Climate tipping points in the news

Climate tipping points in the news

What are tipping points?

Climate tipping occurs when warming temperatures push parts of the Earth system past critical thresholds, triggering self-reinforcing changes that become difficult or impossible to reverse. Crossing these thresholds will lead to major changes in sea level, ocean circulation, and weather patterns, changes that governments and international agencies need to anticipate and plan for. That’s why monitoring for early warning signs of tipping is crucial.

Tipping points in the news

Recent headlines have focused on the first major climate system to tip into irreversible decline– coral reefs. Scientists confirmed in research published this year that warm-water coral reefs have crossed their thermal tipping point and are experiencing unprecedented, widespread decline.

Other tipping points currently making headlines include:

  • AMOC/Gulf Stream collapse – a shutdown of this ocean circulation system would cause changes to global weather patterns, potentially causing northwest Europe to experience more severe winters while disrupting monsoons and food security worldwide.
  • Weakening carbon sinks – forests and oceans that normally absorb some of the human-made CO2 emissions are becoming less effective, accelerating atmospheric warming.
  • Greenland and Antarctic ice sheet collapse – an irreversible retreat, which, when initiated, would cause metres of additional sea level rise

Focus on the ice sheets

The collapse of the Greenland and Antarctic ice sheets presents a serious threat. Their collapse would commit us to metres of sea level rise affecting hundreds of millions globally.

But what are the key instabilities scientists are concerned about?

In this article in The Conversation, CPOM Co-Director for Science Dr Inès Otosaka (Northumbria University) explores the three ice sheet instabilities that could trigger collapse and rapid melting:

  • Marine Ice Sheet Instability (MISI)
  • Marine Ice Cliff Instability (MICI)
  • Surface Elevation Melt Instability (SEMI)

Inès leads the ESA CryoTipping project with Earth Observation experts from ESA’s Antarctic CCI+ Project and ice sheet modelling experts from Northumbria’s Future of Ice on Earth Peak of Research Excellence, PIK (Potsdam Institute for Climate Impact Research) and MPI-GEA (Max Planck Institute of Geoanthropology) combining satellite observations with ice sheet modelling to detect marine ice sheet instability at Thwaites glacier in Antarctica’s Amundsen Sea Sector. By feeding satellite data on grounding line location, ice velocity, and surface elevation into ice sheet models, the team aims to detect early warning signs of tipping points and investigate potential irreversibility of the retreat of the Thwaites glacier.

Using Creativity to Connect People with Space-Based Climate Science

Earth is losing more than a trillion tonnes of ice each year – enough to create an ice cube more than 10km high.

How do we know this?

Satellites like ESA’s CryoSat-2 mission collect crucial climate data from hundreds of miles above Earth.

Once of the challenges we face is how do we make data from space feel real for people on the ground.

Climate change and the research behind it can often feel distant and abstract, but the impacts are immediate and global.

That’s why researchers, space agencies and climate change organisations are getting creative, transforming complex information into experiences that resonate with people outside the scientific community and inspire action from Governments and government agencies.

This International Day of Climate Action, we’re sharing some of the ways that creativity has been used to share environmental science stories in 2025.

Visual storytelling from space

ESA, with Planetary Visions, have partnered to create videos that visualise the research carried out by the UK Centre for Polar Observation and Modelling and other research groups.

Here are some examples:

This animation, featuring research led by CPOM PhD Researcher Nitin Ravinder, shows the thinning of the Greenland ice sheet between 2010 and 2023.

Video Credit: ESA / Planetary Visions / CPOM

And this animation shows something surprising discovered by CPOM Researchers from Lancaster University this year – a subglacial flood bursting through the ice sheet.

Video Credit: ESA/CPOM/Planetary Visions

Stepping inside a year’s worth of ice loss: The Giant Ice Cube

How much ice is a trillion tonnes? CPOM created a 3D, explorable model to help answer this question.

Dr Tom Slater’s research has been transformed into an interactive experience that has travelled across the country, letting school children ‘step into’ a year’s worth of ice loss.

Of those surveyed at our outreach events 85% said they learned something new and 56% said they would consider becoming polar scientists.

Watch this video about why science outreach work is inspiring the next generation of environmental scientists.

