Clean-energy technologies contributed more than 10% of China’s economic growth in 2024 for the first time ever, with sales and investments worth 13.6tn yuan ($1.9tn).
Clean-energy sectors drove a quarter of the country’s gross domestic product (GDP) growth in 2024 and have overtaken real-estate sales in value.
The new sector-by-sector analysis for Carbon Brief, based on official figures, industry data and analyst reports, shows the growing role of clean technology in China’s economy – particularly the so-called “new three” industries, namely, solar, electric vehicles (EVs) and batteries.
For this analysis, a broad definition has been used for “clean-energy” sectors, including renewables, nuclear power, electricity grids, energy storage, EVs and railways. These are technologies and infrastructure needed to decarbonise China’s production and use of energy.
Other key findings from the analysis include:
- Clean-energy investment reached 6.8tn yuan ($940bn), with annual growth of 7% cooling markedly – as expected – from the 40% expansion in 2023.
- China’s investment in clean energy was close to the global total put into fossil fuels in 2024 and was of a similar scale to the overall size of Saudi Arabia’s economy.
- The “new three” of EVs, batteries and solar continued to dominate the economic contribution of clean energy in China, generating three-quarters of the value added and, overall, attracting more than half of all investment in the sectors.
- The growth in economic output from clean-energy sectors played a key role in driving their overall contribution to GDP in 2024, whereas investment was the driver in 2023.
- Including the value of production, clean-energy sectors contributed 13.6tn yuan ($1.9tn) to China’s economy overall – just above 10% of total GDP.
- These sectors grew three times as fast as the Chinese economy overall, accounting for 26% of all GDP growth in 2024.
- Significantly, China would have missed its 5% target for GDP growth without the growth from clean technologies, expanding by 3.6% instead of the 5.0% reported.
There is likely to be further growth in clean-energy investment in 2025 as major projects race to finish before the end of the 14th five-year plan, covering 2021-2025.
Beyond this year, development of the clean-energy sectors depends strongly on the new targets and policies in the next five-year plan, which is being finalised this year.
- Clean energy reaches GDP milestone
- EVs and solar were the top growth drivers
- Role of cleantech manufacturing in emissions growth
- Falling prices boost adoption, but challenge producers
- Implications of rapidly growing clean-energy economy
- About the data
Clean energy reaches GDP milestone
In 2023, clean energy was behind an estimated 40% of economic growth in China, driven by a huge wave of investment in manufacturing capacity in the sector.
As noted in last year’s analysis, it was inevitable that the extraordinary growth rates of investment would cool down in 2024 – and the new data bears this out.
Nevertheless, investment in the clean-energy sectors continued to grow in 2024. Moreover, growth in the production of goods and services in the sectors held up, at over 20%.
As a result, clean-energy sectors made up more than 10% of China’s GDP in 2024 for the first time ever, as shown in the figure below.

The overall economic contribution from clean-energy sectors, at 13.6tn yuan ($1.9tn), is of a similar scale to many major economies, such as Saudi Arabia or Switzerland.
Equally, the sectors now make up a larger share of China’s economy than real-estate sales, at 9.6tn yuan, or agriculture at 9.1tn yuan.
EVs and solar were the top growth drivers
The value of production and investments in clean-energy sectors grew an estimated 13% overall in 2024 – and has increased by 50% since 2022, as shown in the figure below.

Investments in clean-energy sectors reached an estimated 6.8tn yuan ($940bn), up 7% year-on-year, contributing almost half of all growth in fixed asset investments.
The production of goods and services in the sectors grew by 21%, reaching 6.8tn yuan ($950bn).
Electric-vehicle production was the most valuable sector overall, followed by clean-power production, rail transportation, electricity transmission and storage and energy efficiency.
The table below includes a detailed breakdown by sector and activity.
| Sector | Activity | Value in 2024, CNY bln | Value in 2024, USD bln | Year-on-year growth |
|---|---|---|---|---|
| EVs | Investment: manufacturing capacity | 1,393 | 194 | 11% |
| EVs | Investment: charging infrastructure | 122 | 17 | 20% |
| EVs | Production of vehicles | 3,067 | 427 | 36% |
| Batteries | Investment: battery manufacturing | 205 | 29 | -35% |
| Batteries | Exports: batteries | 494 | 69 | 8% |
| Solar power | Investment: power generation capacity | 1,031 | 144 | 28% |
| Solar power | Investment: manufacturing capacity | 779 | 109 | -18% |
| Solar power | Electricity generation | 386 | 54 | 41% |
| Solar power | Exports of components | 607 | 85 | 14% |
| Wind power | Investment: power generation capacity, onshore | 417 | 58 | 5% |
| Wind power | Investment: power generation capacity, offshore | 48 | 7 | -44% |
| Wind power | Electricity generation | 440 | 51 | 14% |
| Nuclear power | Investment: power generation capacity | 129 | 18 | 49% |
| Nuclear power | Electricity generation | 200 | 28 | 3% |
| Hydropower | nvestment: power generation capacity | 95 | 13 | 19% |
| Hydropower | Electricity generation | 567 | 79 | 11% |
| Rail transportation | Investment | 851 | 118 | 11% |
| Rail transportation | Transport of passengers and goods | 990 | 138 | 3% |
| Electricity transmission | Investment: transmission capacity | 608 | 85 | 15% |
| Electricity transmission | Transmission of clean power | 46 | 6 | 17% |
| Energy storage | Investment: Pumped hydro | 403 | 56 | 13% |
| Energy storage | Investment: Grid-connected batteries | 134 | 19 | 70% |
| Energy storage | Investment: Electrolysers | 9 | 1 | 94% |
| Energy efficiency | Revenue: Energy service companies | 540 | 75 | 4% |
| Total | Investments | 6,765 | 942 | 7% |
| Total | Production of goods and services | 6,797 | 947 | 21% |
| Total | Total GDP contribution | 13,562 | 1889 | 13% |
Electric vehicles and batteries
EVs and vehicle batteries were the largest contributors to China’s clean-energy economy in 2024, making up an estimated 39% of value overall.
Of this total, the largest share was from the production of battery EVs and plug-in hybrids – which together make up the bulk of what China calls “new energy vehicles” (NEVs) – worth more than 3tn yuan, followed by investment in NEV and battery manufacturing.
Investment in factories for making NEVs grew 11% to 1.4tn yuan, moderating from the high growth rates seen in 2023. The amount of money invested in new battery manufacturing facilities fell year-on-year, making a negative contribution to growth.
China produced 13m NEVs in 2024, rising 34% year-on-year. Some 22% of Chinese-made NEVs were exported, while the rest were sold domestically.
NEVs are the only growth sector for Chinese carmakers, as shown in the figure below. Moreover, NEVs made up 41% of total vehicle sales in 2024, up from 32% in 2023.

