The space AI keeping tabs on COP26 carbon pledges

(Credit: Unsplash)

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

Author: Douglas Broom, Senior Writer, Formative Content


  • Advances in AI mean we can now verify climate pledges from space.
  • From tracking tree cover to calculating carbon capture, AI technology can deliver the real picture.
  • Google’s Earth Engine is providing unparalleled access to this vital data.

At the COP26 climate conference last month, world leaders pledged to stop and reverse the loss of the world’s forests by 2030. Now satellite technology is taking a hand in ensuring those promises are kept and protecting the environment more generally.

The stakes could not be higher. The World Economic Forum’s 2021 Global Risks Report identified “climate action failure” as the second most likely long-term existential risk facing the world and the second biggest risk by impact.

The huge carbon footprint of tropical deforestation
How deforestation contributes to global carbon emissions. Image: Statista

As well as measuring shrinking ice caps and warning of extreme weather, satellite imagery is increasingly being interpreted by artificial intelligence (AI) to measure the density of woodland, track the growth of new trees, and even calculate how much CO2 is being absorbed.

By combining satellite pictures with 3D laser-scanning Lidar technology on drones, AI applications can provide much more detail about our changing environment than conventional observations. This technology is beginning to be used around the world.

Just Google it

Google’s little-known Earth Engine has transformed access to satellite imagery. Its library of images covers 30 years and is updated daily with new images from space. The data is in a format that allows individuals and organizations to analyze it using their own algorithms.

While better-known Google Earth includes satellite imagery, Earth Engine, which describes itself as “a tool for analyzing geospatial information”, has its own collection. This data can be analyzed to create a time sequence showing, for example, how tree cover has changed.

The World Resources Institute’s (WRI) Global Forest Watch uses Earth Engine to monitor the state of the world’s woodlands. WRI CEO Dr Andrew Steer says it is a world-first: “Global Forest Watch would not exist without it.”

The COP26 plan involves individuals, companies and governments investing in what are known as carbon credits – effectively paying landowners to protect and grow more trees, which capture carbon in order to offset emissions elsewhere in the world.

It has been estimated that a single mature tree captures around 22 kilograms of carbon each year – making it possible to produce rough estimates of the amount of CO2 taken out of the atmosphere by planting in a carbon offset scheme.

Building trust

But now AI is enabling greater accuracy. Pachama: Forest Carbon Credits – a start-up developing a market for forest carbon credits featured on the Forum’s Uplink innovation crowdsourcing platform – uses satellite imagery to monitor the veracity of reforestation projects.

In addition to space imagery, Pachama uses drone-based Lidar laser scanning to measure the number of trees planted and to spot deforestation. So far, it has validated 30 reforestation projects in three continents confirming that carbon offsetting is taking place.


Another tech start-up says it can provide accurate carbon data for small areas of forest. Reforestum & Ecosphere+ has developed an AI solution that not only monitors tree growth, but also determines the exact amount of carbon captured by the growing forest.

What’s the World Economic Forum doing about deforestation?

Halting deforestation is essential to avoiding the worst effects of global climate change.

The destruction of forests creates almost as much greenhouse gas emissions as global road travel, and yet it continues at an alarming rate.

In 2012, we brought together more than 150 partners working in Latin America, West Africa, Central Africa and South-East Asia – to establish the Tropical Forest Alliance 2020: a global public-private partnership to facilitate investment in systemic change.

The Alliance, made up of businesses, governments, civil society, indigenous people, communities and international organizations, helps producers, traders and buyers of commodities often blamed for causing deforestation to achieve deforestation-free supply chains.

The Commodities and Forests Agenda 2020, summarizes the areas in which the most urgent action is needed to eliminate deforestation from global agricultural supply chains.

The Tropical Forest Alliance 2020is gaining ground on tackling deforestation linked to the production of four commodities: palm oil, beef, soy, and pulp and paper.

Get in touch to join our mission to halt to deforestation.

