South Africa

For historical data, GHG inventory data submitted to the UNFCCC accessed via the UNFCCC data portal was used for 1990 and 1994 (UNFCCC, 2019) and the National GHG Inventory Report published by the Ministry of Forestry, Fisheries and the Environment in 2022 was used for 2000 to 2020 (DFFE, 2023), with linear interpolation between 1990–1994 and 1994–2000. We used multiple sources because no single source provides a full data set from 1990-2021.

For the year 2021, we use growth rates from PRIMAP historical emissions applied to the 2020 inventory data points (Gütschow & Pflüger, 2023).

Important to highlight, the University of Cape Town’s technical emissions scenario analysis which informed the 2021 NDC update found significantly lower emission levels compared to the 2023 National GHG Inventory report due to the use of different methodologies and data sources (Marquard et al., 2021). For 2017, for example, there is a 15 MtCO₂e difference between both estimates. We currently rely on official estimates provided by the Government of South Africa as explained above.

In its 2021 updated NDC, South Africa provides an absolute emissions level in the target range 350–420 MtCO₂e including LULUCF for 2030 (Government of South Africa, 2021b). Assuming LULUCF remains at the average level over 2011–2020 (-17 MtCO₂e), this NDC translates to an emissions level of between 367–437 MtCO₂e excluding LULUCF in 2030.

It is unclear which GWP values have been used to calculate the target range of the updated NDC of 2021. The NDC states that its targets are based on the latest inventory report, which uses SAR values, and that the country will transition to using AR5 in 2024.

In its first NDC of 2016, South Africa’s target range was calculated using AR4 values. As the lower bound of the target range for 2025 is 398 MtCO₂e (incl. LULUCF) in both the first NDC of 2016 and the updated NDC of 2021, we assume that South Africa has continued to use AR4 values for these figures, notwithstanding the values used in its inventory report. Furthermore, the comparison that “the upper end of the target range in 2025 has been reduced by 17%, and the upper end of the target range in 2030 has been reduced by 32%, and the lower range by 12%” (Government of South Africa, 2021b) points to comparing both target ranges in AR4.

Lower bound projection

The lower bound of the current policy projections is based on a combination of the IEA World Energy Outlook (WEO) 2020 for CO₂ emissions from fuel combustion (IEA, 2020) and non-CO₂ emissions from the US EPA (2019). For other CO₂ emissions (fugitive CO₂ emissions and process emissions), we used historical data from the National GHG Inventory Report extended to 2021 with growth rates from PRIMAP and assume a direct correlation to emissions from coal-fired power plants afterwards (DFFE, 2023; Gütschow & Pflüger, 2023).

The WEO2020 Stated Policies Scenario for CO₂ emissions from fuel combustion assumes full implementation of the 2019 Integrated Resource Plan with COVID-19 delay. For this reason, we do not further need to adjust installed energy capacities by 2030 as in past CAT assessments for South Africa using the Current Policies Scenario available in previous WEO reports.

For non-CO₂ emissions, we applied the growth rate from US EPA (2019) projections until 2030 to historical emissions. For CO₂ process emissions and fugitive CO₂ emissions, historical emissions data from PRIMAP (Gütschow & Pflüger, 2023) was used to check the correlation to emissions from coal-fired power plants. For projections, CAT assumes that this correlation will continue, meaning that we assume CO₂ process emissions to develop with the same trend as the CO₂ emissions from coal fired power plants in our current policy projections.

Upper bound projection

The upper bound of the current policy projections is based on the ‘existing policies scenario with reference growth rate’ by the University of Cape Town’s technical emissions scenario analysis to inform the 2021 NDC update (Marquard et al., 2021). The ‘existing policy scenario’ assumes the full implementation of the IRP2019, a new world-scale crude refinery coming online in 2028 in line with government procurements, other crude refining capacity and coal-to-liquids capacity available until 2050, and the forecasted modernisations introduced by the 1st and 2nd National Waste Management Strategies.

We harmonise the scenario’s growth rates for total emissions excluding land use emissions to the latest historical datapoint of 2021. This harmonisation process results in significantly higher final estimates for 2030 than assumed by the University of Cape Town’s ‘existing policies scenario with reference growth rate’ (502MtCO₂e compared to 479 MtCO₂e excluding LULUCF). Note that the University uses GWP values from the IPCC’s Second Assessment Report (SAR), while the CAT uses GWP values from the Fourth Assessment Report (AR4).

The planned policy projections is based on the ‘planned policies scenario with reference growth rate’ by the University of Cape Town’s technical emissions scenario analysis to inform the 2021 NDC update (Marquard et al., 2021). Beyond the measures included under the ‘existing policy scenario’ (see section above), the ‘planned policy scenario’ assumes the full implementation of recently announced IRP2019 expansion plans, the Green Transport Strategy, the draft post-2015 National Energy Efficiency Strategy, and the carbon tax.

We harmonise the scenario’s growth rates for total emissions excluding land use emissions to the latest historical datapoint of 2021. This harmonisation process results in significantly higher final estimates for 2030 than assumed by the University of Cape Town’s ‘existing policies scenario with reference growth rate’ (404 MtCO₂e compared to 383 MtCO₂e excluding LULUCF). Note that the University uses GWP values from the IPCC’s Second Assessment Report (SAR), while the CAT uses GWP values from the Fourth Assessment Report (AR4).

The South African government provides no underlying assumptions on its 2050 net-zero CO₂ target as part of a visionary statement in its LTS (Republic of South Africa, 2020). For this reason, we assumed that CO₂ emissions will decline at a linear rate between 2030 and 2050 to balance LULUCF sinks in 2050. We assume that non-CO₂ emissions will decline at a linear rate between 2030 and 2080 in line with the IPCC SR1.5 pathways.

The CAT uses Global Warming Potential (GWP) values from the IPCC's Fourth Assessment Report (AR4) for all its figures and time series. Assessments completed prior to December 2018 (COP24) used GWP values from the Second Assessment Report (SAR). The ‘NDC targets’ section above outlines the uncertainties on GWP assumed for the updated NDC target range.