메뉴 건너뛰기




Volumn 14, Issue 2, 2014, Pages 259-278

Sample size matters: Investigating the effect of sample size on a logistic regression susceptibility model for debris flows

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84894265588     PISSN: 15618633     EISSN: 16849981     Source Type: Journal    
DOI: 10.5194/nhess-14-259-2014     Document Type: Article
Times cited : (136)

References (93)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • edited by: Petrov, B. N. and Csaki, F., Akademiai Kiado, Budapest
    • Akaike, H.: Information Theory and an Extension of the Maximum Likelihood Principle, in: Proceedings of the Second International Symposium on Information Theory, edited by: Petrov, B. N. and Csaki, F., Akademiai Kiado, Budapest, 267-281, 1973
    • (1973) Proceedings of the Second International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 4
    • 0032416357 scopus 로고    scopus 로고
    • Generalized linear modelling in geomorphology
    • DOI 10.1002/(SICI)1096-9837(199812)23:13<1185::AID-ESP928>3.0.CO;2- W
    • Atkinson, P. M., Jiskoot, H., Massari, R., and Murray, T.: Generalized linear modelling in geomorphology, Earth Surf. Proc. Land., 23, 1185-1195, 1998 (Pubitemid 29171082)
    • (1998) Earth Surface Processes and Landforms , vol.23 , Issue.13 , pp. 1185-1195
    • Atkinson, P.1    Jiskoot, H.2    Massari, R.3    Murray, T.4
  • 6
    • 0035504117 scopus 로고    scopus 로고
    • Assessment of shallow landslide susceptibility by means of multivariate statistical techniques
    • DOI 10.1002/esp.263
    • Baeza, C. and Corominas, J.: Assessment of Shallow Landslide Susceptibility by Means of Multivariate Statistical Techniques, Earth Surf. Proc. Land., 26, 1251-1263, 2001 (Pubitemid 33071794)
    • (2001) Earth Surface Processes and Landforms , vol.26 , Issue.12 , pp. 1251-1263
    • Baeza, C.1    Corominas, J.2
  • 8
    • 32344452779 scopus 로고    scopus 로고
    • Validation and evaluation of predictive models in hazard assessment and risk management
    • DOI 10.1007/s11069-005-5182-6
    • Beguería, S.: Validation and Evaluation of Predicitve Models in Hazard Assessment and Risk Management, Nat. Hazards, 37, 315-329, 2006 (Pubitemid 43216621)
    • (2006) Natural Hazards , vol.37 , Issue.3 , pp. 315-329
    • Begueria, S.1
  • 9
    • 32644447644 scopus 로고    scopus 로고
    • Changes in land cover and shallow landslide activity: A case study in the Spanish Pyrenees
    • DOI 10.1016/j.geomorph.2005.07.018, PII S0169555X05002692
    • Beguería, S.: Changes in land cover and shallow landslide activity: A case study in the Spanish Pyrenees, Geomorphology, 74, 196-206, doi:10.1016/j.geomorph.2005.07.018, 2006 (Pubitemid 43240074)
    • (2006) Geomorphology , vol.74 , Issue.1-4 , pp. 196-206
    • Begueria, S.1
  • 11
    • 84858806093 scopus 로고    scopus 로고
    • Assessment of landslide age, landslide persistence and human impact using airborne laser scanning digital terrain models
    • doi:10.1111/j.1468-0459.2012.00454.x
    • Bell, R., Petschko, H., Röhrs, M., and Dix, A.: Assessment of landslide age, landslide persistence and human impact using airborne laser scanning digital terrain models, Geograf. Ann. A, 94, 135- 156, doi:10.1111/j.1468-0459.2012.00454.x, 2012
    • (2012) Geograf. Ann. A , vol.94 , pp. 135-156
    • Bell, R.1    Petschko, H.2    Röhrs, M.3    Dix, A.4
  • 12
    • 0031688283 scopus 로고    scopus 로고
    • Slope instability zonation: A comparison between certainty factor and fuzzy Dempster-Shafer approaches
    • DOI 10.1023/A:1008001724538
    • Binaghi, E., Luzi, L., Madella, P., Pergalani, F., and Rampini, A.: Slope Instability Zonation: A Comparison between Certainty Factor and Fuzzy Dempster-Shafer Approaches, Nat. Hazards, 17, 77-97, 1998 (Pubitemid 28463484)
    • (1998) Natural Hazards , vol.17 , Issue.1 , pp. 77-97
    • Binaghi, E.1    Luzi, L.2    Madella, P.3    Pergalani, F.4    Rampini, A.5
  • 13
    • 78649573706 scopus 로고    scopus 로고
    • Debris flow hazard modelling on medium scale: Valtellina di tirano, Italy
    • doi:10.5194/nhess-10-2379-2010
    • Blahut, J., Horton, P., Sterlacchini, S., and Jaboyedoff, M.: Debris flow hazard modelling on medium scale: Valtellina di Tirano, Italy, Nat. Hazards Earth Syst. Sci., 10, 2379-2390, doi:10.5194/nhess-10-2379-2010, 2010a
