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Volumn 47, Issue 3, 2008, Pages 331-347

Earthquake-induced landslide hazard and vegetation recovery assessment using remotely sensed data and a neural network-based classifier: A case study in central Taiwan

Author keywords

Landslide hazard assessment; Multilayer preceptron classifier; Vegetation recovery rate

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CHI-CHI EARTHQUAKE 1999; DIGITAL ELEVATION MODEL; EARTHQUAKE MAGNITUDE; HAZARD ASSESSMENT; LANDSCAPE CHANGE; LANDSLIDE; NDVI; REMOTE SENSING;

EID: 54949099314     PISSN: 0921030X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11069-008-9222-x     Document Type: Article
Times cited : (41)

References (33)
  • 1
    • 0029273524 scopus 로고
    • A neural network for unsupervised categorization of multivalued input patterns: An application to satellite image clustering
    • Baraldi A, Parmiggiani F (1995) A neural network for unsupervised categorization of multivalued input patterns: An application to satellite image clustering. IEEE Trans Geosci Remote Sens 33(2):305-316
    • (1995) IEEE Trans Geosci Remote Sens , vol.33 , Issue.2 , pp. 305-316
    • Baraldi, A.1    Parmiggiani, F.2
  • 2
    • 0035442444 scopus 로고    scopus 로고
    • NDVI and a sample model of deciduous forest seasonal dynamics
    • Birky AK (2001) NDVI and a sample model of deciduous forest seasonal dynamics. Ecol Model 143:43-58
    • (2001) Ecol Model , vol.143 , pp. 43-58
    • Birky, A.K.1
  • 3
    • 0026868031 scopus 로고
    • Multispectral classification of Landsat images using neural networks
    • Bischof H, Schneider HW, Pinz AJ (1992) Multispectral classification of Landsat images using neural networks. IEEE Trans Geosci Remote Sens 30(3):482-490
    • (1992) IEEE Trans Geosci Remote Sens , vol.30 , Issue.3 , pp. 482-490
    • Bischof, H.1    Schneider, H.W.2    Pinz, A.J.3
  • 4
    • 54849442864 scopus 로고    scopus 로고
    • Using remotely sensed data for hillslope disasters assessment in the Chi-Chi earthquake
    • Taichung, Taiwan (in Chinese with English abstract)
    • Chang CC (2000) Using remotely sensed data for hillslope disasters assessment in the Chi-Chi earthquake. Seminar on the 921 earthquake-induced hillslope disasters for policy planning, Taichung, Taiwan, pp 32-41 (in Chinese with English abstract)
    • (2000) Seminar on the 921 Earthquake-induced Hillslope Disasters for Policy Planning , pp. 32-41
    • Chang, C.C.1
  • 5
    • 0346667136 scopus 로고    scopus 로고
    • Geological causes and geomorphological precursors of the Tsaoling landslide triggered by the 1999 Chi-Chi earthquake, Taiwan
    • Chigira M, Wang WN, Furuya T, Kamai T (2003) Geological causes and geomorphological precursors of the Tsaoling landslide triggered by the 1999 Chi-Chi earthquake, Taiwan. Eng Geol 68:259-273
    • (2003) Eng Geol , vol.68 , pp. 259-273
    • Chigira, M.1    Wang, W.N.2    Furuya, T.3    Kamai, T.4
  • 6
    • 1542379925 scopus 로고    scopus 로고
    • Application of the PROMEHEE technique to determine depression outlet location and flow direction in DEM
    • Chou TY, Lin WT, Lin CY, Chou WC, Huang PH (2004) Application of the PROMEHEE technique to determine depression outlet location and flow direction in DEM. J Hydrol 287:49-61
    • (2004) J Hydrol , vol.287 , pp. 49-61
    • Chou, T.Y.1    Lin, W.T.2    Lin, C.Y.3    Chou, W.C.4    Huang, P.H.5
  • 7
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classification of remotely sensed data
    • Congalton RG (1991) A review of assessing the accuracy of classification of remotely sensed data. Remote Sens Environ 37:35-46
    • (1991) Remote Sens Environ , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 8
    • 15044352194 scopus 로고    scopus 로고
    • Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela
    • Gómeza H, Kavzoglu T (2005) Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela. Eng Geol 78:11-27
    • (2005) Eng Geol , vol.78 , pp. 11-27
    • Gómeza, H.1    Kavzoglu, T.2
  • 9
    • 0026678254 scopus 로고
    • Classification of multispectral remote sensing data using back-propagation neural network
