메뉴 건너뛰기




Volumn 18, Issue 1, 2014, Pages 61-68

Detection of vertical slope movement in highly vegetated tropical area of Gunung pass landslide, Malaysia, using L-band InSAR technique

Author keywords

ALOS PALSAR; GIS; Gunung pass; InSAR; landslide; remote sensing; Synthetic Aperture Radar (SAR)

Indexed keywords


EID: 84894330651     PISSN: 12264806     EISSN: 15987477     Source Type: Journal    
DOI: 10.1007/s12303-013-0053-8     Document Type: Article
Times cited : (46)

References (62)
  • 1
    • 82455187958 scopus 로고    scopus 로고
    • An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
    • Akgun, A., Sezer, E. A., Nefeslioglu, H. A., Gokceoglu, C., and Pradhan, B., 2012, An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm. Computers and Geosciences, 38, 23-34.
    • (2012) Computers and Geosciences , vol.38 , pp. 23-34
    • Akgun, A.1    Sezer, E.A.2    Nefeslioglu, H.A.3    Gokceoglu, C.4    Pradhan, B.5
  • 4
    • 0034017554 scopus 로고    scopus 로고
    • A critical review of landslide monitoring experiences
    • Angeli, M. G., Pasuto, A., and Silvano, S., 2000, A critical review of landslide monitoring experiences. Engineering Geology, 55, 133-147.
    • (2000) Engineering Geology , vol.55 , pp. 133-147
    • Angeli, M.G.1    Pasuto, A.2    Silvano, S.3
  • 6
    • 55949110257 scopus 로고    scopus 로고
    • Analysis of ground subsidence in coal mining area using SAR interferometry
    • Baek, J., Kim, S. W., Park, H. J., Jung, H. S., Kim, K. D., and Kim, J. W., 2008, Analysis of ground subsidence in coal mining area using SAR interferometry. Geosciences Journal, 12, 277-284.
    • (2008) Geosciences Journal , vol.12 , pp. 277-284
    • Baek, J.1    Kim, S.W.2    Park, H.J.3    Jung, H.S.4    Kim, K.D.5    Kim, J.W.6
  • 8
    • 2442523287 scopus 로고    scopus 로고
    • Monitoring Earth Surface Deformations with InSAR Technology: Principles and Some Critical Issues
    • Chen, Y., Zhang, G., Ding, X., and Li, Z., 2000, Monitoring Earth Surface Deformations with InSAR Technology: Principles and Some Critical Issues. Journal of Geospatial Engineering, 2, 3-22.
    • (2000) Journal of Geospatial Engineering , vol.2 , pp. 3-22
    • Chen, Y.1    Zhang, G.2    Ding, X.3    Li, Z.4
  • 10
    • 84857392129 scopus 로고    scopus 로고
    • Resolving vertical and east-west horizontal motion from differential interferometric synthetic aperture radar: The L'Aquila earthquake
    • Dalla Via, G., Crosetto, M., and Crippa, B., 2012, Resolving vertical and east-west horizontal motion from differential interferometric synthetic aperture radar: The L'Aquila earthquake. Journal of Geophysical Research: Solid Earth (1978-2012), 117, DOI: 10. 1029/2011JB008689.
    • (2012) Journal of Geophysical Research: Solid Earth (1978-2012) , pp. 117
    • Dalla Via, G.1    Crosetto, M.2    Crippa, B.3
  • 11
    • 84878640513 scopus 로고    scopus 로고
    • Detecting surface subsidence in coal mining area based on DInSAR technique
    • Dong, S., Yin, H., Yao, S., and Zhang, F., 2013, Detecting surface subsidence in coal mining area based on DInSAR technique. Journal of Earth Science, 24, 449-456.
    • (2013) Journal of Earth Science , vol.24 , pp. 449-456
    • Dong, S.1    Yin, H.2    Yao, S.3    Zhang, F.4
  • 13
    • 84860662038 scopus 로고    scopus 로고
    • 2D simultaneous phase unwrapping and filtering: A review and comparison
    • Estrada, J. C., Servin, M., and Vargas, J., 2012, 2D simultaneous phase unwrapping and filtering: A review and comparison. Optics and Lasers in Engineering, 50, 1026-1029.