    • (2010) Nat. Hazards Earth Syst. Sci , vol.10 , pp. 2379-2390
    • Blahut, J.1    Horton, P.2    Sterlacchini, S.3    Jaboyedoff, M.4
  • 14
    • 77952673387 scopus 로고    scopus 로고
    • Analysis of landslide inventories for accurate prediction of debris-flow source areas
    • Blahut, J., van Westen, C. J., and Sterlacchini, S.: Analysis of landslide inventories for accurate prediction of debris-flow source areas, Geomorphology, 119, 36-51, 2010b
    • (2010) Geomorphology , vol.119 , pp. 36-51
    • Blahut, J.1    Van Westen, C.J.2    Sterlacchini, S.3
  • 15
    • 0001723507 scopus 로고
    • Geographic information systems for geoscientists
    • Pergamon, Elsevier Science Publications, Kidlington, Tarrytown NY, Tokyo
    • Bonham-Carter, G.: Geographic Information Systems for Geoscientists, vol. 13 of Computer Methods in the Geosciences, Pergamon, Elsevier Science Publications, Kidlington, Tarrytown NY, Tokyo, 1994
    • (1994) Computer Methods in the Geosciences , vol.13
    • Bonham-Carter, G.1
  • 16
    • 0033397416 scopus 로고    scopus 로고
    • The role of debris supply conditions in predicting debris flow activity
    • DOI 10.1002/(SICI)1096-9837(199910)24:11<1039::AID-ESP29>3.0.CO;2-U
    • Bovis, M. J. and Jakob, M.: The role of debris supply conditions in predicting debris flow activity, Earth Surf. Proc. Land., 24, 1039-1054, 1999 (Pubitemid 30024941)
    • (1999) Earth Surface Processes and Landforms , vol.24 , Issue.11 , pp. 1039-1054
    • Bovis, M.J.1    Jakob, M.2
  • 17
    • 30844446670 scopus 로고    scopus 로고
    • Spatial prediction models for landslide hazards: Review, comparison and evaluation
    • Brenning, A.: Spatial prediction models for landslide hazards: review, comparison and evaluation, Nat. Hazards Earth Syst. Sci., 5, 853-862, doi:10.5194/nhess-5-853-2005, 2005 (Pubitemid 43103317)
    • (2005) Natural Hazards and Earth System Science , vol.5 , Issue.6 , pp. 853-862
    • Brenning, A.1
  • 18
    • 57049088199 scopus 로고    scopus 로고
    • Statistical geocomputing combining R and SAGA: The example of landslide susceptibility analysis with generalized additive models
    • SAGA - Seconds Out edited by: Böhner, J., Blaschke, T., and Montanarella L., Institute for Geography, University of Hamburg, Hamburg, Germany
    • Brenning, A.: Statistical geocomputing combining R and SAGA: The example of landslide susceptibility analysis with generalized additive models, in: SAGA - Seconds Out, vol. 19 of Hamburger Beiträge zur Physischen Geographie und Landschaftsökologie, edited by: Böhner, J., Blaschke, T., and Montanarella, L., Institute for Geography, University of Hamburg, Hamburg, Germany, 2008
    • (2008) Hamburger Beiträge Zur Physischen Geographie und Landschaftsökologie , vol.19
    • Brenning, A.1
  • 20
    • 30444448236 scopus 로고    scopus 로고
    • Sampling and statistical analyses of BTS measurements
    • DOI 10.1002/ppp.541
    • Brenning, A., Gruber, S., and Hoelzle, M.: Sampling and statistical analyses of BTS measurements, Permafrost Periglac. Process., 16, 383-393, doi:10.1002/ppp.541, 2005 (Pubitemid 43070894)
    • (2005) Permafrost and Periglacial Processes , vol.16 , Issue.4 , pp. 383-393
    • Brenning, A.1    Gruber, S.2    Hoelzle, M.3
  • 21
    • 77955157376 scopus 로고    scopus 로고
    • Glmulti: An r package for easy automated model selection with (generalized)
    • Calcagno, V. and Mazancourt, C. D.: glmulti: An R Package for Easy Automated Model Selection with (Generalized) Linear Models, J. Stat. Softw., 34, 1-29, 2010
    • (2010) Linear Models, J. Stat. Softw , vol.34 , pp. 1-29
    • Calcagno, V.1    Mazancourt, C.D.2
  • 22
    • 38149036565 scopus 로고    scopus 로고
    • Comparing models of debris-flow susceptibility in the alpine environment
    • doi:10.1016/j.geomorph.2006.10.033
    • Carrara, A., Crosta, G., and Frattini, P.: Comparing models of debris-flow susceptibility in the alpine environment, Geomorphology, 94, 353-378, doi:10.1016/j.geomorph.2006.10.033, 2008
    • (2008) Geomorphology , vol.94 , pp. 353-378
    • Carrara, A.1    Crosta, G.2    Frattini, P.3
  • 23
    • 0742288013 scopus 로고    scopus 로고
    • Validation of spatial prediction models for landslide hazard mapping
    • DOI 10.1023/B:NHAZ.0000007172.62651.2b