The technology allows individuals to sponsor small parcels of land and still get accurate information: on carbon, or about the number of trees and hectares of forest protected or restored, and the jobs supported in the local area.

Connecting forest owners with people and organizations that want to offset their emissions is part of the solution offered by Treeconomy. Founded by two graduates of Imperial College London, the platform helps owners to secure a fair price for carbon offset by their woodlands.

As well as conventional forests, Treeconomy says its AI technology can be used to monitor marine Blue Carbon projects. The aim is to restore natural coastal habitats like mangrove forests and salt marshes, as well as underwater seagrass, to increase their ability to capture carbon.

Protecting the oceans

Maritime surveillance
Satellite and AI tech is helping to protect the planet from space. Image: Unseenlabs

Alongside climate change, oceans are also vulnerable to the effects of illegal, unreported and unregulated fishing, which not only depletes fish stocks at a cost of $ 23.5 billion every year, but harms all marine life. That’s where Uplink contributor Unseenlabs can help protect the marine environment.


Unseenlabs’ satellite-based AI technology is able to identify a vessel’s unique electromagnetic signature from space. So, even if illegal fishers turn off their boat’s identification beacon, the vessel can still be tracked. A fifth of the world’s fish supplies come from illegal fishing. https://platform.twitter.com/embed/Tweet.html?dnt=false&embedId=twitter-widget-0&features=eyJ0ZndfZXhwZXJpbWVudHNfY29va2llX2V4cGlyYXRpb24iOnsiYnVja2V0IjoxMjA5NjAwLCJ2ZXJzaW9uIjpudWxsfSwidGZ3X2hvcml6b25fdHdlZXRfZW1iZWRfOTU1NSI6eyJidWNrZXQiOiJodGUiLCJ2ZXJzaW9uIjpudWxsfSwidGZ3X3NwYWNlX2NhcmQiOnsiYnVja2V0Ijoib2ZmIiwidmVyc2lvbiI6bnVsbH19&frame=false&hideCard=false&hideThread=false&id=1172767121094402048&lang=en&origin=https%3A%2F%2Fwww.weforum.org%2Fagenda%2F2021%2F12%2Fsatellites-ai-saving-planet%2F&sessionId=de6d800126855245a6ea6524150fdff3964a6753&theme=light&widgetsVersion=f001879%3A1634581029404&width=550px

UN Climate Change Executive Secretary Patricia Espinosa describes the potential of satellite technology in combating climate change and protecting the environment as “enormous”.

In a joint report by the UN and the International Telecommunication Union, she says: “Technologies such as satellite 2.0 and artificial intelligence offer enormous opportunities when it comes to identifying and addressing climate risks and their impacts, as well as promoting climate-resilient development.”


Former US Vice-President Al Gore pithily summed up the impact of advances in satellite and computer analysis in the fight against climate change at the COP26 summit when he told The New York Times: “That changes everything.”


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

This article is published in association with United Nations.

AI is changing the way we think. The question is whether we’ll notice in time

This article is published in association with United Nations. Artificial intelligence promises to make life easier. With a few keystrokes, it can write emails, summarize reports, generate ideas and answer complex questions in seconds. For many people, it feels like a technological leap on par with the arrival of the internet itself. But according to […]
© NYCDDC Flood defences are built on the east side of Manhattan Island by the East River in New York City.

Higher Ground: How New York is raising a park to hold back the sea

This article is published in association with United Nations. On 29 October 2012, Hurricane Sandy slammed into New York City, unleashing a devastating storm surge that flooded homes, subways and tunnels, knocked out power and sparked deadly fires. In just 48 hours, 44 people were killed, nearly two million New Yorkers lost power, and 6,500 […]
This article is brought to you in association with the European Commission.

World News in Brief: ‘No safe place in Ukraine’, IAEA calls for Iran nuclear inspections, Kenya hosts thousands of Ethiopians fleeing clashes

This article is published in association with United Nations. The UN refugee agency (UNHCR) on Tuesday urged continued international support for Ukraine’s population as Russian airstrikes intensify and humanitarian needs grow in advance of another bitterly cold winter. The “relentless” attacks are targeting critical energy infrastructure, leaving millions without heat and electricity, and limited access to […]
This article is published in association with United Nations.