    • Heermann PD, Khazenie N (1992) Classification of multispectral remote sensing data using back-propagation neural network. IEEE Trans Geosci Remote Sens 30(1):81-88
    • (1992) IEEE Trans Geosci Remote Sens , vol.30 , Issue.1 , pp. 81-88
    • Heermann, P.D.1    Khazenie, N.2
  • 10
    • 0019436592 scopus 로고
    • Hill shading and the reflectance map
    • Horn BKP (1981) Hill shading and the reflectance map. Proc IEEE 69(1):14-47
    • (1981) Proc IEEE , vol.69 , Issue.1 , pp. 14-47
    • Horn, B.K.P.1
  • 11
    • 34147107086 scopus 로고    scopus 로고
    • Evaluation and validation of landslide-susceptibility maps obtained by a GIS matrix method: Examples from the Betic Cordillera (southern Spain)
    • Irigaray C, Fernández T, El Hamdouni R, Chacón J (2007) Evaluation and validation of landslide-susceptibility maps obtained by a GIS matrix method: Examples from the Betic Cordillera (southern Spain). Nat Hazards 41(1):61-79
    • (2007) Nat Hazards , vol.41 , Issue.1 , pp. 61-79
    • Irigaray, C.1    Fernández, T.2    El Hamdouni, R.3    Chacón, J.4
  • 13
    • 0022173670 scopus 로고
    • Analysis of the phenology of global vegetation using meteorological satellite data
    • Justice CO, Townshend JRG, Holben BN, Tucker CJ (1985) Analysis of the phenology of global vegetation using meteorological satellite data. Int J Remote Sens 6:1271-1318
    • (1985) Int J Remote Sens , vol.6 , pp. 1271-1318
    • Justice, C.O.1    Townshend, J.R.G.2    Holben, B.N.3    Tucker, C.J.4
  • 14
    • 33644523106 scopus 로고    scopus 로고
    • Automated watershed delineation for spatial information extraction and slopeland sediment yield evaluation
    • PhD dissertation, National Chung Hsing University, Taiwan (in Chinese with English abstract)
    • Lin WT (2002) Automated watershed delineation for spatial information extraction and slopeland sediment yield evaluation. PhD dissertation, National Chung Hsing University, Taiwan (in Chinese with English abstract)
    • (2002)
    • Lin, W.T.1
  • 16
    • 0344098900 scopus 로고    scopus 로고
    • A GIS-based potential analysis of the landslides induced by the Chi-Chi earthquake
    • Lin ML, Tung CC (2003) A GIS-based potential analysis of the landslides induced by the Chi-Chi earthquake. Eng Geol 71:63-77
    • (2003) Eng Geol , vol.71 , pp. 63-77
    • Lin, M.L.1    Tung, C.C.2
  • 17
    • 54949121297 scopus 로고    scopus 로고
    • The application of supervised neural network technique on satellite image classification
    • (in Chinese with English abstract)
    • Lin WT, Chou TY, Lin CY (2001) The application of supervised neural network technique on satellite image classification. J Chin Photogramm Remote Sens 6(1):41-58 (in Chinese with English abstract)
    • (2001) J Chin Photogramm Remote Sens , vol.6 , Issue.1 , pp. 41-58
    • Lin, W.T.1    Chou, T.Y.2    Lin, C.Y.3
  • 18
    • 17844395721 scopus 로고    scopus 로고
    • Vegetation recovery monitoring and assessment at landslides caused by earthquake in Central Taiwan
    • Lin WT, Chou WC, Lin CY, Huang PH, Tsai JS (2005) Vegetation recovery monitoring and assessment at landslides caused by earthquake in Central Taiwan. For Ecol Manage 210:55-66
    • (2005) For Ecol Manage , vol.210 , pp. 55-66
    • Lin, W.T.1    Chou, W.C.2    Lin, C.Y.3    Huang, P.H.4    Tsai, J.S.5
  • 19
    • 14244268530 scopus 로고    scopus 로고
    • A landslide hazard assessment and vulnerability appraisal procedure: Vunguvungu/Banga Catchment, Northern Malawi
    • Msilimba GG, Holmes PJ (2005) A landslide hazard assessment and vulnerability appraisal procedure: Vunguvungu/Banga Catchment, Northern Malawi. Nat Hazards 34(2):199-216
    • (2005) Nat Hazards , vol.34 , Issue.2 , pp. 199-216
    • Msilimba, G.G.1    Holmes, P.J.2
  • 21
    • 2442464831 scopus 로고    scopus 로고
    • GIS-based spatial analysis and modeling for landslide hazard assessment in steeplands, southern Honduras
    • Perotto-Baldiviezo HL, Thurow TL, Smith CT, Fisher RF, Wu XB (2004) GIS-based spatial analysis and modeling for landslide hazard assessment in steeplands, southern Honduras. Agric Ecosyst Environ 103:165-176
    • (2004) Agric Ecosyst Environ , vol.103 , pp. 165-176
