Readiness Collaborative Quarterly Meeting, Sacramento, CA: Advisory Services Manager, Kendall Starkman, will join this quarterly meeting focused on the drivers of poor air quality in the Capital Region.
  • May 31: Advancing TCFD Guidance on Physical Climate Risk and Opportunities, London, UK: Four Twenty Seven is a strategic partner for this event hosted by EBRD and GCECA to discuss emerging guidance on metrics for physical climate risk disclosures and scenario analysis and Emilie Mazzacurati will moderate a panel presenting findings on physical risk metrics.
  • June 5-6: Responsible Investors Europe, London, UK: Hear Emilie Mazzacurati speak on a panel on corporate engagement and also meet with Chief Development Officer, Frank Freitas, and Senior Risk Analyst, Léonie Chatain, to discuss ratings and engagement on physical climate risk in equities.
  • June 7-9: 7th Sustainable Finance Forum, Waddesdon, UK: COO Colin Shaw will speak on a panel called “Supply chain transparency and network analysis” at this forum hosted by the Sustainable Finance Programme at the University of Oxford.
  • June 12: Four Twenty Seven Webinar: Metrics for Physical Climate Risks Disclosure, 8am PT and 6pm PT: This webinar will cover TCFD reporting, emerging metrics and best practice for physical climate risks and opportunities disclosures.
  • June 12-14: VERGE Hawaii, Honolulu, HI: Kendall Starkman, will speak about Four Twenty Seven’s heat assessment work at this convening of corporate, government and NGO stakeholders committed to building resilient cities and economies.
  • June 18-21: Adaptation Futures 2018, Cape Town, South Africa: Director of Advisory Services, Yoon Kim, will facilitate a session exploring integrating climate risks into infrastructure investment decisions.
  • June 26: GRESB’s Sustainable Real Assets Conference, Sydney, Australia: Meet with  Frank Freitas at GRESB’s annual conference on resilient infrastructure investments.
  • August 28-29: 3rd California Adaptation Forum, Sacramento, CA: Save the date for this opportunity to join over 600 climate leaders in workshops, sessions and networking around adaptation action in California.
  • September 12-14: PRI in Person, San Francisco, CA: Join the Four Twenty Seven team at this annual convening of responsible investment industry leaders.
  • September 12-14: Global Climate Action Summit, San Francisco, CA: Join the Four Twenty Seven team at this convening of global climate adaptation experts meant to propel action around the Paris Agreement.

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Assessing Exposure to Climate Risk in U.S. Municipalities

May 22, 2018 – 427 REPORT. Cities and counties are bearing the costs of the sixteen billion-dollar disasters in the United States in 2017, raising concerns over the resilience of municipalities to the impacts of climate change and associated financial shocks. Credit rating agencies are increasingly integrating physical climate risk into their municipal rating criteria; however, they lack concrete metrics that compare and assess which municipalities are exposed to climate impacts. Four Twenty Seven’s new local climate risk scores provide comparable, forward-looking data to fill this gap. This report discusses our approach to measuring exposure to climate hazards and highlights cities and counties most exposed to the impacts of climate change.

Following Hurricane Harvey, Moody’s downgraded Port Arthur from A1 to A2 due to its “weak liquidity position that is exposed to additional financial obligations from the recent hurricane damage, that are above and beyond the city’s regular scope of operations.” (Moody’s). This follows the recent trend of rating agencies increasingly considering climate change and past extreme weather events in their evaluations of U.S. cities. While this consideration is an important step, their evaluations could be better informed by incorporating forward-looking comparable data on the climate risks that impact these municipalities.

Featuring Four Twenty Seven’s new local level exposure scores, our report Assessing Exposure to Climate Change in U.S. Munis, shares key findings from our scoring of all 3,142 U.S. counties and the 761 cities over 50,000 in population. The research results are based on Four Twenty Seven’s market-leading expertise in five major climate categories, including cyclones/hurricanes, sea level rise, extreme rainfall, heat stress, and water stress. “This new dataset provides a comprehensive suite of risk scores to better inform rating and pricing decisions,” says Emilie Mazzacurati, Founder & CEO. “We believe that our analytics will be very helpful for all market participants, including muni bond investors, local governments, and ratings agencies.”

This report highlights specific cities and counties most exposed to each climate hazard and also discusses regional trends and economic sensitivities that may exacerbate a muni’s vulnerability.  “Climate risk is increasingly a part of our credit analysis for municipal issuers across the country,” said Andrew Teras, senior analyst at Breckinridge Capital Advisors. “The climate risk scores developed by Four Twenty Seven provide a comparable way to evaluate climate exposure and will give us another factor for assessing our investment universe.”

Key Findings

  • Sea Level Rise: The mid-Atlantic, particularly New Jersey, Virginia, North Carolina and Florida, has the highest exposure to coastal flooding in the United States, with the Bay Area and Pacific Northwest also highly exposed in several of their coastal cities and counties.
  • Cyclones/Hurricanes: The majority of cyclone risk in the United States is concentrated in the Southeast, given its geographic proximity to the Gulf of Mexico and the tropical Atlantic Ocean. The coastal Mid-Atlantic and Northeast are also exposed to cyclones, but they tend to be less frequent than in the Southeast and somewhat weaker on average after interacting with land or cooler ocean waters.
  • Extreme Rainfall: The Midwest is particularly exposed to heightened flood risk due to changing rainfall patterns. Recent advancements in attribution science show extreme rainfall to be the main driver of recent floods rather than 20th century agricultural practices, as was largely believed to be the case until recently.
  • Heat Stress: The highest heat stress scores tend to be centered in the Southeast and Midwest, concentrated in Missouri and western Illinois and fanning out to the Great Plains, Mississippi River Basin, and Florida.
  • Water Stress: Key watersheds for agricultural production such as the Central Valley aquifer system in California and the Ogallala Aquifer in the Great Plains are highly exposed to water stress. The agriculturally-dominated areas of Bakersfield, Delano, and Visalia, CA along the Central Valley Aquifer are among the ten cities most exposed to water stress. Similarly, municipalities along the Ogallala Aquifer in the Great Plains also rely heavily on agriculture and are among the most exposed to water stress.

Download the report.

Download the press release.