Four in five domestic workers lack formal job protections, UN finds

This article is published in association with United Nations. An estimated 66.5 million domestic workers – representing more than four out of five domestic workers worldwide – were informally employed in 2025, a new report by the UN’s labour organisation has found. This makes them more than twice as likely as other employees to lack […]
© WFP/Mohamed Hinnawi An elderly woman in Al Saraya, Gaza, looks after young children after losing three sons, her husband, and home during the war.

Gaza: Families brace for fourth winter in tents as aid operations remain stymied

This article is published in association with United Nations. Families in Gaza are bracing for a fourth winter in tents and makeshift shelters as UN aid operations face mounting obstacles, with transport suspended on Tuesday due to Israel’s closure of the key Kerem Shalom crossing for election day. The UN project services agency in the […]

West Bank: Hebron crackdown displaces thousands, Türk warns of ethnic cleansing

This article is published in association with United Nations. Israel’s “aggressive operation” in the West Bank city of Hebron raises serious concerns of ethnic cleansing, UN human rights chief Volker Türk warned on Monday, as the number of Palestinians forced from their homes passed 3,000 on the eve of Israeli elections. The UN aid coordination […]
© UNICEF/Rawan Eleyan A mother and her children go through their belongings after a room in their home was burned in a settler attack in southern Hebron, West Bank. (July 2025)

West Bank: Guterres alarmed as Israel imposes sweeping closures after deadly Hebron attack

This article is published in association with United Nations. The UN said on Friday it was “extremely alarmed” by intensifying violence in the occupied West Bank, as Israel moved to seal off the territory following a deadly attack on its soldiers in Hebron. Two Israeli soldiers were killed and at least five injured when gunmen […]
This article is published in association with United Nations.

‘Connect the dots’ between street protests and global turmoil, urges Guterres

This article is published in association with United Nations. The international community must combat inequality and stop wars from expanding to ensure a safer world for all, the UN Secretary-General said on Thursday. Speaking to reporters in New York ahead of a visit to Egypt, António Guterres addressed growing public discontent in Europe and beyond, […]
© SOS Méditerranée/Anthony Jean Up to $500 million was paid in migrant smuggling fees on sea routes to Europe in 2025, according to new UN estimates.

Migrants paid up to $500 million in smuggling fees on European sea routes

This article is published in association with United Nations. The price tag for smuggling on European sea routes reached up to half a billion dollars last year, the UN Office on Drugs and Crime (UNODC) and the UN migration office, IOM, reported on Wednesday. Key points Almost half of migrants trying to get smuggled into […]
The author of this article explored other courses in different fields, but it was in medicine that she found her place. From the beginning of her studies, Valéria discovered in medical practice more than just a career: she found her vocation when she realized that caring for others also gave meaning to her own life. Driven by a genuine desire to help, the student stood out as a Teaching Assistant in Public Health, strengthening her humanized perspective. Today, she is part of the coordinating board of IFMSA UNEX MED, working in the Human Rights and Peace (SCORP) area, where she transforms empathy into action and social commitment into real impact.

Global warming will breach 1.5°C – but deep, fast cuts can still bring it back

This article is published in association with United Nations. With global temperature rise set to exceed 1.5°C above pre-industrial levels, countries “must pull out all the stops” and urgently cut emissions to minimize the overshoot and return to the internationally agreed threshold by the end of this century. The recommendation comes in the Emissions Gap […]
© Agricultural Development Association – PARC A farmer in the West Bank harvest olives in October 2025. (file)

‘Season of fear’: Escalating Israeli attacks on West Bank olive farmers, deadly strikes on Gaza

This article is published in association with United Nations. Israeli attacks on war-torn Gaza over the weekend killed at least six Palestinians, including children, despite a year-old ceasefire agreement. Meanwhile, in the occupied West Bank, settler violence continued through the ongoing olive harvest, with UN independent experts on Monday urging Israel to protect Palestinian farmers. […]
This article is published in association with United Nations.

