Validation of 1-Day Repeat SWOT Measurements Against Tide-Gauge and Glider Data Off Canada's West Coast. Han, G., Klymak, J. M., Ross, T., & Chen, N. Geophysical Research Letters, 53(8):e2025GL119491, 2026. doi abstract bibtex Abstract The Surface Water and Ocean Topography (SWOT) satellite observations are shown to agree well with tide gauge and underwater glider data in the Northeast Pacific. The SWOT mission measures sea surface height in a 120-km wide swath. It had a 1-day repeat cycle for 3 months in 2023. The daily SWOT Level-3, 2-km non-tidal data have a root-mean-square difference of 5 cm (about 20% of the total variance) from coastal tide-gauge data. Wavenumber spectra from SWOT observations show good agreement with those from glider steric heights for scales as small as 30 km. Spectral slopes in the eastern boundary current transition zone have values close to the surface quasigeostrophic theory across the mesoscale (30–250 km) and submesoscale (15–30 km) bands. The study demonstrates the ability of SWOT in measuring coastal and offshore sea-level variabilities at small temporal and spatial scales unachievable by conventional satellite altimetry. , Plain Language Summary The Surface Water and Ocean Topography (SWOT) wide-swath satellite altimetry mission measures sea surface height in a 120-km wide path. It had a 3-month phase in 2023, which collected data on a 2-km grid daily. Here we evaluate the accuracy of SWOT measurements for coastal sea level variability on Canada's west coast. The error between daily SWOT and coastal tide-gauge measurements is 5 cm. We also assess SWOT observations against glider measurements across spatial scales, showing that they agree to spatial scales as small as 30 km, with the former appearing capable of observing to the scale of 15 km. The present study demonstrates the ability of SWOT in measuring coastal and offshore sea-level variabilities at small temporal and spatial scales unachievable by conventional satellite altimetry. , Key Points The root-mean-square error in daily non-tidal surface water and ocean topography (SWOT) sea level anomalies are 5 cm (about 20% of the variance observed by tide gauges) SWOT spectral slopes agree with glider data to spatial scales as small as 30 km, with values close to the surface quasigeostrophy Daily SWOT altimetry is able to capture small-scale features to 2 days and 30 km (likely to as small as 15 km)
@Article{ hanetal26,
Title = {Validation of 1-{{Day Repeat SWOT Measurements Against
Tide}}-{{Gauge}} and {{Glider Data Off Canada}}'s {{West
Coast}}},
Author = {Han, Guoqi and Klymak, Jody M. and Ross, Tetjana and Chen,
Nancy},
Year = 2026,
Journal = {Geophysical Research Letters},
Volume = {53},
Number = {8},
Pages = {e2025GL119491},
DOI = {10.1029/2025GL119491},
URLDate = {2026-04-12},
Abstract = {Abstract The Surface Water and Ocean Topography (SWOT)
satellite observations are shown to agree well with tide
gauge and underwater glider data in the Northeast Pacific.
The SWOT mission measures sea surface height in a 120-km
wide swath. It had a 1-day repeat cycle for 3~months in
2023. The daily SWOT Level-3, 2-km non-tidal data have a
root-mean-square difference of 5~cm (about 20\% of the
total variance) from coastal tide-gauge data. Wavenumber
spectra from SWOT observations show good agreement with
those from glider steric heights for scales as small as
30~km. Spectral slopes in the eastern boundary current
transition zone have values close to the surface
quasigeostrophic theory across the mesoscale (30--250~km)
and submesoscale (15--30~km) bands. The study demonstrates
the ability of SWOT in measuring coastal and offshore
sea-level variabilities at small temporal and spatial
scales unachievable by conventional satellite altimetry. ,
Plain Language Summary The Surface Water and Ocean
Topography (SWOT) wide-swath satellite altimetry mission
measures sea surface height in a 120-km wide path. It had a
3-month phase in 2023, which collected data on a 2-km grid
daily. Here we evaluate the accuracy of SWOT measurements
for coastal sea level variability on Canada's west coast.
The error between daily SWOT and coastal tide-gauge
measurements is 5~cm. We also assess SWOT observations
against glider measurements across spatial scales, showing
that they agree to spatial scales as small as 30~km, with
the former appearing capable of observing to the scale of
15~km. The present study demonstrates the ability of SWOT
in measuring coastal and offshore sea-level variabilities
at small temporal and spatial scales unachievable by
conventional satellite altimetry. , Key Points The
root-mean-square error in daily non-tidal surface water and
ocean topography (SWOT) sea level anomalies are 5~cm (about
20\% of the variance observed by tide gauges) SWOT spectral
slopes agree with glider data to spatial scales as small as
30~km, with values close to the surface quasigeostrophy
Daily SWOT altimetry is able to capture small-scale
features to 2~days and 30~km (likely to as small as 15~km)},
langid = {english},
Keywords = {cproofrefereed,jmkrefereed}
}
