Published April 1, 2024 | Version v0.1.1
Software Open

Source Code for: A Framework for Automated Supraglacial Lake Detection and Depth Retrieval in ICESat-2 Photon Data Across the Greenland and Antarctic Ice Sheets

  • 1. Scripps Institution of Oceanography, UC San Diego
  • 2. Scripps Institution of Oceanography

Description

Preprint release of FLUID/SuRRF code for Automated Supraglacial Lake Detection and Depth Retrieval in ICESat-2 ATL03 Data across the ice sheets. This version includes a singularity container image for execution of the code. For more information, see the README file.

Files

fliphilipp/FLUIDSuRRF-code-v0.1.0.zip

Files (1.2 GB)

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Additional details

Additional titles

Subtitle (English)
fliphilipp/FLUIDSuRRF-code: v0.1.1

Related works

Funding

EXPLOITATION OF ICESAT-2'S UNIQUE CAPABILITIES AND MACHINE LEARNING FOR IMPROVED UNDERSTANDING OF MASS BALANCE PROCESSES ACROSS ALL ANTARCTIC ICE SHELVES 80NSSC20K1666
National Aeronautics and Space Administration
ICESat-2 Science Team: Studying three decades of mass balance processes of Antarctic ice shelves with ICESat-2, IceBridge, CryoSat-2 and earlier altimetry missions 80NSSC20K0977
National Aeronautics and Space Administration
ICESat-2 Science Team: Quantifying the processes affecting the buttressing capacity of East Antarctica's ice shelves with ICESat-2, CryoSat-2 and optical satellite imagery 80NSSC23K0934
National Aeronautics and Space Administration

Dates

Available
2024-04-01

Software

Repository URL
https://github.com/fliphilipp/FLUIDSuRRF-code/tree/v0.1.0
Programming language
Jupyter Notebook, Python, Shell, Singularity