    • (2012) Optics and Lasers in Engineering , vol.50 , pp. 1026-1029
    • Estrada, J.C.1    Servin, M.2    Vargas, J.3
  • 14
    • 0345922203 scopus 로고    scopus 로고
    • Observation and modeling of the Saint-Etienne-de-Tinée landslide using SAR interferometry
    • Zurich, Switzerland, 30 September to 2 October
    • Fruneau, B., Delacourt, C., and Achache, J., 1996, Observation and modeling of the Saint-Etienne-de-Tinée landslide using SAR interferometry. FRINGE'96 ESA Workshop on Applications of ERS SAR Interferometry, Zurich, Switzerland, 30 September to 2 October. http://www. geo. unizh. ch/rsl/fringe96/papers/fruneau/.
    • (1996) FRINGE'96 ESA Workshop on Applications of ERS SAR Interferometry
    • Fruneau, B.1    Delacourt, C.2    Achache, J.3
  • 15
    • 85045805614 scopus 로고
    • Mapping small elevation changes over large areas: differential radar interferometry
    • Gabriel, A. K., Goldstein R. M., and Zebaker H. A., 1989, Mapping small elevation changes over large areas: differential radar interferometry. Journal of Geophysical Research, 94, 83-91.
    • (1989) Journal of Geophysical Research , vol.94 , pp. 83-91
    • Gabriel, A.K.1    Goldstein, R.M.2    Zebaker, H.A.3
  • 16
    • 0032216011 scopus 로고    scopus 로고
    • Radar interferogram filtering for geophysical applications
    • Goldstein, R. M. and Werner, C. L., 1998, Radar interferogram filtering for geophysical applications. Geophysical Research Letters, 25, 4035-4038.
    • (1998) Geophysical Research Letters , vol.25 , pp. 4035-4038
    • Goldstein, R.M.1    Werner, C.L.2
  • 18
    • 0016070469 scopus 로고
    • Synthetic interferometer radar for topographic mapping
    • Graham, L. C., 1974, Synthetic interferometer radar for topographic mapping. Proceedings of the IEEE, 62, 763-768.
    • (1974) Proceedings of the IEEE , vol.62 , pp. 763-768
    • Graham, L.C.1
  • 20
    • 84902887310 scopus 로고    scopus 로고
    • Extraction of soil moisture from RADARSAT-1 and its role in the formation of the 6 December 2008 landslide at Bukit Antarabangsa, Kuala Lumpur
    • Hassaballa, A. A., Althuwaynee, O. F., and Pradhan, B., 2013, Extraction of soil moisture from RADARSAT-1 and its role in the formation of the 6 December 2008 landslide at Bukit Antarabangsa, Kuala Lumpur. Arabian Journal of Geosciences, 1-10, DOI: 10. 1007/s12517-013-0990-6.
    • (2013) Arabian Journal of Geosciences , pp. 1-10
    • Hassaballa, A.A.1    Althuwaynee, O.F.2    Pradhan, B.3
  • 23
    • 79251612377 scopus 로고    scopus 로고
    • A time-series SAR observation of surface deformation at the southern end of the San Andreas Fault Zone
    • Jo, M. J., Won, J. S., Kim, S. W., and Jung, H. S., 2010, A time-series SAR observation of surface deformation at the southern end of the San Andreas Fault Zone. Geosciences Journal, 14, 277-287.
    • (2010) Geosciences Journal , vol.14 , pp. 277-287
    • Jo, M.J.1    Won, J.S.2    Kim, S.W.3    Jung, H.S.4
  • 24
    • 66949176423 scopus 로고    scopus 로고
    • Geometric characteristics of the early products of ALOS PRISM
    • Kamiya, I., 2007, Geometric characteristics of the early products of ALOS PRISM. Bulletin of the Geographical Survey Institute, 54, 75-82.