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{"_id":"gnJJWJLHQTWgLPoJb","bibbaseid":"han-klymak-ross-chen-validationof1dayrepeatswotmeasurementsagainsttidegaugeandgliderdataoffcanadaswestcoast-2026","author_short":["Han, G.","Klymak, J. M.","Ross, T.","Chen, N."],"bibdata":{"bibtype":"article","type":"article","title":"Validation of 1-Day Repeat SWOT Measurements Against Tide-Gauge and Glider Data Off Canada's West Coast","author":[{"propositions":[],"lastnames":["Han"],"firstnames":["Guoqi"],"suffixes":[]},{"propositions":[],"lastnames":["Klymak"],"firstnames":["Jody","M."],"suffixes":[]},{"propositions":[],"lastnames":["Ross"],"firstnames":["Tetjana"],"suffixes":[]},{"propositions":[],"lastnames":["Chen"],"firstnames":["Nancy"],"suffixes":[]}],"year":"2026","journal":"Geophysical Research Letters","volume":"53","number":"8","pages":"e2025GL119491","doi":"10.1029/2025GL119491","urldate":"2026-04-12","abstract":"Abstract The Surface Water and Ocean Topography (SWOT) satellite observations are shown to agree well with tide gauge and underwater glider data in the Northeast Pacific. The SWOT mission measures sea surface height in a 120-km wide swath. It had a 1-day repeat cycle for 3 months in 2023. The daily SWOT Level-3, 2-km non-tidal data have a root-mean-square difference of 5 cm (about 20% of the total variance) from coastal tide-gauge data. Wavenumber spectra from SWOT observations show good agreement with those from glider steric heights for scales as small as 30 km. Spectral slopes in the eastern boundary current transition zone have values close to the surface quasigeostrophic theory across the mesoscale (30–250 km) and submesoscale (15–30 km) bands. The study demonstrates the ability of SWOT in measuring coastal and offshore sea-level variabilities at small temporal and spatial scales unachievable by conventional satellite altimetry. , Plain Language Summary The Surface Water and Ocean Topography (SWOT) wide-swath satellite altimetry mission measures sea surface height in a 120-km wide path. It had a 3-month phase in 2023, which collected data on a 2-km grid daily. Here we evaluate the accuracy of SWOT measurements for coastal sea level variability on Canada's west coast. The error between daily SWOT and coastal tide-gauge measurements is 5 cm. We also assess SWOT observations against glider measurements across spatial scales, showing that they agree to spatial scales as small as 30 km, with the former appearing capable of observing to the scale of 15 km. The present study demonstrates the ability of SWOT in measuring coastal and offshore sea-level variabilities at small temporal and spatial scales unachievable by conventional satellite altimetry. , Key Points The root-mean-square error in daily non-tidal surface water and ocean topography (SWOT) sea level anomalies are 5 cm (about 20% of the variance observed by tide gauges) SWOT spectral slopes agree with glider data to spatial scales as small as 30 km, with values close to the surface quasigeostrophy Daily SWOT altimetry is able to capture small-scale features to 2 days and 30 km (likely to as small as 15 km)","langid":"english","keywords":"cproofrefereed,jmkrefereed","bibtex":"@Article{\t hanetal26,\n Title\t\t= {Validation of 1-{{Day Repeat SWOT Measurements Against\n\t\t Tide}}-{{Gauge}} and {{Glider Data Off Canada}}'s {{West\n\t\t Coast}}},\n Author\t= {Han, Guoqi and Klymak, Jody M. and Ross, Tetjana and Chen,\n\t\t Nancy},\n Year\t\t= 2026,\n Journal\t= {Geophysical Research Letters},\n Volume\t= {53},\n Number\t= {8},\n Pages\t\t= {e2025GL119491},\n DOI\t\t= {10.1029/2025GL119491},\n URLDate\t= {2026-04-12},\n Abstract\t= {Abstract The Surface Water and Ocean Topography (SWOT)\n\t\t satellite observations are shown to agree well with tide\n\t\t gauge and underwater glider data in the Northeast Pacific.\n\t\t The SWOT mission measures sea surface height in a 120-km\n\t\t wide swath. It had a 1-day repeat cycle for 3~months in\n\t\t 2023. The daily SWOT Level-3, 2-km non-tidal data have a\n\t\t root-mean-square difference of 5~cm (about 20\\% of the\n\t\t total variance) from coastal tide-gauge data. Wavenumber\n\t\t spectra from SWOT observations show good agreement with\n\t\t those from glider steric heights for scales as small as\n\t\t 30~km. Spectral slopes in the eastern boundary current\n\t\t transition zone have values close to the surface\n\t\t quasigeostrophic theory across the mesoscale (30--250~km)\n\t\t and submesoscale (15--30~km) bands. The study demonstrates\n\t\t the ability of SWOT in measuring coastal and offshore\n\t\t sea-level variabilities at small temporal and spatial\n\t\t scales unachievable by conventional satellite altimetry. ,\n\t\t Plain Language Summary The Surface Water and Ocean\n\t\t Topography (SWOT) wide-swath satellite altimetry mission\n\t\t measures sea surface height in a 120-km wide path. It had a\n\t\t 3-month phase in 2023, which collected data on a 2-km grid\n\t\t daily. Here we evaluate the accuracy of SWOT measurements\n\t\t for coastal sea level variability on Canada's west coast.\n\t\t The error between daily SWOT and coastal tide-gauge\n\t\t measurements is 5~cm. We also assess SWOT observations\n\t\t against glider measurements across spatial scales, showing\n\t\t that they agree to spatial scales as small as 30~km, with\n\t\t the former appearing capable of observing to the scale of\n\t\t 15~km. The present study demonstrates the ability of SWOT\n\t\t in measuring coastal and offshore sea-level variabilities\n\t\t at small temporal and spatial scales unachievable by\n\t\t conventional satellite altimetry. , Key Points The\n\t\t root-mean-square error in daily non-tidal surface water and\n\t\t ocean topography (SWOT) sea level anomalies are 5~cm (about\n\t\t 20\\% of the variance observed by tide gauges) SWOT spectral\n\t\t slopes agree with glider data to spatial scales as small as\n\t\t 30~km, with values close to the surface quasigeostrophy\n\t\t Daily SWOT altimetry is able to capture small-scale\n\t\t features to 2~days and 30~km (likely to as small as 15~km)},\n langid\t= {english},\n Keywords\t= {cproofrefereed,jmkrefereed}\n}\n\n","author_short":["Han, G.","Klymak, J. 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