Between 1979 and 2023, the Antarctic Ice Sheet lost on average 107 Gt of ice per year, contributing a total of 13.4 mm to sea level rise. As global temperatures continue to rise, accelerated melting is expected as well as increased contributions to global sea levels.
Tracking that loss accurately depends on satellites measuring ice sheet height from space and on understanding exactly how robust those measurements are over complex terrains in the cryosphere.
New research from CPOM, published last week in The Cryosphere led by Joe Phillips and Mal McMillan at Lancaster University used REMA, the Reference Elevation Model of Antarctica, a highly detailed map, to assess of the Sentinel-3 radar altimeter’s performance across the Antarctic Ice Sheet.
About Sentinel 3
Sentinel-3 has provided operational SAR altimetry coverage of Antarctica since 2016. Although primarily designed for ocean and land monitoring, it includes a high-resolution radar altimeter capable of measuring ice sheet elevation and sea ice thickness change. Thus, it a valuable operational complement to ESA’s CryoSat-2 Earth Explorer mission, the first such radar altimeter satellite primarily dedicated to studying the Earth’s ice.
Radar altimeters, like Sentinel-3’s however face a challenge in that measurement quality tends to degrade where terrain gets steep and rough, such as at the margins of ice sheets.
The study
The research used REMA to assess how accurately Sentinel-3 captures measurements over the Antarctic Ice Sheet’s complex terrain. Recent advances in data processing have allowed more data to be retrieved with over 94% of acquisitions successfully capturing the point of closest on the ice surface. A key requirement for reliable data is that the instrument records the point of closest approach on the ice surface, something made harder by Sentinel-3’s relatively narrow 60 m measurement window.
In this regard, the study showed how increasing the window size made a substantial difference. For example, with a 240 m window, like that operated by CryoSat-2, there was near-complete (99%) surface capture across the entire ice sheet, including the most complex margins (compared to a mean capture of 90.6% at 60 m). This is an important consideration for future missions, such as the Copernicus Polar Ice and Snow Topography Altimeter (CRISTAL).
About Radar Altimetry
Radar altimetry works by firing pulses of microwave energy at Earth’s surface, timing how long it takes for the echo to return, giving a precise measurement of surface elevation. The echoes are recorded as a power waveform, (the echo returning through time), and the elevation measurement is taken from the first steep rise of the waveform with the assumption being that this peak relates to the Point of Closest Approach (POCA) giving a single elevation measurement per echo. Satellites return an echo of a limited recording window of time (range window), but if this is misplaced, the echo from the surface can be missed. Although previous assessments of Sentinel-3’s radar have focused on validations of the final elevation products, more detailed assessments of the instrument and processor performance are less common.
About the study

Assessment of the ability of the Sentinel-3 range window to capture the full topographic surface within the beam-limited footprint. Credit: Phillips, J. and McMillan, M.: Assessment of Sentinel-3 altimeter performance over Antarctica using high resolution digital elevation models, The Cryosphere, 2026
The team investigated how much of the ice sheet surface Sentinel-3 captures within its range window, whether the leading edge of the waveform can be attributed to the closest point on the surface, how consistently radar echoes look from one measurement to the next; and the role that key surface topography characteristics such as slope and roughness play on all of these effects.
They analysed over 8 million radar echoes from Sentinel-3A and 3B, comparing the latest processing version (BC-005) against its predecessor (BC-004) and produced accurate, continent-wide maps of ice surface slope and roughness from the Reference Elevation Model of Antarctica (REMA), a 100 m resolution mosaic built from satellite stereo imagery.
The results of the study found that for 57.4% of acquisitions, capturing 100% of the illuminated surface is impossible with the current 60 m window. It also found that, on average, Sentinel-3’s placement of the range window captured 89.2% of the maximum topographic signal that could be recorded within its range window.
By exploring the hypothetical impact of increasing the window size, the study found that this made a substantial difference. For example, implementing a 240 m window, like with CryoSat-2, there was near-complete surface capture across the entire ice sheet, including the most complex margins (compared to a mean capture of 90.6% at 60 m).

The study also produced the first slope-independent roughness map of the entire Antarctic continent (to their knowledge). The code for this can be found at https://github.com/Joe-Phillips/SAR-Altimetry-Flyover-Visualiser and a clip of the animation can be seen at the top of this article.
The future of radar altimetry for monitoring Antarctica
This bodes well for future retrievals from the CRISTAL mission, with its 256 m window. CRISTAL is ESA’s next-generation polar ice altimeter, planned for launch in 2027, and the successor of the CryoSat-2 mission.
By identifying and quantifying one of the main challenges of previous generations of altimetry – performance over complex Antarctic terrain – this study provides a strong evidence base for the next generation of instruments.
It’s vital we have the most accurate understanding of current and future ice loss, so we can plan for future changes in global sea levels.
The only way this is possible is by assessing, calibrating and improving the data we retrieve from satellite missions like Sentinel-3 and CryoSat-2 and informing future satellite missions like CRISTAL.
All image credits: Phillips, J. and McMillan, M.: Assessment of Sentinel-3 altimeter performance over Antarctica using high resolution digital elevation models, The Cryosphere, 2026.