When flooding strikes, it can devastate vast areas, taking lives, homes and possessions with it.
Multiple factors affect the scale of the social and economic damage that flooding causes, such as climate change, land-use change and the flood protection measures in place.
In a new study, published in Science Advances, my colleagues and I attempt to disentangle the factors contributing to more than 1,700 floods in Europe over 1950-2020.
Our findings show that there has been an overall reduction in deaths and economic damage over this 70-year period – even though population and economic growth means the maximum value of possible losses has increased.
This is linked to the extent to which society has adapted to climate change.
Our study finds that – in most regions – flood impacts have been affected primarily by direct human actions, such as land-use change, vulnerability reduction and catchment alteration, rather than long-term changes to river levels or sea levels.
Other factors, including climate change and alterations to river catchments, had an important role in certain places, but were not a factor on a continent-wide scale.
What influences flood losses?
Dozens of floods occur in Europe every year, though the magnitude of the socioeconomic impacts they cause varies considerably from year to year.
Floods can happen in any country, though they are less common in north-eastern Europe, especially since climate change has reduced snow cover and, hence, reduced spring snowmelt. In the hot and mountainous south of Europe, flash floods are a major risk, causing most fatalities in Europe. In north-western Europe the risk of coastal flooding, increased by global sea level rise, is higher than in other parts of the continent.
Our study looks at 1,729 floods that took place across Europe over a 70 year-period, drawn from the Historical Analysis of Natural Hazards in Europe (HANZE) database. We estimate that this list covers the vast majority of all flood impacts in Europe since 1950.
We find that, in absolute terms, direct economic damage from floods in Europe has increased considerably, from an estimated €37bn in the 1950s (at 2020 prices) to €92bn in the 2000s and €71bn in 2010s.
Yet, in relative terms, the annual losses from floods have fallen. Direct economic damage from floods fell to 0.04% of Europe’s gross domestic product (GDP) in the 2010s, down from 0.11% in the 1950s.
Meanwhile, the risk of dying in a flood has also declined more than six-fold since the 1950s.
Six long-term drivers
First, it is worth noting that each of the 1,729 events in our study were the result of a unique combination of natural and socioeconomic factors under various flood management regimes.
However, we can explore how trends in economic and social damages from floods across Europe have been influenced by different drivers. For this, we turn to the evolving science of attribution research.
Extreme weather attribution research covers a diverse set of qualitative and quantitative approaches to estimate the contribution of individual drivers – such as climate change or socioeconomic factors – to observed impacts. Most studies focus on attribution to climate change, but such approaches are often insufficient to explain the magnitude of flood losses.
Our study investigates six long-term drivers that could have explained the trends in flood impacts in Europe over a 70-year period. These are:
- Long-term climate change
- Human interventions in river catchments
- Population and economic growth
- Land-use change
- Flood protection levels
- Flood vulnerability
To do so, we use hydrological and socioeconomic models driven by observations of climate, economic and other trends.
In all cases, we evaluate the drivers against the climate and socioeconomic conditions of the year 1950 to capture how their importance might have changed over time.
The first driver we look at – and the one that is typically of most interest in attribution studies – is long-term changes to the climate. This includes changes in the probability of extreme river discharges, storm surges, wave heights and global sea level rise.
The study looks at both the fingerprint of human-caused climate change – the 1950-2020 period is when most of global warming has occurred – but also incorporates natural variations of the climate.
Here, we find climate change has mostly worsened flood impacts, especially for levels of economic damage.
However, there is strong variation in Europe. While climate change has led to more substantial flood impacts in north-west Europe, the inverse was true for several countries in southern Europe. This is largely due to an increase in the dryness of the climate.
Human factors
Next we look at human interventions in river catchments, such as reservoir construction and land-use change, which alter the movement and distribution of water across large areas.
Here, we find that these interventions had opposite effects.
Across Europe, land-use change contributed to larger flood impacts over the study period. This was largely due to a rapid increase in “soil sealing” – the covering of soil for housing, roads or other construction work.
However, the construction of large reservoirs – most of which were built after 1950 – has reduced flood volumes, helping to reduce flood impacts, particularly in central Europe.
