Validation of Unmanned Aerial Vehicle Photogrammetry for Landslide Mapping

Open

Muhammad Mukhlisin, Hany Windri Astuti, Eni Dwi Wardihani, Rini Kusumawardani, Bambang Supriyo

2024 International Journal on Advanced Science, Engineering and Information Technology Vol. 14 Issue 1 Article Cited by 0 SDG 11SDG 13 Quartile

Abstract

Unmanned Aerial Vehicle (UAV) photogrammetry offers quick and effective landslide monitoring. UAV named Polines 01-GD has been developed for photogrammetry. The UAV is designed flexibly in its gimbal to change the camera accordingly. However, UAV validation is needed to evaluate the quality of the device. This study aims to validate the performance of UAV Polines 01-GD for photogrammetry from quantitative and qualitative analysis. The quantitative analysis was performed by RMSE and area accuracy in m2 with the reference DJI Phantom 4 Pro. Meanwhile, the qualitative analysis was done using the DEM (Digital Elevation Model) result. 3D Ground Control Points (GCPs) size 2 m x 2 m were used and placed in the landslide area, UNNES park, Semarang. The camera assembled for an experiment in Polines 01-GD is GoPro Hero 3. The results show that the RMSE of Polines 01-GD is 0,0000234193, and the area accuracy to the real measurement of GCP is 97,8%. The results of landslide indicated by the data was taken in March 2022 compared to the first flight on August 2021, showing landslides in 79.4 m and 60.3 m. Even so, the DEM of DJI Phantom 4 Pro result is clearer than Polines 01-GD. In conclusion, UAV Polines 01-GD can be used for photogrammetry. However, the flight time can be a challenge for future research as Polines 01-GD can only fly in 15 minutes, which is half of DJI Phantom 4 Pro. © IJASEIT is licensed under a Creative Commons Attribution-Share Alike 4.0 International License.

Affiliations

Department of Civil Engineering, Politeknik Negeri Semarang, Jl. Prof. Soedarto, S.H, Tembalang, Semarang, 50275, Indonesia; Department of Electrical Engineering, Politeknik Negeri Semarang, Jl. Prof. Soedarto, S.H, Tembalang, Semarang, 50275, Indonesia; Department of Civil Engineering, Universitas Negeri Semarang, Sekaran, Gunung Pati, Semarang, 50229, Indonesia

Research at a Glance

Premium content — register to unlock

Research at a Glance

Register to unlock

Topics & SDG Alignment

Premium content — register to unlock

Topics & SDG Alignment

Register to unlock

Collaboration

Premium content — register to unlock

Collaboration

Register to unlock

Author Profile (Selected)

Premium content — register to unlock

Author Profile (Selected)

Register to unlock

References Overview

Premium content — register to unlock

References Overview

Register to unlock

Journal & Source

Premium content — register to unlock

Journal & Source

Register to unlock

Metadata & Integrity

Premium content — register to unlock

Metadata & Integrity

Register to unlock