    • Chung, C.-J. F. and Fabbri, A.: Validation of Spatial Prediction Models for Landslide Hazard Mapping, Nat. Hazards, 30, 451-472, 2003 (Pubitemid 38157959)
    • (2003) Natural Hazards , vol.30 , Issue.3 , pp. 451-472
    • Chung, C.-J.-F.1    Fabbri, A.G.2
  • 24
    • 0000153536 scopus 로고
    • Distance to nearest neighbor as a measure of spatial relationships in populations
    • Clark, P. and Evans, F.: Distance to Nearest Neighbor as a Measure of Spatial Relationships in Populations, Ecology, 35, 445-453, 1954
    • (1954) Ecology , vol.35 , pp. 445-453
    • Clark, P.1    Evans, F.2
  • 25
    • 41149120785 scopus 로고    scopus 로고
    • Initiation conditions for debris flows generated by runoff at chalk cliffs, central colorado
    • doi:10.1016/j.geomorph.2007.03.017
    • Coe, J. A., Kinner, D. A., and Godt, J. W.: Initiation conditions for debris flows generated by runoff at Chalk Cliffs, central Colorado, Geomorphology, 96, 270-297, doi:10.1016/j.geomorph.2007.03.017, 2008
    • (2008) Geomorphology , vol.96 , pp. 270-297
    • Coe, J.A.1    Kinner, D.A.2    Godt, J.W.3
  • 26
    • 14844322351 scopus 로고    scopus 로고
    • Artificial Neural Networks applied to landslide susceptibility assessment
    • DOI 10.1016/j.geomorph.2004.09.025, PII S0169555X04002272
    • Ermini, L., Catani, F., and Casagli, N.: Artificial Neural Networks applied to landslide susceptibility assessment, Geomorphology, 66, 327-343, 2005 (Pubitemid 40350814)
    • (2005) Geomorphology , vol.66 , Issue.1-4 SPEC. ISS. , pp. 327-343
    • Ermini, L.1    Catani, F.2    Casagli, N.3
  • 27
    • 0742322760 scopus 로고    scopus 로고
    • Is prediction of future landslides possible with a GIS?
    • DOI 10.1023/B:NHAZ.0000007282.62071.75
    • Fabbri, A. G., Chung, C. J. F., Cendrero, A., and Remondo, J.: Is Prediction of Future Landslides Possible with a GIS?, Nat. Hazards, 30, 487-499, 2003 (Pubitemid 38149625)
    • (2003) Natural Hazards , vol.30 , Issue.3 , pp. 487-499
    • Fabbri, A.G.1    Chung, C.-J.F.2    Cendrero, A.3    Remondo, J.4
  • 29
    • 0025919818 scopus 로고
    • Calculating catchment area with divergent flow based on a regular grid
    • Freeman, G. T.: Calculating catchment area with divergent flow based on a regular grid, Comput. Geosci., 17, 413-422, 1991
    • (1991) Comput. Geosci , vol.17 , pp. 413-422
    • Freeman, G.T.1
  • 31
    • 78149239835 scopus 로고
    • How many subjects does it take to do a regression analysis
    • doi:10.1207/s15327906mbr2603-7
    • Green, S. B.: How Many Subjects Does It Take To Do A Regression Analysis, Multivar. Behav. Res., 26, 499-510, doi:10.1207/s15327906mbr2603-7, 1991
    • (1991) Multivar. Behav. Res , vol.26 , pp. 499-510
    • Green, S.B.1
  • 32
    • 84863336952 scopus 로고    scopus 로고
    • Logistic regression applied to natural hazards: Rare event logistic regression with replications
    • doi:10.5194/nhess-12-1937-2012
    • Guns, M. and Vanacker, V.: Logistic regression applied to natural hazards: rare event logistic regression with replications, Nat Hazards Earth Syst. Sci., 12, 1937-1947, doi:10.5194/nhess-12- 1937-2012, 2012
    • (2012) Nat Hazards Earth Syst Sci , vol.12 , pp. 1937-1947
    • Guns, M.1    Vanacker, V.2
  • 34
    • 33749586744 scopus 로고    scopus 로고
    • Estimating the quality of landslide susceptibility models
    • DOI 10.1016/j.geomorph.2006.04.007, PII S0169555X06001371
    • Guzzetti, F., Reichenbach, P., Ardizzone, F., Cardinali, M., and Galli, M.: Estimating the quality of landslide susceptibility models, Geomorphology, 81, 166-184, doi:10.1016/j.geomorph.2006.04.007, 2006b (Pubitemid 44542523)
    • (2006) Geomorphology , vol.81 , Issue.1-2 , pp. 166-184
    • Guzzetti, F.1    Reichenbach, P.2    Ardizzone, F.3    Cardinali, M.4    Galli, M.5
  • 35
  • 36
    • 0034485432 scopus 로고    scopus 로고
    • Einflusse von Niederschlag und Substat auf die ausloung von Hangmuren in Beispielgebieten der Ostalpen
    • Angewandte und vernetzte geomorphologische Prozebforschung
    • Hagg, W. and Becht, M.: Einflüsse von Niederschlag und Substrat auf die Murauslösung in Beispielgebieten der Ostalpen, Z. Geomorphol., 123, 79-92, 2000 (Pubitemid 32161174)
    • (2000) Zeitschrift fur Geomorphologie, Supplementband , vol.123 , pp. 79-92
    • Hagg, W.1    Becht, M.2