Domestic EV sales were supported by local government policies promoting vehicle replacement, but the strong sales also show that EVs have gained broad market acceptance.
New EV models have improved range and significantly shorter charging times – often under an hour – helping to ease consumer concerns. They also offer smart features such as “navigate on autopilot” self-driving, that provide a better driving experience.
Much of the growth in EV production is now in plug-in hybrid vehicles. The extent to which these cut emissions depends on their being driven mostly on electricity.
Real-world data suggests plug-in hybrids are rarely driven in electric mode in Europe. However, the electricity use of EV battery charging and swapping services in China rose by 51% in 2024, to levels consistent with a high level of electric driving from plug-in hybrids.
The growth in EV charging was supported by strong investment in charging infrastructure, with 4.2m charging points added in 2024, up 20% year-on-year. The total number of charging points reached 12.8m.
The average selling price of EVs in 2024 fell by just 8% year-on-year to 240,000 yuan ($33,000), despite intense competition in the sector.
While weaker than growth in domestic sales, EV exports still expanded 6.7% year-on-year, driven primarily by a 190% surge in the export of plug-in hybrids, while battery EV exports declined by 10.4%.
This trend may be linked to EU tariffs targeting battery EVs, but excluding hybrids.
The top growth markets were Brazil, Belgium, Mexico, the UAE and Indonesia, reflecting Chinese automakers’ efforts to expand in markets where they do not face high tariffs or to accelerate exports before tariff increases take effect.
Investment in overseas production capacity is also supporting growth. For example, BYD’s joint factory with BMW in Hungary is set to begin production in late 2025.
Solar
After EVs and batteries, the next-largest clean-tech contribution to China’s GDP in 2024 came from solar power, which completes the “new three” industries.
Solar generated 21% of the total value of the clean-energy industries in 2024, adding 2.8tn yuan ($390bn) to the national economy.
Within this, investment in power generation projects, at 1tn yuan ($140bn), overtook manufacturing investment (0.8tn yuan, $109bn) as the largest contributor to the value of the sector. The value of solar power technology exports (0.6tn yuan, $85bn) was the third-largest, followed by the value of the power generated from solar (0.4tn yuan, $54bn).
The figure below shows the surge of Chinese investments in new solar power capacity – which has grown 10-fold in just five years – alongside spending on new wind, hydro and nuclear capacity (see next section).

China added some 277 gigawatts (GW) of new solar capacity in 2024, up 28% year-on-year from the previous year’s 216GW, which was also a record. This increase included strong growth from both large-scale and distributed segments.
Centralised solar capacity grew the most in the western provinces of Xinjiang and Inner Mongolia, home to China’s gigantic “clean energy bases”. The relatively prosperous coastal provinces of Jiangsu, Zhejiang and Guangdong led the growth of distributed capacity.
As major manufacturing hubs, these coastal provinces have a large potential for distributed solar at industrial sites, where most of the power can be consumed locally.
Rising commercial electricity prices, along with pressure to meet energy-saving and carbon reduction targets, are further driving investment in industrial and commercial distributed solar.
Expansion of distributed solar in some other provinces is being limited by grid constraints. Henan, which topped the list of increases in distributed solar capacity in 2023, saw a slowdown in capacity additions, as residential solar-power producers have faced restrictions on selling power to the grid.

Solar manufacturing capacity additions slowed down sharply in 2024, reflecting falling product prices and a supply glut. Still, manufacturing capacity at the end of 2024 rose by 29% compared with a year earlier.
The production of solar cells only increased by 16%, showing that manufacturing capacity additions are running ahead of demand and leading to weakened capacity utilisation at solar production lines.
As a result, investments in solar manufacturing capacity are likely to slow down even further in the coming years.
Other clean power generation
Hydropower, wind and nuclear were responsible for 14% of the total value of the clean-energy sectors in 2024, adding some 1.9tn yuan ($264bn) to China’s GDP in 2024.
Nearly two-thirds of this (1.2tn yuan, $168bn) came from the value of power generation from hydropower, wind and nuclear, with investment in new power generation projects – shown in the chart above – contributing the rest.
Power generation grew 14% from wind, 11% from hydropower and 3% from nuclear. The rise in hydropower generation was mainly due to improved operating conditions as installed capacity only grew 1.2%.
Within investment, wind-power generation projects were the largest contributor to value, representing some 465bn yuan ($65bn) of spending in 2025. However, investment in nuclear projects, which increased by nearly half year-on-year, made the largest contribution to clean-energy spending growth. Investment in conventional hydropower declined slightly.
Wind-power investment was dragged down by a large drop in the commissioning of offshore wind capacity, which fell 44% year-on-year to just 4GW in 2024. This is expected to rebound strongly next year to 14-17GW.
Newly added onshore wind power capacity increased 5% year-on-year, reaching 76GW, on top of the blistering 85% increase in 2023.
Nuclear saw strong growth, with 3.9GW completed in 2024, up from 1.4GW a year earlier. As a result of record approvals of new projects in 2022-2024, China now has more than 50 GW of new nuclear generation capacity permitted or under construction, implying a major uptick in capacity additions in the next five years, the typical construction timeline for new projects in China.
There is likely to be further strong growth in clean power investments in 2025, as large schemes race to complete before the end of the five-year plan period at the end of the year.
Railways
Rail transportation made up 14% of the value of the clean-energy sectors, with revenue from passenger rail transportation the largest source of value.
Growth rates moderated from the forceful post-Covid rebound in 2023, when 39% growth was recorded, to 3%. The number of rail passengers increased 11.9% year-on-year.
The largest source of growth was investment in rail infrastructure, increasing 11% year-on-year. China added 3,000km of new railway line in 2024, with the total length of operating railways reaching 162,000km. This includes the Shanghai-Suzhou-Huzhou high-speed rail line, which opened at the end of the year.

