Portfolio Carbon Intensity Calculator
Our other calculator computes portfolio carbon intensity accurately. Enter measurements for results with formulas and error analysis.
Reviewed for accuracy by Daniel Agrici, Founder & Lead Developer
Portfolio Carbon Intensity Calculator
Calculator
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Formula: WACI = Sum of (Weight_i x Emissions_i / Revenue_i)
Worked example โ WACI: 0.54 tCO2e/$M revenue | Attributed emissions: 84 tCO2e | Rating: High Carbon
Formula
WACI = Sum of (Weight_i x Emissions_i / Revenue_i)
Where Weight_i is the portfolio weight of holding i (market value of holding / total portfolio value), Emissions_i is total Scope 1+2 greenhouse gas emissions in tCO2e, and Revenue_i is annual revenue in millions USD. The sum is taken across all holdings in the portfolio.
Worked Examples
Example 1: Three-Stock Portfolio Assessment
Problem:Portfolio value $100,000. Company A: $50,000 invested, 120 tCO2e emissions, $200M revenue. Company B: $30,000 invested, 80 tCO2e, $150M revenue. Company C: $20,000 invested, 40 tCO2e, $100M revenue.
Solution:Company A: weight = 50%, intensity = 120/200 = 0.60, weighted = 0.50 x 0.60 = 0.300 Company B: weight = 30%, intensity = 80/150 = 0.533, weighted = 0.30 x 0.533 = 0.160 Company C: weight = 20%, intensity = 40/100 = 0.40, weighted = 0.20 x 0.40 = 0.080 WACI = 0.300 + 0.160 + 0.080 = 0.540
Result:WACI: 0.54 tCO2e/$M revenue | Attributed emissions: 84 tCO2e | Rating: High Carbon
Example 2: Low-Carbon Portfolio Comparison
Problem:Portfolio value $200,000. Green Energy Co: $100,000 invested, 10 tCO2e, $500M revenue. Tech Co: $60,000 invested, 15 tCO2e, $300M revenue. Healthcare Co: $40,000 invested, 8 tCO2e, $200M revenue.
Solution:Green Energy: weight = 50%, intensity = 10/500 = 0.02, weighted = 0.50 x 0.02 = 0.010 Tech Co: weight = 30%, intensity = 15/300 = 0.05, weighted = 0.30 x 0.05 = 0.015 Healthcare: weight = 20%, intensity = 8/200 = 0.04, weighted = 0.20 x 0.04 = 0.008 WACI = 0.010 + 0.015 + 0.008 = 0.033
Result:WACI: 0.033 tCO2e/$M revenue | Attributed emissions: 14.2 tCO2e | Rating: Low Carbon
Frequently Asked Questions
What is portfolio carbon intensity and why does it matter?
Portfolio carbon intensity measures the greenhouse gas emissions associated with an investment portfolio, typically expressed as tons of CO2 equivalent per million dollars of revenue. It matters because investors increasingly need to understand and manage the climate-related risks embedded in their portfolios. The Task Force on Climate-related Financial Disclosures (TCFD) recommends weighted average carbon intensity as a key metric for portfolio climate analysis. High carbon intensity portfolios face greater regulatory risk, potential stranded asset exposure, and reputational concerns as the world transitions toward a low-carbon economy.
How is Weighted Average Carbon Intensity (WACI) calculated?
WACI is calculated by summing the product of each holdings portfolio weight and its carbon intensity. For each holding, the carbon intensity is computed as total Scope 1 and Scope 2 emissions (in tCO2e) divided by revenue (in millions of dollars). The portfolio weight is the market value of each holding divided by total portfolio value. The formula is: WACI = Sum of (Weight_i x Emissions_i / Revenue_i) for all holdings i. This approach, recommended by TCFD, normalizes for company size and allows comparison across portfolios of different sizes, making it the industry-standard metric for portfolio-level climate assessment.
What are Scope 1, Scope 2, and Scope 3 emissions in portfolio analysis?
Scope 1 emissions are direct emissions from owned or controlled sources, such as combustion in company vehicles or on-site manufacturing. Scope 2 emissions are indirect emissions from purchased electricity, steam, heating, and cooling. Scope 3 emissions cover all other indirect emissions in the value chain, including supply chain, product use, and employee commuting. For portfolio carbon intensity calculations, most frameworks focus on Scope 1 and 2 because the data is more reliable and standardized. However, forward-looking analyses increasingly incorporate Scope 3, which can represent 80 percent or more of total emissions for many sectors.
What is a good portfolio carbon intensity score?