Video: CPOM

Using poetry and art to bring science to life

ESA collaborated with artist Jamie Perera to create a multi-sensory installation that transforms satellite data into art. Using poetry penned by ESA’s Peter Bickerton and sonification (turning data into sound) the installation at this year’s Living Planet Symposium shares the science behind the EarthCARE Earth Explorer satellite mission, which gathers data on clouds and aerosols.

Video: ESA

Hear more from Peter Bickerton on how ESA uses creativity to share their science and why this is important

In this short interview, Peter Bickerton, talks about how he uses creativity to tap into people’s imaginations while sharing crucial climate and environmental data derived from earth explorer satellites.

Video credit: CPOM

Bonus: We also have a video of Peter’s 15-year anniversary poem about one of our favourite satellites CryoSat-2!

Video credit: CPOM

Behind the scenes on scientific fieldwork

Some of the most compelling climate science happens in the world’s most remote places where most people will never visit.

That’s why CPOM and programmes like BIOPOLE, led by the British Antarctic Survey (BAS) bring the Arctic and Antarctic to audiences through video content.

In this video filmed aboard RSS Sir David Attenborough, viewers get to see the science in action.

National Capability science like this spans decades of monitoring and measuring, but these glimpses behind the scenes remind us that climate data comes from real people doing remarkable work in extreme conditions.

Video: CPOM

A castle becomes a canvas

This November, CPOM PhD researcher Diego Moral Pombo in partnership with photographer and media specialist James Hooton, will transform Lancaster Castle into a stunning polar science showcase.

Their light installation projected onto Lancaster Castle’s historic John O’Gaunt Gate will bring ice sheets and glaciers to life, visualizing the hidden dynamics happening deep beneath the ice.

By placing climate science in a public place, the installation will invite visitors to the Light Up Lancaster festival to consider how the Earth’s ice sheets are changing, and why.

From research to action

The satellite data shows that Earth’s ice is melting, but data alone rarely inspires action. By transforming complex satellite observations into giant ice cubes, poetry, art installations, and visual stories help people understand that climate change is happening now, is measurable from space, and is affecting communities worldwide.

This International Day of Climate Action, we’re reminded that inspiring climate action requires both science and imaginative communication.

When the science community makes space-based climate data tangible, accessible and engaging, we empower everyone, from schoolchildren to policymakers to understand the challenge, and be part of the solution.

Spotlight on Space: Inspiring the next generation of polar scientists with CPOM

Video: CPOM

On Saturday 4 October 2025, the UK Centre for Polar Observation (CPOM) joined teams from other companies, universities and science centres at the International Centre for Life, in Newcastle upon Tyne, for their ‘Spotlight on…’ Day.

This year the focus was ‘Space’, one of our favourite topics.

Introducing polar science to young people

During the day we got the chance to meet more than 100 children and their families, all fascinated with space science and wanting to learn more. We had an array of activities ready for them, including polar science inspired puzzles and colouring activities to introduce them to the sort of animals that live in the Arctic and Antarctica. You can find these, and links to other educational resources, on this webpage.

We also introduced them to ESA’s CryoSat-2 and ESA’s ‘Paxi’ mascot, explaining how we use satellites like CryoSat-2 and NASA’s ICESat-2 to monitor the polar regions from space to see what’s happening there. We took along our ice cube tent, an incarnation of the giant ESA ice cube you can see in this video, to help the children understand how much of the ice is melting each year.

About the cube

The cube is a scale model of how much ice is lost on Earth every year if you put it all in one giant ice cube. In real life this cube of ice would be 10 cubic km in size and 1 trillion tonnes in weight! This version of the cube is only 1 cubic meter, so children can interact with it, climbing inside to meet some of the polar animals. We explained to them that the ‘real’ ice cube would be a billion times bigger than our model. The sides of the cube show exactly where the ice is melting and the volume in gigatonnes.

About the science behind the cube

CPOM is a lead partner on ESA’s Antarctic CCI (Climate Change Initiative) project which develops methods for producing long-term and reliable climate data records of Antarctica from satellite observations. CPOM also provides scientific leadership for the Ice Sheet Mass Balance Inter-comparison Exercise (IMBIE), a community effort to reconcile satellite estimates of sea level contribution due to ice loss from the Antarctic and Greenland ice sheets. You can read more about these, and other CPOM projects, on our Projects page.

The importance of sharing our science

As Ben Rutherford-Orrock, Contemporary Science Manager, mentions in our case study video:

“Science is all about asking questions and trying to work out the answers. That could be in solving some of the biggest problems we have in the world. Some of these questions are going to take time. If we are looking at how to answer some of these questions we are going to need the next generation of scientists, technologists, engineers and maths professionals. By making science accessible we can encourage young people to think about science as a potential career for the future.”