Another 12,000km of high-speed rail will be opened by 2030. The goal is to establish a nationwide “1-2-3-hour travel circle”, where travel between cities within the same metropolitan area takes one hour, travel between adjacent cities takes two hours, and travel between major cities takes three hours.
Realising this vision involves connecting China’s entire coastline through a 350km per hour route by 2028, and to create a grid of eight east-to-west and north-to-south high-speed trunk lines.
Electricity grids and storage
Electricity transmission and storage was responsible for 9% of the total value of the clean-energy sectors in 2024, with real growth of 19%.
The most valuable sub-segment was investment in power grids, followed by investment in energy storage. This includes spending on pumped hydropower, grid-connected battery storage and hydrogen production. The transmission of clean power also increased an estimated 17%, due to rapid growth in clean power generation.
China’s installed electricity storage capacity growth rivaled the increase in coal- and gas-fired power generation capacity, for the first time on record.
A total of approximately 50GW of battery storage, pumped hydro and hydrogen production capacity was added, while fossil fuel-based power generation capacity increased by 54GW.
This is significant, because a key rationale for building coal- and gas-fired power plants has been capacity adequacy, where electricity storage facilities can supplant the need for fossil fuel-based capacity.
Almost 40GW of battery storage was added, increasing 70% year-on-year and reaching 74GW total grid-connected capacity.
The operating capacity of pumped hydropower reached 59GW, with 8GW added during the year and 30GW entering construction. Capacity under construction increased to 189GW, up 13% on year, indicating that capacity additions will accelerate substantially in the next few years.
Investment in hydrogen electrolyser projects doubled year-on-year, from 1.8GW in 2023 to 3-4GW in 2024.
By the end of 2024, China had 42 operational long-distance, ultra-high voltage transmission lines, with a total length of over 40,000km and transmission capacity exceeding 300GW. Another 12 lines are under construction.
One of the headline transmission projects completed during the year is an ultrahigh voltage transmission line connecting regions of Inner Mongolia and northern Hebei with large amounts of renewable and coal power, to demand centers in Beijing, Tianjin, Hebei, Shandong and Jiangsu provinces.
Investment in transmission and storage is bound to continue. China’s top economic planner the National Development and Reform Commission (NDRC), published a new power system action plan that aims to integrate more than 200GW of new wind and solar onto the grid per year in 2025-27, requiring significant investments in storage and transmission.
“Developing new forms of energy storage” was included in China’s government work report for the first time in 2024, signaling a stronger policy push for energy storage deployment.
Energy efficiency
Investment in energy efficiency, as measured by the aggregate turnover of large energy service companies (ESCOs) grew 4% year-on-year, the slowest growth rate among the sectors we track.
China’s energy and emissions policies have de-emphasised energy efficiency in recent years. Controlling total energy consumption and energy intensity – so-called energy dual control – was the centerpiece of China’s energy policy and climate commitments until the early 2020s, creating strong incentives for provinces and enterprises to improve energy efficiency.
The policy was re-jigged in 2023 to target reductions in the fossil fuel intensity of the economy, making clean energy a more attractive way for local governments to pursue the targets. Five-year plan targets for building energy efficiency retrofits were also lowered compared with the previous plan.
Role of cleantech manufacturing in emissions growth
The clean-energy sectors include energy-intensive manufacturing industries, particularly the production of batteries and polysilicon, a key raw material for solar panels.
In addition, electric vehicles, solar panels and wind turbines need energy-intensive raw materials such as aluminum, steel and glass.
For this reason, and due to the high public profile of these industries, many commentators have suggested that the manufacturing of clean energy technologies is a major driver of China’s energy demand growth and emissions.
In reality, however, their role in driving China’s emissions is limited. The production of the “new three” – EVs, batteries and solar – was responsible for an estimated 3.5% of China’s CO2 emissions and 0.9 percentage points of emissions growth in 2024
In addition, the analysis shows that these sectors contributed just 0.5 percentage points out of the overall 6.8% increase in China’s electricity demand in 2024.
Electric vehicle charging used an additional 0.8% of China’s total electricity consumption, making it responsible for approximately 0.3% of the country’s total CO2 emissions.
For a full accounting, these additional emissions from producing and fuelling clean energy technologies would need to be compared with the CO2 savings from using them instead of fossil-fuelled alternatives, such as coal-fired power stations or combustion-engine cars.
Falling prices boost adoption, but challenge producers
While almost all other economies fret over high inflation, China is struggling with deflation, a product of aggressive expansion of manufacturing and weak domestic demand.
Several key clean-energy industries are facing this issue, with supply gluts leading to weak revenue and profits growth despite growing volumes. Attention on this issue has masked the contribution of the industries to real growth.
In the manufacturing of solar panels, for example, the nominal value of the industry’s production fell by 41%, even as volumes showed strong growth.
Yet, the nominal value of investments in solar-power projects held steady as the volume of the projects increased strongly and the price of solar panels only makes up less than one third of the cost of solar-power generation projects.
The value of electricity generated from solar increased by 40%, pulling the overall contribution of the solar power industry to nominal GDP growth into positive territory.
In total, the value added of the clean energy industries grew an estimated 8.5% in nominal terms, slower than the 15% real growth rate but significantly faster than the growth rate of GDP, contributing 17% of nominal GDP growth.
In December 2024, a key annual economic policy meeting called for the creation of a “healthy environment for the development of green and low-carbon industries” industries. This suggests the government may introduce measures to address excess clean manufacturing supply and address the weak profitability of the sector.
Implications of rapidly growing clean-energy economy
For the second year in a row, clean-energy sectors played an indispensable role in meeting China’s key economic targets.
The combination of iIncreased supply and falling prices is leading to much faster deployment in China than practically anyone expected a few years ago and is also catalysing clean energy deployment in new overseas markets.
This growth is expected to continue into 2025, driven by major projects aiming to finish before the end of the current five-year plan.
Beyond 2025, development of China’s clean-energy sectors hinges on new targets and policies in the next five-year plan, covering 2026-2030, which is being finalised this year.
After the lightning capacity expansion of the past few years, clean-energy manufacturing is plagued by weak profitability and oversupply.
Returning the sectors to profitability would require both maintaining strong domestic demand and measures to address overcapacity. Grid constraints, particularly affecting solar power, would need to be resolved to sustain demand.
Early indications of the targets proposed by China’s key ministries for 2030 and 2035 fall short of maintaining the demand for key clean-energy technologies at the 2023–24 level.
Setting targets for the next five-year period that are below the current rate of deployment could turn the clean-energy sectors from a driver of GDP growth into a drag, as well as worsening the oversupply situation they are facing. In contrast, ambitious clean energy targets could maintain the sector’s positive contribution to the economy.
The government’s economic stimulus measures are likely to support investment in the clean-energy sectors, given their significant role in investment growth.
Moreover, the now critical role of clean-energy development in driving China’s economic expansion creates incentives for policymakers to ensure the economic health of the sector.
About the data
Reported investment expenditure and sales revenue has been used where available. When this is not available, estimates are based on physical volumes – gigawatts of capacity installed, number of vehicles sold – and unit costs or prices.
The contribution to real growth is tracked by adjusting for inflation using 2022–2023 prices. For 2024, the contribution to nominal growth – not adjusted for inflation – is estimated by either using nominal values directly, when reported, or adjusting real growth rates by reported year-on-year changes in prices or costs.
All calculations and data sources are given in a worksheet.
Estimates include the contribution of clean energy technologies to the demand for upstream inputs such as metals and chemicals.
This approach shows the contribution of the clean-energy sectors to driving economic activity, also outside the sectors themselves, and is appropriate for estimating how much lower economic growth would have been without growth in these sectors.
Double counting is avoided by only including non-overlapping points in value chains. For example, the value of EV production and investment in battery storage of electricity is included, but not the value of battery production for the domestic market, which is predominantly an input to these activities.
Similarly, the value of solar panels produced for the domestic market is not included, as it makes up a part of the value of solar power generating capacity installed in China. However, the value of solar panel and battery exports is included.
The estimates are likely to be conservative in some key respects. For example, Bloomberg New Energy Finance estimates “investment in the energy transition” in China in 2024 at $800bn. This estimate covers a nearly identical list of sectors to ours, but excludes manufacturing – the comparable number from our data is $600bn.
China’s National Bureau of Statistics says that the total value generated by automobile production and sales in 2023 was 11tn yuan. The estimate in this analysis for the value of EV sales in 2023 is 2.3tn yuan, or 20% of the total value of the industry, while EVs already made up 31% of vehicle production, and the average selling prices for EVs are slightly higher than for internal combustion engine vehicles.
The post Analysis: Clean energy contributed a record 10% of China’s GDP in 2024 appeared first on Carbon Brief.
Analysis: Clean energy contributed a record 10% of China’s GDP in 2024
Climate Change
Factcheck: No, Europe’s heatwaves are not being ‘caused’ by declining air pollution
This summer has seen Europe suffer through a series of record-breaking heatwaves.
Amid widespread media coverage of the number of deaths and the influence of climate change, the UK’s Daily Telegraph reported on new research with the incorrect headline: “Heatwaves caused by fall in pollution.”
The article was shared on social media by Richard Tice – deputy leader of the hard-right, climate-sceptic Reform UK party – along with a number of prominent rightwing commentators.
Tice claimed that “net stupid zero is contributing to rising temperatures, not helping”, adding that “we have been gaslit and lied to”.
GB News followed up with its own article, incorrectly headlined: “Britain’s scorching heatwaves caused by falling pollution levels, researchers find.”
Scientists tell Carbon Brief that the framing of heatwaves being “caused” by declining air pollution is “wrong”.
While a drop in pollution has reduced the cooling impact it has had in the past, the scientists say, Europe’s summer heatwaves are primarily becoming more extreme “as a result of greenhouse-gas-induced warming”.
Another scientist adds that “any attempt” to link this research to net-zero policies is “simply wrong”.
Fast warming
The extensive reporting around Europe’s heatwaves in recent months has often mentioned that Europe is the world’s fastest-warming continent.

