Research Article

Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)

Volume: 7 Number: 2 December 29, 2025
EN

Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)

Abstract

The increasing use of Unmanned Aerial Vehicles (UAVs) in mapping and surveying has necessitated a comprehensive understanding of their vertical accuracy performance. The use of UAVs in mapping projects has rapidly expanded due to their efficiency, cost-effectiveness, and high spatial resolution. Vertical accuracy, a critical criterion for UAV-derived Digital Elevation Models (DEMs) and orthophotos, influences their use in applications such as cadastral map production, environmental monitoring and infrastructure inspection, and digital elevation model production. Factors affecting vertical accuracy include sensor resolution, ground control point (GCP) distribution, and flight altitude. This study provides valuable information for professional UAV practitioners seeking to optimize vertical accuracy in photogrammetric projects and photogrammetric workflows. This article examines recent developments in vertical accuracy studies in UAV photogrammetry worldwide, analyzing the factors affecting accuracy, survey methodologies, and comparative performance in different geographic regions. A comprehensive table combining vertical Root Mean Square Error (RMSE) values from multiple studies highlights trends and challenges. Recommendations for optimizing vertical accuracy in UAV mapping are also provided.

Keywords

Ethical Statement

The authors declare no conflicts of interest.

References

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  3. Unal, M., Yakar, M., & Yildiz, F. (2004, July). Discontinuity surface roughness measurement techniques and the evaluation of digital photogrammetric method. In Proceedings of the 20th international congress for photogrammetry and remote sensing, ISPRS (Vol. 1103, p. 1108).
  4. Ünel, F. B., Kuşak, L., Çelik, M., Alptekin, A., & Yakar, M. (2020). Kıyı çizgisinin belirlenerek mülkiyet durumunun incelenmesi. Türkiye Arazi Yönetimi Dergisi, 2(1), 33-40.
  5. Yakar, M., Orhan, O., Ulvi, A., Yiğit, A. Y., & Yüzer, M. M. (2015). Sahip Ata Külliyesi Rölöve Örneği. TMMOB Harita ve Kadastro Mühendisleri Odası, 10.
  6. Mohammed, O., & Yakar, M. (2016). Yersel fotogrametrik yöntem ile ibadethanelerin modellenmesi. Selcuk University Journal of Engineering Sciences, 15(2), 85-95.
  7. Yılmaz, H. M., & Yakar, M. (2006). Lidar (Light Detection And Ranging) Tarama Sistemi. Yapı Teknolojileri Elektronik Dergisi, 2(2), 23-33..
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Details

Primary Language

English

Subjects

Photogrammetry and Remote Sensing

Journal Section

Research Article

Early Pub Date

December 29, 2025

Publication Date

December 29, 2025

Submission Date

October 5, 2025

Acceptance Date

October 25, 2025

Published in Issue

Year 2025 Volume: 7 Number: 2

APA
Yılmaz, H. M., & Yakar, M. (2025). Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs). Mersin Photogrammetry Journal, 7(2), 71-80. https://doi.org/10.53093/mephoj.1797385
AMA
1.Yılmaz HM, Yakar M. Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs). Mersin Photogrammetry Journal. 2025;7(2):71-80. doi:10.53093/mephoj.1797385
Chicago
Yılmaz, Hacı Murat, and Murat Yakar. 2025. “Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)”. Mersin Photogrammetry Journal 7 (2): 71-80. https://doi.org/10.53093/mephoj.1797385.
EndNote
Yılmaz HM, Yakar M (December 1, 2025) Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs). Mersin Photogrammetry Journal 7 2 71–80.
IEEE
[1]H. M. Yılmaz and M. Yakar, “Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)”, Mersin Photogrammetry Journal, vol. 7, no. 2, pp. 71–80, Dec. 2025, doi: 10.53093/mephoj.1797385.
ISNAD
Yılmaz, Hacı Murat - Yakar, Murat. “Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)”. Mersin Photogrammetry Journal 7/2 (December 1, 2025): 71-80. https://doi.org/10.53093/mephoj.1797385.
JAMA
1.Yılmaz HM, Yakar M. Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs). Mersin Photogrammetry Journal. 2025;7:71–80.
MLA
Yılmaz, Hacı Murat, and Murat Yakar. “Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs)”. Mersin Photogrammetry Journal, vol. 7, no. 2, Dec. 2025, pp. 71-80, doi:10.53093/mephoj.1797385.
Vancouver
1.Hacı Murat Yılmaz, Murat Yakar. Vertical Accuracy Studies for Unmanned Aerial Vehicles (UAVs). Mersin Photogrammetry Journal. 2025 Dec. 1;7(2):71-80. doi:10.53093/mephoj.1797385