CPOM Director for Knowledge Exchange Dr Sammie Buzzard (Northumbria University) continues:

“It’s really important for everyone to know about the science we do here at CPOM because it has implications for the whole planet. We are looking at how our polar regions are changing and where the ice is melting. This can have implications for sea level rise which is going to affect everywhere with a coast and beyond.”

This year we have met around 500 children through outreach events like this.

Of those surveyed at all of these events in 2025:

85% reported learning something new about polar science.

56% said they would consider becoming a polar scientist in the future.

We look forward to continuing to inspire the next generation of polar scientists in 2026 and beyond.

NEW VIDEO: Celebrating International Women’s Day 2025

In 2024, we were very lucky to be able to catch up with women working in the field of Earth observation and modelling from across the world at the ESA/NASA Cryo2ice conference in Iceland.

Ahead of International Women’s Day 2025 coming up this Saturday, we gathered some of the perspectives shared with us on the importance of studying and understanding the Earth, what it’s like working in this area of science and why it’s important to share scientific understanding with the world- as well as encouraging words for women and girls thinking of pursuing a career in science.as well as encouraging words for women and girls thinking of pursuing a career in science.

Thank you to our interviewees for taking part in this video: CPOM Principal Investigator: Sea Ice Earth Observation, Rosemary Willatt (UCL), Anny Cazenave (LEGOS), CPOM Director for Knowledge Exchange, Sammie Buzzard (Northumbria University), Liza Wilson (University of Iceland/Fulbright Commission Iceland), Rachel Tilling (NASA), Bryony Freer (Scripps Institute of Oceanography) and Helen Fricker (Scripps Institute of Oceanography).

A special thanks must also go to the ESA and NASA Cryo2ice team, who facilitated many of the interviews included in this video.

New UK investment in an early warning system for climate tipping points

The UK’s Advanced Research + Invention Agency (ARIA) has announced £81m of funding for an ambitious programme of work focused on ‘Forecasting Tipping Points’.

Environmental tipping points occur when warming temperatures lead to changes in the climate system which pass a threshold and become irreversible. Passing these points will lead to changes to sea level, ocean circulation and our weather, something world leaders need to plan for in advance. That’s why it’s vital to monitor for signs we are coming close to and passing these tipping points.

Combining observation and modelling expertise with innovative sensing systems, the programme aims to develop sensing systems for monitoring the Earth’s ice and oceans and place these systems in locations such as the Greenland Ice Sheet and the Subpolar Gyres (ocean circulation systems which sit under an area of constant low atmospheric pressure); both of which have been identified as crucial climate tipping points.

The programme will also look at developing improved models (computer simulations) to produce more robust and accurate predictions of these tipping points and the potential impact on the planet.

The programme is made up of 27 international teams of experts in climate science, maths, computer science, statistics, optics, photonics, and nuclear physics – bringing together this expertise to develop the best possible early warning system for these climate tipping points.

CPOM members are supporting three of these teams:

CryoWatch: Aims to progress the development of affordable, solar-powered, High Altitude Pseudo Satellites (HAPS), to be stationed in the stratosphere for persistent monitoring of polar regions. Led by Steve Tate (Voltitude), the team includes CPOM Co-Director of Science, Professor Mal McMillan.

OptimISM: A Next-Generation Framework for Ice Sheet Modelling. Led by Trystan Surawy-Stepney (University of Leeds), the team includes CPOM Principal Investigator: Land Ice Modelling, Dr Steph Cornford (University of Bristol).

PROMOTE: Progressing Earth System Modelling for Tipping Point Early Warning Systems. Led by Reinhard Schiemann (University of Reading and National Centre for Atmospheric Science), the team includes CPOM Principal Investigator: Land Ice Modelling, Dr Steph Cornford (University of Bristol).

To read more about these innovative projects visit ARIA’s website: https://www.aria.org.uk/opportunity-spaces/scoping-our-planet/forecasting-tipping-points/

BLOG: Women Scientists in the Cryosphere

It is said that Ernest Shackleton advertised ‘men wanted’ for ‘hazardous journey, small wages, bitter cold, long months of complete darkness, constant danger’ ahead of his 1914 Antarctic expedition which ended in the loss of his ship. Back then polar exploration and research was seen as an exclusively male occupation, even though women had been involved since as early as the 19th century. Women were often formally blocked from joining expeditions to the Arctic and Antarctic.