COP17: The world has a plan to save nature. Is it working?

This article is published in association with United Nations. The UN Secretary-General has called for an end to the “war on nature”. On Monday, governments gathering in Yerevan, Armenia, will have to confront a more practical question: are they doing enough to win the peace and put the world’s biodiversity goals back on track? COP17, […]
© WHO A large-scale combined missile and drone strike hit Kyiv's Solomianskyi district on August 20, 2026.

Ukraine: Critical health supplies destroyed in ongoing Russian attacks

This article is published in association with United Nations. Ongoing and deadly Russian attacks across Ukraine are causing serious healthcare disruption, with more than $1.5 million-worth of medicines and supplies destroyed in four separate strikes on warehouses used by the UN there since July. According to the World Health Organization (WHO), 21 warehouses have been […]
© UNICEF/Niccolò Corti A child sits alone, praying, at a reception centre for migrants in Lampedusa, Italy.

World News in Brief: West African migrant crossings, Argentina takes UK to maritime tribunal, farming in Gaza, mental health update

This article is published in association with United Nations. Fewer people from West Africa are reaching Europe by sea, but the journey has not become safer, the UN migration agency (IOM) said on Tuesday. Arrivals from Mali, Senegal, Guinea and The Gambia fell by 59 per cent in the first half of 2026 compared with […]
© UN Ukraine The aftermath of a drone attack in a residential area in Kyiv on 12 October.

Ukraine: Residents killed and dozens injured in attacks on Kharkiv and Kyiv

This article is published in association with United Nations. Russian attacks in recent days on on Ukraine’s two largest cities have again killed and injured civilians, damaged homes and civilian infrastructure, the UN aid coordination office (OCHA) said on Tuesday. Aid workers and rescuers were on the ground in Kyiv and Kharkiv following aerial strikes that […]
© IOM The war in Sudan has created extreme levels of displacement, both internally and across Sudan’s borders.

‘Efficiency has limits’: UNHCR chief warns refugee protection is buckling under cuts

This article is published in association with United Nations. The money is running out faster than needs are growing: with 117 million men, women and children now forced from their homes, the UN refugee agency (UNHCR) has received just $3 billion of the $8.5 billion it needs this year – and its chief, Barham Salih, warns […]
© UNOCHA/Ramatoulaye Moussa Maz A woman walks through a camp for displaced people in Ituri Province in eastern DR Congo, where decades of violence have impacted millions, creating a humanitarian emergency.

Rise in poverty is ‘a wake-up call for the world’, UN development chief says

This article is published in association with United Nations. The number of people living in “multidimensional” poverty has risen for the first time in 15 years, reaching 1.2 billion, as families struggle to meet their basic needs.  The finding comes in the 2026 update of the global Multidimensional Poverty Index (MPI) published by the United Nations […]
© UNDP Nidaa with the chickens and ducks she raises in Gaza.

Sustaining livelihoods amid crisis in Gaza

This article is published in association with United Nations. Nidaa, Hanaa and Hanin have different stories, but share a common thread: the determination to build something of their own and keep it going despite extraordinary challenges facing them in war-ravaged Gaza. Following the devastation of the past three years, productive capacity in Gaza has been severely […]
© UNICEF/Oleksii Filippov A firefighter works on the balcony of a wrecked building in Kyiv, Ukraine.

World News in Brief: Russian attacks continue in Ukraine, Gazans shelter in flood-prone areas, keeping sight of eye health

This article is published in association with United Nations. UN human rights chief Volker Türk said on Thursday he was appalled by a wave of attacks that have killed civilians across Ukraine over the past four days.  They include a strike on two public buses in Kramatorsk on Thursday, that left at least 30 civilians dead, […]

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

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