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THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE

Year 2020, Volume: 4 Issue: 3, 164 - 168, 01.07.2020
https://doi.org/10.31127/tuje.650989

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.

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.
Year 2020, Volume: 4 Issue: 3, 164 - 168, 01.07.2020
https://doi.org/10.31127/tuje.650989

Abstract

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.
There are 16 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Aycan Murat Marangoz 0000-0003-4409-6000

Umut Güneş Sefercik This is me 0000-0003-2403-5956

Damla Yüce This is me 0000-0002-3343-4775

Publication Date July 1, 2020
Published in Issue Year 2020 Volume: 4 Issue: 3

Cite

APA Marangoz, A. M., Sefercik, U. G., & Yüce, D. (2020). THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE. Turkish Journal of Engineering, 4(3), 164-168. https://doi.org/10.31127/tuje.650989
AMA Marangoz AM, Sefercik UG, Yüce D. THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE. TUJE. July 2020;4(3):164-168. doi:10.31127/tuje.650989
Chicago Marangoz, Aycan Murat, Umut Güneş Sefercik, and Damla Yüce. “THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE”. Turkish Journal of Engineering 4, no. 3 (July 2020): 164-68. https://doi.org/10.31127/tuje.650989.
EndNote Marangoz AM, Sefercik UG, Yüce D (July 1, 2020) THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE. Turkish Journal of Engineering 4 3 164–168.
IEEE A. M. Marangoz, U. G. Sefercik, and D. Yüce, “THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE”, TUJE, vol. 4, no. 3, pp. 164–168, 2020, doi: 10.31127/tuje.650989.
ISNAD Marangoz, Aycan Murat et al. “THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE”. Turkish Journal of Engineering 4/3 (July 2020), 164-168. https://doi.org/10.31127/tuje.650989.
JAMA Marangoz AM, Sefercik UG, Yüce D. THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE. TUJE. 2020;4:164–168.
MLA Marangoz, Aycan Murat et al. “THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE”. Turkish Journal of Engineering, vol. 4, no. 3, 2020, pp. 164-8, doi:10.31127/tuje.650989.
Vancouver Marangoz AM, Sefercik UG, Yüce D. THREE-DIMENSIONAL EARTH MODELLING PERFORMANCE ANALYSIS OF GOKTURK-2 SATELLITE. TUJE. 2020;4(3):164-8.
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