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According to most metrics, economic inequalities across the world have been declining since the late 1980s.

This has been driven by decreasing inequalities between countries – due to rapid economic growth in Asia – and has occurred despite increasing inequalities within a number of countries.

However, this trend could be reversed by the impacts of climate change.

While the repercussions of a warming climate are being felt in all corners of the world, the scale of these impacts on different countries, regions, communities and individuals varies hugely. The degree of economic inequality in the future will largely depend on how well different groups can adapt.

In a new review study, published in Environmental Research Letters, we analysed the existing literature and gathered evidence on whether, where and how climate change exacerbates economic inequality.

We find robust evidence that climate change impacts do indeed increase economic inequality and disproportionately affect the poor – both globally and within countries on all continents.

Climate change increases inequalities locally and globally

Our review covers 127 peer-reviewed studies into climate change and inequality.

These research papers cover a wide range of geographies, climate impacts, types of economic inequality measured (such as income disparities, differences in consumption or welfare disparities), methods used (such as econometric models or surveys) and findings.

The vast majority of studies confirm that climate change is exacerbating economic inequalities or hitting the poorest the hardest. This finding holds true across regions, types of physical impacts, sectors, types of inequalities and assessment methods. It is particularly prominent in studies that compare the impact of climate change across countries.

There are only two studies that find that climate change reduces inequality, but they focus on specific local circumstances – that is, flooding in Pakistan or price disparities among fishers and traders in Mexico.

Similarly, four papers find that the wealthy – whether households or countries – are more affected by climate change than the poor. However, these instances are exceptions and mostly limited to specific circumstances. For example, one study shows that the tropical cyclone Bulbul in Bangladesh caused higher losses for richer shrimp farmers, because they had larger farms.

The chart below summarises these overarching results across the 127 studies, categorised by the percentage of studies showing a negative (red), positive (blue) or mixed (yellow) impact on inequality. Orange indicates a finding that does not fit one of the categories, while grey shows studies that could not reach a conclusion.

The different bars represent the geographical focus of the different studies. Most of the studies we reviewed either look at the global picture (46) or focus on individual countries (44).

Effect of climate change on economic inequality according to geographical scope
Effect of climate change on economic inequality according to geographical scope of the studies in our review. These are categorised as regressive (red), progressive (blue), mixed (yellow), other (orange) or no conclusion (grey). Note that the x-axis gives the share of occurrences within studies at that geographical scope, while the number between brackets indicates the total number of studies in that category. Source: Méjean et al. (2024).

When it comes to global studies, the consensus is that climate change is widening inequalities or affecting the poor the most, with around 78% of the papers reaching this conclusion.

Some studies also highlight other groups being disproportionately impacted by climate change, such as rural communities, urban populations, women or specific regions and sectors.

However, there’s a minority of papers that remain inconclusive about both the impact of climate change on inequalities and which groups are most affected.

When it comes to national studies, the trend remains consistent: around 68% of these papers find that climate change is driving up economic inequality or hitting the poorest the hardest (30 out of 44 papers).

As the map below shows, this holds true in all parts of the world. The purple shading indicates the number of studies finding a negative climate impact on inequality for each country.

Map of countries where studies show a regressive effect
Map of countries where studies show a regressive effect (that climate change increases economic inequality or that the poor are more impacted). This map includes studies with a national or subnational scope and multi-country studies where that result is valid for single countries. This map excludes global studies. Source: Méjean et al. (2024).

The countries with the highest number of studies (more than five) showing that climate change increases economic inequality or disproportionately affects the poor are China, Brazil, Ethiopia and the US.

Different climate impacts contribute to inequality

Looking at the breakdown of studies, we found that the percentage of papers pinpointing a particular climate impact as exacerbating inequality or affecting the poor more significantly ranges from 60% for changes in rainfall to 89% for sea level rise.

You can see this in the left-hand chart below, which shows the findings of the literature review separated by climate impact. The right-hand chart shows the findings separated by sector. The categories are the same as in the earlier chart.

