ICE Climate Risk data helps quantify climate-related financial risks--including Climate Value-at-Risk, revenue impairment, and stress testing--for both public and private companies. It combines physical risk metrics from global climate models and transition risk data on emissions and reduction targets to support scenario analysis across corporates and sovereigns.
Physical risk
1.6 billion buildings
3 million corporate asset locations
- Hurricane wind
- Wildfire
- Flooding: coastal, fluvial, pluvial
- Extreme heat
- Extreme cold
Transition risk
30,000 public companies
1.8 million securities
5 million private companies
- Scope 1 & 2 Emissions / Intensity
- Scope 3 Emissions / Intensity (all 15 categories)
- Implied Temperature Rise (ITR)
- GHG Emissions reduction targets
- Avoided emissions
Climate Value at Risk
17,000 global companies
1.6 billion buildings
3 million corporate asset locations
- Scope 1, 2 & 3 emissions
- Company specific GHG emissions reduction targets
- Chronic and Acute Physical Risks
- Custom financial and carbon price assumptions
- Consistent with NGFS scenarios
Hazard Watch
~1 million municipal securities
3 million corporate assets
99.9% of U.S. properties
35 million+ active primary U.S. mortgages
- Extreme weather event monitoring in near real-time
- Financial exposure to forecasted, active, and historical events
- Hurricanes, floods, tornadoes, and wildfires
Interested to learn more? Speak to a specialist
Exposure (Building Type)
■ Building footprints
- ICE uses machine learning to estimate global building characteristics which are then used to derive damage functions for 1.6 billion buildings covered worldwide
Hazard (Flooding)
■ Building footprints ■ Fluvial Flooding layer
- ICE uses the latest climate models to develop hazard data to assess exposure to physical risk
Vulnerability (Damage)
2050, SSP5-8.5, 100-year-return period
- ICE extracts hazard data at the building footprint level for three climate scenarios to calibrate climate vulnerability
Source: ICE Climate, as of January 2025. Contains information from Microsoft’s Global ML Building Footprints, which is made available here under the Open Database License (ODbL).
Metric aggregation
Physical risks are assessed at the individual asset level and aggregated to corporations, sovereigns, pools of mortgages and real estate portfolios—allowing clients to gain a consistent, portfolio-wide view of exposure across asset classes.
Reported Emissions Data (Scope 1 & 2)
by Region (%)
Emissions Data (Scope 1 & 2)
by Data Quality
Private Emission Data
by Region (%)
Source: Coverage as of April 2025, using Annual 2025 Emissions Dataset
Public companies
- 12,000+ companies analyzed
- 8,200+ companies reporting Scope 1 & 2 emissions
- 7,900+ companies reporting complete Scope 1 & 2 emissions
- 4,500+ companies reporting at least one category of Scope 3
- 30,000+ companies modelled data
- 1.8+ million securities covered across equities/fixed income/sovereigns
Private companies
- 5+ million private companies modelled data
- Inference of Scope 1, 2 & 3 (including all 15 categories) emissions for private and non-disclosing companies
- Coverage can be expanded to meet client requirements (client inputs such as size, sector and location is required) for private companies / unlisted securities / Small Medium Enterprises (SMEs)
ICE delivers multi-asset class emissions data and analytics, including for the most underserved fixed income and other asset classes, enabling total portfolio financed emissions calculations and transition risk analysis. Our multi asset coverage of transition risk data is global and includes total portfolio analytics with approximately 4.2 million fixed income instruments, including issuers, corporate bonds, municipals, sovereigns and money markets across North America, Europe and Asia.
Learn more: Multi Asset Transition Risk Assessment
Multi-asset class product solutions
Corporates
- 1.8 million bond and equity securities
- 30,000 publicly-listed companies
- Private companies covered on a bespoke basis
Sovereigns
- 245,000 sovereign bonds
- Over 200 countries and government-related entities
US Municipal Bonds
- 1 million securities
- 30k issuer and obligor entities
- 450,000 locations
Mortgage-backed Securities
- 1.8 million securities (Agency & Non-Agency issuers)
- 105 million RMBS loans
- 650,000 CMBS properties
Real Estate
- 99.9% of U.S. residential and commercial properties (over 160 million)
- 1.6 billion buildings globally
**Coverage data current as of Feb 2025
Related content
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These risks can be aggregated to municipalities, countries, corporations, pools of mortgages, and real estate portfolios to understand exposure across asset classes.
Avoided Emissions: Identifying climate opportunities
As one of the key measures of positive impact, Avoided Emissions are more topical than ever. In webinar, ICE and industry experts discussed how financial institutions and corporates are using avoided emissions to identify impact and climate opportunities.
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The pathway to a lower global carbon economy is defined in many aspects by the pace of country-level (sovereign) decarbonization. In this regard, it is encouraging that 107 countries representing 82% of global greenhouse gas (GHG) emissions have adopted a net zero target, while 194 countries (and the European Union) have signed up to the Paris Agreement.