Abstract
The paper is focused on Digital Elevation Model (DEM) reconstruction from differential interferometry synthetic aperture radar (DInSAR). In doing so, conventional DInSAR procedures are implemented to three repeat passes of RADARSAT-1 SAR fine mode data (F1). Further, the multichannel MAP height estimator is implemented with phase unwrapping technique. Consequently, the multichannel MAP height estimator is used to eliminate the phase decorrelation impact from the interferograms. The study shows the performance of DInSAR method using the multichannel MAP height estimator is better than DInSAR technique which is validated by a lower range of error (0.01±0.11 m) with 90% confidence intervals. In conclusion, integration of the multichannel MAP height estimator with phase unwrapping produce accurate 3-D coastal geomorphology reconstruction.
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References
Massonnet, D., Feigl, K.L.: Radar interferometry and its application to changes in the earth’s surface. Rev. Geopyh. 36, 441–500 (1998)
Burgmann, R., Rosen, P.A., Fielding, E.J.: Synthetic aperture radar interferometry to measure Earth’s surface topography and its deformation. Ann. Rev. of Earth and Plan. Sci. 28, 169–209 (2000)
Hanssen, R.F.: Radar Interferometry: Data Interpretation and Error Analysis. Kluwer Academic, Dordrecht (2001)
Zebker, H.A., Rosen, P.A., Hensley, S.: Atmospheric effects in inteferometric synthetic aperture radar surface deformation and topographic maps. J. Geophys. Res. 102, 7547–7563 (1997)
Askne, J., Santoro, M., Smith, G., Fransson, J.E.S.: Multitemporal repeat-pass SAR interferometry of boreal forests. IEEE Trans. Geosci. Remote Sens. 41, 1540–1550 (2003)
Nizalapur, V., Madugundu, R., Shekhar Jha, C.: Coherence-based land cover classification in forested areas of Chattisgarh, Central India, using environmental satellite—advanced synthetic aperture radar data. J. Appl. Rem. Sens. 5, 059501–1-059501-6 (2011)
Rao, K.S., Al Jassar, H.K., Phalke, S., Rao, Y.S., Muller, J.P., Li, Z.: A study on the applicability of repeat pass SAR interferometry for generating DEMs over several Indian test sites. Int. J. Remote Sens. 27, 595–616 (2006)
Rao, K.S., Al Jassar, H.K.: Error analysis in the digital elevation model of Kuwait desert derived from repeat pass synthetic aperture radar interferometry. J. Appl. Remote Sens. 4, 1–24 (2010)
Lee, H.: Interferometric Synthetic Aperture Radar Coherence Imagery for Land Surface Change Detection. Ph.D theses, University of London (2001)
Luo, X., Huang, F., Liu, G.: Extraction co-seismic Deformation of Bam earthquake with Differential SAR Interferometry. J. New Zea. Inst. of Surv. 296, 20–23 (2006)
Yang, J., Xiong, T., Peng, Y.: A fuzzy Approach to Filtering Interferometric SAR Data. Int. J. of Remote Sens. 28, 1375–1382 (2007)
Gens, R.: The influence of input parameters on SAR interferometric processing and its implication on the calibration of SAR interferometric data. Int. J. Remote Sens. 2, 11767–11771 (2000)
Anile, A.M., Falcidieno, B., Gallo, G., Spagnuolo, M., Spinello, S.: Modeling uncertain data with fuzzy B-splines. Fuzzy Sets and Syst. 113, 397–410 (2000)
Marghany, M.: Simulation of 3-D Coastal Spit Geomorphology Using Differential Synthetic Aperture Interferometry (DInSAR). In: Padron, I. (ed.) Recent Interferometry Applications in Topography and Astronomy, pp. 83–94. InTech - Open Access Publisher, University Campus STeP Ri, Croatia (2012)
Spagnolini, U.: 2-D phase unwrapping and instantaneous frequency estimation. IEEE Trans. Geosci. Remote Sensing 33, 579–589 (1995)
Davidson, G.W., Bamler, R.: Multiresolution phase unwrapping for SAR interferometry. IEEE Trans. Geosci. Remote Sensing 37, 163–174 (1999)
Marghany, M., Sabu, Z., Hashim, M.: Mapping coastal geomorphology changes using synthetic aperture radar data. Int. J. Phys. Sci. 5, 1890–1896 (2010)
Marghany, M.: Three-dimensional visualisation of coastal geomorphology using fuzzy B-spline of dinsar technique. Int. J. of the Phys. Sci. 6, 6967–6971 (2011)
RADARSAT International, RADARSAT application (online), http://www.rsi.ca (accessed March 20, 2011)
Zebker, H.A., Werner, C.L., Rosen, P.A., Hensley, S.: Accuracy of Topographic Maps Derived from ERS-1 Interferometric Radar. IEEE Geosci. Remote Sens. 2, 823–836 (1994)
Baselice, F., Ferraioli, G., Pascazio, V.: DEM Reconstruction in Layover Areas From SAR and Auxiliary Input Data. IEEE Geosci. Rem. Sensing Letters 6, 253–257 (2009)
Ferraiuolo, G., Pascazio, V., Schirinzi, G.: Maximum a Posteriori Estimation of Height Profiles in InSAR Imaging. IEEE Geosci. Rem. Sensing Letters, 66–70 (2004)
Ferraiuolo, G., Meglio, F., Pascazio, V., Schirinzi, G.: DEM Reconstruction Accuracy in Multichannel SAR Interferometry. IEEE Trans. on Geosci. and Rem. 47, 191–201 (2009)
Ferretti, A., Prati, C., Rocca, F.: Multibaseline Phase Unwrapping for INSAR Topography Estimation. Il Nuov. Cimento. 24, 159–176 (2001)
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Marghany, M. (2012). DEM Reconstruction of Coastal Geomorphology from DINSAR. In: Murgante, B., et al. Computational Science and Its Applications – ICCSA 2012. ICCSA 2012. Lecture Notes in Computer Science, vol 7335. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31137-6_33
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DOI: https://doi.org/10.1007/978-3-642-31137-6_33
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