Impact of climate change on economic inequality by physical impact and channel
Impact of climate change on economic inequality by physical impact (left) and channel (right). These are categorised as regressive (red), progressive (blue), mixed (yellow), other (orange) or no conclusion (grey). Note that the x-axis gives the share of occurrences within studies for a given category, while the number in brackets indicates the total number of studies in that category. The sum of those numbers may differ from the total number of papers (127), as some papers may fall into several subcategories, for instance in the case where several types of physical impacts are discussed in a single paper. Source: Méjean et al. (2024).

A majority of studies focus on the impact of rising temperature, with 72% of these concluding that temperature changes worsen economic inequality or affect the poor the most.

Most of the studies that find a reduction in inequality concern extreme weather events. This is often because these studies assess the impact on physical assets, which are predominantly owned by the wealthiest.

There are several channels through which biophysical climate change impacts translate into economic effects. These channels include broad economic effects that influence all sectors, changes in agricultural revenues due to factors such as crop yield declines, impacts on labour productivity, changes to infrastructure and physical assets, shifts in energy demand or water availability.

We found that studies identifying labour productivity or energy as the main channel through which climate change affects economic inequalities overwhelmingly conclude that inequalities increase or that the poor are more impacted.

A decline in labour productivity may indeed increase inequality if it disproportionately affects low-skilled workers, especially those who work outdoors or in non-air-conditioned environments.

Notably, a large proportion of the studies where physical assets are identified as the main channel suggest that inequality actually decreases due to climate change or that the wealthy suffer more. This is because rich individuals tend to face greater losses due to the higher value of their property.

Tackling climate impacts on inequality

Our investigation into the impacts of climate change on economic inequality was motivated by the need to better understand the climate change impacts are distributed across the world. This provides the other side of the coin to the effects of mitigation policies on inequality, which are often more widely discussed.

The evidence strongly indicates that the impacts of a warming climate are regressive across countries. Tackling the impacts of climate change on economic inequality will demand substantial policy changes and financial resources.

At the national level, policymakers will need to ensure that adaptation finance and loss and damage compensation effectively reach low-income households to reduce their vulnerability and increase their resilience to climate change impacts.

The results of our review underscore the importance of policymakers integrating climate risk management strategies into the design of “climate-proof” social programmes in poor regions, which are crucial for achieving climate justice objectives.

Of course, other forms of inequality beyond economic inequality, such as gender inequality, are important and interact with climate change, but this is a topic for another review.

The post Guest post: How climate change could reverse gains in global inequality appeared first on Carbon Brief.

Guest post: How climate change could reverse gains in global inequality

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Climate Change

What Is the Economic Impact of Data Centers? It’s a Secret.

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N.C. Gov. Josh Stein wants state lawmakers to rethink tax breaks for data centers. The industry’s opacity makes it difficult to evaluate costs and benefits.

Tax breaks for data centers in North Carolina keep as much as $57 million each year into from state and local government coffers, state figures show, an amount that could balloon to billions of dollars if all the proposed projects are built.

What Is the Economic Impact of Data Centers? It’s a Secret.

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Climate Change

GEF raises $3.9bn ahead of funding deadline, $1bn below previous budget

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The Global Environment Facility (GEF), a multilateral fund that provides climate and nature finance to developing countries, has raised $3.9 billion from donor governments in its last pledging session ahead of a key fundraising deadline at the end of May.

The amount, which is meant to cover the fund’s activities for the next four years (July 2026-June 2030), falls significantly short of the previous four-year cycle for which the GEF managed to raise $5.3bn from governments. Since then, military and other political priorities have squeezed rich nations’ budgets for climate and development aid.

The facility said in a statement that it expects more pledges ahead of the final replenishment package, which is set for approval at the next GEF Council meeting from May 31 to June 3.

Claude Gascon, interim CEO of the GEF, said that “donor countries have risen to the challenge and made bold commitments towards a more positive future for the planet”. He added that the pledges send a message that “the world is not giving up on nature even in a time of competing priorities”.

    Donors under pressure

    But Brian O’Donnell, director of the environmental non-profit Campaign for Nature, said the announcement shows “an alarming trend” of donor governments cutting public finance for climate and nature.