The new study in question aims to unpack why Europe’s summer temperatures are rising more quickly than other regions of the northern hemisphere’s mid and high latitudes.
The research – published in Geophysical Research Letters – explores the role of air pollution and, specifically, how it affects circulation patterns in the atmosphere.
(The study focuses on long-term trends in European summers and does not include the very recent heatwaves.)
Human-caused emissions of aerosols – tiny, light‑scattering particles produced mainly by burning fossil fuels – have long acted to “mask” global warming. This is largely because they absorb or reflect incoming sunlight and influence the formation and brightness of clouds.
To understand how the climate of Europe – or any region – is changing, scientists need to take into account a whole range of factors, says Prof Bjørn Samset, a research professor at Norway’s Center for International Climate Research (CICERO), who was not involved in the work.
This includes “greenhouse gases, aerosols, land-use change, natural variability and how they all interact”, he says, adding:
“The effects of air pollution on circulation, which is the topic here, has long been difficult to pin down.”
As European countries improved their air quality through the second half of the 20th century, the cooling effect of aerosols has gradually been removed.
This can boost heatwaves in two ways – directly, by letting more sunlight reach the land surface and, indirectly, by influencing the jet stream.
Using hundreds of simulations from nine climate models, the new study finds that a decline in aerosols is resulting in more frequent “quasi-stationary Rossby waves”.
Rossby waves are huge meanders in the jet stream. Occasionally, they become slow-moving – or “quasi-stationary” – which allows weather systems to get stuck over one region, leading to prolonged heatwaves.
These circulation changes have contributed to Europe’s rapidly warming summers.
However, while Europe’s heatwaves are being influenced by declining aerosols, it is “wrong” to say they are being “caused” by them, says Prof Erich Fischer, a climate scientist at ETH Zurich.

