This weather index measures climate-related risks. Here’s how

(Credit: Unsplash)

This article is brought to you thanks to the collaboration of The European Sting with the World Economic Forum.

Author: Renzo Avesani, Chief Innovation Officer, Unipol Gruppo & Antonio Tirri, Service Innovation Engineer, Leithà


  • The European Extreme Events Climate Index (E3CI) is a new data tool which uses AI to more accurately measure climate-related weather risks.
  • By monitoring climate trends and extreme events it has the potential to change the way financial and insurance markets operate.
  • The E3CI shows how public-private cooperation can advance innovative technologies to mitigate climate change risks.

According to AON’s annual report on weather, climate and catastrophe, global economic losses from natural disasters were estimated at $268 billion in 2020, while the global protection gap (difference between global economic losses and coverage provided by insurers) still amounts to $171 billion (64%).

Climate change exacerbates the effect of weather-related events, which are becoming more frequent and intense. The social and financial impacts of these events are amplified by the concentration of people in more densely populated areas. Facing all this will require new resilience and risk mitigation strategies, as well as rethinking access to capital, and narrowing the protection gap.

Natural disasters have huge economic consequences that are difficult to quantify. For example, Italy has become more exposed to natural events due to climate change, “Italy is ranking at the top among the member states for economic damage caused by natural disasters” reports CNR, the Italian National Institute for Research.

Chart shows the trend of E3CI in Italy from 1 January 1 2010 to 31 May 2021. Index values greater than zero are shown in red, while values less than zero are shown in blue. The higher the values in red, the more intense are the phenomena described by the index with respect to the reference values. The peak visible in red values represents Vaia storm, which hit northern Italy in October 2018. The five-year moving average of E3CI is represented in black to highlight the increasing trend of anomalies.
Chart shows the trend of E3CI in Italy from 1 January 1 2010 to 31 May 2021. Index values greater than zero are shown in red, while values less than zero are shown in blue. The higher the values in red, the more intense are the phenomena described by the index with respect to the reference values. The peak visible in red values represents Vaia storm, which hit northern Italy in October 2018. The five-year moving average of E3CI is represented in black to highlight the increasing trend of anomalies.

Italy still lacks an investment strategy for the prevention of long-term catastrophes, despite its strong exposure to natural hazards. This absence of prevention and mitigation of risk has repercussions at an insurance level, as well.

To safeguard livelihoods and provide support for businesses, both insurers and insured parties require access to reliable data and information on the changing climate.

For this reason, the International Foundation Big Data and Artificial Intelligence for Human Development (iFAB) has joined forces with the Euro-Mediterranean Center on Climate Change (CMCC), and Leithà to create the European Extreme Events Climate Index (E3CI), an extreme weather index promoting a fundamental change to the way insurers can do business and calculate weather-related risks.

What is the E3CI?

The E3CI aims to define a synthetic index providing information about the areas affected by different types of weather-induced hazards and the severity of such events.

E3CI has been developed along the lines of the corresponding North American index (i.e. Actuaries Climate Index – ACI), but has a broader scope, since it is possible to value liabilities anywhere in the world. The index includes five components: cold and heat stress, droughts, extreme precipitation and winds.

E3CI provides an objective indicator of the frequency of extreme weather, which can prove instrumental in the assessment and mitigation of financial consequences of risks and in presenting complex data in a synthetic and meaningful way.

In fact, data will be made available free of charge in two different formats: firstly, in a visual format that contains maps and synthetic graphs in an online dashboard hosted by iFAB; secondly, it is possible to download raw data related to specific time periods.

What’s the World Economic Forum doing about climate change?

Climate change poses an urgent threat demanding decisive action. Communities around the world are already experiencing increased climate impacts, from droughts to floods to rising seas. The World Economic Forum’s Global Risks Report continues to rank these environmental threats at the top of the list.

To limit global temperature rise to well below 2°C and as close as possible to 1.5°C above pre-industrial levels, it is essential that businesses, policy-makers, and civil society advance comprehensive near- and long-term climate actions in line with the goals of the Paris Agreement on climate change.Global warming can be beaten thanks to this simple plan

The World Economic Forum’s Climate Initiative supports the scaling and acceleration of global climate action through public and private-sector collaboration. The Initiative works across several workstreams to develop and implement inclusive and ambitious solutions.

