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Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes

Yıl 2021, Cilt: 5 Sayı: 1, 35 - 40, 01.01.2021
https://doi.org/10.31127/tuje.653631

Öz

Unmanned Aerial Vehicles (UAVs), which can carry a variety of payloads, and be operated automatically or manually with ground control stations. Nowadays, UAVs can make photogrammetric flight plans and obtain photogrammetric data with existing sensor systems. Automatic data acquisition processes provide lower cost, and high spatial and temporal resolution images in a short period of time compared to other measurement methods. As a result, orthomosaics, dense point clouds and digital surface models (DSMs) are produced and these UAV-derived data are used in various disciplines such as constructions, geomatics, earth sciences, etc. In this study, the same flight plans were realized with an UAV at different altitudes and all aerial images were obtained with the same integrated digital camera. As a result of the processing of images acquired from different altitudes, orthomosaics, DSMs and point cloud were produced. In this study, it is aimed to compare the length, areal and volumetric differences of a small geostationary object. Ground control points (GCPs), which were collected by RTK-GPS (Real-Time Kinematic) in conjunction with the flight integrated into data production process in order to highly accurate product. Ultimately, cross-correlation has been done with the produced data and the terrestrial measurement. Results show that the dimension of the object depend on the flight altitude as expected, however the volumetric changes vary due to the uncertainties in the raw point cloud data. 

Destekleyen Kurum

Yildiz Technical University

Proje Numarası

FDK-2019-3552

Kaynakça

  • Ab Rahman A A, Abdul Maulud K N, Mohd F A, Jaafar O & Tahar K N (2017). Volumetric calculation using low cost unmanned aerial vehicle (UAV) approach. IOP Conference Series: Materials Science and Engineering, 270. DOI: 10.1088/1757-899X/270/1/012032.
  • Akar A (2017). Evaluation of accuracy of DEMs obtained from UAV-point clouds for different topographical areas. International Journal of Engineering and Geosciences, 2(3), 110-117. DOI: 10.26833/ijeg.329717
  • Akay S.S. and Ozcan O. (2017). Volumetric Comparison of Uav-Based Point Clouds Generated from Various Softwares. International Symposium on GIS Applications in Geography and Geosciences, Çanakkale, Turkey, 240, ISBN : 978-605-4222-54-4.
  • Eltner A, Kaiser A, Abellan A & Schindewolf M (2017). Time Lapse Structure-From-Motion Photogrammetry for Continuous Geomorphic Monitoring. Earth Surface Processes and Landforms, 42(14), 2240–2253, DOI: 10.1088/1757-899X/270/1/012032.
  • Ozcan O & Akay S S (2018a). Modeling Morphodynamic Processes in Meandering Rivers with UAV-Based Measurements. International Geoscience and Remote Sensing Symposium, Valencia, Spain, 7886-7889 DOI: 10.1109/IGARSS.2018.8518221
  • Ozcan O & Akay S S (2018b). Monitoring Hydromorphological Changes in Meandering Rivers via Multi-Temporal UAV-Based Measurements. AGU Fall Meeting, 10-14 December 2018, DOI: 10.13140/RG.2.2.10156.10886.
  • Pérez M, Agüera F & Carvajal F (2013). Low Cost Surveying Using an Unmanned Aerial Vehicle. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-1/W2, DOI:10.5194/isprsarchives-XL-1-W2-311-2013.
  • Pix4D Support (2020), https://support.pix4d.com/hc/en-us/articles/203604125-How-are-the-GCP-Errors-defined-in-the-Quality-Report. Accessed date: 20 January 2020
  • Psirofonia P, Samaritakis V, Eliopoulos P & Potamitis I (2017). Use of Unmanned Aerial Vehicles for Agricultural Applications with Emphasis on Crop Protection: Three Novel Case-studies. International Journal of Agricultural Science and Technology, 5(1), 30-39. DOI: 10.12783/ijast.2017.0501.03.
  • Rusnák M, Sládek J, Kidová A & Lehotsky M (2018). Template for High-Resolution River Landscape Mapping Using UAV Technology. Measurement, 115, 139-151, DOI: 10.1016/j.measurement.2017.10.023.
  • Şasi A & Yakar M (2018). Photogrammetric modelling of Hasbey Dar'ülhuffaz (Masjid) using an unmanned aerial vehicle. International Journal of Engineering and Geosciences, 3(1), 006-011. DOI:10.26833/ijeg.328919.
  • Snavely N, Seitz S M & Szeliski R (2008). Modeling the World from Internet Photo Collections. International Journal of Computer Vision, 80(2), 189–210. DOI:10.1007/s11263-007-0107-3.
  • Stalin J.L & Gnanaprakasam R (2017). Volume Calculation from UAV based DEM. International Journal of Engineering Research & Technology (IJERT), 6(6), 126-128. DOI: 10.17577/IJERTV6IS060076.
  • Tampubolon W & Reinhardt W (2015). UAV data processing for rapid mapping activities. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-3/W3, 371-377. DOI: 10.5194/isprsarchives-XL-3-W3-371-2015.
  • Thumser P, Kuzovlev V V, Zhenikov K Y, Zhenikov Y N, Boschi M, Boschi P & Schletterer M (2017). Using structure from motion (SfM) technique for the characterisation of riverine systems - Case study in The Headwaters of the Volga River. Geography Environment Sustainability, 10(3), 31-43. DOI: 10.24057/2071-9388-2017-10-3-31-43.
  • Ulvi A & Toprak A S (2016). Investigation of Three-Dimensional Modelling Availability Taken Photograph of the Unmanned Aerial Vehicle; Sample of Kanlidivane Church. International Journal of Engineering and Geosciences, 1(1), 1-7, DOI:10.26833/ijeg.285216.
  • Ulvi A (2018). Analysis of the utility of the unmanned aerial vehicle (UAV) in volume calculation by using photogrammetric techniques. International Journal of Engineering and Geosciences, 3(2), 043-049. DOI:10.26833/ijeg.377080.
Yıl 2021, Cilt: 5 Sayı: 1, 35 - 40, 01.01.2021
https://doi.org/10.31127/tuje.653631

