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Volumn 22, Issue 8, 2009, Pages 580-588

A knowledge-based decision support system to analyze the debris-flow problems at Chen-Yu-Lan River, Taiwan

Author keywords

Data Mining; Debris flow; Debris flow decision support system; Support vector machine

Indexed keywords

AERIAL PHOTOS; DATA MINING TECHNIQUES; DECISION MAKERS; DECISION TREE ANALYSIS; FLOW MANAGEMENT; FLOW PROBLEMS; HYBRID MODEL; HYDRAULIC CONDITIONS; KNOWLEDGE BASED DECISION SUPPORT SYSTEMS; NORMALIZED DIFFERENCE VEGETATION INDEX; PREDICTION ACCURACY; SOCIO-ECONOMICS; SPATIAL DATABASE; SPATIAL DECISION SUPPORT SYSTEMS; SPATIAL INFORMATION SYSTEMS; TESTING SAMPLES; WATERSHED AREAS;

EID: 70349781654     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2009.07.008     Document Type: Article
Times cited : (71)

References (45)
  • 1
    • 0027334438 scopus 로고
    • A statistical approach to evaluate debris avalanche activity in central Viginia
    • Auer K., and Shakoor A. A statistical approach to evaluate debris avalanche activity in central Viginia. Engineering Geology 33 (1993) 305-321
    • (1993) Engineering Geology , vol.33 , pp. 305-321
    • Auer, K.1    Shakoor, A.2
  • 5
    • 0033496717 scopus 로고    scopus 로고
    • Use of GIS technology in the prediction and monitoring of landslide hazard
    • Carrara A., Guzzetti F., Cardinali M., and Reichenbach P. Use of GIS technology in the prediction and monitoring of landslide hazard. Natural Hazards 20 2-3 (1999) 117-135
    • (1999) Natural Hazards , vol.20 , Issue.2-3 , pp. 117-135
    • Carrara, A.1    Guzzetti, F.2    Cardinali, M.3    Reichenbach, P.4
  • 6
    • 58849085128 scopus 로고    scopus 로고
    • The Use of Earth Observing Satellites for Hazard Support: Assessments and Scenarios
    • CEOS
    • CEOS, The Use of Earth Observing Satellites for Hazard Support: Assessments and Scenarios, Final Report of the CEOS Disaster Management Support Group (DMSG), 2003.
    • (2003) Final Report of the CEOS Disaster Management Support Group (DMSG)
  • 7
    • 31844437924 scopus 로고    scopus 로고
    • Controlling factors of hazardous debris flow in Taiwan
    • Chen H. Controlling factors of hazardous debris flow in Taiwan. Quaternary International 147 (2006) 3-15
    • (2006) Quaternary International , vol.147 , pp. 3-15
    • Chen, H.1
  • 8
    • 2142706944 scopus 로고
    • Preliminary study of the material properties of the debris flow at Tong-Mang
    • Chen R.H., Lin M.L., and Chen H. Preliminary study of the material properties of the debris flow at Tong-Mang. Journal of Chinese Soil and Water Conservation 24 1 (1993) 65-73
    • (1993) Journal of Chinese Soil and Water Conservation , vol.24 , Issue.1 , pp. 65-73
    • Chen, R.H.1    Lin, M.L.2    Chen, H.3
  • 9
    • 0030680794 scopus 로고    scopus 로고
    • A comprehensive debris flow hazards mitigation program in Taiwan, Debris-Flow Hazards Mitigation: Mechanics, Prediction, and Assessment
    • ASCE, New York
    • J.D. Cheng, H.L. Wu, L.J. Chen, A comprehensive debris flow hazards mitigation program in Taiwan, Debris-Flow Hazards Mitigation: Mechanics, Prediction, and Assessment, in: Proceedings of the First International Conference, ASCE, New York, 1997a, pp. 93-102.
    • (1997) Proceedings of the First International Conference , pp. 93-102
    • Cheng, J.D.1    Wu, H.L.2    Chen, L.J.3
  • 10
  • 11
    • 23844497114 scopus 로고    scopus 로고
    • Spatial knowledge database as applied to the detection of change in urban land use
    • Chou T.Y., Lei T.C., Wan S., and Yang L.S. Spatial knowledge database as applied to the detection of change in urban land use. International Journal of Remote Sensing 26 14 (2005) 3047-3068
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.14 , pp. 3047-3068
    • Chou, T.Y.1    Lei, T.C.2    Wan, S.3    Yang, L.S.4
  • 12
    • 0004978945 scopus 로고    scopus 로고
    • Volumetric analysis and hydrologic characterization of a modern debris flow near Yucca mountain, Nevada
    • Coe J.A., Glancy P.A., and Whitney J.W. Volumetric analysis and hydrologic characterization of a modern debris flow near Yucca mountain, Nevada. Geomorphology 20 (1997) 11-28