Fischer, who was not involved in the study, tells Carbon Brief:
“Heatwaves are caused by high-pressure systems and are now much more frequent and intense because they are happening in a climate that is much warmer than 100 years ago as a result of greenhouse-gas-induced warming.
“The paper shows that the greenhouse-gas-induced summer warming had been temporarily masked by air-polluting aerosols. The full extent for European summers only becomes visible now as the air-polluting aerosols have declined.”
Samset adds:
“Air pollution never causes or removes global warming, it only temporarily moderates it.”
Study lead author Dr Pedro Roldán‐Gómez, an associate researcher at the Barcelona Supercomputer Centre, is quoted in the Daily Telegraph saying that “most” of the “excess warming” in Europe, beyond that of comparable regions in the northern hemisphere, can be linked to declining aerosols.
But, earlier in the article, the newspaper interprets this as, simply, “most of the extra heat experienced in Britain and Europe” is down to air pollution.
GB News uses a similar phrasing, reporting that “much of the additional warming across Britain and western Europe since the 1980s is linked to the sharp decline in airborne particles known as aerosols”.
This is “misleading”, says Fischer, while Roldan-Gomez tells Carbon Brief that this is a “tricky point”, which “could lead to wrong interpretations if not properly explained”. He adds:
“The contribution of greenhouse gases is, in any case, the most important factor.”

Cleaner air
The Daily Telegraph’s article was seized upon by Reform’s Richard Tice to claim that “cleaner air” was causing higher temperatures, rather than CO2.
This continued his position – refuted by long-established climate science – that CO2 does not drive global warming.

Tice also claimed in his post that net-zero policies are “contributing to rising temperatures”. Tice appears to be linking declining air pollution to a shift from fossil fuels to renewable energy.
Samset points out that net-zero became a goal “decades later” than the cumulative efforts to reduce air pollution since the 1980s and that it is “simply wrong” to link it to the study.
“The scientific community will keep working to understand how greenhouse gas warming and air pollution interact,” he says, but “nothing we do will change the fact that the consequences of global warming are due to human-induced CO2 emissions”.
Fischer adds:
“Let us not forget that cleaning up air-polluting aerosols is highly desirable. According to the World Health Organisation, 7 million people still die prematurely every year due to air pollution.”
Clean air legislation
Finally, the Daily Telegraph article and the study itself both attribute Europe’s declining air pollution from the 1980s onwards to the Montreal Protocol.
This is a “glaring error”, Samset says, and it is “surprising that it wasn’t picked up” in the peer-review process for the study. He explains:
“The Montreal Protocol did not deal with air pollution. It dealt with ozone-depleting gases and has been an extremely successful multi-national effort against environmental damage. “
Clean air legislation was already in place in many European countries by the time the Montreal Protocol was signed in 1987, says Samset.
In response, Roldán‐Gómez says that while the protocol did not target aerosols specifically, it “boosted the clean air policies”.
The post Factcheck: No, Europe’s heatwaves are not being ‘caused’ by declining air pollution appeared first on Carbon Brief.
Factcheck: No, Europe’s heatwaves are not being ‘caused’ by declining air pollution
Climate Change
Access to finance ‘strengthens climate resilience’ among sub-Saharan women
Empowering women through greater access to finance could “strengthen” households’ resilience to “climate shocks”, according to a new study.
Published in Climate Risk Management, it analyses the impact of financial access on “women-headed households” in sub-Saharan Africa.
The study finds that where women had formal financial access – such as through owning a bank account – households were more able to withstand short-term shocks.
It adds that “climate shocks”, such as extreme weather events and the impacts of climate change, can cause economic crises, which destabilise communities and households.
However, the authors say that in order to protect households from long-term climate vulnerabilities – including “droughts, floods and sea-level rise” – financial access would need to be paired with wider efforts to tackle gender inequality.
They add that the findings could have important implications for policy in sub-Saharan Africa, where many countries and households are vulnerable to climate disasters.
Financial inclusion
The study highlights that entrenched gender disparities mean many women still have unequal access to financial services in sub-Saharan Africa
For example, women are still less likely to have their own bank accounts and instead are often dependent on male relatives for access to finance.
The number of women with access to an account in the region had risen to 52% as of 2024, according to data from World Bank Group.
However, as shown in the chart below, the gap between men and women has also increased, rising from just under 5 percentage points in 2011 to 12 in 2024.

Using survey data from Afrobarometer, the new study analyses 25,511 women-headed households across 37 sub-Saharan countries.
The authors use the Organisation for Economic Co-operation and Development’s (OECD) framework to measure “financial inclusion”. This looks at factors such as having a bank account, owning a mobile phone and having internet access.
Francis Anaisie, a co-author on the study, tells Carbon Brief the researchers were motivated by the UN’s sustainable development goals (SDGs). Anaisie, an economist at the University of Cape Coast, Ghana, says the study specifically looked at SDGs five and 13, on gender equality and addressing climate issues. He adds:
“Financial inclusion is one of the key policy tools for empowering women or for empowerment. But as to whether this actually translates into better climate outcomes for women is not known or is limited; this study seeks to address that gap.”
The study finds households with higher levels of financial access for women had higher levels of women’s empowerment, when this is defined as the ability to make choices and have control over economic and social outcomes.
This was checked by cross-comparing financial access against different measures of women’s empowerment, such as financial security, voting rights and connection to communities.
In particular, the study found that “financially included” women had greater political and economic empowerment, such as financial security and voting rights. On some measures of social empowerment, however, the link was weaker – financial access alone was not enough to erase cultural and social barriers to gender equality.
Women and climate change
It has been well documented that women are more vulnerable to the impacts of climate change than men.
Environmental shocks affect women disproportionately due to a range of factors. These include income disparities, higher rates of displacement and unequal access to land.
Financial inequality and barriers to economic resources, such as needing internet access to make digital payments, play a key role in climate vulnerability, says Tracy Kajumba. She is director for the Least Developed Countries initiative for Effective Adaptation and Resilience (LIFE-AR) interim secretariat at the International Institute for Environment and Development (IIED).
Kajumba, who was not involved in the study, explains to Carbon Brief:
“Women are on the front line doing farming, planting, harvesting and these things that are all impacted [by climate change]. If they don’t have the income to invest either in drought-resistant crops or water-saving technologies, it becomes difficult for households to adapt.”
Calculating climate resilience
The new study measures the impact of financial inclusion on women’s empowerment and, in turn, on climate resilience.
It evaluates a household’s ability to withstand and recover from “shocks and stressors” by using a UN Food and Agriculture Organization metric for “resilience index measurement and analysis” (RIMA).
For example, questionnaires are used to gather information about households in certain areas. The data is then used, together with key indicators, to quantify a household’s resilience to food insecurity, climate variability and economic crisis, amongst other risks.
The 25,511 households surveyed across sub-Saharan Africa were found to be relatively resilient overall and had a high capacity to bounce back from climate shocks. However, they had much lower ability to adapt, in order to build protective capacity in advance of extreme events.
In addition, the study finds that women’s financial empowerment had a positive impact on a household’s ability to “absorb” a climate shock, suggesting that financial access is critical for responding to climate change.

