The Jio World Convention Centre in Mumbai, India’s financial capital, was buzzing with climate ambition this week. Start-ups showcased climate-centred products, philanthropic foundations exchanged notes with impact investors, young founders pitched adaptation tools for heat-stressed cities at the Mumbai Climate Week.
Amid the climate-tech demonstrations and policy exchanges, Hillary Clinton’s address stood out for its strategic clarity — positioning the Global South not merely as a beneficiary of climate action, but as its architect.
Her message was less about symbolism and more about systems — about resilience funds, insurance products, clean cooking, AI governance, and the moral responsibility of both North and South in confronting a warming world.
India as a Climate Laboratory
Clinton placed India squarely at the centre of her remarks — not as a victim of climate change, but as an innovator.
“One of our projects which I wanted to mention to you is creating a climate resilience fund to create a place where philanthropic dollars and corporate dollars and the individual dollars could be aggregated to come up with ideas to assist people who are out there working,” she said at the Mumbai Climate Week.
Through the Clinton Global Initiative (CGI), that idea has already taken shape in India.
Working with Humanity Insured — a not-for-profit backed by major insurance firms — and in partnership with SEWA(Self-Employed Women’s Association), CGI launched a parametric insurance product designed for informal women workers vulnerable to extreme heat. The concept is simple but transformative: when temperatures cross 39°C, women who cannot work a full day can claim compensation for lost income.
“As I speak right now, we’ve got this product up and going. India is the example. It’s the model,” Hillary Clinton said. “We now have 500,000 insurance holders here in India. And India will be the model for the rest of the global south because of this CGI commitment.”
The insurance scheme reflects a larger shift in climate discourse — from abstract mitigation targets to hyper-local resilience. For informal workers, climate change is not a policy debate; it is lost wages when heat makes construction sites unworkable.
Hillary Clinton calls for Global South Climate Action at Mumbai Climate Week. Image credit: DD/EdPublica
Clinton framed the model not merely as philanthropy but as smart economics. “This is not only a good thing to do. It is smart. It is a new market.”
The Global South as Agenda Setter
Repeatedly, she argued that climate solutions must emerge from the regions most affected.
“We have to focus attention on solutions in the places that are clearly now most affected by climate change… the front lines of the fight against global climate change is right here in the Global South.”
While acknowledging the historical responsibility of industrialised nations, she did not shy away from noting that emerging economies must also accelerate their transition to clean energy. Pollution, she stressed, is not an abstract carbon statistic — it is a health crisis.
“When I talk about fossil fuels, I’m not just talking about climate change. I’m talking about the pollution that goes in the air in Delhi or Beijing. I’m talking about clear evidence that pollution is impacting our health… particularly the health of our children.”
Climate, she insisted, is inseparable from public health.
Philanthropy Beyond Charity
One of the sharper threads in her address was directed at philanthropy. Charity alone, she argued, cannot solve structural crises.
“If you want to feed a hungry person, give them a fish. If you want to end hunger, teach them to fish,” she said, invoking the familiar metaphor to argue for systemic reform.
The climate resilience fund is intended as catalytic capital — seed funding that aggregates philanthropic, corporate and public resources to unlock scalable models. Adaptation, in her framework, must sit alongside mitigation.
Hillary Clinton also pointed to the massive intergenerational transfer of wealth underway globally, urging that it be channelled into long-term climate solutions rather than short-term relief.
AI, Energy and the Next Disruption
Though the week’s focus was climate, Clinton ventured into another domain shaping the future: artificial intelligence.
AI, she acknowledged, could optimise renewable grids and enable hyper-local climate projections. But she warned against uncritical adoption.
“This technology is also consuming vast amounts of power, water, infrastructure… We would be naive not to recognize the potential threats that AI and its development is causing.”
She raised pointed questions about data centres’ energy and water demands, labour market disruptions, and the political influence of tech giants.
“The people running these companies are the richest people in the world… They want to shape the future… Governments need to be ready to demand answers.”
Drawing lessons from social media’s regulatory lag, she cautioned against waiting a decade to understand AI’s harms. “Let’s figure out how we can deal with that ahead of time and try to shape it rather than shape the life.”
“We inherited it. And with that inheritance… should come a sense of responsibility”
In a country rapidly expanding both its renewable capacity and digital infrastructure, the intersection of AI and climate carries particular urgency.