    “Wealthy nations pledged to increase international nature finance, and yet we are seeing cuts and lower contributions. Investing in nature prevents extinctions and supports livelihoods, security, health, food, clean water and climate,” he said. “Failing to safeguard nature now will result in much larger costs later.”

    At COP29 in Baku, developed countries pledged to mobilise $300bn a year in public climate finance by 2035, while at UN biodiversity talks they have also pledged to raise $30bn per year by 2030. Yet several wealthy governments have announced cuts to green finance to increase defense spending, among them most recently the UK.

    As for the US, despite Trump’s cuts to international climate finance, Congress approved a $150 million increase in its contribution to the GEF after what was described as the organisation’s “refocus on non-climate priorities like biodiversity, plastics and ocean ecosystems, per US Treasury guidance”.

    The facility will only reveal how much each country has pledged when its assembly of 186 member countries meets in early June. The last period’s largest donors were Germany ($575 million), Japan ($451 million), and the US ($425 million).

    The GEF has also gone through a change in leadership halfway through its fundraising cycle. Last December, the GEF Council asked former CEO Carlos Manuel Rodriguez to step down effective immediately and appointed Gascon as interim CEO.

    Santa Marta conference: fossil fuel transition in an unstable world

    New guidelines

    As part of the upcoming funding cycle, the GEF has approved a set of guidelines for spending the $3.9bn raised so far, which include allocating 35% of resources for least developed countries and small island states, as well as 20% of the money going to Indigenous people and communities.

    Its programs will help countries shift five key systems – nature, food, urban, energy and health – from models that drive degradation to alternatives that protect the planet and support human well-being by integrating the value of nature into production and consumption systems.

    The new priorities also include a target to allocate 25% of the GEF’s budget for mobilising private funds through blended finance. This aligns with efforts by wealthy countries to increase contributions from the private sector to international climate finance.

    Niels Annen, Germany’s State Secretary for Economic Cooperation and Development, said in a statement that the country’s priorities are “very well reflected” in the GEF’s new spending guidelines, including on “innovative finance for nature and people, better cooperation with the private sector, and stable resources for the most vulnerable countries”.

    Aliou Mustafa, of the GEF Indigenous Peoples Advisory Group (IPAG), also welcomed the announcement, adding that “the GEF is strengthening trust and meaningful partnerships with Indigenous Peoples and local communities” by placing them at the “centre of decision-making”.

    The post GEF raises $3.9bn ahead of funding deadline, $1bn below previous budget appeared first on Climate Home News.

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    Marine heatwaves ‘nearly double’ the economic damage caused by tropical cyclones

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    Tropical cyclones that rapidly intensify when passing over marine heatwaves can become “supercharged”, increasing the likelihood of high economic losses, a new study finds.

    Such storms also have higher rates of rainfall and higher maximum windspeeds, according to the research.

    The study, published in Science Advances, looks at the economic damages caused by nearly 800 tropical cyclones that occurred around the world between 1981 and 2023.

    It finds that rapidly intensifying tropical cyclones that pass near abnormally warm parts of the ocean produce nearly double – 93% – the economic damages as storms that do not, even when levels of coastal development are taken into account.

    One researcher, who was not involved in the study, tells Carbon Brief that the new analysis is a “step forward in understanding how we can better refine our predictions of what might happen in the future” in an increasingly warm world.

    As marine heatwaves are projected to become more frequent under future climate change, the authors say that the interactions between storms and these heatwaves “should be given greater consideration in future strategies for climate adaptation and climate preparedness”.

    ‘Rapid intensification’

    Tropical cyclones are rapidly rotating storm systems that form over warm ocean waters, characterised by low pressure at their cores and sustained winds that can reach more than 120 kilometres per hour.

    The term “tropical cyclones” encompasses hurricanes, cyclones and typhoons, which are named as such depending on which ocean basin they occur in.

    When they make landfall, these storms can cause major damage. They accounted for six of the top 10 disasters between 1900 and 2024 in terms of economic loss, according to the insurance company Aon’s 2025 climate catastrophe insight report.

    These economic losses are largely caused by high wind speeds, large amounts of rainfall and damaging storm surges.