Increased empowerment through financial access enables women to make decisions about planting crops, to access credit in emergencies and to buy or sell food at a better price, the study notes.
For example, it says increased financial access and women’s empowerment help households to deal with the immediate consequences of an extreme weather event, such as a drought. This could be through building community mutual-support networks and by enabling access to savings, to keep the household running.
Anaisie says the study shows women’s empowerment has a significant impact on climate resilience. He tells Carbon Brief:
“If we include women in the financial system, in the case of any climate issue they can save, they can be independent, they can rely on investment to absorb these shocks. This empowerment will help them to be more resilient to climate shocks…We can make progress because SDG goals are all about inclusiveness. It’s all about inclusive growth.”
However, the study notes that financial access does not necessarily create long-term change, which would make the household less vulnerable to extreme weather in the first place.
The authors suggest that lasting structural and cultural change is important for bringing about long-term resilience. They say that policies to address gender inequalities would help bring this about.
They say such policies could include gender-sensitive agricultural credit schemes, subsidised climate insurance for women farmers in drought-prone regions, joint land-titling programmes and quotas for women in local climate-adaptation committees.
Such policies would have helped women impacted by recent severe floods in Ghana to protect their savings, Anaisie explains. He tells Carbon Brief:
“Women are engaged in economic activities, especially informal activities. They have resources and money, but when the flood came in, many women lost that. If they had access to insurance, this flood wouldn’t have cost them that much.
“So, if the government comes out with financial initiatives, training, civic education and gender-focused initiatives, leadership training, women will be empowered and this will translate into their resilience with regards to climate change.”
Addressing climate vulnerability in sub-Saharan Africa
The study could have policy implications for sub-Saharan Africa, a region particularly vulnerable to the effects of climate change. The region faces increasingly extreme weather, heatwaves, droughts, wildfires and floods, as well as food scarcity and threats to crops.
The study suggests that policies to address structural and cultural barriers to women’s financial autonomy could be a key way to build climate resilience across the region.
However, it recognises that even where financial access is expanded, gender norms and cultural constraints continue to shape women’s social empowerment. This, in turn, affects their ability to adapt to climate change in the long term.
Ultimately, addressing structural inequalities is needed to minimise climate vulnerability, says Kajumba. She adds that supporting adaptation with financial access can allow households to absorb shocks without falling into poverty – and to rebuild after climate impacts.
Kajumba says that supporting adaptation with women’s financial access can allow households to absorb shocks without falling into poverty – and to rebuild after climate impacts. She adds:
“When they are supported [with] microloans, savings and all that, you will see change in income, change in households, change in health and education for the children as well.”
However, Kajumba notes that structural inequalities still “amplify” women’s vulnerability to climate impacts and make it harder for them to exercise agency and leadership. She adds:
“The tools that are being used are not always favourable for women…When we look at women in leadership and participation, you cannot lead or you cannot participate unless you have some level of income.”
The post Access to finance ‘strengthens climate resilience’ among sub-Saharan women appeared first on Carbon Brief.
Access to finance ‘strengthens climate resilience’ among sub-Saharan women
Climate Change
State of the climate: Rapidly developing El Niño raises chance of record-warm 2026
As 2026 passes its halfway point, the world is watching one of the most rapidly intensifying El Niño events in the modern record take shape in the tropical Pacific.
The developing El Niño is boosting expectations for global temperatures, both this year and next.
El Niño is the warm phase of a recurring climate pattern in the tropical Pacific that releases heat from the ocean into the atmosphere, temporarily raising global temperatures and reshaping rainfall and extreme weather around the world.
Carbon Brief’s “state of the climate” report in April gave 2026 a 19% chance of setting a new global temperature record.
That chance now stands at 35% – a near-doubling in four months – with virtually all of the change driven by ever-stronger El Niño forecasts.
The key findings from the first half of 2026 include:
- The first six months of 2026 were the third-warmest start to a year on record – around 1.4C above pre-industrial levels – behind only 2024 and 2025.
- While the first few months of the year came in as the fourth or fifth warmest, both May and June were the second-warmest ever recorded as El Niño conditions took hold.
- El Niño conditions arrived in April and reached the threshold for a “strong” event by June, when the Niño3.4 index reached 1.6C. Of the 667 model runs Carbon Brief examined, 91% project a peak later this year that is above the strongest El Niño in history.
- The chance that 2026 beats 2024 as the warmest year on record has risen to 35%. Carbon Brief’s central estimate remains that 2026 will be the second-warmest year, at around 1.51C above pre-industrial levels.
- Whether 2026 sets a record will depend on the dataset: the odds range from around two-in-three in NASA and Berkeley Earth data to around two-in-10 in ERA5 and one-in-10 in the JRA-3Q reanalyses.
- June 2026 was western Europe’s hottest June on record, amid a heatwave that set hundreds of individual records. Nearly 9% of the world’s surface saw record June warmth.
- The developing El Niño will have its largest impact on 2027, which Carbon Brief projects to be around 1.7C above pre-industrial levels – this would comfortably set a new record for the warmest year.
- Arctic sea ice has spent 39 days of 2026 so far at, or below, record daily lows following its joint-lowest winter maximum in the satellite era.
Third-warmest start to a year
Carbon Brief analyses records from six different groups that report global surface temperatures: NASA GISTEMP, NOAA GlobalTemp, Hadley/UEA HadCRUT5, Berkeley Earth, Copernicus/ECMWF ERA5 and the JMA JRA-3Q reanalysis.
The first half of 2026 was the third warmest on record in every one of the six datasets, behind only 2024 and 2025. The figure below shows annual temperatures since 1970, along with the 2026 year-to-date average (January-June) for each group.