A Personal Case for the Planet
Beyond policy and programmes, Hillary Clinton’s speech carried a deeply personal note. She spoke of hiking the day after the 2016 US election — an act of reconnecting with nature in a moment of political upheaval.
“I find it so reinvigorating… now we know that spending time in nature… actually does help reset your brain,” she said.
Her environmentalism, she explained, stems from reverence. “We inherited it. And with that inheritance… should come a sense of responsibility.”
Hillary Clinton during her Global South climate action address at Mumbai Climate Week. Image credit: DD/EdPublica
Climate change, she warned, will not only intensify heatwaves and wildfires but amplify migration, conflict and political instability. Ignoring it is neither economically nor strategically rational.
“If we don’t take care of our world today, it will cost us more money. It will cost us more death and destruction. It will cost us more political conflict.”
A Message to Young Innovators
Among the audience were young founders and activists — many from India’s growing climate-tech ecosystem. Clinton’s closing words were directed at them.
“Do not give in to the naysayers and the cynics. Do not doubt that you are engaged in historic, important work.”
Hillary Clinton acknowledged that global climate finance often bypasses grassroots innovators, particularly women in the Global South. That imbalance, she implied, must change.
“Keep knocking on doors, making your arguments, showing up… ideas are going to come from everywhere and they’re going to be good ideas.”
Mumbai Climate Week, positioned as a first-of-its-kind platform in India, was organised by Project Mumbai with support from organisations including IDFC First Bank and Monitor Deloitte.
Dipin Damodharan is an award-winning journalist, editor and media entrepreneur, and Co-founder and Editor-in-Chief of EdPublica, an independent global media platform covering education, science, research, innovation, climate and public policy. With more than a decade of experience in journalism, he has worked across print, digital and multimedia media. His reporting explores science, climate, sustainability and the social impact of research and innovation. His work has been recognised by the Solutions Journalism Network and other journalism organisations.
India’s Wildlife Reserves Face Changing Fire Patterns, 21-Year Study Finds
A 21-year study of 13 Indian wildlife reserves reveals contrasting wildfire trends, with fire activity increasing in the Eastern Ghats and Central India while declining in the Western Ghats. The findings highlight the implications for forest biodiversity, ecosystem regeneration and conservation strategies.
Repeated and intense forest fires can affect vegetation recovery, tree regeneration and biodiversity.Image credit:Pexels
Wildfire activity increased by 9.3% annually in the Eastern Ghats and 4.6% in Central India between 2002 and 2022, while the Western Ghats recorded a significant decline. Supporting research shows how repeated fires can alter forest composition, reduce biodiversity and disrupt natural regeneration.
Wildfires are becoming an increasingly complex conservation challenge across India’s wildlife reserves, with some forest regions experiencing rising fire activity while others record a significant decline. A 21-year study across 13 wildlife reserves has identified sharply contrasting patterns in Central India, the Eastern Ghats and the Western Ghats, highlighting the need for region-specific approaches to forest fire management.
The researchers recorded approximately 16,667 square kilometres of cumulative burned area during the study period. The Eastern Ghats accounted for 59% of the total, followed by Central India at 16.6% and the Western Ghats at 8.4%.
Annual burned area increased by 9.3% per year in the Eastern Ghats and 4.6% in Central India. In contrast, the Western Ghats recorded an annual decline of 10.8%.
The researchers used data from NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS), alongside climatic records, forest-cover loss data and human population estimates, to investigate the factors influencing fire activity.
Their analysis found that climate and human-related variables explained between 21% and 77% of annual fire activity across individual reserves. However, the strength and direction of these relationships varied geographically.
Climate and Human Activities Shape Fire Patterns
Drought, high temperatures and declining soil moisture emerged as important factors influencing fire activity. Eleven of the 13 reserves showed evidence of increasing fire activity during hotter and drier conditions.
Reduced soil moisture and higher atmospheric dryness can dry vegetation, making it more susceptible to burning. However, rainfall can also influence fire patterns by encouraging vegetation growth and increasing the accumulation of combustible material during subsequent dry periods.
Human activities also contributed to differences between landscapes. In Kawal Wildlife Sanctuary, population density was positively associated with fire activity. Local communities use fire in connection with collecting non-timber forest products, including mahua flowers and tendu leaves.
In Nagarjunasagar Srisailam Tiger Reserve, pastoralists use fire to encourage fresh grass growth for livestock grazing. However, human presence does not always increase burning. In Nagarhole National Park and Wayanad Wildlife Sanctuary, population density was negatively associated with burned area.