  • 37
    • 67649834241 scopus 로고    scopus 로고
    • Invesigating the transferability of a statistical disposition model for slope-type debris flows
    • Heckmann, T. and Becht, M.: Invesigating the transferability of a statistical disposition model for slope-type debris flows, Erdkunde, 63, 19-33, 2009
    • (2009) Erdkunde , vol.63 , pp. 19-33
    • Heckmann, T.1    Becht, M.2
  • 38
    • 84871679158 scopus 로고    scopus 로고
    • Geomorphic coupling and sediment connectivity in an alpine catchment - Exploring sediment cascades using graph theory
    • doi:10.1016/j.geomorph.2012.10.033
    • Heckmann, T. and Schwanghart, W.: Geomorphic coupling and sediment connectivity in an alpine catchment - Exploring sediment cascades using graph theory, Geomorphology, 182, 89-103, doi:10.1016/j.geomorph.2012.10.033, 2013
    • (2013) Geomorphology , vol.182 , pp. 89-103
    • Heckmann, T.1    Schwanghart, W.2
  • 39
    • 44649131389 scopus 로고    scopus 로고
    • Sediment budget and morphodynamics of an alpine talus cone on different timescales
    • Heckmann, T., Haas, F., Wichmann, V., and Morche, D.: Sediment Budget and Morphodynamics of an Alpine Talus Cone on Different Timescales, Z. Geomorphol., 52, 103-121, 2008
    • (2008) Z. Geomorphol , vol.52 , pp. 103-121
    • Heckmann, T.1    Haas, F.2    Wichmann, V.3    Morche, D.4
  • 41
    • 78650702958 scopus 로고    scopus 로고
    • Novel theoretical insights into geomorphic process-environment relationships using simulated response curves
    • doi:10.1002/esp.2048
    • Hjort, J. and Luoto, M.: Novel theoretical insights into geomorphic process-environment relationships using simulated response curves, Earth Surf. Proc. Land., 36, 363-371, doi:10.1002/esp.2048, 2011
    • (2011) Earth Surf. Proc. Land , vol.36 , pp. 363-371
    • Hjort, J.1    Luoto, M.2
  • 42
    • 55049090881 scopus 로고    scopus 로고
    • Effects of sample size on the accuracy of geomorphological models
    • Hjort, J. and Marmion, M.: Effects of sample size on the accuracy of geomorphological models, Geomorphology, 102, 341-350, 2008
    • (2008) Geomorphology , vol.102 , pp. 341-350
    • Hjort, J.1    Marmion, M.2
  • 43
    • 79952181011 scopus 로고    scopus 로고
    • Debris flow susceptibility mapping at a regional scale
    • Edited by: Locat, J., Perret D., Turmel D., Demers, D., and Leroueil, S., Presse de l'Université Laval, Laval and Québec
    • Horton, P., Jaboyedoff, M., and Bardou, E.: Debris flow susceptibility mapping at a regional scale, in: Proceedings of the 4th Canadian Conference on Geohazards, edited by: Locat, J., Perret, D., Turmel, D., Demers, D., and Leroueil, S., Presse de l'Université Laval, Laval and Québec, 2008
    • (2008) Proceedings of the 4th Canadian Conference on Geohazards
    • Horton, P.1    Jaboyedoff, M.2    Bardou, E.3
  • 46
  • 47
    • 79952180711 scopus 로고    scopus 로고
    • Assessment of debris-flow susceptibility at medium-scale in the barcelonnette basin, France
    • doi:10.5194/nhess-11-627-2011
    • Kappes, M. S., Malet, J.-P., Remaítre, A., Horton, P., Jaboyedoff, M., and Bell, R.: Assessment of debris-flow susceptibility at medium-scale in the Barcelonnette Basin, France, Nat. Hazards Earth Syst. Sci., 11, 627-641, doi:10.5194/nhess-11-627-2011, 2011
    • (2011) Nat. Hazards Earth Syst. Sci , vol.11 , pp. 627-641
    • Kappes, M.S.1    Malet, J.-P.2    Remaítre, A.3    Horton, P.4    Jaboyedoff, M.5    Bell, R.6
  • 48
    • 4544259831 scopus 로고    scopus 로고
    • Logistic regression in rare events data
    • King, G. and Zeng, L.: Logistic regression in rare events data, Polit. Anal., 9, 137-163, 2001
    • (2001) Polit. Anal , vol.9 , pp. 137-163
    • King, G.1    Zeng, L.2
  • 49
    • 0345566244 scopus 로고    scopus 로고
    • Landslide susceptibility analysis using GIS and artificial neural network
    • DOI 10.1002/esp.593
    • Lee, S., Ryu, J.-H., Min, K., and Won, J.-S.: Landslide Susceptibility Analysis Using GIS and Artificial Neural Network, Earth Surf. Proc. Land., 28, 1361-1376, 2003 (Pubitemid 37515140)
    • (2003) Earth Surface Processes and Landforms , vol.28 , Issue.12 , pp. 1361-1376
    • Lee, S.1    Ryu, J.-H.2    Min, K.3    Won, J.-S.4
  • 50
    • 0027881344 scopus 로고
    • Spatial autocorrelation: Trouble or new paradigm?
