Carbon dioxide (CO2) emissions from the global power sector grew just 0.2% in the first six months of 2023, with rapidly rising wind and solar outpacing sluggish demand growth.
Emissions from electricity generation would have fallen, but droughts forced countries to increase fossil fuel use to cover declines in hydropower.
The findings come from a new report by thinktank Ember, covering 78 countries and 92% of global electricity demand in the first half of 2023.
The report shows that global electricity demand growth and the expansion of low-carbon supplies remain delicately balanced, with ongoing droughts putting a question mark over Ember’s earlier prediction of a decline in fossil-fueled power in 2023.
While expanded wind and solar capacity met a record 14.3% of global electricity demand in the first half of this year, up from 12.8% a year earlier, hydro generation fell by 8.5%.
With a small rise in fossil-fueled power helping to make up for the drop from hydro, emissions from the sector plateaued rather than declining, despite weak electricity demand growth.
The expansion of low-carbon electricity supplies overall remains insufficient to put the world on track for limiting warming to 1.5C, according to Ember’s report.
Solar topples records
Global wind and solar generation continued to increase across the first six months of 2023, according to Ember.
The amount of electricity generated by solar and wind rose to 1,930 terawatt hours (TWh), up 12% from 1,717TWh during the first half of 2022. This accounted for 14.3% of global electricity generation overall, of which 5.5% came from solar and 8.8% came from wind.
In percentage terms, both sources grew more slowly than in the same period last year. For example, wind output grew 10% in the first half of 2023 compared to 16% in the same period last year. Solar grew 16%, compared to 26% in the first half of 2022.
Such levels of growth are below what is needed to limit warming to 1.5C under the International Energy Agency’s (IEA) net-zero emissions by 2050 scenario, which requires a yearly average growth of 17% for wind and 24% for solar up to 2050, Ember notes.
Similarly, in absolute terms, the growth in wind and solar generation was below the levels seen in 2022. Solar grew by 104TWh, down from 132TWh in the same period last year. Wind increased by 109TWh, compared to 147TWh in the same period last year.
Some 50 countries set new monthly records for solar generation in the first half of 2023, Ember says. This includes 24 of the EU’s 27 members seeing new solar highs as of June.
China, meanwhile, generated 50TWh (6.4% of its electricity) from solar in June 2023, up by 9.7TWh (+25%) on the previous June. This means China’s solar generation in one month would be enough to power New Zealand, Qatar or Hungary for a whole year.
Records were also broken in the US, Mexico, Brazil and Chile, among many others in the Americas, Ember says. As shown in the below chart, where the light green line shows solar trending above 2022 generation levels (dark green line) across a range of countries worldwide.

Having peaked in 2020, wind capacity additions have trended downwards over the past few years, according to Ember. In 2020, 111 gigawatts (GW) of capacity were installed worldwide, in 2021 it was 92GW and in 2022 it was 73GW.
Wind generation growth has similarly slowed, with the largest increase in history (+268TWh) in 2021. This then decreased to +251TWh in 2022, and 109TWh in the first half of 2023.
As with solar, China is surging ahead on wind, being responsible for 91% of global growth in generation in the first half of this year, according to Ember.
China saw a 26% growth in wind generation in the first half of 2023 compared to the same period in 2022. In contrast, wind generation in the EU grew by just 4.8% and in Japan by 2.4%, from an already low baseline, the report notes.
Together, wind and solar generation increased by 213TWh in the first six months of 2023. This increase was much larger than the growth in global electricity demand of 59TWh. However, with hydro output falling dramatically due to drought (see below), there was still a small increase in fossil fuel use and emissions..
Without the increase from wind and solar, global power sector emissions would have risen by 154m tonnes of CO2 (MtCO2, 2.6%), instead of the 12MtCO2 (0.2%) actually seen, according to Ember.
Hydropower drops by record amount
In the first six months of 2023, global hydropower generation fell by 8.5% (-177TWh), according to Ember. Hydro generated 1,898TWh of electricity, some 14% of the global total in the first half of the year, in comparison with 2,074TWh (15%) in the same period of 2022.
The decrease in hydropower generation was caused by droughts, which Ember says were likely exacerbated by climate change. The fall in the six months to June (dark blue) was larger than any decline recorded across a full year in the last two decades, as shown in the chart below.

