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Volumn 22, Issue 6, 2008, Pages 719-725

Risk evaluation of heavy snow disasters using BP artificial neural network: The case of Xilingol in Inner Mongolia

Author keywords

BP artificial neural network; Heavy snow disaster; Risk evaluation

Indexed keywords

ANIMAL HUSBANDRY; ANN MODELING; ARTIFICIAL NEURAL NETWORK; BACK-PROPAGATION ARTIFICIAL NEURAL NETWORK; BP ARTIFICIAL NEURAL NETWORK; CONVENTIONAL METHODS; EVALUATION CRITERIA; EVALUATION MODELING; HEAVY SNOW DISASTER; INDICATOR SYSTEM; INNER MONGOLIA; RISK EVALUATION; SNOW DISASTER; XILINGOL;

EID: 50149083270     PISSN: 14363240     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00477-007-0181-7     Document Type: Article
Times cited : (50)

References (23)
  • 1
    • 0034564603 scopus 로고    scopus 로고
    • Artificial neural networks: Fundamentals, computing, design, and application
    • Basheer IA, Hajmeer M (2000) Artificial neural networks: Fundamentals, computing, design, and application. J Microbiol Methods 43:3-31
    • (2000) J Microbiol Methods , vol.43 , pp. 3-31
    • Basheer, I.A.1    Hajmeer, M.2
  • 2
    • 0035871371 scopus 로고    scopus 로고
    • Artificial neural networks: Opening the black box
    • Dayhoff JE, DeLeo JM (2001) Artificial neural networks: Opening the black box. Cancer 91:1615-1635
    • (2001) Cancer , vol.91 , pp. 1615-1635
    • Dayhoff, J.E.1    DeLeo, J.M.2
  • 5
    • 50149112535 scopus 로고    scopus 로고
    • Synthetical indexes of the disaster of snow cover
    • (in Chinese)
    • Gong DJ, Hao ML (1998) Synthetical indexes of the disaster of snow cover (in Chinese) Quart J Appl Meteorol 1:119-123
    • (1998) Quart J Appl Meteorol , vol.1 , pp. 119-123
    • Gong, D.J.1    Hao, M.L.2
  • 6
    • 0029536152 scopus 로고
    • The role of shelterbelts in protecting livestock: A review
    • Gregory NG (1995) The role of shelterbelts in protecting livestock: A review. N Z J Agric Res 38:423-450
    • (1995) N Z J Agric Res , vol.38 , pp. 423-450
    • Gregory, N.G.1
  • 7
    • 13944279626 scopus 로고    scopus 로고
    • Vulnerability assessment of regional snow disaster of animal husbandry: Taking pasture of Inner Mongolia as an example
    • (in Chinese)
    • Hao L, Wang JA, Shi PJ, Fan YD (2003) Vulnerability assessment of regional snow disaster of animal husbandry: Taking pasture of Inner Mongolia as an example (in Chinese). J Nat Disaster 12(2):52-57
    • (2003) J Nat Disaster , vol.12 , Issue.2 , pp. 52-57
    • Hao, L.1    Wang, J.A.2    Shi, P.J.3    Fan, Y.D.4
  • 9
    • 0029413797 scopus 로고
    • Artificial neural network modeling of the rainfall-runoff process
    • Hsu KL, Vijai GH, Sorooshian S (1995) Artificial neural network modeling of the rainfall-runoff process. Water Resources Res 31(10):2517-2530
    • (1995) Water Resources Res , vol.31 , Issue.10 , pp. 2517-2530
    • Hsu, K.L.1    Vijai, G.H.2    Sorooshian, S.3
  • 10
    • 50149088709 scopus 로고    scopus 로고
    • Animal husbandry bureau: Graziery meteorological disaster criteria
    • Inner Mongolia Municipality (in Chinese), DB15/T255
    • Inner Mongolia Municipality (1997) Animal husbandry bureau: Graziery meteorological disaster criteria (in Chinese), DB15/T255
    • (1997)
  • 11
    • 0346352284 scopus 로고    scopus 로고
    • Neural networks applications in the geosciences: An introduction
    • Lees BG (1996) Neural networks applications in the geosciences: An introduction. Comput Geosci 22:955-957
    • (1996) Comput Geosci , vol.22 , pp. 955-957
    • Lees, B.G.1
  • 12
    • 0002773199 scopus 로고
