Vertical Accuracy Assessment of SRTM Ver 4.1 and ASTER GDEM Ver 2 Using GPS Measurements in Central West of Tunisia
- 1 University of Sfax, National School of Engineers of Sfax. LR. EEE (3E), Sfax, Tunisia
- 2 University Tunis ElManar, National School of Engineers of Tunis, Tunis, Tunisia
- 3 University of Sfax, National School of Engineers of Sfax. LR. EEE (3E), Sfax, Tunisia
Abstract
This paper focuses on the quality of the vertical accuracy of two Digital Elevation Models, corresponding to Kasserine region, central west Tunisia. The vertical accuracy assessment is based on 23 GPS ground control points belonging to the study area. We applied a statistic analysis approach and established 3 elevation profiles corresponding to GPS, ASTER and SRTM. The erected statistical analysis reveals that the Root Mean Squared Error (RMSE) was 8.88 and 10.13 respectively for SRTM and ASTER DTMs. 2D elevation profiles constructed for GPS measurements, ASTER and SRTM, highlight that both DTMs underestimate the true elevation and that SRTM DTM is quite closer to the GPS elevation profile. Relying on this investigation, we think that both DTMs are significant for the vertical accuracy assessment and we urge that SRTM DTM might scheme the Kasserine area features better than ASTER DTM.
- Chang, H.C., Li, X. and Ge, L. (2010) Assessment of SRTM, ACE2 and ASTER-GDEM Using RTK-GPS. Proceedings of 15th Australian Remote Sensing & Photogrammetry Conference, Alice Springs, 13-17 September 2010.
- Guth, P.L. (2006) Geomorphometry from SRTM-Comparison to NED. Photogrammetric Engineering & Remote Sensing, 72, 269-277. http://dx.doi.org/10.14358/PERS.72.3.269
- Li, J., Chapman, M.A. and Sun, X. (2006) Validation of Satellite-Derived Digital Elevation Models from In-Track IKONOS Stereo Imagery. Ontario Ministry of Transport, Toronto.
- Maune, D.F., Ed. (2007) Digital Elevation Model Technologies and Applications: The DEM User Manual. 2nd Edition, Asprs Pubns, Bethesda, MD.
- Hirt, C., Filmer, M.S. and Featherstone, W.E. (2010) Comparison and Validation of the Recent Freely Available ASTER GDEM ver1, SRTM ver4.1 and GEODATA DEM-9S ver3 Digital Elevation Models over Australia. Australian Journal of Earth Sciences, 57, 337-347.
- Miliaresis, G.Ch. and Paraschou, C.V.E. (2005) Vertical Accuracy of the SRTM DTED Level 1 of Crete. International Journal of Applied Earth Observation and Geoinformation, 7, 49-59. http://dx.doi.org/10.1016/j.jag.2004.12.001
- Frey, H. and Paul, F. (2012) On the Suitability of the SRTM DEM and ASTER GDEM for the Compilation of Topographic Parameters in Glacier Inventories. International Journal of Applied Earth Observation and Geoinformation, 18, 480-490.
- Miliaresis, G.C. and Paraschou, C.V.E. (2011) An Evaluation of the Accuracy of the ASTER GDEM and the Role of Stack Number: A Case Study of Nisiro Island, Greece. Remote Sensing Letters, 2, 127-135. http://dx.doi.org/10.1080/01431161.2010.503667
- Ferry, M., Meghraoui, M., Abou Karaki, N., Al-Taj, M., Amoush, H., Al-Dhaisat, S. and Barjous, M. (2007) A 48-kyr-Long Slip Rate History for the Jordan Valley Segment of the Dead Sea Fault. Earth and Planetary Science Letters, 260, 394-406. http://dx.doi.org/10.1016/j.epsl.2007.05.049
- Shortridge, A. and Messina, J. (2011) Spatial Structure and Landscape Association of SRTM Error. Remote Sensing of Environment, 115, 1576-1587. http://dx.doi.org/10.1016/j.rse.2011.02.017
- Hebeler, F. and Purves, R.S. (2009) The Influence of Elevation Uncertainty on Derivation of Topographic Indices. Geomorphology, 111, 4-16. http://dx.doi.org/10.1016/j.geomorph.2007.06.026
- Rexer, M. and Hirt, C. (2014) Comparison of Free High Resolution Digital Elevation Data Sets (ASTER GDEM2, SRTM v2.1/v4.1) and Validation against Accurate Heights from the Australian National Gravity Database. Australian Journal of Earth Sciences, 61, 213-226. http://dx.doi.org/10.1080/08120099.2014.884983