This was most notable in China, which accounted for around three-quarters of the fall.
China is home to nearly a third of the world’s hydropower generation (30% in 2022).
This year, the country’s hydropower sector was hit by summer droughts for the third consecutive year, as reported by Carbon Brief’s China Briefing.
In July, China’s National Bureau of Statistics announced that hydropower output fell by nearly 23% in the first half of 2023 – the largest drop among all electricity sources.
Similarly, the Centre for Research on Energy and Clean Air recorded a “collapse” in output in the month of June, down 34% year-on-year. It attributed this to “drought and pressure to save water for generation during peak demand season in July–August”.
Ember’s analysis found that China’s hydropower “capacity factor” fell to 30.5% in the first six half of 2023, ten percentage points below the first half of 2022 and the lowest value since at least 2015.
Beyond China, the global capacity factor for hydropower generation fell to 35.6%, nearly four percentage points lower than in the first half of 2022. Across the last decade, the average global hydropower capacity factor was 40.9%, notes Ember.

According to the IEA’s electricity market report, the capacity factor of global hydropower has been a declining trend over the last decade. It has fallen from an average of 38% in 1990-2016, to about 36% in 2020-2022.
This 2% difference means installed hydropower is producing about 240TWh less electricity than it would have produced had the capacity factor stayed the same as it was a decade ago, the IEA report notes.
It adds:
“As a result, an amount of energy as large as Spain’s annual electricity consumption needs to be produced by other dispatchable sources of power, which is currently supplied mainly by fossil-fired generation.”
Currently, 2023 is likely to set a record for the lowest global hydropower capacity factor in recorded history, if conditions fail to substantially improve, Ember adds.
Fossil fuel generation increased to meet the shortfall created by low hydropower rates. If hydropower generation had matched its rate in 2022, power sector emissions would have fallen by 2.9%, Ember says.
Ember suggests that the way hydropower capacity has been hit in the first six months of 2023 is a “warning shot” about how the technology could negatively affect the speed of the electricity transition, given its susceptibility to climate change.
In a statement, Malgorzata Wiatros-Motyka, senior electricity analyst at Ember, says:
“It’s still hanging in the balance if 2023 will see a fall in power sector emissions. While it is encouraging to see the remarkable growth of wind and solar energy, we can’t ignore the stark reality of adverse hydro conditions intensified by climate change. The world is teetering at the peak of power sector emissions, and we now need to unleash the momentum for a rapid decline in fossil fuels by securing a global agreement to triple renewables capacity this decade.”
The Intergovernmental Panel on Climate Change (IPCC) sixth assessment report states that by 2080, climate conditions could affect hydropower generation by between +5% and -5%, under a high emissions scenario. However, it said the expected impact varies significantly depending on the region.
Demand drops in major economies
Across the first six months of 2023, global demand for electricity grew by just 0.4%, according to Ember.
This is much lower than the average annual growth rate between 2012 and 2022, which sat at 2.6%.
Major economies saw falls in demand, including Japan (-5.6%), the EU (-4.6%), the US (-3.4%) and South Korea (-1.4%), leading to a decline in their fossil fuel use for electricity.
This fall in demand in high income economies was due to a number of reasons, according to Ember. In the EU, for example, this continued a trend that began in March 2022, when Russia invaded Ukraine.
Policy measures designed to reduce demand amid the wider energy crisis and concerns over the security of gas, falling output from energy intensive industries, mild winter weather, and reduced personal use due to the cost of living crisis, all contributed.
Mild weather and slower economic activity also drove electricity demand reductions in the US and Japan, Ember says.
Meanwhile, India saw lower-than-expected demand growth in the first six months of 2023, according to the report, rising 3.1% compared to 10.7% in the same period last year. This was lower than the average growth seen from 2012-22 (5.4%).
In China, electricity demand increased by 6%, which is in line with the China Electricity Council’s national estimates, Ember notes, and the historic average for 2012-22 (+5.9%). This reflects China’s rebound from Covid lockdowns in 2022 as well as heatwaves during May and June.
Demand growth is unlikely to continue at such a slow level globally in the future, especially in mature economies that are looking to electrify key sectors such as transport and heating to decarbonise, the report notes.
