Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
versions View all 3 versions
addClaim

Planet4Stereo: A photogrammetric open source pipeline for generating digital elevation models for glacier change detection using low-cost PlanetScope satellite data

Authors: Elias, Melanie; Isfort, Steffen; Maas, Hans-Gerd;

Planet4Stereo: A photogrammetric open source pipeline for generating digital elevation models for glacier change detection using low-cost PlanetScope satellite data

Abstract

This repository contains the processed digital elevation models (DEMs) derived from PlanetScope data, as well as the validation results of these models, associated with the paper "Planet4Stereo: A Photogrammetric Open-Source Pipeline for Generating Digital Elevation Models for Glacier Change Detection Using Low-Cost PlanetScope Satellite Data." Repository Structure launch_planet4stereo.json: A parameter file that can be used in Visual Studio Code to execute a Python script with predefined arguments. Users only need to update the file paths to the relevant datasets in order to reproduce the results presented in the paper. Since the same parameter settings were applied to the processing of DEMs for both the Shisper Glacier and the southern Smørstabb Massif (Bøverbrean Glacier), only a single template is provided. [shi_2017_overlap_10_converg_4.0_map, shi_2019_overlap_10_converg_4.0_map, bov_2021_overlap_10_converg_4.0_map].zip:Archives containing the processed DEMs derived from PlanetScope data. Each archive is structured as follows: demcoreg_eval/: Directory containing the coregistration and validation results: eval_area/: aoi: Directory containing the shapefile defining the area of interest (AOI), representing the actual processed extent of the terrain model. compare_mask: Directory containing the shapefile delineating the masked area used for the difference of DEMs (DoD) calculation, which serves to evaluate the PlanetScope DEM against a validation DEM. results/: Results of the DoD analysis, including the prior co-registration of the PlanetScope DEM with the validation DEM using demcoreg (Shean et al., 2016). planet4stereo_bba_logs/: Anonymized log files from the Ames Stereo Pipeline (ASP) used within Planet4Stereo for RPC bias correction via bundle-block adjustment. planet4stereo_out/: Processed DEMs, hillshade visualizations, orthophotos, and an error map indicating the reliability of triangulation for each raster cell in the final DEM. pss_outlines_shp/: Due to licensing restrictions, the commercial PlanetScope scenes used to generate the DEMs cannot be shared. However, this directory contains shapefiles outlining the footprints of the respective scenes, named according to their unique identifiers, allowing users to assess the acquisition geometry without access to the original imagery. change_detection.zip: Directory containing the change detection results: cd_shisper_PSS2017_PSS2019/: compare_mask: Directory containing the shapefile delineating the masked area used for the difference of DEMs (DoD) calculation in the scope of change detection. profile: Directory containing the shapefile that provides a polyline close to the glacier center line to further investigate changes as profile measurement cd_boverbrean_NDH2013_PSS2021/: compare_mask: Directory containing the shapefile delineating the masked area used for the difference of DEMs (DoD) calculation in the scope of change detection. The Python scripts used for running validation and change detection are provided in github: https://github.com/mel-ias/pss_dem_validation https://github.com/mel-ias/pss_change_detection

Related Organizations
  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Related to Research communities