These findings suggest that local livelihood practices, vegetation conditions and forest management influence how fires originate and spread.
The researchers found that approximately 70% of annual forest fires occurred during March and April. Comparing 2006–2020 with 2001–2005, they reported a doubling of fire activity during the February–June fire season and a tripling during the remaining months.
The study associated increased fire activity with persistent warmer temperatures and climate extremes, including drought and El Niño conditions. It also identified the Jagdalpur–Gadchiroli region and Indravati National Park in Chhattisgarh as particularly fire-prone landscapes.
Together, these findings highlight how climatic stress can interact with local land-use practices to influence fire regimes across Indian forests.
Repeated Fires Can Alter Forest Biodiversity
Beyond the extent of burned areas, the ecological consequences of repeated fires are an important concern. Frequent burning can affect seedling survival, tree regeneration and the composition of forest communities, potentially favouring species that are more resistant to fire.
Researchers compared vegetation observations from 2008 and 2018 and found that recently burned plots had higher stem density but lower tree species richness. Forest communities became dominated by a smaller number of fire-tolerant species with characteristics such as thick bark and the ability to regenerate through clonal sprouting.
The study also found that repeated fire exposure shifted the size structure of these species towards smaller, resprouting individuals. The findings indicate that higher tree density does not necessarily translate into greater biodiversity or healthier forest regeneration.
Forest fire spreading across a hillside at night, with flames and thick smoke rising above the surrounding vegetation.Image credit:Pexels
Research in the Western Ghats has reported similar concerns. A 2015 study published in Forest Ecology and Management, examined fire frequency and vegetation recovery in Mudumalai Tiger Reserve.
Using fire-frequency maps from 1999 to 2013, the researchers found that tree diversity declined as fire frequency increased. Low fire frequencies supported greater seedling density, while frequently burned areas showed changes in species composition and forest structure.
These studies provide ecological context to the latest findings by demonstrating that the consequences of fire extend beyond the immediate loss of vegetation.
Why Fire Management Needs a Regional Approach
The relationship between fire and biodiversity is not uniform across ecosystems. While repeated and intense fires can degrade forests, some grassland and savanna ecosystems depend on periodic burning to maintain their ecological characteristics.
A 2024 study in Biotropica, examined management interventions in savanna ecosystems dominated by native Cymbopogon grasses.
The researchers compared areas where fire and grasses were present with areas where fire was excluded, as well as areas where grasses were manually removed alongside fire exclusion.
They found that combining grass removal with fire exclusion was necessary to significantly improve palatable herbaceous plant biomass and plant species diversity. Fire exclusion alone was insufficient to achieve the same ecological improvements.
The research highlights the importance of combining fire management with vegetation restoration and community participation.
The authors of the 2026 Ecosphere study similarly caution against applying uniform fire-suppression policies across all protected landscapes. They recommend management strategies that account for local vegetation, climate conditions, biodiversity requirements and the traditional practices of forest-dependent communities.
The study also acknowledges limitations, including the 21-year observation period and the inability of satellite products with a 500-metre spatial resolution to detect every small fire.
As climate variability and human pressures continue to influence forest landscapes, understanding both increasing and declining fire activity will be essential. The findings suggest that effective conservation requires not simply preventing fires, but understanding when, where and how burning affects the ecological balance of India’s wildlife reserves.
Floodwaters inundate a European city street, submerging roads and the ground floors of buildings. As extreme rainfall and flooding intensify with climate change, the European Commission is pushing for a stronger framework to help cities and communities prepare for growing climate risks. Representative image. Photo: Valentin Ivantsov/Pexels
The EU climate resilience framework aims to help Europe prepare for intensifying heatwaves, droughts and floods. Unveiled by the European Commission, the initiative seeks to strengthen climate risk assessments, improve disaster preparedness and integrate climate adaptation into public policy and economic planning.
Europe is warming at roughly twice the global average, and is already bearing the brunt of long heatwaves, severe droughts and heavy floods. With three in four Europeans living in cities and urban areas, where these threats are growing, the European Commission has presented a new EU Framework for Climate Resilience.
The goal is to change how the continent anticipates, prepares for and handles climate risk. Rather than reacting to disasters after they happen, the framework aims to build climate safety into every major policy area.