Electricity demand is set to continue increasing in rapidly-growing economies, including China and India, as they continue to advance their economies and boost electricity access.
Emissions plateau
Thanks to the increase in solar and wind power generation – and despite the drop in hydro output – global power sector emissions plateaued over the first half of 2023, according to Ember. It says the increase from wind and solar avoided 142MtCO2 of emissions.
Globally, the power sector emitted 5,795MtCO2 in the six months of 2023, up just 12MtCO2 (0.2%) from the same period in 2022. This continued a downwards trend that had been seen in the power sector prior to 2021, as seen in the chart below.

Falls in power-sector emissions were seen in the EU (-17%), Japan (-12%), US (-8.6%) and South Korea (-3%), largely as a result of falls in coal generation.
Emissions growth slowed in India, Ember says, where there was a 3.7% increase in the first half of 2023, down from 9.7% a year earlier.
However, Ember’s report notes that current progress falls short of what would be needed to keep warming below 1.5C, stating:
“Power-sector emissions need to be falling fast this decade, not just plateauing. Moreover, having falling emissions when demand is exceptionally low is not enough; emissions must be falling even when global demand is increasing as the world consumes more electricity and moves towards electrifying the entire economy.”
In economies where emissions rose, this was due to an increase in fossil fuel generation.
Globally, fossil-fueled power reached 8,100TWh in the first half of 2023, accounting for 59.9% of global generation overall. This was an increase of 9TWh (0.1%) from a year earlier..
Coal generation increased by 1% (47TWh) and gas generation by 0.5% (14TWh), however other fossil fuel (mainly oil) generation fell 15% (-52TWh).
The changes varied significantly at regional and country level. For example, in China, coal generation increased by 203TWh (8%) in the first half of 2023. This was largely due to the hydropower deficit (129TWh) and contributed to China’s emissions for its power sector rising by 7.9% (173MtCO2).
Without the need to meet the hydropower deficit, China’s coal generation would only have risen by 74TWh (2.9%), according to Ember. This would have been enough to turn the observed 47TWh rise in global coal generation into a fall of 82TWh.
Meanwhile, in the EU, fossil generation fell to its lowest since at least 2000 in the first half of 2023, at 410TWh.
The fall was Europe-wide, with 11 countries seeing a decline of at least 20% and five a decline of more than 30% (Portugal, Austria, Bulgaria, Estonia and Finland), as detailed in an earlier report from Ember, covered by Carbon Brief.
Coal generation in the bloc fell 23% (-49TWh), in contrast to the global rise of 1%.
The post World’s electricity supply close to ‘peak emissions’ due to growth of wind and solar appeared first on Carbon Brief.
World’s electricity supply close to ‘peak emissions’ due to growth of wind and solar
Climate Change
Every country needs a model to help optimise its energy transition
Claver Gatete is Executive Secretary of the UN Economic Commission for Africa. Jason Veysey is Energy Modeling Program Director and Senior Scientist at the Stockholm Environment Institute. Lisa Sachs is Director of the Columbia Center on Sustainable Investment at Columbia University.
The case for global energy transition has rarely been clearer. The closure of the Strait of Hormuz earlier this year exposed the cost of unplanned, fossil-dependent systems, while the falling cost of renewables, the rising penetration of electric vehicles, and the growing value of demand flexibility have made the direction of travel obvious. The benefits of a clean, secure, integrated system are no longer in dispute. What remains unclear is how to build it.
Countries around the world have called for faster renewable energy deployment and alternative energy arrangements. A secure, affordable, resilient, decarbonised system requires specific investments in specific places in a specific sequence, optimised across sectors and borders. But very few governments have the analytical foundation to translate those imperatives into investment.
The two instruments that are supposed to determine investment priorities for decarbonisation – Nationally Determined Contributions (NDCs) and country platforms – cannot answer the most basic question facing any country undertaking an energy transition: what should the energy system look like?
To close this gap, every country needs a bankable, economy-wide optimisation model for its energy system. A model is not a plan, but it can help answer the critical question of what the future energy system should look like. It shows how optimal scenarios vary as assumptions and policies are adjusted, calculates investment requirements and sequencing, and quantifies how system costs are affected by assumptions, policies, and exogenous variables like trade policy and financing terms.
