SMOS-derived Antarctic thin sea-ice thickness: data description and validation in the Weddell Sea
Accurate satellite measurements of the thickness of Antarctic sea ice are urgently needed but pose a particular challenge. The Antarctic data presented here were produced using a method to derive the sea-ice thickness from 1.4 GHz brightness temperatures previously developed for the Arctic, with onl...
| Main Authors: | , , , |
|---|---|
| Format: | Text |
| Language: | English |
| Published: |
2023
|
| Subjects: | |
| Online Access: | https://doi.org/10.5194/essd-2023-326 https://essd.copernicus.org/preprints/essd-2023-326/ |
| Summary: | Accurate satellite measurements of the thickness of Antarctic sea ice are urgently needed but pose a particular challenge. The Antarctic data presented here were produced using a method to derive the sea-ice thickness from 1.4 GHz brightness temperatures previously developed for the Arctic, with only modified auxiliary data. The ability to detect thin sea- ice thicknesses using this method is limited to cold conditions, meaning it is only possible during the freezing period, typically March to October. The SMOS level 3 sea-ice thickness product contains estimates of the sea-ice thickness and its uncertainty up to a thickness of about 1 m. The sea-ice thickness is provided as daily average on a polar stereographic projection grid with a sample resolution of 12.5 km, while the SMOS brightness temperature data used has a footprint size of about 35–40 km in diameter. Data from SMOS have been available since 2010, and the mission’s operation has been extended to continue until at least the end of 2025. Here we compare two versions of the SMOS Antarctic sea-ice thickness product which are based on different level 1 input data (v32 based on SMOS L1C v620, and v33 based on SMOS L1C 724). A validation is performed to have a first baseline reference for future improvements of the retrieval algorithm and synergies with other sensors. Sea-ice thickness measurements to validate the SMOS product are particularly rare in Antarctica, especially during the winter season and for the valid range of thicknesses. From the available validation measurements, we selected datasets from the Weddell Sea that have varying degrees of representativeness: Helicopter-based EM Bird (HEM), Surface and Under-Ice Trawl (SUIT), and stationary Upward-Looking Sonars (ULS). While the helicopter can measure hundreds of kilometers, the SUIT’s use is limited to distances of a few kilometers and thus only captures a small fraction of an SMOS footprint. Compared to SMOS, the ULS are point measurements and multi-year time series are necessary to enable a ... |
|---|