Geologic Publications for Mount Rainier

Automated digital elevation model (DEM) generation from very-high-resolution Planet SkySat triplet stereo and video imagery

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Author(s): Shashank Bhushan, David E. Shean, Oleg Alexandrov, Scott Henderson

Category: PUBLICATION
Document Type:
Publisher: ISPRS Journal of Photogrammetry and Remote Sensing
Published Year: 2021
Volume: 173
Number:
Pages: 151 to 165
DOI Identifier: 10.1016/j.isprsjprs.2020.12.012
ISBN Identifier:
Keywords: photogrammetry stereo structure from motion (SfM) commercial satellite imagery smallsat cubesat

Abstract:
The Planet SkySat-C SmallSat constellation can acquire very high resolution (0.7 m to 0.9 m) triplet stereo and video imagery with short revisit times, providing an exciting opportunity for global, on-demand 3D mapping of dynamic surface features. However, a lack of suitable processing software, limited geolocation accuracy, and scene-to-scene offsets currently limit the potential for accurate SkySat digital elevation model (DEM) production. We developed an open-source workflow to refine the SkySat-C camera models and improve absolute image geolocation using external reference DEMs, without manual ground control point (GCP) selection. The refined camera models are used to generate accurate and self-consistent DEMs with 2-m posting and orthoimages at native resolution. We present sample DEM products for a triplet stereo collection over Mt. Rainier, USA and two video collections over Mt. St. Helen's, USA. The output DEMs display <1 to 2 m relative and <2 to 3 m absolute vertical accuracy when compared to DEMs generated with stereo image pairs acquired by the DigitalGlobe/Maxar WorldView satellites and airborne LiDAR. Differencing the two SkySat-C video DEMs over Mt. St. Helen’s shows elevation change of ~5 to 15 m due to melting of seasonal snow and glacier flow. Our workflow can be scaled for batch processing of SkySat stereo imagery, and extended to other frame camera systems with limited initial geolocation accuracy.

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Suggested Citations:
In Text Citation:
Bhushan and others (2021) or (Bhushan et al., 2021)

References Citation:
Bhushan, S., D.E. Shean, O. Alexandrov, and S. Henderson, 2021, Automated digital elevation model (DEM) generation from very-high-resolution Planet SkySat triplet stereo and video imagery: ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 173, pp. 151-165, doi: 10.1016/j.isprsjprs.2020.12.012.