Tool for efficient investment
Optimisation is a simplified way of simulating an energy system, but it can be an extremely powerful tool for moving energy planning from reactive (how do we manage the disparate actions in the energy system?) to intentional (what energy system underpins our national objectives?). A model can show how optimal scenarios vary as assumptions and policies are adjusted, and how investment requirements are quantified and sequenced.
Optimisation models can treat the energy system and the sectors it serves as an integrated whole, optimising across sectors and projects in ways that can be mutually reinforcing. If considered independently, growth in industrial demand, transport electrification, and digital infrastructure can add stress to the energy system. But an optimised plan can arrange these and other changes in an efficient, synergistic way.
Two to tango: How governments can unlock private investment for national climate goals
New load can be added where low-cost power is available; industrial customers can ensure the viability of investments in energy supply; electric vehicle charging policy can smooth load curves and reduce costs for all consumers.
Additionally, optimisation modeling can also change the financeability of investments. Taken alone, each project faces uncertainty about the rest of the system, which raises the cost of capital and causes projects to stall or unwind after contracts are signed. A coherent, optimised plan makes visible the coordination that private capital would otherwise have to bet on: identified offtake, sequenced and committed transmission, contracted power supply, and so on.
What COP31 and COP32 should do
The upcoming COPs in Turkey and Ethiopia can shift the center of gravity of international climate cooperation from fragmented commitments to planning. Three moves are urgently needed.
First, optimised, economy-wide, long-term energy system planning must be the foundation on which any meaningful NDC, country platform, or finance commitment rests. NDCs are typically drafted by environment or single-line ministries, with limited cross-sectoral input from ministries of energy, finance, and planning. They contain targets, derived from sectoral strategies or national commitments, not from an analytically grounded picture of what the energy system should look like and what investments would make it work. Country platforms are generally a portfolio of investments assembled from existing project pipelines, rather than derived from a system-level analysis of what an optimised, decarbonised energy system would require.
Second, recognise regions as a key planning unit. Modern integrated energy systems are inherently regional. Renewable endowments are unevenly distributed; balancing variable supply across borders lowers aggregate cost, reduces redundant backup capacity, and unlocks economies of scale no individual nation can achieve. Many energy investments in Southeast Asia, East Africa, Southern Africa and Central Asia may only be financeable in a regional context. Assessing domestic infrastructure without regional optimisation perpetuates the perception that decarbonisation is more expensive than it is.
COP31 leaders unveil global targets, with spotlight on electrification
Third, finance the planning capacity. A coordinated commitment by multilateral development banks, bilateral donors, and philanthropic partners to help every region and its constituent countries develop and maintain their own modelling capability, with open-source tools and regional analytical hubs, would close the most consequential gap in the current architecture. The cost is small relative to current spending on country platforms, failed project preparation, and misallocated infrastructure investment.
This includes supporting regional institutions such as the ASEAN Centre for Energy, the African Energy Commission, regional power pools, and the Latin American and Caribbean Energy Organization to determine what optimised regional systems require. Country-by-country pledging, repeated at every COP, will not deliver what meaningfully integrated systems can.
The 2026 energy crisis made the cost of unplanned, fossil-dependent systems newly visible. That window of clarity will close. The international community should seize the moment to build the planning foundation that has been missing for thirty years, rather than commissioning another round of NDCs or pledges, striving for outcomes neither was designed to deliver.
The post Every country needs a model to help optimise its energy transition appeared first on Climate Home News.
Every country needs a model to help optimise its energy transition
Climate Change
Explainer: How the ‘super El Niño’ will reshape the world’s weather
The world is currently experiencing what is expected to become the strongest El Niño on record – dubbed a “super El Niño” by many.
El Niño is the warm phase of a recurring climate pattern in the tropical Pacific that releases heat from the ocean into the atmosphere.
This temporarily raises global temperatures and reshapes rainfall and extreme weather around the world – impacting the lives of billions of people.
The current El Niño event began in June and is expected to last into 2027.
El Niño is part of a wider climate pattern called the El Niño-Southern Oscillation (ENSO) cycle.
The ENSO cycle also has a cool phase, known as La Niña, as well as a “neutral” phase. El Niño and La Niña events typically last between nine and 12 months, but can go on longer.
