Validation of Arctic Summer Sea Ice Heights with Space and Airborne Lidar Technologies
Bureau of Economic Geology via YouTube
Overview
Syllabus
Intro
Motivation - Science questions
Introduction Materials
NASA's LVIS
Leica Chiroptera-4X (CHIR) airborne lidar system
Survey aircraft: N95NA - Gulfstream GV-5
Project challenges
Airborne missions
Thule AB ramp - slant range calibration
Height comparison - QC methodology
Geophysical models applied
Sea ice drift: [Observed wind speed]
Sea ice drift calculation
Sea ice drift vector computation [Copernicus ISO SAF - radar & InSAR]
[WIP] Machine learning: Predict missing coincident sea ice heights
[WIP]: Automated melt ponds feature detection and depth analysis
Taught by
Bureau of Economic Geology