    • (2007) Bulletin of the Geographical Survey Institute , vol.54 , pp. 75-82
    • Kamiya, I.1
  • 25
    • 79953183046 scopus 로고    scopus 로고
    • Monitoring of Hill-Slope Movement Due to Rainfall at Gunung Pass of Cameron Highland District of Peninsular Malaysia
    • Khan, Y. A., 2010, Monitoring of Hill-Slope Movement Due to Rainfall at Gunung Pass of Cameron Highland District of Peninsular Malaysia. International Journal of Earth Sciences and Engineering, 3, 06-12.
    • (2010) International Journal of Earth Sciences and Engineering , vol.3 , pp. 06-12
    • Khan, Y.A.1
  • 26
    • 78650866364 scopus 로고    scopus 로고
    • Submarine groundwater discharge in tidal flats revealed by space-borne synthetic aperture radar
    • Kim, D. J., Moon, W. M., Kim, G., Park, S. E., and Lee, H., 2011, Submarine groundwater discharge in tidal flats revealed by space-borne synthetic aperture radar. Remote Sensing of Environment, 115, 793-800.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 793-800
    • Kim, D.J.1    Moon, W.M.2    Kim, G.3    Park, S.E.4    Lee, H.5
  • 27
    • 39049098804 scopus 로고    scopus 로고
    • Monitoring of urban land surface subsidence using PSInSAR
    • Kim, J. S., Kim, D. J., Kim, S. W., Won, J. S., and Moon, W. M., 2007, Monitoring of urban land surface subsidence using PSInSAR. Geosciences Journal, 11, 59-73.
    • (2007) Geosciences Journal , vol.11 , pp. 59-73
    • Kim, J.S.1    Kim, D.J.2    Kim, S.W.3    Won, J.S.4    Moon, W.M.5
  • 28
    • 0345276042 scopus 로고    scopus 로고
    • Multi temporal JERS-1 SAR investigation of Mt. Baekdu stratovolcano using differential interferometry
    • Kim, S. W., Won, J. S., Kim, J. W., Moon, W. M., and Min, K. D., 2001, Multi temporal JERS-1 SAR investigation of Mt. Baekdu stratovolcano using differential interferometry. Geosciences Journal, 5, 301-312.
    • (2001) Geosciences Journal , vol.5 , pp. 301-312
    • Kim, S.W.1    Won, J.S.2    Kim, J.W.3    Moon, W.M.4    Min, K.D.5
  • 30
    • 18544376185 scopus 로고    scopus 로고
    • Development of GIS-based geological hazard information system and its application for landslide analysis in Korea
    • Lee, S. and Choi, U., 2003, Development of GIS-based geological hazard information system and its application for landslide analysis in Korea. Geosciences Journal, 7, 243-252.
    • (2003) Geosciences Journal , vol.7 , pp. 243-252
    • Lee, S.1    Choi, U.2
  • 31
    • 33845678462 scopus 로고    scopus 로고
    • Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia
    • Lee, S. and Pradhan, B., 2006, Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia. Journal of Earth System Science, 115, 661-672.
    • (2006) Journal of Earth System Science , vol.115 , pp. 661-672
    • Lee, S.1    Pradhan, B.2
  • 32
    • 2442425219 scopus 로고    scopus 로고
    • Pre-and co-seismic ground deformations of the 1999 Chi-Chi, Taiwan earthquake, measured with SAR interferometry
    • Liu, G. X., Ding, X. L., Li, Z. L., Li, Z. W., Chen, Y. Q., and Yu, S. B., 2004, Pre-and co-seismic ground deformations of the 1999 Chi-Chi, Taiwan earthquake, measured with SAR interferometry. Computers and Geosciences, 30, 333-343.