Times have certainly changed since then. During the last century intrepid and tenacious women led the way in shattering this ice ceiling. Fast forward more than a century after Shackleton’s infamous advert to 2025 and women scientists are participating in and leading field research projects across the cryosphere.

The UK Centre for Polar Observation and Modelling, brings together Earth Observation experts with modellers, to provide robust and accurate measurements of the Earth’s ice from the past and present, as well as projections for the future to help with world prepare for the changes a warming world might bring. Although we use satellite data in our work, Earth Observation often requires field-based observations to help verify satellite data, and so fieldwork is still an important piece of the puzzle when researching the polar regions, providing our scientists with wonderful opportunities to visit these incredible and rapidly changing environments.

DEFIANT (Drivers and Effects of Fluctuations in sea Ice in the ANTarctic) is a NERC project aimed at studying sea ice in the Southern Ocean and how it affects the wider climate system. CPOM’s Dr Inès Otosaka and Dr Isobel Lawrence and CPOM Director Professor Andrew Shepherd joined a fantastic team of scientists from BAS and DTU, to visit Antarctica to verify data collected on Antarctic sea ice by satellites.

Image credit: Professor Andrew Shepherd

Inès said (in this blog she wrote at the time) that ‘it was incredibly rewarding to see all the work that had been done over the months preceding the actual fieldwork come to fruition’. Although field work can be an exhausting experience, there was still time to enjoy the spectacular location with the team being ‘lucky enough to spot some penguins, seals, and even a pod of orcas.’

The team recorded this brilliant Iceworld podcast with BAS (British Antarctic Survey) – have a listen to their experiences on this incredible expedition.

Inès also joined Andrew Shepherd, PhD Researchers Amy Swiggs and Dr Anne Braakmann-Folgmann (former PhD Researcher) on the European Space Agency’s (ESA’s) Cryo2ice campaign to Greenland in 2022 where they collected ice cores, verified LiDAR measurements and collected snow depth measurements for snow density calculations. Amy wrote this blog about the fieldwork adventure, if you want to read more about this.

More recently in September 2024, Amy and Inès were also part of a CPOM team that visited Iceland to study proglacial lakes with a drone, alongside PhD Researcher Natasha Lee, CPOM Director for Knowledge Exchange Dr Sammie Buzzard, Andrew Shepherd, PhD Researcher, Nitin Ravinder and Data Scientist, Ben Palmer. We made this short film about this campaign, showing the team in action.

Image: CPOM PhD Researcher Natasha Lee, setting up a drone, on the Iceland Fieldwork campaign 2024.

Getting the opportunity to do fieldwork at an early career stage often draws people to polar science. For Dr Rosie Willatt (CPOM PI) the opportunity to visit Antarctica as a PhD student was a turning point in her career, and ultimately led to her becoming a polar scientist. You can hear more about how Rosie became a polar scientist in this video.

Sammie Buzzard, a glaciologist who started out studying maths, has been part of numerous fieldwork expeditions, including measuring glaciers in the Arctic during her PhD. She will soon be visiting the Antarctic in 2025.

She said “Although we are still far from gender equality within the polar sciences it’s fantastic to see opportunities becoming available to those of all genders that wouldn’t have been even during the earlier years of my lifetime”.

Image: CPOM’s Sammie Buzzard, preparing equipment on the Iceland Fieldwork Campaign, 2024.

These are just some of the examples of CPOM women scientists leading, and working on, these important fieldwork projects across the Arctic and Antarctica.

As we strive to understand these complex regions, how climate changes affect them and in turn how these changes will impact the rest of the planet in the years to come, it’s fantastic to see women scientists playing a vital role following the years of exclusion they experienced in previous centuries.

Header image: Credit Professor Andrew Shepherd

CPOM joins STEM Learning’s #POP24 Day

On Tuesday 12 November 2024, scientists from the UK Centre for Polar Observation and Modelling took part in STEM Learning’s Protecting our Planet Day 2024, a fantastic day of live-streamed sessions from experts on what is being done to protect our planet from space, and on Earth.

More than 150,000 people, including classrooms full of interested teachers and pupils, joined to learn more about climate change and how they can pursue a career in STEM.

