On land slide detection using TerraSAR-X over earthen levees

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 39, Issue , 2012, Pages 497-501

  Mahrooghy, M ^a   Aanstoos, J ^a   Prasad, S ^b   Younan, N H ^c  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

^b UNIVERSITY OF HOUSTON   (United States)

^c MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Feature extraction; Hazards; Neural networks; Synthetic aperture radar (SAR)

Indexed keywords

EID: 84907464554     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Aanstoos, J. V., Hasan, K., O'Hara C., Prasad, S., Dabbiru, L., Mahrooghy, M., Nobrega, R. A. A., Lee, M. L., & Shrestha, B., 2010. Use of Remote Sensing to Screen Earthen Levees. Proc. 2010 39th IEEE Applied Imagery Pattern Recognition Workshop. Washington, DC: IEEE.
2. Aanstoos, J. V., Hasan, K., Mahrooghy, M., Dabbiru, L., Nobrega, R. A. A., & Prasad, S., 2011. Screening of Earthen Levees Using TerraSAR-X Radar Imagery. 4th TerraSAR-X Science Team Meeting. Oberpfaffenhofen, Germany: DLR (German Aerospace Center).
3. Bulmer, M. H., Petley, D. N., Murphy W., and Mantovani F., 2006. Detecting slope deformation using two-pass differential interferometry: Implications for landslide studies on Earth and other planetary bodies. J. Geophys. Res., 111, pp. E06S16.
4. Burrus, C. S., R. A. Gopinath, H. Guo, 1997. Introduction to Wavelets and Wavelet Transforms: A Primer. Prentice Hall.
5. Fausett, L.V., 1993. Fundamentals of Neural Networks: Architectures, Algorithms And Applications, Prentice Hall.
6. Hossain, A. K. M. A., Easson, G., Hasan, K., 2006. Detection of Levee Slides Using Commercially Available Remotely Sensed Data. Environmental and Engineering Geoscience, 12 (3), pp. 235-246.
7. Mahrooghy, M., Aanstoos, J.V., Hasan, K., Younan, N. H., 2011. Levee Soil Moisture Assessment Based On Backpropagation Neural Network Using Synthetic Aperture Radar. Proceedings of the 34th International Symposium for Remote Sensing of Environment. Sydney, Australia.
8. McKean, J., Joering, J., 2004. Objective landslide detection and surface morphology mapping using high-resolution airborne laser altimetry. Geomorphology, 57, pp. 331-351.
9. Oh, Y., 2004. Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces. Geoscience and Remote Sensing, IEEE Transactions on, 42 (3), pp. 596-601.
10. Tsutsui, K., Rokugawa, S., Nakagawa, H., Miyazaki, S., Cheng, C., Shiraishi, T., Yang, S., 2007. Detection and Volume Estimation of Large-Scale Landslides Based on Elevation-Change Analysis Using DEMs Extracted From High-Resolution Satellite Stereo Imagery. IEEE Transactions on Geoscience and Remote Sensing,45, pp. 1681-1696.