Population growth has increased flood impacts in almost all countries (with the main exception being Germany because of population decline in the east of the country). In addition, economic growth means the maximum value of possible losses to floods – or “flood exposure” – has increased across the continent.
That said, when considering losses relative to the size of the economy or population, the change in spatial distribution of people becomes more important.
For example, there has been more development in floodplains than outside of them, which – when combined with structural factors, such as the shift from agriculture to industry and from industry to services – has contributed to an overall increase in flood impacts.
However, this did not occur in all countries and did not apply to fatalities, which narrowly reduced across Europe over the study period due to changes in population distribution.
Adaptation
The final two drivers investigated were related to how society has adapted to flood risks.
One method is improving structural flood protection through dykes and reservoirs. (In a 2024 study, we estimated that flood protection has improved in Europe since 1950, even if more for coastal than river floods.)
We also see this effect in this study, though it is not as pronounced. This is because we only look at floods that did occur – meaning that protection measures were not sufficient to prevent them.
Nonetheless, we find that better protection has reduced the extent and, therefore, the impact of floods in most European countries, except some in central and northern Europe.
Our final driver was vulnerability to floods, defined as the relative impact of flooding on population and assets at a given hydrological intensity.
This factor heavily depends on the level of preparedness and adaptation as well as the capacity to respond to a flood. For instance, small adaptations of buildings that prevent water from flowing into it could substantially reduce the share of the building value that is lost in the flood.
In the most recent decade, floods caused an estimated 74-75% fewer fatalities and smaller economic loss than if they happened in 1950 at the same level of exposure – thanks to lower vulnerability. This reduction was found across the continent – indicating that certain universal changes were responsible for this process.
Our study was not able to link this progress to individual measures, but obvious candidates are creation of early warning systems, more capable emergency services, improved disaster response and uptake of private precautionary measures by households and companies after previous experiences of flooding.
The figure below shows the contribution of the six drivers (from left to right) for three types of impacts: fatalities (top), population affected (middle) and economic losses (bottom) to all floods that have occurred in each country between 1950 and 2020.
The shading indicates whether the driver increased (red) or decreased (blue) impacts.
Attribution of contribution to impacts (in rows) of different drivers (A to F), by country, expressed as percent change, relative to the counterfactual scenario of no change in the individual driver since 1950. Source: Paprotny, D et al. (2025)
Solutions reaching their limit?
Our findings indicate the crucial role that adaptation has had on containing growth in flood losses that could have been induced by a larger population and economy.
Still, this positive development should not be taken for granted. Our results show a considerable slowdown in the reduction of losses from better flood protection or lower levels of vulnerability in the most recent two decades. This could indicate that existing solutions are reaching their limits.
However, we find that southern and eastern Europe still has higher vulnerability compared with western Europe – showing potential for further improvements in those regions.
Recent major floods, such as the 2021 event in western Europe, have raised questions about existing levels of preparedness, while highlighting the role of climate change in increasing the impacts of those events.
Our study shows that adaptation works in Europe, but that greater efforts will be needed to ensure it continues to do so.
The post Guest post: How adaptation has cut flood deaths and losses in Europe appeared first on Carbon Brief.
Guest post: How adaptation has cut flood deaths and losses in Europe
Climate Change
DeBriefed 29 May 2026: Europe’s ‘mind-boggling’ May | Indian heat deaths | Nigeria’s solar mini-grids
Welcome to Carbon Brief’s DeBriefed.
An essential guide to the week’s key developments relating to climate change.
This week
UK, Europe and India battle heatwaves
‘MIND-BOGGLING’ MAY: The UK and continental Europe have set “mind-boggingly crazy” temperature records for May amid a deadly heatwave, reported the Financial Times. According to the Associated Press, the UK “smashed a century-old temperature record for the second time in 24 hours on Tuesday”. The newswire added that records “also fell in France, where temperatures reached 36C on Monday in the country’s south-west”. On Wednesday, Portugal hit a record May temperature of 40.3C, said BBC News.