    • Legendre, P.: Spatial Autocorrelation: Trouble or New Paradigm?, Ecology, 74, 1659-1673, 1993 (Pubitemid 24408336)
    • (1993) Ecology , vol.74 , Issue.6 , pp. 1659-1673
    • Legendre, P.1
  • 51
    • 33645289453 scopus 로고    scopus 로고
    • Neural network modeling for regional hazard assessment of debris flow in Lake Qionghai Watershed
    • Liu, Y., Guo, H. C., Zou, R., and Wang, L. J.: Neural network modeling for regional hazard assessment of debris flow in Lake Qionghai Watershed, China, Environ. Geol., 49, 968-976, 2006
    • (2006) China, Environ Geol , vol.49 , pp. 968-976
    • Liu, Y.1    Guo, H.C.2    Zou, R.3    Wang, L.J.4
  • 52
    • 17444380775 scopus 로고    scopus 로고
    • Evaluation of current statistical approaches for predictive geomorphological mapping
    • Luoto, M. and Hjort, J.: Evaluation of current statistical approaches for predictive geomorphological mapping, Geomorphology, 67, 299-315, 2005
    • (2005) Geomorphology , vol.67 , pp. 299-315
    • Luoto, M.1    Hjort, J.2
  • 53
    • 75749140043 scopus 로고    scopus 로고
    • Assessing spatial uncertainty in predictive geomorphological mapping: A multi-modelling approach
    • doi:10.1016/j.cageo.2009.07.008
    • Luoto, M., Marmion, M., and Hjort, J.: Assessing spatial uncertainty in predictive geomorphological mapping: A multi-modelling approach, Comput. Geosci., 36, 355-361, doi:10.1016/j.cageo.2009.07.008, 2010
    • (2010) Comput. Geosci , vol.36 , pp. 355-361
    • Luoto, M.1    Marmion, M.2    Hjort, J.3
  • 54
    • 54949085792 scopus 로고    scopus 로고
    • Geomorphology and landslide susceptibility assessment using Gis and bivariate statistics: A case study in southern Italy
    • Magliulo, P., Di Lisio, A., Russo, F., and Zelano, A.: Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy, Nat. Hazards, 47, 411-435, 2008
    • (2008) Nat. Hazards , vol.47 , pp. 411-435
    • Magliulo, P.1    Di Lisio, A.2    Russo, F.3    Zelano, A.4
  • 56
    • 75749130396 scopus 로고    scopus 로고
    • A comparison of predictive methods in modelling the distribution of periglacial landforms in Finnish Lapland
    • Marmion, M., Hjort, J., Thuiller, W., and Luoto, M.: A comparison of predictive methods in modelling the distribution of periglacial landforms in Finnish Lapland, Earth Surf. Proc. Land., 33, 2241-2254, 2008
    • (2008) Earth Surf. Proc. Land , vol.33 , pp. 2241-2254
    • Marmion, M.1    Hjort, J.2    Thuiller, W.3    Luoto, M.4
  • 57
    • 60249099922 scopus 로고    scopus 로고
    • Statistical consensus methods for improving predictive geomorphology maps
    • doi:10.1016/j.cageo.2008.02.024
    • Marmion, M., Hjort, J., Thuiller, W., and Luoto, M.: Statistical consensus methods for improving predictive geomorphology maps, Comput. Geosci., 35, 615-625, doi:10.1016/j.cageo.2008.02.024, 2009
    • (2009) Comput. Geosci , vol.35 , pp. 615-625
    • Marmion, M.1    Hjort, J.2    Thuiller, W.3    Luoto, M.4
  • 59
    • 76149084203 scopus 로고    scopus 로고
    • On the influence of temporal change on the validity of landslide susceptibility maps
    • doi:10.5194/nhess-9-1495-2009
    • Meusburger, K. and Alewell, C.: On the influence of temporal change on the validity of landslide susceptibility maps, Nat. Hazards Earth Syst. Sci., 9, 1495-1507, doi:10.5194/nhess-9-1495- 2009, 2009
    • (2009) Nat. Hazards Earth Syst. Sci , vol.9 , pp. 1495-1507
    • Meusburger, K.1    Alewell, C.2
  • 60
    • 0027803549 scopus 로고
    • Channel network source representation using digital elevation models
    • DOI 10.1029/93WR02463
    • Montgomery, D. R. and Foufoula-Georgiou, E.: Channel network source representation using digital elevation models, Water Resour. Res., 29, 3925-3934, 1993 (Pubitemid 24399328)
    • (1993) Water Resources Research , vol.29 , Issue.12 , pp. 3925-3934
    • Montgomery, D.R.1    Foufoula-Georgiou, E.2
  • 61
    • 0026359098 scopus 로고
    • Digital terrain modelling: A review of hydrological, geomorphological, and biological applications