A good portfolio carbon intensity score depends on the benchmark and investment strategy. As a general guide, the MSCI World Index has a WACI of approximately 150 tCO2e per million USD revenue. Portfolios targeting Paris Agreement alignment typically aim for carbon intensity below 100 tCO2e per million USD revenue, with annual reductions of 7 percent or more. Low-carbon index funds may achieve intensities 50 to 70 percent below their parent benchmarks. Net-zero aligned portfolios set even more ambitious targets, often requiring carbon intensity to halve by 2030 relative to 2019 levels, consistent with limiting global warming to 1.5 degrees Celsius.
How do financed emissions differ from carbon intensity?
Financed emissions represent the absolute greenhouse gas emissions attributed to an investor based on their ownership share, measured in tons of CO2 equivalent. Carbon intensity, by contrast, normalizes emissions by revenue, providing a ratio that allows comparison across companies of different sizes. Financed emissions are calculated as: sum of (portfolio weight x company emissions) for each holding. While carbon intensity is useful for comparing portfolios and benchmarking, financed emissions provide the actual climate impact attributable to the portfolio. Both metrics are important: intensity for relative assessment and portfolio construction, and financed emissions for setting absolute reduction targets aligned with climate science.
What data sources are used for portfolio carbon analysis?
Primary data sources for portfolio carbon analysis include company sustainability reports, CDP disclosures (formerly Carbon Disclosure Project), regulatory filings, and specialized ESG data providers such as MSCI ESG Research, Sustainalytics, S&P Global Trucost, and ISS ESG. These providers collect, standardize, and estimate emissions data for thousands of publicly traded companies. For companies that do not disclose emissions data, providers use estimation models based on sector averages, revenue, and business activities. Data coverage varies by region and market cap, with large-cap companies in developed markets typically having the best coverage, while small-cap and emerging market companies may rely more heavily on estimated rather than reported data.
How can I reduce my portfolio carbon intensity?
Reducing portfolio carbon intensity can be achieved through several strategies. Negative screening excludes high-carbon sectors like coal mining or oil extraction. Best-in-class selection favors companies with lower carbon intensity within each sector. Portfolio tilting overweights low-carbon companies and underweights high-carbon ones while maintaining sector diversification. Active engagement involves using shareholder influence to push companies toward decarbonization. Thematic investing allocates capital to clean energy, energy efficiency, and climate solutions. Many institutional investors combine these approaches, setting intermediate carbon reduction targets (for example, 50 percent reduction by 2030) while maintaining acceptable risk-return characteristics.
What frameworks govern portfolio carbon reporting?
Several frameworks guide portfolio carbon reporting. The TCFD (Task Force on Climate-related Financial Disclosures) provides recommendations for financial institutions to report climate-related risks, including portfolio carbon metrics. The Partnership for Carbon Accounting Financials (PCAF) offers a standardized methodology for measuring and reporting financed emissions across asset classes. The Net Zero Asset Managers initiative commits signatories to net-zero portfolio emissions by 2050. The EU Sustainable Finance Disclosure Regulation (SFDR) requires financial products to disclose sustainability characteristics. The Science Based Targets initiative for Financial Institutions (SBTi-FI) provides validated target-setting methods aligned with climate science.
What are the limitations of portfolio carbon intensity metrics?
Portfolio carbon intensity metrics have several limitations. First, data quality varies significantly; many companies do not report emissions, requiring estimation. Second, WACI is influenced by revenue fluctuations, meaning a company can appear to decarbonize simply because revenue increased even if absolute emissions stayed constant. Third, Scope 3 emissions are often excluded despite representing the majority of real-world impact. Fourth, backward-looking metrics do not capture companies transition plans or future commitments. Fifth, the metric focuses on listed equities and is less developed for other asset classes like fixed income, real estate, or private equity. Investors should use carbon intensity alongside forward-looking metrics and scenario analysis.
How does portfolio carbon intensity relate to climate risk?
Portfolio carbon intensity serves as a proxy for transition risk, which is the financial risk associated with the shift to a low-carbon economy. High carbon intensity portfolios face greater exposure to carbon pricing mechanisms (like carbon taxes or cap-and-trade systems), regulatory changes restricting emissions-intensive activities, shifts in consumer preferences, and potential stranded assets. Research by organizations like Carbon Tracker has shown that significant fossil fuel reserves may become unburnable under Paris Agreement scenarios. However, carbon intensity alone does not capture physical climate risks such as extreme weather events, sea level rise, or water scarcity, which require separate analytical frameworks and scenario modeling.
References
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Reviewed for accuracy by Daniel Agrici, Founder & Lead Developer ยท Editorial policy
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