    Storms can become particularly dangerous through a process called “rapid intensification”.

    Rapid intensification is when a storm strengthens considerably in a short period of time. It is defined as an increase in sustained wind speed of at least 30 knots (around 55 kilometres per hour) in a 24-hour period.

    There are several factors that can lead to rapid intensification, including warm ocean temperatures, high humidity and low vertical “wind shear” – meaning that the wind speeds higher up in the atmosphere are very similar to the wind speeds near the surface.

    Rapid intensification has become more common since the 1980s and is projected to become even more frequent in the future with continued warming. (Although there is uncertainty as to how climate change will impact the frequency of tropical cyclones, the increase in strength and intensification is more clear.)

    Marine heatwaves are another type of extreme event that are becoming more frequent due to recent warming. Like their atmospheric counterparts, marine heatwaves are periods of abnormally high ocean temperatures.

    Previous research has shown that these marine heatwaves can contribute to a cyclone undergoing rapid intensification. This is because the warm ocean water acts as a “fuel” for a storm, says Dr Hamed Moftakhari, an associate professor of civil engineering at the University of Alabama who was one of the authors of the new study. He explains:

    “The entire strength of the tropical cyclone [depends on] how hot the [ocean] surface is. Marine heatwave means we have an abundance of hot water that is like a gas [petrol] station. As you move over that, it’s going to supercharge you.”

    However, the authors say, there is no global assessment of how rapid intensification and marine heatwaves interact – or how they contribute to economic damages.

    Using the International Best Track Archive for Climate Stewardship (IBTrACS) – a database of tropical cyclone paths and intensities – the researchers identify 1,600 storms that made landfall during the 1981-2023 period, out of a total of 3,464 events.

    Of these 1,600 storms, they were able to match 789 individual, land-falling cyclones with economic loss data from the Emergency Events Database (EM-DAT) and other official sources.

    Then, using the IBTrACS storm data and ocean-temperature data from the European Centre for Medium-Range Weather Forecasts, the researchers classify each cyclone by whether or not it underwent rapid intensification and if it passed near a recent marine heatwave event before making landfall.

    The researchers find that there is a “modest” rise in the number of marine heatwave-influenced tropical cyclones globally since 1981, but with significant regional variations. In particular, they say, there are “clear” upward trends in the north Atlantic Ocean, the north Indian Ocean and the northern hemisphere basin of the eastern Pacific Ocean.

    ‘Storm characteristics’

    The researchers find substantial differences in the characteristics of tropical cyclones that experience rapid intensification and those that do not, as well as between rapidly intensifying storms that occur with marine heatwaves and those that occur without them.

    For example, tropical cyclones that do not experience rapid intensification have, on average, maximum wind speeds of around 40 knots (74km/hr), whereas storms that rapidly intensify have an average maximum wind speed of nearly 80 knots (148km/hr).

    Of the rapidly intensifying storms, those that are influenced by marine heatwaves maintain higher wind speeds during the days leading up to landfall.

    Although the wind speeds are very similar between the two groups once the storms make landfall, the pre-landfall difference still has an impact on a storm’s destructiveness, says Dr Soheil Radfar, a hurricane-hazard modeller at Princeton University. Radfar, who is the lead author of the new study, tells Carbon Brief:

    “Hurricane damage starts days before the landfall…Four or five days before a hurricane making landfall, we expect to have high wind speeds and, because of that high wind speed, we expect to have storm surges that impact coastal communities.”

    They also find that rapidly intensifying storms have higher peak rainfall than non-rapidly intensifying storms, with marine heatwave-influenced, rapidly intensifying storms exhibiting the highest average rainfall at landfall.

    The charts below show the mean sustained wind speed in knots (top) and the mean rainfall in millimetres per hour (bottom) for the tropical cyclones analysed in the study in the five days leading up to and two days following a storm making landfall.

    The four lines show storms that: rapidly intensified with the influence of marine heatwaves (red); those that rapidly intensified without marine heatwaves (purple); those that experienced marine heatwaves, but did not rapidly intensify (orange); and those that neither rapidly intensified nor experienced a marine heatwave (blue).