The event was presented by the UK Space Education Office (ESERO-UK) at STEM Learning, and in collaboration with the European Space Agency and the UK Space Agency

The full listings of sessions are available on STEM Learning’s Youtube Page.

Watch Professor Andy Shepherd and former CPOM Researcher Dr Anne Braakmann-Folgmann talk about Protecting the Ice…

Watch Dr Sammie Buzzard talking about Protecting our Planet with Maths…

Watch Dr Inès Otosaka talking about Protecting our Planet with Technology…

ESA and NASA satellites deliver first joint picture of Greenland Ice Sheet melting

Story published by The European Space Agency

Global warming is driving the rapid melting of the Greenland Ice Sheet, contributing to global sea level rise and disrupting weather patterns worldwide. Because of this, precise measurements of its changing shape are of critical importance for adapting to climate change.

Now, scientists from the UK Centre for Polar Observation and Modelling have delivered the first measurements of the Greenland Ice Sheet’s changing shape using data from ESA’s CryoSat and NASA’s ICESat-2 ice missions.

Although both satellites carry altimeters as their primary sensor, they make use of different technologies to collect their measurements. CryoSat uses a radar system to determine Earth’s surface height, while ICESat-2 uses a laser system for the same task.

Although radar signals can pass through clouds, they also penetrate the ice sheet surface and have to be adjusted to compensate for this effect. Laser signals, on the other hand, reflect from the actual surface but cannot record when clouds are present. The missions are therefore highly complementary, and combining their measurements has been a holy grail for polar science.

A new study from scientists at the CPOM and published today in Geophysical Research Letters, shows that CryoSat and ICESat-2 measurements of Greenland Ice Sheet elevation change agree to within 3% of the changes taking place.

This confirms that both satellites can be combined to produce a more reliable estimate of ice loss than either could achieve alone. It also means that if one mission were to fail, the other could be relied upon to maintain our record of polar ice change.

Between 2010 and 2023, the Greenland Ice Sheet thinned by 1.2 m on average. However, much larger changes occurred across the ice sheet’s ablation zone where summer melting exceeds winter snowfall; there, the average thinning amounted to 6.4 m.

Image credit: Professor Andrew Shepherd (Northumbria University)

The most extreme thinning occurred at the ice sheets outlet glaciers. At Sermeq Kujalleq in west central Greenland (also known as Jakobshavn Isbræ), the peak thinning was 67 m, and Zachariae Isstrøm in the northeast the peak thinning was 75 m.

Altogether, the ice sheet shrank by 2347 cubic kilometres across the 13-year survey period – similar to the amount of water stored in Africa’s Lake Victoria. The biggest changes occurred in 2012 and 2019, when the ice sheet shrank by more than 400 cubic kilometres because of extreme melting in those years.

Greenland’s ice melting also has profound effects on global ocean circulation and weather patterns. These changes have far-reaching impacts on ecosystems and communities worldwide. The availability of accurate, up-to-date data on ice sheet changes will be critical in helping us to prepare for and adapt to the impacts of climate change.

“We are very excited to have discovered that CryoSat and ICESat-2 are in such close agreement,” says lead author and CPOM researcher Nitin Ravinder. “Their complementary nature provides a strong motivation to combine the data sets to produce improved estimates of ice sheet volume and mass changes. As ice sheet mass loss is a key contributor to global sea level rise, this is incredibly useful for the scientific community and policymakers.”

The study made use of four years of measurements from both missions, including those collected during the Cryo2ice campaign, a pioneering ESA-NASA partnership initiated in 2020. By adjusting CryoSat’s orbit to synchronise with ICESat-2, ESA enabled the near-simultaneous collection of radar and laser data over the same regions.

This alignment allows scientists to measure snow depth from space, offering unprecedented accuracy in tracking sea and land ice thickness.

Credit: ESA

Tommaso Parrinello, CryoSat Mission Manager at ESA, expressed optimism about the campaign’s impact: “CryoSat has provided an invaluable platform for understanding our planet’s ice coverage over the past 14 years, but by aligning our data with ICESat-2, we’ve opened new avenues for precision and insight.

CryoSat Image Credit: European Space Agency

“This collaboration represents an exciting step forward, not just in terms of technology but in how we can better serve scientists and policymakers who rely on our data to understand and mitigate climate impacts.”

“It is great to see that the data from ‘sister missions’ are providing a consistent picture of the changes going on in Greenland,” says Thorsten Markus, project scientist for the ICESat-2 mission at NASA.