This includes the Alliance of CEO Climate Leaders, a global network of business leaders from various industries developing cost-effective solutions to transitioning to a low-carbon, climate-resilient economy. CEOs use their position and influence with policy-makers and corporate partners to accelerate the transition and realize the economic benefits of delivering a safer climate.

Contact us to get involved.Mission Possible Platform: Delivering industry pathways t…

Potential game-changer?

The publication of a certified database mapping past extreme weather events can provide objective criteria to analyze the exposure of assets at risk and more effective insurance coverage, with tangible benefits for consumers and insurance companies. When insurance companies issue a policy they take on a risk which they also need to manage or cover.

Traditionally, insurance companies cover their risk by using reinsurance services from third parties to limit their own total exposure. However, the reinsurance market is neither liquid nor transparent. Indeed, this market is based on over-the-counter transactions. The E3CI can help change this paradigm, developing indices that could be traded on more liquid financial markets.

The publication of the E3CI is a first small step towards making weather-related liabilities tradeable on financial markets. It lays one of the building blocks for developing a market that has not existed up to now and that was managed through bilateral transactions.

Innovative, unique and useful

The index stems from the need for a versatile tool to monitor climate trends and extreme events, to be used in heterogeneous contexts.

The E3CI calculation makes use of the latest generation of climatological reanalysis data, produced by the European Centre for Medium-Range Weather Forecasts (ECMWF) and distributed by the European Commission’s Copernicus – the most advanced reconstruction of climatological data currently available.

The E3CI is also very useful for many reasons. Firstly, although ex-ante knowledge of when, where and how catastrophic climate events might happen, they can be mitigated thanks to policies and ad-hoc protection against these risks. Secondly, due to the accuracy of performed analysis, the E3CI is more precise about the frequency, severity and the granularity distribution of these events over a geographical area.

Scientific research with purpose

The actors involved want to promote research projects that have a large impact on the real world, ensuring that all research will be applied. The E3CI is a perfect example of this. It will bring benefits to both insurers and insured parties who will be able to access more transparent prices.

The iFAB’s mandate is to promote cooperation between public and private sectors in the field of innovative technologies. For this reason, iFAB decided to fund the E3CI project, in an effort to ensure that research finds applications in the economic and business worlds and produces tangible benefits.


Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe to get the latest posts sent to your email.

Interesting reads

© WFP/Hugh Rutherford A family eat lunch in the Bedouin community of Umm Al Khair, West Bank.

Food aid cutback in the occupied West Bank as health fears grow in Gaza

This article is published in association with United Nations. Lack of funding has forced the World Food Programme (WFP) to slash aid to families in the West Bank by half even though needs have more than doubled over the past two years. “We’re running out of funding, and that means that from today, some 200,000 people […]
© UNICEF/Laxmi Prasad Ngakhusi Mud covers Nuwakot district in central-northern Nepal following devastating flash floods.

Nepal flooding deaths surpass 900 as needs climb

This article is published in association with United Nations. The confirmed death toll from Nepal’s catastrophic floods has surged to 903, with more than 4,200 still missing as rescue crews and humanitarian workers battle blocked highways to reach the hardest-hit areas, UN Spokesperson Stéphane Dujarric said on Monday. Key points Triggered by a glacier collapse and […]
© WFP/Mohamad Al Hinnawi Brothers sitting outside their family’s tent in Gaza.

Four children killed as separate attacks in Gaza destroy aid supplies

This article is published in association with United Nations. Israeli attacks killed four children and destroyed humanitarian aid supplies in what turned out to be a deadly week in war-ravaged Gaza, the UN emergency relief agency, OCHA, said on Friday. Key points According to UNICEF, the four children – aged two to 16 – were reportedly […]
© UNICEF Buildings are submerged in mud following flash floods in Rasuwa district in central-northern Nepal.