    • Moore, I., Grayson, R., and Ladson, A.: Digital terrain modelling: A review of hydrological, geomorphological, and biological applications, Hydrol. Process., 5, 3-30, 1991
    • (1991) Hydrol Process , vol.5 , pp. 3-30
    • Moore, I.1    Grayson, R.2    Ladson, A.3
  • 62
    • 33947723369 scopus 로고    scopus 로고
    • Landslide susceptibility assessment using weights-of-evidence applied to a study area at the Jurassic escarpment (SW-Germany)
    • DOI 10.1016/j.geomorph.2006.08.002, PII S0169555X06003357
    • Neuhäuser, B. and Terhorst, B.: Landslide Susceptibility Assessment Using Weights-of-Evidence Applied on a Study Site at the Jurassic Escarpment of the Swabian Alb (SW-Germany), Geomorphology, 86, 12-24, 2006 (Pubitemid 46506088)
    • (2007) Geomorphology , vol.86 , Issue.1-2 , pp. 12-24
    • Neuhauser, B.1    Terhorst, B.2
  • 63
    • 34548599794 scopus 로고    scopus 로고
    • A caution regarding rules of thumb for variance inflation factors
    • doi:10.1007/s11135-006-9018-6
    • O'brien, R. M.: A Caution Regarding Rules of Thumb for Variance Inflation Factors, Quality Quant., 41, 673-690, doi:10.1007/s11135-006-9018-6, 2007
    • (2007) Quality Quant , vol.41 , pp. 673-690
    • O'brien, R.M.1
  • 64
    • 0038016577 scopus 로고    scopus 로고
    • Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA
    • DOI 10.1016/S0013-7952(03)00069-3
    • Ohlmacher, G. C. and Davis, J. C.: Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA, Eng. Geol., 69, 331-343, doi:10.1016/S0013- 7952(03)00069-3, 2003 (Pubitemid 36639751)
    • (2003) Engineering Geology , vol.69 , Issue.3-4 , pp. 331-343
    • Ohlmacher, G.C.1    Davis, J.C.2
  • 65
    • 84892723866 scopus 로고    scopus 로고
    • Assessing the quality of landslide susceptibility maps - Case study Lower Austria
    • doi:10.5194/nhess-14-95-2014
    • Petschko, H., Brenning, A., Bell, R., Goetz, J., and Glade, T.: Assessing the quality of landslide susceptibility maps - case study Lower Austria, Nat. Hazards Earth Syst. Sci., 14, 95-118, doi:10.5194/nhess-14-95-2014, 2014
    • (2014) Nat. Hazards Earth Syst. Sci , vol.14 , pp. 95-118
    • Petschko, H.1    Brenning, A.2    Bell, R.3    Goetz, J.4    Glade, T.5
  • 66
    • 84894277545 scopus 로고    scopus 로고
    • Concepts and Modelling in Geomorphology, edited by: Evans I., Dikau, R., Tokunaga, E., Ohmori, H., and Hirano, M., Terrapub, Tokyo
    • Pike, R. J., Graymer, R. W., and Sobieszczyk, S.: A simple GIS model for mapping landslide susceptibility, in: Concepts and Modelling in Geomorphology, edited by: Evans, I., Dikau, R., Tokunaga, E., Ohmori, H., and Hirano, M., Terrapub, Tokyo, 185-197, 2003
    • (2003) A Simple GIS Model for Mapping Landslide Susceptibility , pp. 185-197
    • Pike, R.J.1    Graymer, R.W.2    Sobieszczyk, S.3
  • 67
    • 84855199947 scopus 로고    scopus 로고
    • R Development Core Team Last access: January 2013)
    • R Development Core Team: R: A Language and Environment for Statistical Computing, http://www.R-project.org/ (last access: January 2013), 2012
    • (2012) A Language and Environment for Statistical Computing
  • 68
    • 0027801638 scopus 로고
    • Debris flows in Switzerland: Documentation and analysis
    • Rickenmann, D. and Zimmermann, M.: The 1987 debris flows in Switzerland: documentation and analysis, Geomorphology, 8, 175-189, 1993
    • (1987) Geomorphology , vol.8 , pp. 175-189
    • Rickenmann, D.1    Zimmermann, M.2
  • 69
    • 4243495757 scopus 로고    scopus 로고
    • Bewertung der naturräumlichen Rahmenbedingungen für die Entstehung von Hangmuren
    • Münchener Geographische Abhandlungen A, Geobuch, München
    • Rieger, D.: Bewertung der naturräumlichen Rahmenbedingungen für die Entstehung von Hangmuren, Möglichkeiten zur Modellierung des Murpotentials, vol. 51 of Münchener Geographische Abhandlungen A, Geobuch, München, 1999
    • (1999) Möglichkeiten Zur Modellierung des Murpotentials , vol.51
    • Rieger, D.1
  • 70
    • 70549106861 scopus 로고    scopus 로고
    • Optimal landslide susceptibility zonation based on multiple forecasts
    • doi:10.1016/j.geomorph.2009.06.020