“Understanding the similarities and differences between radar and lidar ice sheet height measurements allow us to fully exploit the complementary nature of those satellite missions. Studies like this are critical to put a comprehensive time series of the ICESat, CryoSat-2, ICESat-2, and, in the future, CRISTAL missions together.”

ESA’s CryoSat continues to be instrumental in our understanding of climate related changes in polar ice, working alongside NASA’s ICESat-2 to provide robust, accurate data on ice sheet changes. Together, these missions represent a significant step forward in monitoring polar ice loss and preparing for its global consequences.

For more information, contact the lead author: Nitin Ravinder (n.ravinder@northumbria.ac.uk)

New £8.4M investment continues support for long-term polar science, co-led by the British Antarctic Survey (BAS) and UK’s Centre for Polar Observation and Modelling (CPOM)

£8.4M has been awarded to the British Antarctic Survey and the Centre for Polar Observation and Modelling to deliver the next 5 years of their long-term polar science activities. The UK Polar Research Expertise for Science and Society (PRESCIENT) programme provides UK national capability (science, such as ongoing datasets and models, which underpins wider scientific research) to understand the impacts of environmental stressors, such as rising global temperatures on polar marine ecosystems. PRESCIENT will also measure and predict polar ice sheet contributions to global sea level rise and extend and improve measurements of changes to polar sea ice.

Announced today the funding is part of £101 million investment by the Natural Environment Research Council, part of UK Research and Innovation, in the UK’s network of leading environmental science research centres to support large-scale environmental observations, modelling and analysis, and research capabilities through innovations in platforms, sensors and data science. These data are crucial for managing natural resources, biodiversity, human health and building our understanding of and resilience to environmental hazards and climate change. It underpins science across the UK’s environmental research sector and supports critical scientific advice to government.

PRESCIENT will also aid the BAS transition to low carbon science delivery, by progressing delivery of airborne science using remotely piloted autonomous systems (RPAS), while delivering independent scientific advice and support to a range of stakeholders in government, business, and wider society, ensuring that our scientific activities and expertise is available to support solutions.

National capability is research funding which, unlike shorter term projects, can span decades and provides ongoing support for large-scale, complex scientific projects of national significance, informing strategic needs and decision-making of the country. Using techniques such as satellite altimetry to study ice motion and the polar oceans, CPOM incorporate the results into models used across the polar research community. CPOM’s data sets and models have been developed and maintained for almost a quarter of a century, and the long-term maintenance of this capability helps provide robust understanding and insights of the cryosphere.

CPOM also contribute to a range of interdisciplinary multi-centre National Capability research projects including CANARI, BIOPOLE, and TerraFIRMA, which have been running since 2022, offering satellite derived estimates of aspects of the cryosphere (such as ice thickness, floe size and sea height), as well as developing advanced simulations. The longevity of our datasets, and the accuracy of our models mean we have a broader view of past and possible future changes. By contributing to projects such as the previous multi-centre National Capability project UKESM (UK Earth System Model), integrating ice sheet model and advanced sea ice physics into the system, we can produce robust projections of ice sheet instability and Arctic sea ice loss, thereby informing sea level rise predictions. Our PRESCIENT programme with BAS continues this work into 2029.

This funding has been awarded from NERC’s National Capability Single Centre Science initiative, one of the UK’s largest environmental science investment programmes.

Read more on the British Antarctic Survey (BAS) website.

New machine learning tool maps Arctic ice faster

New publication in Nature Communications introduces GPSat, a tool that helps process constantly changing satellite data, more quickly and efficiently than older methods. This tool can help scientists better monitor changes in sea ice over time and help improve predictions for sea-level changes.

GPSat can produce detailed maps of Arctic sea ice, filling in any gaps in the satellite data and can produce data more than 500 times faster than older methods while maintaining accuracy (demonstrating less than 4 mm difference on the derived freeboards on average).

The paper, authored by William Gregory (Princeton) and involving CPOM co-authors Isobel Lawrence (ESA), Carmen Nab (UCL) and Michel Tsamados (UCL), was published on 28 August 2024 in Nature Communications.

Author information:
Gregory, W., MacEachern, R., Takao, S. et al. “Scalable interpolation of satellite altimetry data with probabilistic machine learning”. Nat Commun 15, 7453 (2024). https://doi.org/10.1038/s41467-024-51900-x