Deadly floods cause widespread destruction in China, Nepal

This article is published in association with United Nations. Severe flooding in China and Nepal caused widespread destruction and mounting death tolls, UN agencies reported on Wednesday as aid efforts deployed to help provide emergency assistance. UN agencies and humanitarian partners are already providing support to local authorities, said UN Spokesperson Stéphane Dujarric. “The Secretary-General is […]
This article is published in association with European Investment Bank.

As wars spread, the global food system unravels

This article is published in association with United Nations. A family with four children abandoned its farm in Somalia after armed groups arrived and demanded payments for the right to continue cultivating the land. They walked roughly 100 kilometers to a displacement camp. One of the children died along the way. Carl Skau, the acting head […]
This article is published in association with United Nations.

Gaza: Children still at risk despite drop in acute hunger

This article is published in association with United Nations. Among tent cities pitched on the rubble of destroyed homes in Gaza, children are, by one measure, finally getting enough to eat. By another, however, many of them may never fully recover, according to a new study by the UN Children’s Fund (UNICEF) released on Monday. Key points Hunger […]
UN Photo/Elma Okic Secretary-General of the International Telecommunication Union (ITU) Doreen Bogdan-Martin speaks at the AI for Good Global Summit in Geneva. (file)

AI for Good: How the UN uses AI to advance human rights

This article is published in association with United Nations. For Ari, a six-year-old boy with learning difficulties in Jamaica, artificial intelligence (AI) opened the door to something many children take for granted: reading a book in his own language. Thousands of miles away, gold miners in Ethiopia are being screened more quickly for tuberculosis, while communities around […]
This article was exclusively written for The European Sting by Ms. Imane El Maimouni, a 22-year-old fifth-year Moroccan medical student at the Faculty of Medicine and Pharmacy of Casablanca. She is affiliated with the International Federation of Medical Students Associations (IFMSA), cordial partner of The Sting. The opinions expressed in this piece belong strictly to the writer and do not necessarily reflect IFMSA’s view on the topic, nor The European Sting’s one.

Who heals the healers?

This article was exclusively written for The European Sting by Ms. Levina Kulembeka, a Medical Doctor from Tanzania passionate about global health. She is affiliated with the International Federation of Medical Students Associations (IFMSA), cordial partner of The Sting. The opinions expressed in this piece belong strictly to the writer and do not necessarily reflect IFMSA’s view on […]
© WFP/Mohamad Al Hinnawi Brothers sitting outside their family’s tent in Gaza.

Middle East: 94 per cent need shelter in Gaza, Israel ramps up demolitions in Lebanon

This article is published in association with United Nations. Ninety-four cent of Gaza’s 2.1 million residents need shelter as Israeli gunfire and strikes continue inside the enclave, UN agencies and peacekeepers warned on Thursday. Key points More than four out of five families currently face critical or catastrophic living conditions, which lack fuel, energy and essential […]
© IOM/Lisa George Flooding in Sudan has displaced 20,000 people since June (file).

Sudan war: 200,000 newly displaced as fighting and floods intensify

This article is published in association with United Nations. Intensifying fighting in Sudan has displaced at least another 200,000 people since late 2025, while destructive seasonal floods are compounding the massive humanitarian emergency there, the UN International Organization for Migration (IOM) said on Wednesday. In an alert, the agency also warned that relief access has been […]
© UNRWA/Kazem Abu-Khalaf A girl looks out the window of her home in the Jenin refugee camp in the West Bank, where she and other family members were trapped during an Israeli military operation.

Raising alarm over new illegal Israeli outposts, UN condemns attacks, incitement against Palestinians

This article is published in association with United Nations. Reports of new illegal Israeli outposts in the occupied West Bank raised alarms at UN Headquarters on Wednesday while the UN rights office called on Israel to condemn its national security minister’s words that incite “violence amounting to atrocity crimes” against Palestinians. Key points “The Secretary-General is […]
© IOM/Lisa George Flooding in Sudan has displaced 20,000 people since June (file).

Sudan war: 200,000 newly displaced as fighting and floods intensify

This article is published in association with United Nations. Intensifying fighting in Sudan has displaced at least another 200,000 people since late 2025, while destructive seasonal floods are compounding the massive humanitarian emergency there, the UN International Organization for Migration (IOM) said on Wednesday. In an alert, the agency also warned that relief access has been disrupted further […]
This article is published in association with United Nations.