January 2026 was only the fourth- or fifth-warmest January on record, as lingering weak La Niña conditions suppressed temperatures. Since then, each month has climbed the rankings.
La Niña is the cool phase of the El Niño-Southern Oscillation (ENSO). It typically brings wetter conditions to Australia, Indonesia and equatorial South America and drier conditions to the southern US.
March was second-to-fourth warmest across datasets, April the third and both May and June were the second warmest ever recorded, behind only the corresponding months of 2024.
The chart below shows how June 2026 (thick red line) came in around 0.08C below the June record set in 2024 in the average of the six datasets.
Meanwhile, Copernicus reported that global sea surface temperatures over the ice-free oceans set a new June record.

A record-breaking El Niño
ENSO is the largest source of year-to-year variability in global temperatures.
The most common way to assess the strength of an El Niño or La Niña event is by looking at the sea surface temperature anomaly in the “Niño3.4” region of the tropical Pacific.
El Niño and its sister La Niña occur when temperatures in the tropical Pacific are more than 0.5C (El Niño) or less than 0.5C (La Niña) below normal, where normal is defined by removing the effects of long-term climate change.
The thresholds for defining the strength of an El Niño or La Niña are above/below 1C for “moderate” events, 1.5C for “strong” events and 2C for “very strong” (or “super”) events.
After two years dominated by La Niña conditions, the tropical Pacific flipped decisively in April when the Niño3.4 index crossed the 0.5C El Niño threshold. It subsequently reached 1C in May and hit 1.6C in June, marking one of the fastest onsets in the observational record.
In the first few weeks of July, the index shot above 2C, significantly outpacing the speed at which any prior El Niño events developed.
Forecast models expect even more to come.
An analysis by Carbon Brief of the median of 667 model runs from 14 different modelling groups suggests that sea surface temperatures in theNiño3.4 region could peak at 3.59C between July and December.
More than 91% of runs predict the strongest El Niño event in the modern record. The previous record was set during the event of 2015-16, when temperatures peaked around 2.75C.
This is shown in the chart below, which features a histogram of the likelihood of different possible 2026 El Niño peaks across all the models on the top. The forest plot beneath shows the best estimate and range of outcomes predicted by each individual model.

The median forecast in every one of the 14 models suggests a peak that exceeds the 2C “super” El Niño threshold, with most models peaking in November or December.
Some caution here is warranted, however. Raw model Niño3.4 anomalies are measured against a fixed climatology. Because the entire tropical ocean has warmed due to human-caused greenhouse gas emissions, the models tend to overstate event strength relative to the historical record.
A cleaner comparison uses the relative Niño3.4 index (RONI), which subtracts the average tropical ocean warming.
This relative measure suggests the median forecast peak for El Niño in the latter half of 2026 is 3.1C. The prior record stands at a lower 2.69C, set in 1982-83.
Nevertheless, 77% of model runs still show a new record event occurring. This is shown in the chart below.

In summary, on both indexes, the central expectation is now for the strongest El Niño in the observational record.
Model forecasts made in the spring and early summer have historically shown some bias toward overpredicting event strength. However, forecasts made after the spring are considerably more reliable.
Widespread record warmth and a massive European heatwave
The map below shows the temperature anomaly for the first half of 2026 in the ERA5 dataset, relative to a 1981-2010 baseline period.

It shows how the largest warm anomalies were found across the Arctic – particularly north of Scandinavia and Svalbard – as well as western Europe, the western US, northern Mexico, central Asia, western China, eastern Russia and the Antarctic Peninsula region.
The developing El Niño is clearly visible as a tongue of warm anomalies stretching along the equatorial eastern Pacific. Only a few regions – central Canada, Alaska and parts of the Southern Ocean – saw temperatures below the 1981-2010 average.
Where 2026 ranks against history is even more striking. The map below shows where the period of January-June 2026 ranked among all 87 years in the ERA5 record, which stretches from 1940 to 2026. Grid cells marked in red saw temperatures in the first half of the year that were in the top-five warmest years.

More than 30% of the global surface had a top-five warmest start to the year and 7.1% saw its warmest on record, including much of western Europe, the eastern equatorial Pacific and the seas around Japan.
Not a single grid cell had a top-five coolest start to the year. In June alone, 8.9% of the world’s surface saw record warmth for the month. This is illustrated in the map below, where grid cells marked in red saw temperatures that were in the top-five warmest years and grid cells in blue in the top-five coolest.

The standout regional temperature event was a heatwave that struck Europe in late June.
Western Europe had its hottest June on record, recording an average temperature of 3.05C above the 1991-2020 average and beating the record set only a year earlier, according to Copernicus. A heat dome over 22-30 June broke 10 all-time national heat records and around 400 long-record station records.
France set a new June national record of 44.3C, while the UK broke its June record on three consecutive days, reaching 37.3C. The humid heat drove a death toll estimated in the thousands.
A separate heat dome also brought record June temperatures to parts of North America in late June.
On track to be second warmest, but a real chance at first
Carbon Brief’s updated projection for 2026 as a whole combines the observed January-June temperatures with the latest El Niño forecast. It uses a statistical model trained on the historical relationship between the first half of the year, ENSO conditions and annual temperatures observed over 1950-2025, excluding major volcanic eruption years.
Carbon Brief estimates that 2026 will be around 1.51C above pre-industrial levels, with a 90% range of 1.45C to 1.57C, shown by the yellow dot in the chart below.
This is up from 1.47C in the projection set out in April – and is notably more certain now that half the year has passed.
This central estimate would make 2026 the second-warmest year on record, just below 2024 (1.52C) and ahead of 2023 (1.43C) and 2025 (1.41C).