    • Rossi, M., Guzzetti, F., Reichenbach, P., Mondini, A. C., and Peruccacci, S.: Optimal landslide susceptibility zonation based on multiple forecasts, Geomorphology, 114, 129-142, doi:10.1016/j.geomorph.2009.06.020, 2010
    • (2010) Geomorphology , vol.114 , pp. 129-142
    • Rossi, M.1    Guzzetti, F.2    Reichenbach, P.3    Mondini, A.C.4    Peruccacci, S.5
  • 71
    • 79960965090 scopus 로고    scopus 로고
    • Spatial statistical modeling of shallow landslides - Validating predictions for different landslide inventories and rainfall events
    • doi:10.1016/j.geomorph.2011.06.010
    • Ruette, J. v., Papritz, A., Lehmann, P., Rickli, C., and Or, D.: Spatial statistical modeling of shallow landslides - Validating predictions for different landslide inventories and rainfall events, Geomorphology, 133, 11-22, doi:10.1016/j.geomorph.2011.06.010, 2011
    • (2011) Geomorphology , vol.133 , pp. 11-22
    • Ruette, J.V.1    Papritz, A.2    Lehmann, P.3    Rickli, C.4    Or, D.5
  • 73
    • 48249146522 scopus 로고    scopus 로고
    • Quantifying landscape ruggedness for animal habitat analysis: A case study using bighorn sheep in the mojave desert
    • Sappington, J., Longshore, K., and Thompson, D.: Quantifying Landscape Ruggedness for Animal Habitat Analysis: A Case Study Using Bighorn Sheep in the Mojave Desert, J. Wildlife Manage., 71, 1419-1426, 2007
    • (2007) J. Wildlife Manage , vol.71 , pp. 1419-1426
    • Sappington, J.1    Longshore, K.2    Thompson, D.3
  • 74
    • 84858075340 scopus 로고    scopus 로고
    • Fuzzy delineation of drainage basins through probabilistic interpretation of diverging flow algorithms
    • doi:10.1016/j.envsoft.2012.01.016
    • Schwanghart, W. and Heckmann, T.: Fuzzy delineation of drainage basins through probabilistic interpretation of diverging flow algorithms, Environ. Modell. Softw., 33, 106-113, doi:10.1016/j.envsoft.2012.01.016, 2012
    • (2012) Environ. Modell. Softw , vol.33 , pp. 106-113
    • Schwanghart, W.1    Heckmann, T.2
  • 75
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon C. E.: A mathematical theory of communication, Bell Syst. Tech. J 27 379-423 1948.
    • (1948) Bell Syst. Tech. J , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 76
    • 33344464667 scopus 로고
    • Measurement of diversity
    • doi:10.1038/163688a0
    • Simpson, E. H.: Measurement of diversity, Nature, 163, 688, doi:10.1038/163688a0, 1949
    • (1949) Nature , vol.163 , pp. 688
    • Simpson, E.H.1
  • 77
    • 0036468622 scopus 로고    scopus 로고
    • Effects of sample size on accuracy of species distribution models
    • DOI 10.1016/S0304-3800(01)00388-X, PII S030438000100388X
    • Stockwell, D. and Townsend Peterson, A.: Effects of sample size on accuracy of species distribution models, Ecol. Modell., 148, 1-13, 2002 (Pubitemid 34124426)
    • (2002) Ecological Modelling , vol.148 , Issue.1 , pp. 1-13
    • Stockwell, D.R.B.1    Peterson, A.T.2
  • 78
    • 0002226803 scopus 로고
    • Estimation of potential debris flows and their hazardous zones: Soft countermeasures for a disaster
    • Takahashi, T.: Estimation of potential debris flows and their hazardous zones: Soft countermeasures for a disaster, J. Nat. Disaster Sci., 3, 57-89, 1981
    • (1981) J. Nat. Disaster Sci , vol.3 , pp. 57-89
    • Takahashi, T.1
  • 80
    • 84894275549 scopus 로고
    • Concepts and techniques in modern geography, Geo Abstracts, Norwich, Norfolk
    • Thomas, R.: Information Statistics in Geography, vol. 31 of Concepts and techniques in modern geography, Geo Abstracts, Norwich, Norfolk, 1981
    • (1981) Information Statistics in Geography , vol.31
    • Thomas, R.1
  • 81
    • 33746928008 scopus 로고    scopus 로고
    • Expert-driven semi-automated geomorphological mapping for a mountainous area using a laser DTM
    • DOI 10.1016/j.geomorph.2006.01.037, PII S0169555X06000626
    • van Asselen, S. and Seijmonsbergen, A. C.: Expert-driven semiautomated geomorphological mapping for a mountainous area using a laser DTM, Geomorphology, 78, 309-320, 2006 (Pubitemid 44184867)