Öz

Proje Numarası

FDK-2019-3552

Kaynakça

  • Ab Rahman A A, Abdul Maulud K N, Mohd F A, Jaafar O & Tahar K N (2017). Volumetric calculation using low cost unmanned aerial vehicle (UAV) approach. IOP Conference Series: Materials Science and Engineering, 270. DOI: 10.1088/1757-899X/270/1/012032.
  • Akar A (2017). Evaluation of accuracy of DEMs obtained from UAV-point clouds for different topographical areas. International Journal of Engineering and Geosciences, 2(3), 110-117. DOI: 10.26833/ijeg.329717
  • Akay S.S. and Ozcan O. (2017). Volumetric Comparison of Uav-Based Point Clouds Generated from Various Softwares. International Symposium on GIS Applications in Geography and Geosciences, Çanakkale, Turkey, 240, ISBN : 978-605-4222-54-4.
  • Eltner A, Kaiser A, Abellan A & Schindewolf M (2017). Time Lapse Structure-From-Motion Photogrammetry for Continuous Geomorphic Monitoring. Earth Surface Processes and Landforms, 42(14), 2240–2253, DOI: 10.1088/1757-899X/270/1/012032.
  • Ozcan O & Akay S S (2018a). Modeling Morphodynamic Processes in Meandering Rivers with UAV-Based Measurements. International Geoscience and Remote Sensing Symposium, Valencia, Spain, 7886-7889 DOI: 10.1109/IGARSS.2018.8518221
  • Ozcan O & Akay S S (2018b). Monitoring Hydromorphological Changes in Meandering Rivers via Multi-Temporal UAV-Based Measurements. AGU Fall Meeting, 10-14 December 2018, DOI: 10.13140/RG.2.2.10156.10886.
  • Pérez M, Agüera F & Carvajal F (2013). Low Cost Surveying Using an Unmanned Aerial Vehicle. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-1/W2, DOI:10.5194/isprsarchives-XL-1-W2-311-2013.
  • Pix4D Support (2020), https://support.pix4d.com/hc/en-us/articles/203604125-How-are-the-GCP-Errors-defined-in-the-Quality-Report. Accessed date: 20 January 2020
  • Psirofonia P, Samaritakis V, Eliopoulos P & Potamitis I (2017). Use of Unmanned Aerial Vehicles for Agricultural Applications with Emphasis on Crop Protection: Three Novel Case-studies. International Journal of Agricultural Science and Technology, 5(1), 30-39. DOI: 10.12783/ijast.2017.0501.03.
  • Rusnák M, Sládek J, Kidová A & Lehotsky M (2018). Template for High-Resolution River Landscape Mapping Using UAV Technology. Measurement, 115, 139-151, DOI: 10.1016/j.measurement.2017.10.023.
  • Şasi A & Yakar M (2018). Photogrammetric modelling of Hasbey Dar'ülhuffaz (Masjid) using an unmanned aerial vehicle. International Journal of Engineering and Geosciences, 3(1), 006-011. DOI:10.26833/ijeg.328919.
  • Snavely N, Seitz S M & Szeliski R (2008). Modeling the World from Internet Photo Collections. International Journal of Computer Vision, 80(2), 189–210. DOI:10.1007/s11263-007-0107-3.
  • Stalin J.L & Gnanaprakasam R (2017). Volume Calculation from UAV based DEM. International Journal of Engineering Research & Technology (IJERT), 6(6), 126-128. DOI: 10.17577/IJERTV6IS060076.
  • Tampubolon W & Reinhardt W (2015). UAV data processing for rapid mapping activities. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-3/W3, 371-377. DOI: 10.5194/isprsarchives-XL-3-W3-371-2015.
  • Thumser P, Kuzovlev V V, Zhenikov K Y, Zhenikov Y N, Boschi M, Boschi P & Schletterer M (2017). Using structure from motion (SfM) technique for the characterisation of riverine systems - Case study in The Headwaters of the Volga River. Geography Environment Sustainability, 10(3), 31-43. DOI: 10.24057/2071-9388-2017-10-3-31-43.
  • Ulvi A & Toprak A S (2016). Investigation of Three-Dimensional Modelling Availability Taken Photograph of the Unmanned Aerial Vehicle; Sample of Kanlidivane Church. International Journal of Engineering and Geosciences, 1(1), 1-7, DOI:10.26833/ijeg.285216.
  • Ulvi A (2018). Analysis of the utility of the unmanned aerial vehicle (UAV) in volume calculation by using photogrammetric techniques. International Journal of Engineering and Geosciences, 3(2), 043-049. DOI:10.26833/ijeg.377080.
Toplam 17 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Articles
Yazarlar