    • Perotto-Baldiviezo, H.L.1    Thurow, T.L.2    Smith, C.T.3    Fisher, R.F.4    Wu, X.B.5
  • 22
    • 0031988679 scopus 로고    scopus 로고
    • A comparison of four algorithms for change detection in an urban environment
    • Ridd MK, Liu J (1998) A comparison of four algorithms for change detection in an urban environment. Remote Sens Environ 63:95-100
    • (1998) Remote Sens Environ , vol.63 , pp. 95-100
    • Ridd, M.K.1    Liu, J.2
  • 23
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart DE, Hinton GE, Williams RJ (1986) Learning representations by back-propagating errors. Nature 323:533-535
    • (1986) Nature , vol.323 , pp. 533-535
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 25
    • 0034653268 scopus 로고    scopus 로고
    • Combining AVHRR-NDVI and landuse data to describe temporal and spatial dynamics of vegetation
    • Senay GB, Elliott RL (2000) Combining AVHRR-NDVI and landuse data to describe temporal and spatial dynamics of vegetation. For Ecol Manage 128:83-91
    • (2000) For Ecol Manage , vol.128 , pp. 83-91
    • Senay, G.B.1    Elliott, R.L.2
  • 26
    • 0037367005 scopus 로고    scopus 로고
    • Analysis of the Chiufengershan landslide triggered by the 1999 Chi-Chi earthquake in Taiwan
    • Shou KJ, Wang CF (2003) Analysis of the Chiufengershan landslide triggered by the 1999 Chi-Chi earthquake in Taiwan. Eng Geol 68:237-250
    • (2003) Eng Geol , vol.68 , pp. 237-250
    • Shou, K.J.1    Wang, C.F.2
  • 27
    • 0034482007 scopus 로고    scopus 로고
    • Combining multiple classifiers: An application using spatial and remotely sensed information for land cover type matching
    • Steele BM (2000) Combining multiple classifiers: An application using spatial and remotely sensed information for land cover type matching. Remote Sens Environ 74(3):545-556
    • (2000) Remote Sens Environ , vol.74 , Issue.3 , pp. 545-556
    • Steele, B.M.1
  • 29
    • 0036477182 scopus 로고    scopus 로고
    • A derivative-aided hyperspectral image analysis system for land-cover classification
    • Tsai F, Philpot WD (2002) A derivative-aided hyperspectral image analysis system for land-cover classification. IEEE Trans Geosci Remote Sens 40:416-425
    • (2002) IEEE Trans Geosci Remote Sens , vol.40 , pp. 416-425
    • Tsai, F.1    Philpot, W.D.2
  • 30
    • 2342557976 scopus 로고    scopus 로고
    • Regional assessment of the effects of land-use change on landslide hazard by means of physically based modelling
    • Van Beek LPH, Van Asch ThWJ (2004) Regional assessment of the effects of land-use change on landslide hazard by means of physically based modelling. Nat Hazards 31(1):289-304
    • (2004) Nat Hazards , vol.31 , Issue.1 , pp. 289-304
    • Van Beek, L.P.H.1    Van Asch, Th.W.J.2
  • 31
    • 0037399656 scopus 로고    scopus 로고
    • Geological and geomorphological precursors of the Chiu-fen-erh-shan landslide triggered by the Chi-Chi earthquake in central Taiwan
    • Wang WN, Chigira M, Furuya T (2003) Geological and geomorphological precursors of the Chiu-fen-erh-shan landslide triggered by the Chi-Chi earthquake in central Taiwan. Eng Geol 69:1-13
    • (2003) Eng Geol , vol.69 , pp. 1-13
    • Wang, W.N.1    Chigira, M.2    Furuya, T.3
  • 32
    • 34147133894 scopus 로고    scopus 로고
    • Analysis of a spatial distribution of landslides triggered by the 2004 Chuetsu earthquakes of Niigata Prefecture, Japan
    • Wang HB, Sassa K, Xu WY (2007) Analysis of a spatial distribution of landslides triggered by the 2004 Chuetsu earthquakes of Niigata Prefecture, Japan. Nat Hazards 41(1):43-60
    • (2007) Nat Hazards , vol.41 , Issue.1 , pp. 43-60
    • Wang, H.B.1    Sassa, K.2    Xu, W.Y.3
  • 33
    • 6444239877 scopus 로고    scopus 로고
    • Application of remotely sensed data to the assessment of terrain factors affecting Tsao-Ling landslide
    • Yang MD, Yang YF, Hsu SC (2004) Application of remotely sensed data to the assessment of terrain factors affecting Tsao-Ling landslide. Can J Remote Sens 30(4):593-603
    • (2004) Can J Remote Sens , vol.30 , Issue.4 , pp. 593-603
    • Yang, M.D.1    Yang, Y.F.2    Hsu, S.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.