‘BRUTAL REMINDER’: In parts of Italy, the heatwave triggered blackouts, reported Reuters. The heatwave has also been linked to more than a dozen deaths in the UK and France, including from people drowning and suffering heat-related deaths while competing in sporting events, said ABC News. Simon Stiell, the executive secretary of UN Climate Change, said the intense heatwaves were a “brutal reminder” of the cost of global warming, reported Politico. Carbon Brief has in-depth coverage of the record-shattering heatwave.
INDIA’S DEADLY HEAT: In the southern Indian states of Andhra Pradesh and Telangana, more than 100 people died within three days following an intense heatwave, reported the Khaleej Times. The publication noted that authorities urged people to stay indoors and avoid direct exposure to the heat. Meanwhile, some parts of India are “grappling with power cuts as record-breaking heat has pushed electricity demand to an all-time high”, reported Reuters.
Around the world
- CRUDE DIPS: The International Energy Agency (IEA) said global investments in oil projects will fall below $500bn in 2026, continuing a three-year decline, reported Bloomberg. Carbon Brief’s analysis of the data shows the US’s “data-centre boom” means it is now investing more in fossil-fuel power than China.
- DODGING NET-ZERO: The world’s biggest miner, Australian giant BHP, has backtracked on climate action by halting or delaying projects to cut “vast” amounts of emissions, according to a Guardian investigation.
- SOLAR SLIP: China’s new solar installations dropped for a fourth straight month, reflecting weakening domestic demand, said Bloomberg.
- NO LOGGING: Deforestation in the Brazilian Amazon fell last year to its lowest level since 2019, according to a new report, said Agence France-Presse.
- EXECUTIVE ACTION: Puerto Rico’s governor announced a state of emergency to fight a surge in coastal erosion, citing the need to protect natural resources and vulnerable communities, reported the Associated Press.
Four million
The number of homes in the UK with air conditioning, double the figure from three years ago, reported the Guardian. There are 29m households in the UK.
Latest climate research
- Carbon Brief will soon be launching a new fortnightly newsletter focused on climate research. Sign up for free today.
- LGBTQ+ households in the US are “significantly more likely” to face energy poverty and insecurity than the general population | Energy Research & Social Science
- Global rice-paddy greenhouse gas emissions have doubled over the past six decades | Nature Food
- Vegetation greening and human-caused warming are the “main drivers” of a surge in flash floods over the last decade | Science Advances
(For more, see Carbon Brief’s in-depth daily summaries of the top climate news stories on Tuesday, Wednesday, Thursday and Friday.)
Captured
A Carbon Brief investigation has shed light on the impact of weather-related flooding on National Health Service (NHS) facilities across the UK. At least 67 NHS hospital wards, departments and other sites have been forced to temporarily close or relocate due to weather-related flooding. The chart above shows sites of weather-related flooding incidents at NHS facilities. The size of the circles indicates the number of incidents reported at each site.
Spotlight
How solar mini-grids can ‘help boost’ Nigeria’s economy
This week, Carbon Brief covers a new report on Nigeria’s solar mini-grid industry.
Amid the impact of the US-Iran war on the Nigerian economy, a new report has argued that solar-mini grids can help to reduce the country’s reliance on fossil fuels and create more than 200,000 jobs.
In Nigeria, Africa’s third-largest economy, the war has led to an increase in energy prices and a decrease in petrol consumption. Petrol is one of the country’s main sources of transport and household fuel. According to one estimate, prices have surged by up to 40% since the conflict commenced in February.
Although the Nigerian treasury has benefited from rising crude oil prices – the country is a major exporter of oil and gas – the impact has been most visible on the wider population.
Rising energy prices “have affected the purchasing power of workers”, Agnes Funmi Sessi, a labour union leader in Lagos, told Carbon Brief.
However, scaling the deployment of solar “mini-grids” could help the country move away from fossil fuels, stimulate rural economies and improve livelihoods, according to the new report authored by the thinktank, the Africa Policy Research Institute.
“We estimate that, by deploying over 10,000 mini-grids, the sector could create 212,688 direct full-time informal and productive-use jobs across the off-grid and under-grid market segments,” the report said.
A nascent industry
Solar “mini-grids” are small-scale, localised electricity generation and distribution systems powered by solar panels.
