Improving Surface Melt Estimation over Antarctica Using Deep Learning: A Proof-of-Concept over the Larsen Ice Shelf

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Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: Improving Surface Melt Estimation over Antarctica Using Deep Learning: A Proof-of-Concept over the Larsen Ice Shelf ; day:15 ; month:04 ; year:2021 ; pages:1-29 ; extent:29
The Cryosphere discussions ; (15.04.2021), 1-29 (gesamt 29)

Creator: Hu, Zhongyang
Kuipers Munneke, Peter
Lhermitte, Stef
Izeboud, Maaike
van den Broeke, Michiel

DOI: 10.5194/tc-2021-102

URN: urn:nbn:de:101:1-2021042205272696664499

Rights: Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 14.08.2025, 11:02 AM CEST

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Hu, Zhongyang
Kuipers Munneke, Peter
Lhermitte, Stef
Izeboud, Maaike
van den Broeke, Michiel

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Improving Surface Melt Estimation over Antarctica Using Deep Learning: A Proof-of-Concept over the Larsen Ice Shelf

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Other Objects (12)

Observationally constrained surface mass balance of Larsen C Ice Shelf, Antarctica

Observationally constrained surface mass balance of Larsen C ice shelf, Antarctica

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Evaporation over glacial lakes in Antarctica

Sentinel-3 Delay-Doppler altimetry over Antarctica

Sentinel-3 Delay-Doppler Altimetry over Antarctica

The influence of föhn winds on annual and seasonal surface melt on the Larsen C Ice Shelf, Antarctica

Glaciological history and structural evolution of the Shackleton Ice Shelf system, East Antarctica, over the past 60 years

Surface melt magnitude retrieval over Ross Ice Shelf, Antarctica using coupled MODIS near-IR and thermal satellite measurements

Large amplitude internal solitary waves over a shelf

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

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Observationally constrained surface mass balance of Larsen C ice shelf, Antarctica

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Evaporation over glacial lakes in Antarctica

Sentinel-3 Delay-Doppler altimetry over Antarctica

Sentinel-3 Delay-Doppler Altimetry over Antarctica

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Surface melt magnitude retrieval over Ross Ice Shelf, Antarctica using coupled MODIS near-IR and thermal satellite measurements

Large amplitude internal solitary waves over a shelf

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

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Observationally constrained surface mass balance of Larsen C ice shelf, Antarctica

Improving surface melt estimation over the Antarctic Ice Sheet using deep learning: a proof of concept over the Larsen Ice Shelf

Evaporation over glacial lakes in Antarctica

Sentinel-3 Delay-Doppler altimetry over Antarctica

Sentinel-3 Delay-Doppler Altimetry over Antarctica

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Glaciological history and structural evolution of the Shackleton Ice Shelf system, East Antarctica, over the past 60 years

Surface melt magnitude retrieval over Ross Ice Shelf, Antarctica using coupled MODIS near-IR and thermal satellite measurements

Large amplitude internal solitary waves over a shelf

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

Sensitivity of inverse glacial isostatic adjustment estimates over Antarctica

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