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SCI-Expanded JCR Q1 Özgün Makale Scopus
Improving the Spatial Accuracy of UAV Platforms Using Direct Georeferencing Methods: An Application for Steep Slopes
Remote Sensing 2023 Cilt 15 Sayı 10
Scopus Eşleşmesi Bulundu
7
Atıf
15
Cilt
🔓
Açık Erişim
Scopus Yazarları: Selim Taşkaya, Ismail Elkhrachy, Paolo Tarolli, Mustafa Zeybek
Özet
The spatial accuracy of unmanned aerial vehicles (UAVs) and the images they capture play a crucial role in the mapping process. Researchers are exploring solutions that use image-based techniques such as structure from motion (SfM) to produce topographic maps using UAVs while accessing locations with extremely high accuracy and minimal surface measurements. Advancements in technology have enabled real-time kinematic (RTK) to increase positional accuracy to 1–3 times the ground sampling distance (GSD). This paper focuses on post-processing kinematic (PPK) of positional accuracy to achieve a GSD or better. To achieve this, precise satellite orbits, clock information, and UAV global navigation satellite system observation files are utilized to calculate the camera positions with the highest positional accuracy. RTK/PPK analysis is conducted to improve the positional accuracies obtained from different flight patterns and altitudes. Data are collected at altitudes of 80 and 120 meters, resulting in GSD values of 1.87 cm/px and 3.12 cm/px, respectively. The evaluation of ground checkpoints using the proposed PPK methodology with one ground control point demonstrated root mean square error values of 2.3 cm (horizontal, nadiral) and 2.4 cm (vertical, nadiral) at an altitude of 80 m, and 1.4 cm (horizontal, oblique) and 3.2 cm (vertical, terrain-following) at an altitude of 120 m. These results suggest that the proposed methodology can achieve high positional accuracy for UAV image georeferencing. The main contribution of this paper is to evaluate the PPK approach to achieve high positional accuracy with unmanned aerial vehicles and assess the effect of different flight patterns and altitudes on the accuracy of the resulting topographic maps.
Anahtar Kelimeler (Scopus)
accuracy assessment checkpoint direct georeferencing GNSS ground control point PPK RTK UAV

Anahtar Kelimeler

accuracy assessment checkpoint direct georeferencing GNSS ground control point PPK RTK UAV

Makale Bilgileri

Dergi Remote Sensing
ISSN 2072-4292
Yıl 2023 / 5. ay
Cilt / Sayı 15 / 10
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks SCI-Expanded
JCR Quartile Q1
TEŞV Puanı 81,00
Yayın Dili İngilizce
Kapsam Uluslararası
Toplam Yazar 4 kişi
Erişim Türü Basılı+Elektronik
Erişim Linki Makaleye Git
Alan Mühendislik Temel Alanı Harita Mühendisliği Ölçme Tekniği Uzaktan Algılama Fotogrametri

YÖKSİS Yazar Kaydı

Yazar Adı ZEYBEK MUSTAFA, TAŞKAYA SELİM, Elkhrachy Ismail, Tarolli Paolo
YÖKSİS ID 7108632

Metrikler

Scopus Atıf 7
JCR Quartile Q1
TEŞV Puanı 81,00
Yazar Sayısı 4