    • (2004) Computers and Geosciences , vol.30 , pp. 333-343
    • Liu, G.X.1    Ding, X.L.2    Li, Z.L.3    Li, Z.W.4    Chen, Y.Q.5    Yu, S.B.6
  • 33
    • 0036142802 scopus 로고    scopus 로고
    • The use of Global Positioning System techniques for the continuous monitoring of landslides: application to the Super-Sauze earthflow (Alpes-de-Haute-Provence, France)
    • Malet, J. P., Maquaire, O., and Calais, E., 2002, The use of Global Positioning System techniques for the continuous monitoring of landslides: application to the Super-Sauze earthflow (Alpes-de-Haute-Provence, France). Geomorphology, 43, 33-54.
    • (2002) Geomorphology , vol.43 , pp. 33-54
    • Malet, J.P.1    Maquaire, O.2    Calais, E.3
  • 35
    • 0032447276 scopus 로고    scopus 로고
    • Radar interferometry and its application to changes in the Earth's surface
    • Massonnet, D. and Feigl, K. L., 1998, Radar interferometry and its application to changes in the Earth's surface. Reviews of Geophysics, 36, 441-500.
    • (1998) Reviews of Geophysics , vol.36 , pp. 441-500
    • Massonnet, D.1    Feigl, K.L.2
  • 36
    • 84856443722 scopus 로고    scopus 로고
    • Fast two-dimensional simultaneous phase unwrapping and low-pass filtering
    • Navarro, M. A., Estrada, J. C., Servin, M., Quiroga, J. A., and Vargas, J., 2012, Fast two-dimensional simultaneous phase unwrapping and low-pass filtering. Optics Express, 20, 2556-2561.
    • (2012) Optics Express , vol.20 , pp. 2556-2561
    • Navarro, M.A.1    Estrada, J.C.2    Servin, M.3    Quiroga, J.A.4    Vargas, J.5
  • 37
    • 80054071567 scopus 로고    scopus 로고
    • Coherence-based land cover classification in forested areas of Chattisgarh, Central India, using environmental satellite-advanced synthetic aperture radar data
    • Nizalapur, V., Madugundu, R., and Jha, C. S., 2011, Coherence-based land cover classification in forested areas of Chattisgarh, Central India, using environmental satellite-advanced synthetic aperture radar data. Journal of Applied Remote Sensing, 5, 059501-059501.
    • (2011) Journal of Applied Remote Sensing , vol.5 , pp. 059501
    • Nizalapur, V.1    Madugundu, R.2    Jha, C.S.3
  • 38
    • 84873200638 scopus 로고    scopus 로고
    • An innovative region growing algorithm based on Minimum Cost Flow approach for Phase Unwrapping of full-resolution differential interferograms
    • 2012 IEEE International, Munich, July 22-27
    • Ojha, C., Manunta, M., Pepe, A., Paglia, L., and Lanari, R., 2012, An innovative region growing algorithm based on Minimum Cost Flow approach for Phase Unwrapping of full-resolution differential interferograms. In Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, Munich, July 22-27, p. 5582-5585.
    • (2012) Geoscience and Remote Sensing Symposium (IGARSS) , pp. 5582-5585
    • Ojha, C.1    Manunta, M.2    Pepe, A.3    Paglia, L.4    Lanari, R.5
  • 39
    • 80051570616 scopus 로고    scopus 로고
    • Application of a neuro-fuzzy model to landslide susceptibility mapping in a tropical hilly area
    • Oh, J. J. and Pradhan, B., 2011, Application of a neuro-fuzzy model to landslide susceptibility mapping in a tropical hilly area. Computers and Geosciences, 37, 1264-1276, doi: 10. 1016/j. cageo. 2010. 10. 012.
    • (2011) Computers and Geosciences , vol.37 , pp. 1264-1276
    • Oh, J.J.1    Pradhan, B.2
  • 40
    • 77949579826 scopus 로고    scopus 로고
    • Flood susceptible mapping and risk area delineation using logistic regression, GIS and remote sensing
    • Pradhan, B., 2010, Flood susceptible mapping and risk area delineation using logistic regression, GIS and remote sensing. Journal of Spatial Hydrology, 9, 1-18.
