Filtering DSM extraction from Worldview-3 images to DTM using open source software

Rokhmana, Catur Aries and Sastra, Ahmad Ridho (2020) Filtering DSM extraction from Worldview-3 images to DTM using open source software. In: 5th International Conferences of Indonesian Society for Remote Sensing, ICOIRS 2019 and and Indonesian Society for Remote Sensing Congress, 17 September 2019, Bandung.

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Abstract

Today, the Indonesia one map policy has encouraged for producing maps up to scale 1/5.000 - 1/10.000. Therefore, all efforts to accelerate large-scale map production are still needed. One of the challenges is for producing DEM (Digital Elevation Model). DEM data extraction from high-resolution optical satellite imagery is an efficient choice for the production of large-area DEM. This study uses Worldview 3 stereo ready images for DSM (Digital Surface Model) Extraction. Although the DSM data have a high resolution 30cm x 30cm, unfortunately, the DEM extraction techniques from optical images produce DSM (Digital Surface Model) data instead of DTM. While topographic maps generally use DTM data instead of DSM. So, the goal of this study is to use an appropriate procedures method in Open-Source (OS) software towards the generation of Bare-Earth data by filtering DSM. The OS software is SAGA-GIS that it is can be used for any point cloud data. The quality of DTM generated by SAGA-GIS is evaluated by visual interpretation from Worldview 3 orthoimage itself. A good filtering result will remove the non-terrain point. Some independent check point used to evaluate the error in elevation. The error in elevation still less than 2 pixels. Final product is a high resolution DTM which has 30cm × 30cm grid spacing.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Library Dosen
Uncontrolled Keywords: Data mining; Extraction; Geographic information systems; Geometrical optics; Maps; Open systems; Quality control; Remote sensing; Satellite imagery; Stereo image processing; Surveying; Digital elevation model; Digital surface models; High resolution; Independent check points; Optical satellite imagery; Point cloud data; Topographic map; Visual interpretation; Open source software
Subjects: T Technology > T Technology (General)
Divisions: Faculty of Engineering > Geodetic Engineering Department
Depositing User: Sri JUNANDI
Date Deposited: 25 Feb 2025 03:53
Last Modified: 25 Feb 2025 03:53
URI: https://ir.lib.ugm.ac.id/id/eprint/14244

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