    • (1997) Geomorphology , vol.20 , pp. 11-28
    • Coe, J.A.1    Glancy, P.A.2    Whitney, J.W.3
  • 16
    • 0025197795 scopus 로고
    • Landslide hazard zoning using the GIS approach - a case study from Ramganga Catchment, Himalayas
    • Gupta B.P., and Joshi B.C. Landslide hazard zoning using the GIS approach - a case study from Ramganga Catchment, Himalayas. Engineering Geology 28 (1990) 119-131
    • (1990) Engineering Geology , vol.28 , pp. 119-131
    • Gupta, B.P.1    Joshi, B.C.2
  • 17
    • 2142657599 scopus 로고    scopus 로고
    • Typhoon Herb, the new-central-cross-island-highway and slopeland failures in central Taiwan
    • Hung J.J. Typhoon Herb, the new-central-cross-island-highway and slopeland failures in central Taiwan. Journal of Sino-Geotechnics 57 (1996) 25-30
    • (1996) Journal of Sino-Geotechnics , vol.57 , pp. 25-30
    • Hung, J.J.1
  • 21
    • 2942560406 scopus 로고    scopus 로고
    • Contrasts between debris flows, hyper concentrated flows and stream flows at a channel of Mount Semeru, East Java, Indonesia
    • Lavigne F., and Suwa H. Contrasts between debris flows, hyper concentrated flows and stream flows at a channel of Mount Semeru, East Java, Indonesia. Geomorphology 61 (2004) 41-58
    • (2004) Geomorphology , vol.61 , pp. 41-58
    • Lavigne, F.1    Suwa, H.2
  • 22
    • 7544221310 scopus 로고    scopus 로고
    • Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China
    • Lan H.X., Zhou C.H., Wang L.J., Zhang H.Y., and Li R.H. Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China. Engineering Geology 76 (2004) 109-128
    • (2004) Engineering Geology , vol.76 , pp. 109-128
    • Lan, H.X.1    Zhou, C.H.2    Wang, L.J.3    Zhang, H.Y.4    Li, R.H.5
  • 23
    • 33746450848 scopus 로고    scopus 로고
    • Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models
    • Lee S., and Sambath T. Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models. Environmental Geology 50 6 (2006) 847-855
    • (2006) Environmental Geology , vol.50 , Issue.6 , pp. 847-855
    • Lee, S.1    Sambath, T.2
  • 25
    • 39549119328 scopus 로고    scopus 로고
    • The comparison of PCA and discrete rough set for feature extraction of remote sensing image classification - a case study on rice classification, Taiwan
    • Lei T.C., Wan S., and Chou T.Y. The comparison of PCA and discrete rough set for feature extraction of remote sensing image classification - a case study on rice classification, Taiwan. Computational Geosciences 12 1 (2008) 1-14
    • (2008) Computational Geosciences , vol.12 , Issue.1 , pp. 1-14
    • Lei, T.C.1    Wan, S.2    Chou, T.Y.3
  • 26
    • 0036837313 scopus 로고    scopus 로고
    • Assessing debris-flow hazard in a watershed in Taiwan
    • Lin P.S., Lin J.Y., Hung J.C., and Yang M.D. Assessing debris-flow hazard in a watershed in Taiwan. Engineering Geology 66 (2002) 295-313
    • (2002) Engineering Geology , vol.66 , pp. 295-313
    • Lin, P.S.1    Lin, J.Y.2    Hung, J.C.3    Yang, M.D.4
  • 29
    • 14844334215 scopus 로고    scopus 로고
    • Triggering conditions and mobility of debris flows associated to complex earthflows
    • Maleta J.-P., Laigleb D., Rematrea A., and Maquairea O. Triggering conditions and mobility of debris flows associated to complex earthflows. Geomorphology 66 (2005) 215-235
    • (2005) Geomorphology , vol.66 , pp. 215-235
    • Maleta, J.-P.1    Laigleb, D.2    Rematrea, A.3    Maquairea, O.4
  • 30
    • 33746870002 scopus 로고    scopus 로고
    • Support vector machines-based modelling of seismic liquefaction potential international
    • Pal M. Support vector machines-based modelling of seismic liquefaction potential international. Journal for Numerical and Analytical Methods in Geomechanics 30 (2006) 983-996
    • (2006) Journal for Numerical and Analytical Methods in Geomechanics , vol.30 , pp. 983-996
    • Pal, M.1
  • 31
    • 0026614634 scopus 로고
    • Landslide hazard mapping based on geological attributes
    • Pachauri A.K., and Pant M. Landslide hazard mapping based on geological attributes. Engineering Geology 32 (1992) 81-100
    • (1992) Engineering Geology , vol.32 , pp. 81-100