    • (2010) Journal of Spatial Hydrology , vol.9 , pp. 1-18
    • Pradhan, B.1
  • 41
    • 79955068561 scopus 로고    scopus 로고
    • Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia
    • Pradhan, B., 2011, Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia. Environmental Earth Sciences, 63, 329-349.
    • (2011) Environmental Earth Sciences , vol.63 , pp. 329-349
    • Pradhan, B.1
  • 42
    • 84870298875 scopus 로고    scopus 로고
    • A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
    • Pradhan, B., 2013, A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS. Computers and Geosciences, 51, 350-365.
    • (2013) Computers and Geosciences , vol.51 , pp. 350-365
    • Pradhan, B.1
  • 43
    • 77954084069 scopus 로고    scopus 로고
    • Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
    • Pradhan, B. and Lee, S., 2010a, Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. Environmental Earth Sciences, 60, 1037-1054.
    • (2010) Environmental Earth Sciences , vol.60 , pp. 1037-1054
    • Pradhan, B.1    Lee, S.2
  • 44
    • 77149157821 scopus 로고    scopus 로고
    • Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
    • Pradhan, B. and Lee, S., 2010c, Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia. Landslides, 7, 13-30.
    • (2010) Landslides , vol.7 , pp. 13-30
    • Pradhan, B.1    Lee, S.2
  • 45
    • 77954455525 scopus 로고    scopus 로고
    • Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models
    • Pradhan, B. and Youssef, A. M., 2010, Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models. Arabian Journal of Geosciences, 3, 319-326.
    • (2010) Arabian Journal of Geosciences , vol.3 , pp. 319-326
    • Pradhan, B.1    Youssef, A.M.2
  • 46
    • 79960057783 scopus 로고    scopus 로고
    • Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model
    • Pradhan, B., Mansor, S., Pirasteh, S., and Buchroithner, M. F., 2011, Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model. International Journal of Remote Sensing, 32, 4075-4087.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 4075-4087
    • Pradhan, B.1    Mansor, S.2    Pirasteh, S.3    Buchroithner, M.F.4
  • 47
    • 77952410512 scopus 로고    scopus 로고
    • Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model
    • Pradhan, B., Youssef, A. M., and Varathrajoo, R., 2010b, Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model. Geo-Spatial Information Science, 13, 93-102.
    • (2010) Geo-Spatial Information Science , vol.13 , pp. 93-102
    • Pradhan, B.1    Youssef, A.M.2    Varathrajoo, R.3
  • 48
    • 78649318558 scopus 로고    scopus 로고
    • Landslide susceptibility mapping by neuro-fuzzy approach in a landslide-prone area (Cameron Highlands, Malaysia)
    • Pradhan, B., Sezer, E. A., Gokceoglu, C., and Buchroithner, M. F., 2010a, Landslide susceptibility mapping by neuro-fuzzy approach in a landslide-prone area (Cameron Highlands, Malaysia). IEEE Transactions on Geoscience and Remote Sensing, 48, 4164-4177.
    • (2010) IEEE Transactions on Geoscience and Remote Sensing , vol.48 , pp. 4164-4177
    • Pradhan, B.1    Sezer, E.A.2    Gokceoglu, C.3    Buchroithner, M.F.4
  • 50
    • 33846610559 scopus 로고    scopus 로고
    • Application of DInSAR-GPS optimization for derivation of fine-scale surface motion maps of Southern California
    • Samsonov, S., Tiampo, K., Rundle, J., and Li, Z., 2007, Application of DInSAR-GPS optimization for derivation of fine-scale surface motion maps of Southern California. IEEE Transactions on Geoscience and Remote Sensing, 45, 512-521.
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , pp. 512-521
    • Samsonov, S.1    Tiampo, K.2    Rundle, J.3    Li, Z.4
  • 51
    • 0036340043 scopus 로고    scopus 로고
    • An image-enhanced DEM of the Greenland Ice Sheet
    • Scambos, T. A. and Haran, T., 2002, An image-enhanced DEM of the Greenland Ice Sheet. Annals of Glaciology, 34, 291-298.