Semih Sami Akay 0000-0002-7367-8555

Orkan Ozcan 0000-0002-7485-6157

Füsun Balık Şanlı 0000-0003-1243-8299

Bülent Bayram 0000-0002-4248-116X

Tolga Görüm 0000-0001-9407-7946

Proje Numarası FDK-2019-3552
Yayımlanma Tarihi 1 Ocak 2021
Yayımlandığı Sayı Yıl 2021 Cilt: 5 Sayı: 1

Kaynak Göster

APA Akay, S. S., Ozcan, O., Balık Şanlı, F., Bayram, B., vd. (2021). Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes. Turkish Journal of Engineering, 5(1), 35-40. https://doi.org/10.31127/tuje.653631
AMA Akay SS, Ozcan O, Balık Şanlı F, Bayram B, Görüm T. Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes. TUJE. Ocak 2021;5(1):35-40. doi:10.31127/tuje.653631
Chicago Akay, Semih Sami, Orkan Ozcan, Füsun Balık Şanlı, Bülent Bayram, ve Tolga Görüm. “Assessing the Spatial Accuracy of UAV-Derived Products Based on Variation of Flight Altitudes”. Turkish Journal of Engineering 5, sy. 1 (Ocak 2021): 35-40. https://doi.org/10.31127/tuje.653631.
EndNote Akay SS, Ozcan O, Balık Şanlı F, Bayram B, Görüm T (01 Ocak 2021) Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes. Turkish Journal of Engineering 5 1 35–40.
IEEE S. S. Akay, O. Ozcan, F. Balık Şanlı, B. Bayram, ve T. Görüm, “Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes”, TUJE, c. 5, sy. 1, ss. 35–40, 2021, doi: 10.31127/tuje.653631.
ISNAD Akay, Semih Sami vd. “Assessing the Spatial Accuracy of UAV-Derived Products Based on Variation of Flight Altitudes”. Turkish Journal of Engineering 5/1 (Ocak 2021), 35-40. https://doi.org/10.31127/tuje.653631.
JAMA Akay SS, Ozcan O, Balık Şanlı F, Bayram B, Görüm T. Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes. TUJE. 2021;5:35–40.
MLA Akay, Semih Sami vd. “Assessing the Spatial Accuracy of UAV-Derived Products Based on Variation of Flight Altitudes”. Turkish Journal of Engineering, c. 5, sy. 1, 2021, ss. 35-40, doi:10.31127/tuje.653631.
Vancouver Akay SS, Ozcan O, Balık Şanlı F, Bayram B, Görüm T. Assessing the spatial accuracy of UAV-derived products based on variation of flight altitudes. TUJE. 2021;5(1):35-40.
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