Below, Carbon Brief explains how the ENSO cycle works, its impacts on extreme weather and global temperatures and why this El Niño event is projected to be the most intense since records began.
The post Explainer: How the ‘super El Niño’ will reshape the world’s weather appeared first on Carbon Brief.
https://interactive.carbonbrief.org/el-nino-explainer/index.html
Climate Change
Analysis: The two largest reservoirs in the US have hit record-low levels
The second-largest reservoir in the US reached a record-low water height on Saturday – just days after the country’s largest reservoir broke its own record.
Both Lake Mead and Lake Powell are located on the Colorado River.
They provide water for populations across seven US states in the south-western US, with around 40 million people getting some or all of their municipal water from the Colorado River.
The river also provides water for around 5.5m acres (22,258 square kilometres) of farmland across Colorado, Arizona, California and the other states in the river basin.
Experts tell Carbon Brief that climate change, population growth and over-consumption are all contributing to the current record-low levels of the reservoirs.
Record lows
At full capacity, Lakes Mead and Powell can hold a combined 68 cubic kilometres of water – enough to supply all household consumption in the contiguous US for nearly 1.5 years. However, the water level in both reservoirs has been declining for decades.
The chart below shows the water level of Lake Mead, in metres above mean sea level. The reservoir, which began to fill in 1935 following the construction of the Hoover Dam, has a “full pool” maximum capacity of 347.60 metres. The water level in Lake Mead reached a record low of 317.11 metres on 7 August.

The following chart shows the water level of Lake Powell, in metres above mean sea level. Lake Powell’s full-pool level is 1,127.76 metres.
While the reservoir reached its maximum capacity several times in the 1980s, it has not done so since. On 15 August, the water level in Lake Powell was recorded at a new record-low of 1,072.87 metres.

Both reservoirs have continued to decline in the days since breaking their respective records. The downward trend will largely continue in both lakes until next spring, when the snowpack in the mountains of the Upper Colorado River Basin begins to melt, says Dr Jack Schmidt, a senior research scientist at Utah State University’s Center for Colorado River Studies. He tells Carbon Brief:
“The big dilemma of the moment is that we’re only in the middle of August, and we have no assurance of what the coming winter will be. The only thing we can be sure of is that we will be depleting overall total basin reservoir storage from now until, roughly, early April.”
Compounding factors
The record lows across the two reservoirs are the result of several compounding factors, experts tell Carbon Brief.
Since the turn of the 20th century, the amount of water flowing along the Upper Colorado River has declined by about 20%. Research suggests that half of this decline can be attributed to human-induced climate change.
Most of the river’s streamflow comes from the snowpack of the Upper Colorado River Basin, which stretches across five western US states but is primarily located in Colorado and Utah.
This region has been gripped by a historic “megadrought” for more than a quarter of a century. Nearly half of the megadrought’s intensity over 2000-18 is attributable to climate change, according to a 2020 study.
At the same time, the increasing population in the US south-west has put added pressure on the Colorado River’s water supply. The number of people obtaining some or all of their water from the Colorado system has grown by 15 million (around 60%) since 1992.
Schmidt tells Carbon Brief:
“There’s an ultimate cause of the present water crisis, and there’s a proximate cause. The ultimate cause is a warming climate, a warming planet and a pretty clear correlation between warming conditions and decreased runoff in the Colorado River Basin.
“The proximate cause is that in this messy democratic republic of ours, big policy decisions that match the variability of the climate occur painfully slowly – with intense political negotiations – and only incrementally.”
On 31 July, the US Bureau of Reclamation, which manages water resources in the western US, released an environmental impact statement on its proposed post-2026 strategy for managing Lakes Powell and Mead. The strategy itself has not been released yet.
Schmidt notes that the statement does appear to give the Bureau flexibility to “respond to crisis” by reducing the delivery of water to several states. However, he adds:
“They acknowledge it won’t work if we just stay critically dry, and of course every climate model for the 21st century, especially with a continually warming planet, says that that’s exactly what’s going to happen.”
The post Analysis: The two largest reservoirs in the US have hit record-low levels appeared first on Carbon Brief.
Analysis: The two largest reservoirs in the US have hit record-low levels
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