Gaza: Only three per cent of cropland available to grow food

Amid ongoing deadly hostilities in Gaza, the enclave’s farmers face the increasingly difficult challenge of finding safe land to grow their crops. Satellite images published on Tuesday in news analysis from the UN Food and Agriculture Organization (FAO) and UNOSAT, the UN Satellite Centre, indicate that just three per cent (448 hectares) of the shattered enclave’s […]
© UNOCHA/Themba Linden A UN team inspects an unexploded bomb lying on a main road in Khan Younis, Gaza.

Qusra siege eases as UN reaches trapped families, but crisis deepens in Gaza

This article is published in association with United Nations. Humanitarian workers have reached Palestinian families who had been trapped for days by Israeli settlers in Qusra village in the northern West Bank, the UN said on Monday, as officials warned that the standoff must not become “the new normal.” UN teams on the ground reached the […]
© UNFPA Palestine A woman and two children walk near the city of Jenin in the West Bank.

900 obstacles and counting: West Bank families trapped as aid access shrinks

This article is published in association with United Nations. Humanitarians continue to provide life-saving assistance to people across the Occupied Palestinian Territory despite facing obstacles such as checkpoints, instability and access restrictions, the United Nations said on Friday.  In the West Bank, aid partners warn that their work “is being delayed and limited by a network […]
© UNICEF/Eyad El Baba A nine-year-old girl outside her damaged home in Nuseirat camp in central Gaza.

Gaza: Destruction of buildings rises by nearly 10 per cent since ceasefire

This article is published in association with United Nations. New satellite assessments show the destruction of buildings in Gaza has climbed by nearly 10 per cent since October’s faltering ceasefire between Hamas and Israeli forces aim to end the two-year war, which reduced cities to rubble and displaced more than one million people, UN agencies said […]
© SOS Méditerranée/Anthony Jean A team completed a rescue mission, saving 98 people from a dangerous journey in the central Mediterranean region in 2020. (file)

Migrant deaths climb sharply in 2026, new UN data shows

This article is published in association with United Nations. Severe weather, war, economic pressure and shifting policies reshaped migration journeys across multiple regions in the first four months of 2026, driving a surge in deaths, according to new data released on Wednesday by the International Organization for Migration (IOM). The agency’s newest route-based data shows a […]
© UNFPA Emergency responders walk through a debris-strewn street in Quibdó in northern Colombia following the earthquake.

UN continues scaling up response to earthquake in Colombia

This article is published in association with United Nations. The UN on Wednesday continued scaling up assistance to areas affected by the deadly earthquake that hit Colombia two days earlier. Tweet URL https://platform.twitter.com/embed/Tweet.html?creatorScreenName=UN_News_Centre&dnt=false&embedId=twitter-widget-0&features=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%3D%3D&frame=false&hideCard=false&hideThread=false&id=2087424955390865660&lang=en&origin=https%3A%2F%2Fnews.un.org%2Fen%2Fstory%2F2026%2F08%2F1168128&sessionId=9eb4055aa89180f054a0f5e31c06fbfd46ddaf0c&siteScreenName=UN_News_Centre&theme=light&widgetsVersion=6a3ad42b224df%3A1778106238597&width=550px According to latest official figures, the 7.4 magnitude quake has left more than 200 dead and injured over 2,500, said UN Deputy Spokesperson […]
© UN News/Isaiah Steinberg Participants gather at the Youth and AI Summit at UN Headquarters in New York.

Youth advocates gather in New York to launch new AI standards

This article is published in association with United Nations. As artificial intelligence (AI) rapidly transforms everything from how we learn, to the job market, children are adopting the technology more than three times faster than adults – exposing them to unique opportunities and risks. The UN hosted more than 600 young people from around the world on […]

Why don't you drop your comment here?

Go back up

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading

Discover more from The European Sting - Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology - europeansting.com

Subscribe now to keep reading and get access to the full archive.

Continue reading

The European Sting – Critical News & Insights on European Politics, Economy, Foreign Affairs, Business & Technology – europeansting.com