EU Climate Resilience Framework and the Case for Action
Recent extreme weather has been costly. According to the Commission, estimated economic losses from climate damage between 2022 and 2025 reached about €200 billion.
Adapting infrastructure and preparing the economy for future extremes will require investment of around €70 billion a year. The Commission argues that spending early still makes sense, because returns on adaptation can exceed ten times the sum invested by preventing loss and damage. The global market for climate adaptation solutions is also expected to grow to €3.5 trillion by 2050, giving European industry a chance to innovate and lead.
A Shared Scientific Baseline and Simpler Rules
At the core of the package is a proposed Climate Resilience Law, which would set a common warming baseline grounded in current science. It assumes global temperatures will rise by 1.5°C above pre-industrial levels by 2030, 2°C by 2050 and 3°C by 2100, giving member states a shared benchmark for risk assessment and decision-making.
To cut paperwork and delays, the law would replace fragmented national planning requirements with a single national strategic plan. Regular, improved climate risk assessments would also keep national and EU-wide strategies aligned.
Practical Tools for Public Authorities and Businesses
The framework introduces digital tools on a new online European platform to help communities, businesses and local authorities tackle climate risks:
The European Climate Viewer: Built by the European Centre for Medium-Range Weather Forecasts, this interactive map shows projected climate hazards across the continent. It will eventually draw on supercomputing power through the Destination Earth initiative.
The Navigator of Climate Resilience Tools: Created by the European Environment Agency, it helps users find suitable adaptation resources based on their location, sector and specific risks.
The Solutions Explorer: This showcases practical, tested adaptation solutions developed through the EU Mission on Adaptation to Climate Change.
From Heatwave Plan to 2028 Strategy
The Commission is moving ahead with the rollout immediately. Planned initiatives include a European Heatwave Plan, a Climate Insurance Alliance, a European Water Initiative, a PreparEU Advisory Group on disaster preparedness and a project to identify the 100 most vulnerable territories in Europe. A broader EU strategic plan on climate resilience is scheduled to be proposed in 2028.
Delhi’s Air Quality Paradox: Lower Average, Higher Everyday Pollution
Delhi’s average AQI fell by 15.8 per cent in 2026, but its median AQI rose by 14.1 per cent. A new assessment examines what these contrasting numbers reveal about the city’s everyday pollution.
Delhi recorded only three days with an Air Quality Index (AQI) above 200 between September 15 and October 23 this year. During the same period in 2025, the number was 10. Its average AQI also fell from 169.3 to 142.6, a 15.8 per cent improvement.
But there is another number in the data. Delhi’s median AQI rose from 135 to 154 during the same period. This means that although the city experienced fewer days of severe pollution, the air quality on a typical day was worse than the previous year.
The difference matters when assessing the health effects of air pollution. People are exposed to the air they breathe every day, not just during episodes when pollution reaches severe levels. Prolonged exposure is associated with respiratory and cardiovascular diseases, while polluted air can also affect children’s lung development.
A new assessment by Climate Trends, covering Delhi’s air quality, crop-residue burning in Punjab and Haryana, and meteorological conditions between 2024 and 2026, examines this gap between seasonal averages and everyday exposure.
What the AQI Average Leaves Out
The mean AQI is calculated using daily readings across a given period. A few exceptionally polluted days can push this average upwards. The median, on the other hand, is the middle reading when all daily values are arranged in order. It offers a better indication of what a typical day looks like.
Climate Trends’ analysis found that Delhi’s mean AQI declined by 15.8 per cent between 2025 and 2026. However, the median increased by 14.1 per cent. The maximum AQI also came down from 353 to 245, while the number of days above 200 dropped from 10 to three.
The improvement in the mean, therefore, was largely associated with the reduction in extreme pollution days. It did not indicate an improvement in the typical daily reading.
Aarti Khosla, Director of Climate Trends, draws attention to this difference.
“The average AQI fell 15.8% this autumn, and that is the number that will get reported as improvement. But the typical day, the one most Delhiites actually live through, got worse, up 14.1%.”
She argues that air quality policies should be evaluated using the pollution levels people experience regularly, rather than seasonal averages alone.
Farm Fires and Delhi’s Pollution: Numbers Don’t Move Together
Every October, crop-residue burning in Punjab and Haryana becomes a major focus of Delhi’s air pollution debate. Smoke from these fires can travel towards the capital, contributing to particulate pollution. However, the extent of its impact depends on weather conditions and the movement of air.
