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Volumn 18, Issue 6, 2009, Pages 640-647

Artificial neural network approach for modeling the impact of population density and weather parameters on forest fire risk

Author keywords

Fire danger rating; Fire probability.

Indexed keywords


EID: 70349503555     PISSN: 10498001     EISSN: None     Source Type: Journal    
DOI: 10.1071/WF07136     Document Type: Article
Times cited : (37)

References (24)
  • 3
    • 0032029121 scopus 로고    scopus 로고
    • Bushfire risk at the urban interface estimated from historical weather records: Consequences for the use of prescribed fire in the Sydney region of south-eastern Australia
    • DOI 10.1006/jema.1997.0177
    • Bradstock RA, Gill AM, Kenny BJ, Scott J (1998) Bushfire risk at the urban interface estimated from historical weather records: consequences for the use of prescribed fire in the Sydney region of southeastern Australia. Journal of Environmental Management 52, 259-271. doi:10.1006/JEMA.1997.0177 (Pubitemid 28263582)
    • (1998) Journal of Environmental Management , vol.52 , Issue.3 , pp. 259-271
    • Bradstock, R.A.1    Gill, A.M.2    Kenny, B.J.3    Scott, J.4
  • 4
    • 3142741649 scopus 로고    scopus 로고
    • Performance improvement of fire detectors by means of gas sensors and neural networks
    • doi:10.1016/J.FIRESAF.2004.03.001
    • Derbel F (2004) Performance improvement of fire detectors by means of gas sensors and neural networks. Fire Safety Journal 39, 383-398. doi:10.1016/J.FIRESAF.2004.03.001
    • (2004) Fire Safety Journal , vol.39 , pp. 383-398
    • Derbel, F.1
  • 5
    • 0003913971 scopus 로고
    • The National Fire-Danger Rating System - 1978
    • USDA Forest Service, Intermountain Forest and Range Experiment Station, (Ogden, UT)
    • Deeming JE, Burgan RE, Cohen JD (1977)The National Fire-Danger Rating System - 1978. USDA Forest Service, Intermountain Forest and Range Experiment Station, General Technical Report INT-39. (Ogden, UT)
    • (1977) General Technical Report INT-39
    • Deeming, J.E.1    Burgan, R.E.2    Cohen, J.D.3
  • 7
    • 4544358556 scopus 로고    scopus 로고
    • Development of neural network committee machines for automatic forest fire detection using Lidar
    • doi:10.1016/J.PATCOG.2004.04.002
    • Fernandes AM, Utkin AB, Lavrov AV, Vilar RM (2004) Development of neural network committee machines for automatic forest fire detection using Lidar. Pattern Recognition 37, 2039-2047. doi:10.1016/J.PATCOG.2004.04.002
    • (2004) Pattern Recognition , vol.37 , pp. 2039-2047
    • Fernandes, A.M.1    Utkin, A.B.2    Lavrov, A.V.3    Vilar, R.M.4
  • 9
    • 0036900444 scopus 로고    scopus 로고
    • Information systems in support of wildland fire management decision making in Canada
    • DOI 10.1016/S0168-1699(02)00120-5, PII S0168169902001205
    • Lee BS, Alexander ME, Hawkes BC, Lynham TJ, Stocks BJ, Englefield P (2002) Information systems in support of wildland fire management decision making in Canada. Computers and Electronics in Agriculture 37, 185-198. doi:10.1016/S0168-1699(02)00120-5 (Pubitemid 35456669)
    • (2002) Computers and Electronics in Agriculture , vol.37 , Issue.1-3 , pp. 185-198
    • Lee, B.S.1    Alexander, M.E.2    Hawkes, B.C.3    Lynham, T.J.4    Stocks, B.J.5    Englefield, P.6
  • 10
    • 33646128233 scopus 로고    scopus 로고
    • Methodological issues in building, training, and testing artificial neural networks in ecological applications
    • doi:10.1016/J.ECOLMODEL.2005.11.012
    • Özesmi SL, Tan CO, Özesmi U ( 2006) Methodological issues in building, training, and testing artificial neural networks in ecological applications. Ecological Modelling 195, 83-93. doi:10.1016/J.ECOLMODEL.2005. 11.012
    • (2006) Ecological Modelling , vol.195 , pp. 83-93
    • Özesmi, S.L.1    Tan, C.O.2    Özesmi, U.3
  • 13
    • 1842813051 scopus 로고    scopus 로고