    • The effect of shelter on the productivity of grasslands and field crops
    • Marshall JK (1967) The effect of shelter on the productivity of grasslands and field crops. Field Crop Abstracts 20:1-14
    • (1967) Field Crop Abstracts , vol.20 , pp. 1-14
    • Marshall, J.K.1
  • 14
    • 50149087809 scopus 로고    scopus 로고
    • (in Chinese). The People's Publisher of Inner Mongolia, Hohhot
    • Qi BY (2002) Animal husbandry in Xilingol (in Chinese). The People's Publisher of Inner Mongolia, Hohhot
    • (2002) Animal Usbandry in Xilingol
    • Qi, B.Y.1
  • 15
    • 11044235779 scopus 로고    scopus 로고
    • Application of PLS and back-propagation neural networks for the estimation of soil properties
    • Ramadan Z, Hopke PK, Johnson MJ, Scow KM (2005) Application of PLS and back-propagation neural networks for the estimation of soil properties. Chemometrics Intell Lab Syst 75:23-30
    • (2005) Chemometrics Intell Lab Syst , vol.75 , pp. 23-30
    • Ramadan, Z.1    Hopke, P.K.2    Johnson, M.J.3    Scow, K.M.4
  • 17
    • 12344267856 scopus 로고    scopus 로고
    • Theory and practice of disaster study
    • (in Chinese)
    • Shi PJ (1996) Theory and practice of disaster study (in Chinese). J Nat Disaster 4:37-42
    • (1996) J Nat Disaster , vol.4 , pp. 37-42
    • Shi, P.J.1
  • 18
    • 33747082358 scopus 로고    scopus 로고
    • Test case based risk predictions using artificial neural network
    • Ung ST, Williams V, Bonsall S, Wang J (2006) Test case based risk predictions using artificial neural network. J Safety Res 37(3):245-260
    • (2006) J Safety Res , vol.37 , Issue.3 , pp. 245-260
    • Ung, S.T.1    Williams, V.2    Bonsall, S.3    Wang, J.4
  • 19
    • 32544437355 scopus 로고    scopus 로고
    • Rainfall-induced landslide hazard assessment using artificial neural networks
    • Wang HB, Sassa K (2006) Rainfall-induced landslide hazard assessment using artificial neural networks. Earth Surface Processes Landforms 31(2):235-247
    • (2006) Earth Surface Processes Landforms , vol.31 , Issue.2 , pp. 235-247
    • Wang, H.B.1    Sassa, K.2
  • 20
    • 50149111462 scopus 로고    scopus 로고
    • A study on the neural network based model for evaluation of natural disaster
    • (in Chinese)
    • Wei YM, Wan Q, Zhou CH (1997) A study on the neural network based model for evaluation of natural disaster (in Chinese). J Nat Disaster 2:1-6
    • (1997) J Nat Disaster , vol.2 , pp. 1-6
    • Wei, Y.M.1    Wan, Q.2    Zhou, C.H.3
  • 21
    • 0003529238 scopus 로고
    • Beyond regression: New tools for prediction and analysis in the behavioral sciences
    • PhD Thesis, Department of Applied Mathematics, Harvard University, Cambridge
    • Werbos P (1974) Beyond regression: New tools for prediction and analysis in the behavioral sciences. PhD Thesis, Department of Applied Mathematics, Harvard University, Cambridge
    • (1974)
    • Werbos, P.1
  • 23
    • 50149093961 scopus 로고    scopus 로고
    • Climate changes' influence on animal husbandry disaster in Xilinhot city
    • In: Ammann WJ, Haig J, Huovinen C, Stocker M (eds) Swiss. Federal Research Institute WSL, Buchdruckerei Davos AG Davos
    • Yang HJ, Li N, Shi PJ (2006) Climate changes' influence on animal husbandry disaster in Xilinhot city. In: Ammann WJ, Haig J, Huovinen C, Stocker M (eds) Proceedings of the international disaster reduction conference, vol 3. Swiss Federal Research Institute WSL, Buchdruckerei Davos AG Davos, pp 656-658
    • (2006) Proceedings of the International Disaster Reduction Conference , vol.3 , pp. 656-658
    • Yang, H.J.1    Li, N.2    Shi, P.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.