    • Pachauri, A.K.1    Pant, M.2
  • 32
    • 0026154509 scopus 로고
    • A survey of decision tree classifier methodology transactions on systems, man, and cybernetics
    • Safavian S.R., and Landgrebe D. A survey of decision tree classifier methodology transactions on systems, man, and cybernetics. IEEE Transactions on Systems, Man, and Cybernetics 21 3 (1991) 660-674
    • (1991) IEEE Transactions on Systems, Man, and Cybernetics , vol.21 , Issue.3 , pp. 660-674
    • Safavian, S.R.1    Landgrebe, D.2
  • 33
    • 0742305111 scopus 로고    scopus 로고
    • A GIS-based multivariate statistical analysis for shallow landslide susceptibility mapping in La pobla de Lillet area (Eastern Pyrenees, Spain)
    • Santacana N., Baeza B., Corominas J., De Paz A., and Marturiá J. A GIS-based multivariate statistical analysis for shallow landslide susceptibility mapping in La pobla de Lillet area (Eastern Pyrenees, Spain). Natural Hazards 30 3 (2003) 281-295
    • (2003) Natural Hazards , vol.30 , Issue.3 , pp. 281-295
    • Santacana, N.1    Baeza, B.2    Corominas, J.3    De Paz, A.4    Marturiá, J.5
  • 35
    • 0029656470 scopus 로고
    • A numerical simulation of debris flow and its application
    • Shieh C.L., Jan C.D., and Tsai Y.F. A numerical simulation of debris flow and its application. Natural Hazards 13 (1995) 39-54
    • (1995) Natural Hazards , vol.13 , pp. 39-54
    • Shieh, C.L.1    Jan, C.D.2    Tsai, Y.F.3
  • 37
    • 37749027001 scopus 로고    scopus 로고
    • Support vector machine training for improved hidden Markov modeling
    • Sloin A., and Burshtein D. Support vector machine training for improved hidden Markov modeling. IEEE Transactions on Signal Processing 56 (2008) 172-188
    • (2008) IEEE Transactions on Signal Processing , vol.56 , pp. 172-188
    • Sloin, A.1    Burshtein, D.2
  • 39
    • 0742322763 scopus 로고    scopus 로고
    • Use of geomorphological information in indirect landslide susceptibility assessment
    • Van Westen C.J., Rengers N., and Soeters R. Use of geomorphological information in indirect landslide susceptibility assessment. Natural Hazards 30 3 (2003) 399-419
    • (2003) Natural Hazards , vol.30 , Issue.3 , pp. 399-419
    • Van Westen, C.J.1    Rengers, N.2    Soeters, R.3
  • 40
    • 44149113258 scopus 로고    scopus 로고
    • Knowledge rules of debris flow event: a case study for investigation ChenYu Lan River, Taiwan
    • Wan S., Lei T.C., Huang P.C., and Chou T.Y. Knowledge rules of debris flow event: a case study for investigation ChenYu Lan River, Taiwan. Engineering Geology 98 (2008) 102-114
    • (2008) Engineering Geology , vol.98 , pp. 102-114
    • Wan, S.1    Lei, T.C.2    Huang, P.C.3    Chou, T.Y.4
  • 41
    • 72549096641 scopus 로고    scopus 로고
    • A novel data mining technique of analysis and classification for landslide problems
    • doi:10.1007/s11069-009-9366-3
    • S. Wan, T.C. Lei, T.Y. Chou, A novel data mining technique of analysis and classification for landslide problems, Natural Hazards, 2009a, doi:10.1007/s11069-009-9366-3.
    • Natural Hazards , vol.2009 a
    • Wan, S.1    Lei, T.C.2    Chou, T.Y.3
  • 42
    • 77949517615 scopus 로고    scopus 로고
    • An enhanced supervised spatial decision support system of image classification: Consideration on the ancillary information of paddy rice area
    • doi:10.1080/13658810802587709
    • S. Wan, T.C. Lei, T.Y. Chou, An enhanced supervised spatial decision support system of image classification: consideration on the ancillary information of paddy rice area, International Journal of Geographical Information Science, 2009b, doi:10.1080/13658810802587709.
    • International Journal of Geographical Information Science , vol.2009 b
    • Wan, S.1    Lei, T.C.2    Chou, T.Y.3
  • 45
    • 0141975913 scopus 로고    scopus 로고
    • Debris flows in Glacier National Park, Montana: geomorphology and hazards
    • Wilkerson F.D., and Schmid G.L. Debris flows in Glacier National Park, Montana: geomorphology and hazards. Geomorphology 55 (2003) 317-328
    • (2003) Geomorphology , vol.55 , pp. 317-328
    • Wilkerson, F.D.1    Schmid, G.L.2


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