The report positioned Nigeria’s mini-grid sector as one of the fastest-growing in Africa, with the country having just 11 mini-grids in 2015 and 155 by 2024, along with at least 42 active developers.
Many of the companies within the sector are young and apply novel local techniques in their deployment of solar technology, the report said.
However, access to finance remains a huge barrier. According to the report, the sector may require up to $8bn to connect 35.4 million people to mini-grids.
“Most Nigerians want solar power in their homes, but it is a capital intensive business for vendors and customers,” Dr Ben Iheagwara, a renewable energy entrepreneur and policy analyst, told Carbon Brief.
The report urged the Nigerian government and its international partners to “attract private capital by de-risking investments and ensuring regulatory clarity and long-term planning”.
Other key recommendations for policymakers and stakeholders include investment in skills development and paying attention to the gender gap.
Powering rural communities
Many rural communities, which make up about 37% of the country, are disconnected from the national grid system, so often have to generate their own electricity through mini-grid systems.
According to Nigeria’s electricity regulator, NERC, a mini-grid is defined as a power generating system with an installed capacity of up to 10 megawatts.
A mini-grid can be powered by fossil fuels such as diesel or petrol, but solar power is now considered a cheaper and cleaner source.
With more than 80 million people lacking access to electricity in Nigeria, solar mini-grids are increasingly viewed as the lowest-cost electrification solution, the report said.
Watch, read, listen
MOVING FORWARD: The Energy Transition Show dug into electricity reform in South Africa, discussing the country’s coal legacy and the role of renewables.
ENERGY POVERTY: In an opinion article for Project Syndicate, executive director of the African Climate Foundation, Saliem Fakir, argued that the energy transition in emerging and developing economies is driven by economics and security rather than emissions targets.
VANISHING CITY: BBC News reported on a coastal community in Nigeria where the ocean has “already swallowed more than half of the town”.
Coming up
- 31 May: Colombia presidential elections
- 31 May-5 June: Global Environment Facility council meeting, Samarkand, Uzbekistan
- 2-5 June: The Venice Agreement for Peatlands workshop, Kisumu, Kenya
Pick of the jobs
- National Oceanography Centre, engagement assistant (external communications) | Salary: £28,254. Location: Southampton, UK
- Dangote Industries, decarbonisation specialist | Salary: Unknown. Location: Lagos, Nigeria
- City of New York, chief decarbonization officer | Salary: $261,469. Location: New York City
- Climate Central, writer and associate editor | Salary: $72,000-$75,000. Location: US (Remote)
DeBriefed is edited by Daisy Dunne. Please send any tips or feedback to debriefed@carbonbrief.org.
This is an online version of Carbon Brief’s weekly DeBriefed email newsletter. Subscribe for free here.
The post DeBriefed 29 May 2026: Europe’s ‘mind-boggling’ May | Indian heat deaths | Nigeria’s solar mini-grids appeared first on Carbon Brief.
At the African Development Bank (AfDB) annual meetings this week, several African leaders called for investments in electricity infrastructure which go beyond lighting homes to powering economies.
Applauding the AfDB for its energy programmes like Mission 300 – which aims to provide electricity access to 300 million Africans by 2030 – the Central African Republic’s President Faustin-Archange Touadera said that without power supply “we will not be able to achieve development”.
Speaking alongside him, the Republic of Congo’s President Denis Sassou Nguesso echoed this, saying that “as we need to help our people to turn towards agriculture, to turn towards livestock rearing, we also need to provide power to them.”
As the Mission 300 initiative advances, attention is increasingly shifting from simply connecting households to ensuring that electricity access translates into economic opportunities and livelihoods. That shift is driving the launch of a new Centre of Excellence for Productive Use of Energy being developed under Mission 300 by the philanthropically funded Global Energy Alliance for People and Planet (GEAPP).
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Africa records fastest-ever solar growth, as installations jump in 2025
Africa’s solar power installations have increased sharply, driven by utility-scale projects and privately financed rooftop and commercial systems
In an interview with Climate Home News, Carol Koech, GEAPP’s vice president for Africa, said the initiative is designed to ensure that electrification supports income generation, agriculture and local economic development rather than only basic household access.
Q: What is the Centre of Excellence for Productive Use of Energy aiming to achieve with Mission 300?
