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