    Average maximum sustained wind speed (top) and rate of rainfall (bottom) for tropical cyclones in the period leading up to and following landfall. Storms are categorised as: rapidly intensifying with marine heatwaves (red); rapidly intensifying without marine heatwaves (purple); not rapidly intensifying with marine heatwaves (orange); and not rapidly intensifying, without marine heatwaves (blue). Source: Radfar et al. (2026)
    Average maximum sustained wind speed (top) and rate of rainfall (bottom) for tropical cyclones in the period leading up to and following landfall. Storms are categorised as: rapidly intensifying with marine heatwaves (red); rapidly intensifying without marine heatwaves (purple); not rapidly intensifying with marine heatwaves (orange); and not rapidly intensifying, without marine heatwaves (blue). Source: Radfar et al. (2026)

    Dr Daneeja Mawren, an ocean and climate consultant at the Mauritius-based Mascarene Environmental Consulting who was not involved in the study, tells Carbon Brief that the new study “helps clarify how marine heatwaves amplify storm characteristics”, such as stronger winds and heavier rainfall. She notes that this “has not been done on a global scale before”.

    However, Mawren adds that other factors not considered in the analysis can “make a huge difference” in the rapid intensification of tropical cyclones, including subsurface marine heatwaves and eddies – circular, spinning ocean currents that can trap warm water.

    Dr Jonathan Lin, an atmospheric scientist at Cornell University who was also not involved in the study, tells Carbon Brief that, while the intensification found by the study “makes physical sense”, it is inherently limited by the relatively small number of storms that occur. He adds:

    “There’s not that many storms, to tease out the physical mechanisms and observational data. So being able to reproduce this kind of work in a physical model would be really important.”

    Economic costs

    Storm intensity is not the only factor that determines how destructive a given cyclone can be – the economic damages also depend strongly on the population density and the amount of infrastructure development where a storm hits. The study explains:

    “A high storm surge in a sparsely populated area may cause less economic damage than a smaller surge in a densely populated, economically important region.”

    To account for the differences in development, the researchers use a type of data called “built-up volume”, from the Global Human Settlement Layer. Built-up volume is a quantity derived from satellite data and other high-resolution imagery that combines measurements of building area and average building height in a given area. This can be used as a proxy for the level of development, the authors explain.

    By comparing different cyclones that impacted areas with similar built-up volumes, the researchers can analyse how rapid intensification and marine heatwaves contribute to the overall economic damages of a storm.

    They find that, even when controlling for levels of coastal development, storms that pass through a marine heatwave during their rapid intensification cause 93% higher economic damages than storms that do not.

    They identify 71 marine heatwave-influenced storms that cause more than $1bn (inflation-adjusted across the dataset) in damages, compared to 45 storms that cause those levels of damage without the influence of marine heatwaves.

    This quantification of the cyclones’ economic impact is one of the study’s most “important contributions”, says Mawren.

    The authors also note that the continued development in coastal regions may increase the likelihood of tropical cyclone damages over time.

    Towards forecasting

    The study notes that the increased damages caused by marine heatwave-influenced tropical cyclones, along with the projected increases in marine heatwaves, means such storms “should be given greater consideration” in planning for future climate change.

    For Radfar and Moftakhari, the new study emphasises the importance of understanding the interactions between extreme events, such as tropical cyclones and marine heatwaves.

    Moftakhari notes that extreme events in the future are expected to become both more intense and more complex. This becomes a problem for climate resilience because “we basically design in the future based on what we’ve observed in the past”, he says. This may lead to underestimating potential hazards, he adds.

    Mawren agrees, telling Carbon Brief that, in order to “fully capture the intensification potential”, future forecasts and risk assessments must account for marine heatwaves and other ocean phenomena, such as subsurface heat.

    Lin adds that the actions needed to reduce storm damages “take on the order of decades to do right”. He tells Carbon Brief:

    “All these [planning] decisions have to come by understanding the future uncertainty and so this research is a step forward in understanding how we can better refine our predictions of what might happen in the future.”

    The post Marine heatwaves ‘nearly double’ the economic damage caused by tropical cyclones appeared first on Carbon Brief.

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