The three-year assessment found that the relationship between farm fires and Delhi’s AQI varied considerably across the study period. Between September 15 and October 15, 2025, satellite observations recorded 201 crop-residue fire events in Punjab and Haryana. In 2026, the number was 193, a decline of just four per cent. Delhi’s mean AQI, meanwhile, fell by 15.8 per cent.
The statistical correlation between daily fire counts and Delhi’s AQI also weakened. The same-day correlation coefficient fell from 0.62 in 2025 to 0.17 in 2026. The previous year’s figures show a different pattern. Between 2024 and 2025, combined fire events declined by 88 per cent, but Delhi’s mean AQI fell by only 3.9 per cent.
These comparisons do not establish that agricultural burning has no effect on Delhi’s air. They show that the number of fires alone cannot explain the city’s year-to-year AQI changes.
Dr Palak Balyan, Research Lead at Climate Trends, explains that the movement of smoke depends on atmospheric conditions.
“Wind direction, wind speed, rainfall and atmospheric mixing determine whether smoke is transported towards Delhi, dispersed or removed from the atmosphere.”
The study also identifies traffic, industrial emissions, road and construction dust, and other regional combustion sources as contributors to Delhi’s pollution. However, it does not quantify how much each source contributed to the AQI changes recorded in 2026.
El Niño: Game Changer
The assessment also considers whether the strengthening El Niño conditions in 2026 could explain the changes in pollution and agricultural burning. El Niño refers to the periodic warming of sea-surface temperatures in the central and eastern equatorial Pacific Ocean. It influences large-scale atmospheric circulation and can affect rainfall and temperature patterns in different regions.
According to the NOAA Climate Prediction Center assessment cited in the report, the Niño-3.4 sea-surface temperature anomaly reached approximately +2.1°C by October 2026. NOAA also projected an 83 per cent or higher probability of strong-to-very-strong El Niño conditions continuing through January–March 2027.
Despite these conditions, the combined number of farm-fire events in Punjab and Haryana did not increase. Delhi’s mean AQI also declined.
The local meteorological data present a more complicated picture. Delhi’s accumulated rainfall between September 15 and October 23 fell from 46.70 mm in 2025 to 10.19 mm in 2026, a decline of 78.2 per cent. Its mean planetary boundary layer height (PBLH), which indicates the depth of the lower atmospheric layer where pollutants are mixed, decreased by 4.3 per cent.
Lower rainfall reduces the removal of airborne particles through precipitation. A lower boundary layer can also limit the vertical space available for pollutants to disperse.
Mean wind speed increased by 2.1 per cent, from 2.40 to 2.45 metres per second. Stronger winds can help disperse pollutants, but their effect depends on direction and the areas from which the air is moving.
Dr Sagnik Dey, Head and Vipula and Mahesh Chaturvedi Chair Professor in Policy Studies at the Centre for Atmospheric Sciences, IIT Delhi, cautions against using El Niño as a direct indicator of air pollution.
“El Niño should not be viewed as a direct predictor of air pollution. Its influence on regional air quality depends on how large-scale climate variability interacts with local rainfall, temperature, wind patterns and atmospheric stability.”
The assessment does not establish that El Niño caused the observed changes in Delhi’s AQI. It also cannot isolate the contribution of individual weather conditions or pollution sources to the decline in the city’s average reading.
Health Cost of an Ordinary Day
The distinction between average and median AQI has implications beyond how Delhi’s annual pollution figures are reported.
Dr Harshal Ramesh Salve, Professor at the All India Institute of Medical Sciences (AIIMS), Delhi, points out that the health burden of pollution develops through prolonged exposure, rather than only during a handful of severe pollution episodes.
He identifies impaired lung development in children and increased lifetime cardiovascular risks among adults as concerns associated with sustained exposure. He also recommends early screening for high-risk adults and treating clean air as a year-round public health priority.
The 2026 assessment does not show that Delhi has solved its pollution problem. Its findings show that a decline in the number of severe days can improve the seasonal average without improving the air quality people experience on most days.
The study points to a need to examine Delhi’s pollution beyond the seasonal AQI average. With the median AQI rising despite fewer severe pollution days, the improvement recorded in 2026 does not reflect cleaner everyday air. The contribution of traffic, industrial activity, construction dust and other local sources needs closer assessment, particularly since the study could not isolate their individual impact. Without that understanding, the reasons behind Delhi’s changing air quality will remain only partially explained.