    • (2002) Annals of Glaciology , vol.34 , pp. 291-298
    • Scambos, T.A.1    Haran, T.2
  • 53
    • 30744439802 scopus 로고    scopus 로고
    • Accuracy assessment of InSAR derived input maps for landslide susceptibility analysis: a case study from the Swiss Alps
    • Singh, L. P., van Westen, C. J., Ray, P. C., and Pasquali, P., 2005, Accuracy assessment of InSAR derived input maps for landslide susceptibility analysis: a case study from the Swiss Alps. Landslides, 2, 221-228.
    • (2005) Landslides , vol.2 , pp. 221-228
    • Singh, L.P.1    van Westen, C.J.2    Ray, P.C.3    Pasquali, P.4
  • 55
    • 0031745921 scopus 로고    scopus 로고
    • Landslide characterisation in Canada using interferometric SAR and combined SAR and TM images
    • Singhroy, V., Mattar, K. E., and Gray, A. L., 1998, Landslide characterisation in Canada using interferometric SAR and combined SAR and TM images. Advances in Space Research, 21, 465-476.
    • (1998) Advances in Space Research , vol.21 , pp. 465-476
    • Singhroy, V.1    Mattar, K.E.2    Gray, A.L.3
  • 56
    • 84863487918 scopus 로고    scopus 로고
    • Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
    • Tien Bui, D., Pradhan, B., Lofman, O., Revhaug, I., and Dick, O. B., 2012a, Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS. Computers and Geosciences, 45, 199-211.
    • (2012) Computers and Geosciences , vol.45 , pp. 199-211
    • Tien Bui, D.1    Pradhan, B.2    Lofman, O.3    Revhaug, I.4    Dick, O.B.5
  • 57
    • 84860323200 scopus 로고    scopus 로고
    • Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
    • Tien Bui, D., Pradhan, B., Lofman, O., Revhaug, I., and Dick, O. B., 2012b, Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models. Catena, 96, 28-40.
    • (2012) Catena , vol.96 , pp. 28-40
    • Tien Bui, D.1    Pradhan, B.2    Lofman, O.3    Revhaug, I.4    Dick, O.B.5
  • 58
    • 84864953124 scopus 로고    scopus 로고
    • Landslide susceptibility assessment in Vietnam using support vector machines, decision tree and Naive Bayes models
    • Tien Bui, D., Pradhan, B., Lofman, O., and Revhaug, I., 2012c, Landslide susceptibility assessment in Vietnam using support vector machines, decision tree and Naive Bayes models. Mathematical Problems in Engineering, 2012, 26 pages, http://www. hindawi. com/journals/mpe/aip/974638/.
    • (2012) Mathematical Problems in Engineering
    • Tien Bui, D.1    Pradhan, B.2    Lofman, O.3    Revhaug, I.4
  • 59
    • 0742322763 scopus 로고    scopus 로고
    • Use of geomorphological information in indirect landslide susceptibility assessment
    • van Westen, C. J., Rengers, N., and Soeters, R., 2003, Use of geomorphological information in indirect landslide susceptibility assessment. Natural Hazards, 30, 399-419.
    • (2003) Natural Hazards , vol.30 , pp. 399-419
    • van Westen, C.J.1    Rengers, N.2    Soeters, R.3
  • 61
    • 84902885576 scopus 로고    scopus 로고
    • Debris flow impact assessment caused by 14 April 2012 rainfall along the Al-Hada Highway, Kingdom of Saudi Arabia using high-resolution satellite imagery
    • Youssef, A. M., Pradhan, B., and Maerz, N. H., 2013, Debris flow impact assessment caused by 14 April 2012 rainfall along the Al-Hada Highway, Kingdom of Saudi Arabia using high-resolution satellite imagery. Arabian Journal of Geosciences, 1-11, DOI: 10. 1007/s12517-013-0935-0.
    • (2013) Arabian Journal of Geosciences , pp. 1-11
    • Youssef, A.M.1    Pradhan, B.2    Maerz, N.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.