Abstract
Gokturk-2 is the third Earth observation (EO) satellite of Turkey and acquires high-resolution panchromatic (2.5 m) and multispectral images (5 m) from its near-polar orbit at a nominal altitude of 685 km from the Earth. The push broom scanner mounted on the satellite can obtain both mono and stereo images. Images of Gokturk-2 can be used in many application fields both for defense and civilian use, such as environment and city planning, geology, agriculture, and forestry. The purpose of this study is to evaluate the radiometric and geometric quality of Gokturk-2 stereo images acquired from panchromatic band and the digital surface model (DSM) generation capability from these images. The Gokturk-2 stereo images used in this study have been acquired over a test area located near Kesan town of Edirne Province in Turkey in May 2017. Initially, the radiometric quality has been investigated by statistical analysis of the histogram, noise estimation on homogeneous surfaces, and visual checks. The image orientation has been performed by polynomial modeling of the image trajectories using a number of ground control points (GCPs) extracted from road intersections in cadastral maps. The image orientation accuracy obtained using the GCPs is around 5.4 pixels in planimetry and 4.5 pixels in height for this stereopair. The DSM has been generated with dense feature point matching using normalized cross-correlation. The quality of the generated DSM has been assessed by comparison with a reference digital terrain model (DTM) data in open terrain areas. The results show that despite the inferior image orientation accuracy and radiometric problems, DSMs can be generated with sufficient accuracy especially in open terrain. Major problems occur in forests and also in areas with rugged topography.
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References
Atak O, Erdoğan M, Yılmaz A (2015) Gokturk-2 Uydu Görüntü Testleri. Harita Dergisi 153:18–33
Baltsavias EP, Pateraki M, Zhang L (2001) Radiometric and geometric evaluation of IKONOS Geo images and their use for 3D building modeling. Joint ISPRS Workshop on High Resolution Mapping from Space 2001, Hannover, Germany, 19–21 September
Baltsavias E, Kocaman S, Wolff K (2008) Analysis of Cartosat-1 images regarding image quality, 3D point measurement and DSM generation. Photogramm Rec 23(123):305–322. https://doi.org/10.1111/j.1477-9730.2008.00492.x
Cinar E (2014) GOKTURK-2 Uydu Sisteminin Operasyonel Kabiliyetleri. Oral presentation at Yer Gözlem Uydu Teknolojileri ve Veri Kıymetlendirme Çalıştayı, 19–20 March, Ankara, Turkey
CloudCompare (2017) Users manual 2.1 Retrieved September 27, from http://www.danielgm.net/cc/doc/qCC/Documentation_CloudCompare_version_2_1_eng.pdf
Gazel E, Seyfeli S, Kocaman S, Gruen A, Troyer M (2018) Gokturk-2 ve Pleiades Goruntulerinin Kalitesinin Incelenmesi. UzalCBS Conference, 18–21 September, Eskisehir, Turkey (accepted for publication)
Gruen A, Zhang L (2003) Sensor modeling for aerial triangulation with three-line-scanner (TLS) imagery. Journal of Photogrammetrie, Fernerkundung, Geoinformation (PFG) 2003(2):85–98
Hexagon Geospatial (2018) ERDAS Imagine, Retrieved August 13, from https://hexagongeospatial.fluidtopics.net/search/all?filters=HGD_Product~%2522ERDAS+IMAGINE%2522
Kalkan K., Filiz, BG, Özer O, Teke M (2015) Vegetation discrimination analysis from Göktürk-2 imagery. In Proceedings of 7th International Conference on Recent Advances in Space Technologies (RAST), Istanbul, p 329–332. https://doi.org/10.1109/RAST.2015.7208364