    • A system to predict occurrence and development of forest fires - Computer simulation of forest fires based on weather data [in Japanese]
    • Okinawa, Japan. (The Japan Society of Mechanical Engineers: Tokyo)
    • Satoh K, Kitamura S, Komurasaki S, Kurahara K (2002) A system to predict occurrence and development of forest fires - computer simulation of forest fires based on weather data [in Japanese]. In 'Proceedings of Thermal Engineering Conference', 7-8 November 2002, Okinawa, Japan. pp. 457-458. (The Japan Society of Mechanical Engineers: Tokyo)
    • (2002) Proceedings of Thermal Engineering Conference', 7-8 November 2002 , pp. 457-458
    • Satoh, K.1    Kitamura, S.2    Komurasaki, S.3    Kurahara, K.4
  • 14
    • 10044254674 scopus 로고    scopus 로고
    • An analysis to predict forest fire danger and fire spread study to develop a fire danger rating and fire spread
    • 21-23 July 2003, Las Vegas, NV. (ASME Press: New York)
    • Satoh K, Kitamura S, Kuwahara K, Yang KT (2003) An analysis to predict forest fire danger and fire spread study to develop a fire danger rating and fire spread. In 'Proceedings of the 2003 ASME Summer Heat Transfer Conference', 21-23 July 2003, Las Vegas, NV. pp. 1-8. (ASME Press: New York)
    • (2003) Proceedings of the 2003 ASME Summer Heat Transfer Conference , pp. 1-8
    • Satoh, K.1    Kitamura, S.2    Kuwahara, K.3    Yang, K.T.4
  • 15
    • 10044263450 scopus 로고    scopus 로고
    • A study of forest fire danger prediction system in Japan.
    • 30 August- 3 September 2004, Zaragoza, Spain. (Eds F Galindo, M Takizawa, R Traunmüller) (Springer Verlag)
    • Satoh K, Song WG,Yang KT (2004)A study of forest fire danger prediction system in Japan. In 'Proceedings of 15th International Conference on Database and Expert Systems Applications (DEXA '04)', 30 August- 3 September 2004, Zaragoza, Spain. (Eds F Galindo, M Takizawa, R Traunmüller) pp. 598-602. (Springer Verlag
    • (2004) Proceedings of 15th International Conference on Database and Expert Systems Applications (DEXA ' 04) , pp. 598-602
    • Satoh, K.1    Song Wgyang, K.T.2
  • 16
    • 66349107557 scopus 로고    scopus 로고
    • Distribution analysis of forest fire-related data in Japan
    • SongWG, Satoh K,Wang J (2004) Distribution analysis of forest fire-related data in Japan. Fire Safety Science 13, 180-185.
    • (2004) Fire Safety Science , vol.13 , pp. 180-185
    • Song, W.G.1    Satoh, K.2    Wang, J.3
  • 17
    • 17644364068 scopus 로고    scopus 로고
    • Distribution and correlation analysis of wildfire and weather data in Japan
    • doi:10.1080/10020070512331342240
    • Song WG, Wang J, Satoh K (2005) Distribution and correlation analysis of wildfire and weather data in Japan. Progress in Natural Science 15, 363-367. doi:10.1080/10020070512331342240
    • (2005) Progress in Natural Science , vol.15 , pp. 363-367
    • Song, W.G.1    Wang, J.2    Satoh, K.3
  • 18
    • 33745209446 scopus 로고    scopus 로고
    • Three types of power-law distribution of forest fires in Japan
    • DOI 10.1016/j.ecolmodel.2006.02.033, PII S0304380006000962
    • Song WG, Wang J, Satoh K, Fan WC (2006) Three types of power-law distribution of forest fires in Japan. Ecological Modelling 196, 527-532. doi:10.1016/J.ECOLMODEL.2006.02.033 (Pubitemid 43914125)
    • (2006) Ecological Modelling , vol.196 , Issue.3-4 , pp. 527-532
    • Song, W.1    Wang, J.2    Satoh, K.3    Fan, W.4
  • 24
    • 0030326854 scopus 로고    scopus 로고
    • Applying neural network technology to human-caused wildfire occurrence prediction
    • Vega-Garcia C, Lee BS, Wooddard PM, Titus SJ (1996) Applying neural network technology to human-caused wildfire occurrence prediction. AI Applications 10(3), 9-18.
    • (1996) AI Applications , vol.10 , Issue.3 , pp. 9-18
    • Vega-Garcia, C.1    Lee, B.S.2    Wooddard, P.M.3    Titus, S.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.