Modelled and Sentinel-1 detected firn aquifers areas in the Antarctic Peninsula
Creators
- 1. Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
- 2. Institute for Marine and Atmospheric Research, Department of Physics, Utrecht University, Utrecht, the Netherlands
- 3. Department of Geoscience & Remote Sensing, Delft University of Technology, Delft, the Netherlands
Description
FDM results: This dataset contains firn aquifer extent output from IMAU-FDM (Firn Densification Model), version v1.2A, for the Antarctic Peninsula on a 5.5 km grid. The dataset consists of maps of the extent of simulated seasonal aquifers in at least one year (2017-2020), perennial aquifers in at least on year (2017-2020), and perennial aquifers in all years (2018-2020). Further details are described in Buth et al. (2022).
Model adjustments and run were performed by Sanne B. M. Velduijsen.
S1 detection results: The GeoTIFF image is the result of the Sentinel-1 firn aquifer detection routine which makes use of the typical delayed increase of SAR backscatter after the peak melt season in case of an aquifer. The image has two bands per year (2017-2020), one containing the DOY80 parameter for the whole Antarctic Peninsula (excluding masked areas, see Buth et al, 2022), the other containing DOY80 only for detected aquifer areas, where it exceeds the threshold of DOY80=105. DOY80 here stands for the day of the year at which 80% of the September Sentinel-1 HH backscatter is reached. Further details are described in Buth et al. (2022).
S1 aquifer detection was performed by Lena G. Buth, using the Python API of the Google Earth Engine. The associated code is available as a GitLab project: https://gitlab.awi.de/lenbuth/tc-aquifers
Files
S1_DOY80_Aquifers_2017-2020.tif
Files
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Additional details
References
- Buth, Lena G. (2022, submitted to The Cryosphere): Sentinel-1 detection of seasonal and perennial firn aquifers in the Antarctic Peninsula