A: Mission 300 is increasingly being seen as a job platform and so the role of the Centre of Excellence in translating those electricity connections to jobs. So we want the centre to do four things. First, as a delivery engine, which enables countries to embed a cross-institutional advisor that supports the electrification components, but also other components that are happening in the country.
Second, we want the centre to be an innovation and strategy hub. Today, there’s really no place where you can go to find the state of the industry for productive use of energy across the globe, and we want to make the centre of excellence the place where you can go and get information about what technologies are available, where deployment is happening and how much is being deployed.
(Photo: Lighting Global/SunCulture/World Bank)
The third pillar is to coordinate and mobilise capital. We anticipate the centre coordinating internally within the ecosystem but also mobilising additional financing to help productivity. The last piece is how to scale businesses, enterprises and partnerships around this centre because we anticipate that as we grow this space, new industries will emerge and those industries will need to be supported.
Q: Why is productive use of energy becoming important under Mission 300?
A: Mission 300 gave us a bigger platform to demonstrate that energy is truly an enabler for economic development. It’s not sufficient to just provide a connection, but it is required that that connection truly translates to economic development for the communities that benefit.
We shouldn’t bring electricity and then start thinking about what people can do with it. We need to think about both at the same time and ensure electricity arrives together with the things that will make a difference in people’s lives. Historically, we’ve brought electricity and imagined a miracle would happen, but we know that hasn’t been the case.
The question is how to ensure universal access in the cheapest way while still transforming communities. Some mini-grids have been deployed in places where demand is extremely low, making them too expensive to sustain. But when mini-grids are paired with productive uses, the economics start to change. If businesses currently running on fossil fuel generators move to solar or renewable energy, operating costs fall and the business case for mini-grids becomes much stronger.
Q: How could this work in practice for agriculture and rural communities?
A: I’ll give you a practical example in our pilot country Zambia. Zambia has two programmes, they have the ASCENT programme for energy access and they also have the Zambia agribusiness and trade platform (ZATP). Some of the components of the ZATP programme – which is an agri-business program to help farmers to be productive – have a productive use component but don’t have an energy supply component. So we’re offering things like mills, processing facilities, irrigation and others. In some parts of Zambia, these productive use equipment has been supplied but has not been powered, so communities are not benefiting from that.
So the whole point is if we coordinate where the agribusiness programme is deployed together with where the energy access programme is deployed and layer those two programmes together in one place, then you could solve the energy access problem and solve productive use together and therefore have really meaningful outcomes for communities.
Q: How will the centre help both households and small businesses use electricity productively?
A: The question on whether we should electrify households or businesses is neither here nor there. We need to electrify all. The argument is really once we electrify businesses, the owners of those businesses will be able to pay what they need for their households as well as increase production for their businesses.
Electricity consumption is usually an indicator of economic development and by pushing productive use into households, especially where households are also smallholder farmers, the question becomes: how can electricity access translate to additional economic development for them? If you are connected onto a mini-grid, then you can actually use that connection to run irrigation, put in a dryer, or a cold storage system, whatever you require to improve your income but the fact that you have energy means that you can access productive use. Now, we need to ask ourselves how do these farmers or these households then get access to these appliances, because that’s another barrier.
Q&A: Will subsidy cuts for Chinese clean-tech exports hurt Africa’s solar boom?
The cost of these appliances is usually extremely high, and when you have programmes such as the ZATP running in Zambia, that’s already a public funding approach to making these appliances available and potentially reachable for farmers, either at household level, at farm level or at community level.
Q: How does this complement the already existing Mission 300 national energy compacts designed by countries?
A: Each of the national energy compacts have a productive use component, a pillar that talks about distributed renewable energy, productive use, and clean cooking. This is actually complementing the work of the countries, and this centre is like an available support, back office for countries to tap into as they implement their national energy compacts, if they have specific requirements and support for that pillar three.
So the advisers that will be embedded into countries, their role is to coordinate within country programs that are running where energy could make a difference. The advisers will be sourced from the country and so they will make sure that the donor money is coordinated to benefit the country fully. Their role will include going to ministries of agriculture or any related ministries and understanding where they are prioritising programmes that require electrification. In many cases, programmes and money have already been allocated, but this component is about how do we deploy it in a way that it actually truly brings a difference, so those advisers will do that.
