THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE
Year 2020,
Volume: 4 Issue: 3, 164 - 168, 01.07.2020
Aycan Murat Marangoz
,
Umut Güneş Sefercik
Damla Yüce
Abstract
Following RASAT, Göktürk-2, placed into its orbit as Turkey’s second domestic production of earth observation, has three times higher spatial resolution (2.5 m) than RASAT and has much more advanced stereo vision capability. However, like all-optical imaging satellites, Göktürk-2 has problems in data quality due to reasons such as sensor geometry, contrast, dense forest cover in the field of view and topographic slope. In this study, it is aimed to evaluate the horizontal and vertical geolocation accuracy performance of three-dimensional Digital Surface Models (DSM) derived from Göktürk-2 stereo images in comparison with a reference DSM obtained by traditional photogrammetry method in Derik district of Mardin province with high slope and variable topographic conditions. The results demonstrated that the three dimensional topographic representation capability of Göktürk-2 is quite successful despite offering a medium spatial resolution. The Göktürk-2 DSM has an absolute horizontal geolocation accuracy of ≤0.1 pixels (25 cm) both for X and Y directions. On the height, it provides accuracy as standard deviation of 7.3 m and normalized median absolute deviation of about 5.7 m.
Supporting Institution
Air Force Command Intelligence Department and MAS Aviation Solutions Inc.
Thanks
We would like to express our gratitude to the Air Force Command Intelligence Department and all its military personnel who assisted in obtaining the Göktürk-2 stereo satellite images used in the study and to all MAS Aviation Solutions Inc. personnel who also assisted in obtaining the photogrammetric DSM with the aerial photographs used in the study.
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Year 2020,
Volume: 4 Issue: 3, 164 - 168, 01.07.2020
Aycan Murat Marangoz
,
Umut Güneş Sefercik
Damla Yüce
References
- Aguilar F. J., Mills J. P., Delgado J., Aguilar M. A., Negreiros J. G., Perez J. L. (2010), “Modelling vertical error in Lidar-derived digital elevation models”, ISPRS Journal of Photogrammetry and Remote Sensing, 65(1):103–110.
- Fraser C. S. (2003), “Prospects for mapping from highresolution satellite imagery”, Asian Journal of Geoinformatics, 4(1): 3–10.
- Font M., Amorese D., Lagarde J. L. (2010), “DEM and GIS analysis of the stream gradient index to evaluate effects of tectonics: the Normandy intraplate area (NW France)”, Geomorphology, 119(3–4): 172–180.
- Hellerstein J. M. (2008), “Quantitative Data Cleaning for Large Databases”, Technical Report Presented at United Nations Economic Commission for Europe (UNECE), p. 42.
- Hladik C., Alber M. (2012), “Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model”, Remote Sensing of Environment, 121:224–235.
- Hobi M. L., Ginzler C. (2012), “Accuracy assessment of digital surface models based on WorldView-2 and ADS80 stereo remote sensing data”, Sensors, 12(5): 6347–6368.
- Jacobsen K. (2016), “Analysis and Correction Of Systematic Height Model Errors”, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLI-B1, 2016 XXIII ISPRS Congress, 12–19 July 2016, Prague, Czech Republic.
- Navalgund R. R, Jayaraman V., Roy P. S. (2007), “Remote sensing applications: an overview”, Current Science, 93(12): 1747–1766.
- Sefercik U. G., Alkan M., Büyüksalih G., Jacobsen K. (2013), “Generation and Validation of High-Resolution DEMs from Worldview-2 Stereo Data”, The Photogrammetric Record, Wiley Blackwell (ISI), 28(144): 362-374.
- Sterenczak K., Kozak J. (2011), “Evaluation of digital terrain models generated in forest conditions from airborne laser scanning data acquired in two seasons”, Scandinavian Journal of Forest Research, 26(4): 374–384.
- Şasi, A., Yakar M. (2018) “Photogrammetric Modelling of Hasbey Dar'ülhuffaz (Masjid) Using an Unmanned Aerial Vehicle”, International Journal of Engineering and Geosciences (IJEG), Vol; 3; , Issue; 1, pp. 006-011, February, 2018, ISSN 2548-0960.
- Yakar, M., Doğan, Y. (2018), “GIS and ThreeDimensional Modeling for Cultural Heritages”, International Journal of Engineering and Geosciences (IJEG), Vol; 3; Issue; 2, pp. 050-055, June, 2018, ISSN 2548-0960.
- Yemenicioglu, C., Kaya, S., Seker, D.Z. (2016), “Accuracy ff 3D (Three-Dimensional) Terrain Models In Simulations”, International Journal of Engineering and Geosciences (IJEG), Vol; 1, Issue; 01, pp. 34-38,Decemberh, 2016, ISSN 2548-0960.
- Yilmaz, M., Uysal, M. (2017), “Comparing Uniform and Random Data Reduction Methods For DTM Accuracy”, International Journal of Engineering and Geosciences (IJEG), Vol;2, Issue;01, pp. 9-16, February, 2017, ISSN 2548-0960.
- Yüksel G., Tunalı E., Gürol S., Leloğlu U. M. (2016), TÜBİTAK-UZAY yer gözlem uydusu çalışmaları ve görüntü temin politikaları, UZAL-CBS 2016 Sempozyumu, Adana
- Zhao S. M., Cheng W. M., Zhou C. H., Chen X., Zhang S., Zhou Z., Liu H., Chai H. (2011), “Accuracy assessment of the ASTER GDEM and SRTM3 DEM: An example in the Loess Plateau and North China Plain of China”, International Journal of Remote Sensing, 32(23): 8081–8093.