Carbon Brief’s modelling puts the chance that 2026 beats 2024 as the warmest year on record at 35%, using the average of the six different surface temperature records assessed. It puts the chance that 2026 comes in above 1.5C at around 63%.
If it does, 2026 would be the second calendar year – after 2024 – where warming averaged above 1.5C, in a further sign that the world is rapidly approaching the Paris Agreement’s 1.5C limit.
A single year above 1.5C does not by itself constitute a breach of the goal, which refers to the longer term average temperature of the planet. This is defined as the midpoint of a 20-year period by the Intergovernmental Panel on Climate Change (IPCC).
These likelihood of a record have been climbing rapidly throughout 2026.
Global temperatures so far throughout the year have run well below the record-setting levels of 2024 – around 0.13C cooler over the first six months.
On their own, temperatures observed so far in 2026 would make a new annual record unlikely.
However, rerunning the projection using only the data available at the end of each month since March – including both the year-to-date observations and the El Niño forecast issued that month – shows a shifting picture.
Using March data, 2026 had just a 7% chance of setting a new record. That rose to 16% in April, 24% in May, 27% in June and 35% using the latest data in mid-July.
This is shown in the chart below.

Notably, this rise has little to do with observed temperatures. The year-to-date anomaly has actually drifted slightly down, from 1.41C after March to 1.39C after June.
Observed temperatures and fewer remaining months of the year contributed only around four percentage points of the 28-point rise in the likelihood; the remaining ~84% of the change comes from successive upward revisions to the El Niño forecast for late 2026.
However, whether 2026 ends up becoming the warmest year on record may end up depending on which dataset is used.
Running the same projection gives odds of a 2026 record of around two-in-three for Berkeley Earth (66%) and NASA GISTEMP (65%), but only 35% for HadCRUT5, 24% for NOAA and just 13% and 9% for the ERA5 and JRA-3Q reanalyses, respectively.
This is shown below.

The divergence between projections mostly reflects how exceptional each dataset’s 2024 was.
The reanalysis approaches recorded a particularly warm 2024, leaving 2026 more ground to make up. GISTEMP and Berkeley, on the other hand, project 2026 modestly above their 2024 values.
A repeat of the situation in 2015 where different groups disagreed on record rankings is a real possibility. Headlines in January 2027 may hinge on choices of dataset.
2027 likely to be the warmest year in human history
The biggest climate story of the developing super El Niño may not be 2026 at all.
Global temperatures typically lag in the tropical Pacific by around three months. So, an El Niño event peaking in November and December 2026 will have its largest warming influence on 2027.
We saw this same pattern occur in 1997-98, 2015-16 and 2023-24 – where the year in which the El Niño developed was warm, but the following year was record-smashing.
Carbon Brief has extended its projection into 2027 by using the historical relationship between year-over-year temperature changes and ENSO conditions in the preceding autumn.
This yields a best estimate for 2027 of around 1.71C above pre-industrial levels, with a 90% range of 1.49C to 1.93C. This is shown by a yellow square on the chart below.

That would give 2027 a 92% chance of setting a new global temperature record and a 94% chance of exceeding 1.5C.
Taking 2026 and 2027 together, there is a 93% chance that at least one of the two years sets a new record.
The 2027 estimate is more uncertain than the 2026 one. As with 2026, there are uncertainties in the projection due to unknowns around exactly how strong the El Niño peak proves to be and how quickly it decays.
However, even the low end of the 2027 range would put it among the warmest years on record and the central estimate of 1.71C would exceed 2024 by nearly 0.2C.
If these projections bear out, the 2020s will have delivered new global temperature records in 2023, 2024 and 2027 – and potentially 2026 too – with a number of individual years well above the 1.5C threshold.
The long-term warming trend, driven by human emissions of carbon dioxide and other greenhouse gases, has increased from around 0.18C per decade in the early 2000s to around 0.27C per decade today. El Niño and La Niña play a big role in determining which years along that rising path stand out as records.
Arctic sea ice at record lows
Arctic sea ice has spent much of 2026 in record-low territory.
Following the joint-lowest winter maximum in the satellite record in mid-March, daily extent has set or tied record lows for the date on 39 days so far this year, including extended spells in mid-to-late March and in early-to-mid June.
The most recent record-low days were in early July.
The chart below shows how Arctic sea ice in 2026 (dark red line) has been below the historical range (shaded red).
It also shows how Antarctic sea ice (dark blue), meanwhile, has remained below the 1979-2010 range for almost all of 2026 to date.

As of mid-July, Arctic extent is a bit below the 1979-2010 historical range for the date, though it remains around 0.6m square kilometres (km2) larger than the record low for the date set during 2020’s exceptional summer melt season.
The trajectory over the coming two months will determine whether 2026 challenges 2012’s record September minimum. Early-summer conditions are a poor predictor of the September minimum, which depends heavily on summer weather.
Antarctic sea ice, meanwhile, is currently around 300,000km2 below the historical envelope, but has stayed well clear of the record lows set in 2023 and has not set any new daily records yet this year.
Q&A: Europe’s May and June heatwave deaths – and how they were counted
Guest post: France’s June heatwave caused more than 2,700 heat-related deaths
Guest post: Climate change has caused one-fifth of Pine Island glacier retreat
Media reaction: How climate change intensified Europe’s record-breaking June heat
The post State of the climate: Rapidly developing El Niño raises chance of record-warm 2026 appeared first on Carbon Brief.
State of the climate: Rapidly developing El Niño raises chance of record-warm 2026
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