Q: How will the centre address financing and private sector investment challenges?
A: What we’re really looking at is different financing mechanisms. In the past, we have provided subsidies and results-based financing to suppliers, distributors and manufacturers to help create markets for productive-use appliances. I see this as one mechanism the centre could use, but the bigger opportunity is aligning public funding across different programmes so that more of it can support productive uses, either through direct funding or subsidies.
Nigerians bet on solar as global oil shock hits wallets and power supplies
When it comes to private sector investment, the reality is that Africa’s energy sector still faces serious constraints. Most private investment has gone into power generation, particularly through independent power producers, and even then that has only been possible in places where the off-takers, usually utilities, are bankable.
To unlock more private capital, countries need the right policies, reforms and regulations, but even more importantly, utilities must become financially viable. If the off-taker is not bankable, then the project is not bankable.
Another major question is how to attract private investment into transmission infrastructure. There are different models being explored, but the reality is that public funding alone is not sufficient to achieve Mission 300, so finding new ways to mobilise private capital will be critical.
The post Q&A: How can African electricity access power jobs not just lightbulbs? appeared first on Climate Home News.
Q&A: How can African electricity access power jobs not just lightbulbs?
The “data-centre boom” is driving a surge in gas investment in the US, pushing its fossil-power spending ahead of China, according to the International Energy Agency (IEA).
A rapid expansion of data centres across the nation is at the heart of the US tech sector’s plans to continue “dominat[ing]” the global artificial intelligence (AI) industry.
High demand for electricity to power these data centres has led to companies rushing to build new gas-fired power plants across the country.
This trend, combined with “soaring” gas-turbine prices, drove a threefold increase in US gas‑power investment in 2025 – and the IEA expects this to continue throughout 2026.
As the chart below shows, Chinese investment in coal- and gas-fired power is expected to drop this year, amid domestic policy changes and the Iran war sending gas prices spiralling.
Together, these trends mean the IEA expects US investment in fossil-fuelled power plants to overtake China’s in 2026.
The IEA’s latest world energy investment report shows that spending on renewables and electricity grids continues to dominate at the global scale.
In the US, Trump administration policies such as the phase-out of tax credits for renewables has led to the IEA revising its forecast for new wind and solar power downwards.
At the same time, US electricity demand is expected to rise by an average of 2% per year from 2026 to 2030, with data centres contributing half of the overall increase.
This is leading to what the IEA calls an “AI-driven push” to build new gas-power plants in the US, the world’s largest data-centre market and largest gas producer.
Globally, orders for new gas-power plants increased to 130 gigawatts (GW) in 2025 – a 25-year high – and US demand was a “major factor” in this, according to the IEA.
Much of the demand is coming from tech companies in the US seeking to bypass grid connection queues by building “captive” gas-power plants.
As the chart below shows, since the start of 2025 these US captive data centres alone have signed off on more investment in new gas turbines than any country in the world – aside from the US itself.
Overall, investment in grid upgrades, power equipment and electricity generation to support the buildout of data-centre infrastructure around the world hit $105bn in 2025, according to the IEA.
This is more than the total invested in the energy sector across the whole of Africa – a continent where more than 600 million people do not have access to electricity.
The IEA notes that strong demand for gas-power plants for data centres in the US – and, to a lesser extent, the Middle East – is “limiting the availability of turbines for near-term deployment elsewhere in the world”.
The agency also points out that as the tech sector becomes a “major energy investor”, accounting for around 40% of all corporate power-purchase agreements, it is also “underpinning momentum” for emerging clean technologies, such as small modular nuclear reactors and advanced geothermal.
The post AI boom means US is now ‘investing more’ in fossil-fuel power than China appeared first on Carbon Brief.
AI boom means US is now ‘investing more’ in fossil-fuel power than China
DeBriefed 29 May 2026: Europe’s ‘mind-boggling’ May | Indian heat deaths | Nigeria’s solar mini-grids
Q&A: How can African electricity access power jobs not just lightbulbs?
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