    • (2006) Geomorphology , vol.78 , Issue.3-4 , pp. 309-320
    • Van Asselen, S.1    Seijmonsbergen, A.C.2
  • 82
    • 33747173311 scopus 로고    scopus 로고
    • Prediction of landslide susceptibility using rare events logistic regression: A case-study in the Flemish Ardennes (Belgium)
    • DOI 10.1016/j.geomorph.2005.12.003, PII S0169555X05003788
    • Van Den Eeckhaut, M., Vanwalleghem, T., Poesen, J., Govers, G., Verstraeten, G., and Vandekerckhove, L.: Prediction of landslide susceptibility using rare events logistic regression: A case-study in the Flemish Ardennes (Belgium), Geomorphology, 76, 392-410, 2006 (Pubitemid 44226053)
    • (2006) Geomorphology , vol.76 , Issue.3-4 , pp. 392-410
    • Van Den Eeckhaut, M.1    Vanwalleghem, T.2    Poesen, J.3    Govers, G.4    Verstraeten, G.5    Vandekerckhove, L.6
  • 84
    • 73849134673 scopus 로고    scopus 로고
    • Comparison of two landslide susceptibility assessments in the Champagne- Ardenne region (France)
    • Van Den Eeckhaut, M., Marre, A., and Poesen, J.: Comparison of two landslide susceptibility assessments in the Champagne- Ardenne region (France), Geomorphology, 115, 141-155, 2010
    • (2010) Geomorphology , vol.115 , pp. 141-155
    • Van Den Eeckhaut, M.1    Marre, A.2    Poesen, J.3
  • 85
    • 39149127037 scopus 로고    scopus 로고
    • Spatial analysis of factors controlling the presence of closed depressions and gullies under forest: Application of rare event logistic regression
    • doi:10.1016/j.geomorph.2007.07.003
    • Vanwalleghem, T., van den Eeckhaut, M., Poesen, J., Govers, G., and Deckers, J.: Spatial analysis of factors controlling the presence of closed depressions and gullies under forest: Application of rare event logistic regression, Geomorphology, 95, 504-517, doi:10.1016/j.geomorph.2007.07.003, 2008
    • (2008) Geomorphology , vol.95 , pp. 504-517
    • Vanwalleghem, T.1    Van Den Eeckhaut, M.2    Poesen, J.3    Govers, G.4    Deckers, J.5
  • 87
    • 84862212238 scopus 로고    scopus 로고
    • How can statistical models help to determine driving factors of landslides?
    • doi:10.1016/j.ecolmodel.2011.12.007
    • Vorpahl, P., Elsenbeer, H., Märker, M., and Schröder, B.: How can statistical models help to determine driving factors of landslides?, Ecol. Modell., 239, 27-39, doi:10.1016/j.ecolmodel.2011.12.007, 2012
    • (2012) Ecol. Modell , vol.239 , pp. 27-39
    • Vorpahl, P.1    Elsenbeer, H.2    Märker, M.3    Schröder, B.4
  • 88
    • 20444373745 scopus 로고    scopus 로고
    • Comparative evaluation of landslide susceptibility in Minamata area, Japan
    • DOI 10.1007/s00254-005-1225-2
    • Wang, H. B. and Sassa, K.: Comparative evaluation of landslide susceptibility in Minamata area, Japan, Environ. Geol., 47, 956-966, doi:10.1007/s00254-005-1225-2, 2005 (Pubitemid 40793264)
    • (2005) Environmental Geology , vol.47 , Issue.7 , pp. 956-966
    • Wang, H.B.1    Sassa, K.2
  • 89
    • 0004295120 scopus 로고    scopus 로고
    • Geostatistics for environmental scientists, 2nd Edn
    • Wiley
    • Webster, R. and Oliver, M. A.: Geostatistics for environmental scientists, 2nd Edn., Wiley, Chichester, 2007
    • (2007) Chichester
    • Webster, R.1    Oliver, M.A.2
  • 90
    • 77955132153 scopus 로고    scopus 로고
    • Sage Publications, Incorporated, Los Angeles, London, New Delhi, Singapore, Washington, D.C
    • Weisberg, S. and Fox, J.: An R companion to applied regression, Sage Publications, Incorporated, Los Angeles, London, New Delhi, Singapore, Washington, D.C., 2010
    • An R Companion to Applied Regression , vol.2010
    • Weisberg, S.1    Fox, J.2
  • 91
    • 68249123690 scopus 로고    scopus 로고
    • A new modelling approach to delineate the spatial extent of alpine sediment cascades
    • Wichmann, V., Heckmann, T., Haas, F., and Becht, M.: A new modelling approach to delineate the spatial extent of alpine sediment cascades, Geomorphology, 111, 70-78, 2009
    • (2009) Geomorphology , vol.111 , pp. 70-78
    • Wichmann, V.1    Heckmann, T.2    Haas, F.3    Becht, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.