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Article

Analysis of the Possibilities of Using Different Resolution Digital Elevation Models in the Study of Microrelief on the Example of Terrain Passability

by
Wojciech Dawid
* and
Krzysztof Pokonieczny
Faculty of Civil Engineering and Geodesy, Military University of Technology, 01-476 Warsaw, Poland
*
Author to whom correspondence should be addressed.
Remote Sens. 2020, 12(24), 4146; https://doi.org/10.3390/rs12244146
Submission received: 10 November 2020 / Revised: 14 December 2020 / Accepted: 16 December 2020 / Published: 18 December 2020
(This article belongs to the Special Issue Unmanned Aerial Vehicles for Photogrammetry)

Abstract

In this article, we discuss issues concerning the development of detailed passability maps, which are used in the crisis management process and for military purposes. The paper presents the authorial methodology of the automatic generation of these maps with the use of high-resolution digital elevation models (DEMs) acquired from airborne laser scanning (light detection and ranging (LIDAR)) and photogrammetric data obtained from unmanned aerial vehicle (UAV) measurements. The aim of the article is to conduct a detailed comparison of these models in the context of their usage in passability map development. The proposed algorithm of map generation was tested comprehensively in terms of the source of the used spatial data, the resolution, and the types of vehicles moving in terrain. Tests were conducted on areas with a diversified landform, with typical forms of relief that hinder vehicle movement (bluffs and streams). Due to the huge amount of data to be processed, the comprehensive analysis of the possibilities of using DEMs in different configurations of pixel size was executed. This allowed for decreasing the resolution of the model while maintaining the appropriate accuracy properties of the resulting passability map. The obtained results showed insignificant disparities between both sources of used DEMs and demonstrated that using the model with the 2.5 m pixel size did not significantly degrade the accuracy of the passability maps, which has a huge impact on their generation time.
Keywords: LIDAR; digital terrain model; maps of passability; UAV LIDAR; digital terrain model; maps of passability; UAV
Graphical Abstract

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MDPI and ACS Style

Dawid, W.; Pokonieczny, K. Analysis of the Possibilities of Using Different Resolution Digital Elevation Models in the Study of Microrelief on the Example of Terrain Passability. Remote Sens. 2020, 12, 4146. https://doi.org/10.3390/rs12244146

AMA Style

Dawid W, Pokonieczny K. Analysis of the Possibilities of Using Different Resolution Digital Elevation Models in the Study of Microrelief on the Example of Terrain Passability. Remote Sensing. 2020; 12(24):4146. https://doi.org/10.3390/rs12244146

Chicago/Turabian Style

Dawid, Wojciech, and Krzysztof Pokonieczny. 2020. "Analysis of the Possibilities of Using Different Resolution Digital Elevation Models in the Study of Microrelief on the Example of Terrain Passability" Remote Sensing 12, no. 24: 4146. https://doi.org/10.3390/rs12244146

APA Style

Dawid, W., & Pokonieczny, K. (2020). Analysis of the Possibilities of Using Different Resolution Digital Elevation Models in the Study of Microrelief on the Example of Terrain Passability. Remote Sensing, 12(24), 4146. https://doi.org/10.3390/rs12244146

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