Kocaman S (2008) Sensor modeling and validation for linear array aerial and satellite imagery. Ph.D. Thesis, ETH Zurich, Institute of Geodesy and Photogrammetry, Zurich, Switzerland, December (also published by IGP, ETH Zurich, November 2009, ISSN 0252–9335, ISBN 978–3–906467-88-7, 166 pages)
Kocaman S, Gruen A (2008) Orientation and self-calibration of ALOS PRISM imagery. Photogramm Rec 23(123):323–340
Kocaman S, Zhang L, Gruen A (2006) Self-calibrating triangulation of airborne linear array CCD cameras. EuroCOW 2006 International Calibration and Orientation Workshop, Castelldefels, Spain, 25–27 Jan. (on CD-ROM)
Kocaman S, Wolff K, Gruen A, Baltsavias E (2008) Geometric validation of Cartosat-1 imagery. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVII. Part B1, p 1363–1368
Kocaman S, Ural S, Karakas G, Bakici S (2017) 3D processing of Gokturk 2 imagery. In: Proceedings of 38th Asian Conference on Remote Sensing, New Delhi, India
Kupcu R, Teke M, Çabuk A (2014) RASAT ve Gokturk-2 Görüntülerinin Ortorektifikasyon Başarimina Referans Ve Sayisal Yükseklik Modeli Seçiminin Etkisi. 4th UZAL-CBS Symposium. 14–17 October. Istanbul. Retrieved November 27, 2015 from http://www.uzalcbs2014.sempozyumu.net/bildiriler.php
Mutluoglu O, Guven M (2017) Accuracy investigation of DEM based on Gokturk-2 stereo images. SUJEST 5(2). https://doi.org/10.15317/Scitech.2017.83
Ok A (2017) Göktürk-2 Stereoskopik Görüntülerinden Sayısal Yüzey Modeli Üretimi. 9th TUFUAB Symposium. 27–29 April, Afyon, Turkey
Poli D (2005) Modelling of spaceborne linear array sensors. Ph. D. Dissertation, IGP Report No. 85, ISSN 0252–9335 ISBN 3–906467-3, Institute of Geodesy and Photogrammetry, ETH Zurich, Switzerland
Sakarya U, Demirhan IH, Deveci S, Teke M, Demirkesen C, Kupcu R, Oztoprak F, Efendioglu M, Simsek FE, Gurbuz ZS (2016) Absolute radiometric calibration of the Gokturk-2 satellite sensor using Tuz Golu (landnet site) from NDVI perspective, ISPRS—International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLI-B1, p 373–377
Saunier S, Chander G, Goryl P, Santer R, Bouvet M, Collet B, Mambimba A, Kocaman S (2010) Radiometric, geometric, and image quality assessment of ALOS AVNIR-2 and PRISM sensors. IEEE Trans Geosci Remote Sens 48(10):3855–3866
Teke, M. (2016). Satellite image processing workflow for RASAT and Gokturk-2. Havacılık ve Uzay Teknolojileri Dergisi 9
Topan H, Cam A, Oruç M, Teke M (2016) Gokturk-2 Görüntülerinin Radyometrik ve Geometrik Açıdan Değerlendirilmesi. 6th UZAL-CBS Symposium. 5–7 October, Adana
Yalcin I, Kocaman S (2017) Investigations on the radiometric and geometric quality of RASAT pan imagery. IPSI BgD Transactions on Internet Research (TIR), 13(2):ISSN 1820–4503
Acknowledgements
The authors are thankful to the Image Processing Group at the TUBITAK Space Technologies Research Institute for their open communication. Additional thanks go to the Turkish Armed Forces for provision of the Gokturk-2 images. The authors express out appreciation to the staff members of the Turkish General Directorate of Land Registry and Cadastre (GDLRC), Department of Mapping, and also Dr. Serkan Ural from Hacettepe University for their continuous support.
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Kocaman, S., Karakas, G. & Tavus, B. Investigations on the radiometric, geometric, and DSM generation qualities of Gokturk-2 stereo images. Arab J Geosci 11, 705 (2018). https://doi.org/10.1007/s12517-018-4049-6
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DOI: https://doi.org/10.1007/s12517-018-4049-6