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Volumn 20, Issue 6, 2011, Pages 776-791

Regional forest-fire susceptibility analysis in central Portugal using a probabilistic ratings procedure and artificial neural network weights assignment

Author keywords

back propagation learning algorithm; burnt areas; forest fire susceptibility index; geographic information system; territorial management

Indexed keywords


EID: 80053113797     PISSN: 10498001     EISSN: None     Source Type: Journal    
DOI: 10.1071/WF09083     Document Type: Article
Times cited : (34)

References (111)
  • 2
    • 0038033071 scopus 로고    scopus 로고
    • Assessment of forest fire danger conditions in southern Spain from NOAA images and meteorological indices
    • DOI 10.1080/01431160210144688
    • Aguado I, Chuvieco E, Martin P, Salas J (2003) Assessment of forest fire danger conditions in southern Spain from NOAA images and meteorological indices. International Journal of Remote Sensing 24, 1653-1668. doi:10.1080/ 01431160210144688 (Pubitemid 36533597)
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.8 , pp. 1653-1668
    • Aguado, I.1    Chuvieco, E.2    Martin, P.3    Salas, J.4
  • 3
    • 33845380313 scopus 로고    scopus 로고
    • Mapping lightning/human-caused wildfires occurrence under ignition point location uncertainty
    • DOI 10.1016/j.ecolmodel.2006.08.001, PII S0304380006003772
    • Amatulli G, Peréz-Cabello F, de la Riva J (2007) Mapping lightning/humancaused wildfires occurrence under ignition point location uncertainty. Ecological Modelling 200, 321-333. doi:10.1016/J.ECOLMODEL. 2006.08.001 (Pubitemid 44908780)
    • (2007) Ecological Modelling , vol.200 , Issue.3-4 , pp. 321-333
    • Amatulli, G.1    Perez-Cabello, F.2    De La Riva, J.3
  • 5
    • 0037482129 scopus 로고    scopus 로고
    • CriaçãodeumÍndice de Perigo de Incêndios para o Vale do Alto Tâmega
    • 28-30 November 2001, Lisbon., (Instituto Geográfico Português: Lisbon, Portugal)
    • Aranha J, AlvesG(2001) CriaçãodeumÍndice de Perigo de Incêndios para o Vale do Alto Tâmega. In 'Proceedings of ESIG 2001, VI Encontro de Utilizadores de Sistemas de Informação Geográfica (USIG)', 28-30 November 2001, Lisbon. pp. 14-15. (Instituto Geográfico Português: Lisbon, Portugal)
    • (2001) Proceedings of ESIG 2001, VI Encontro de Utilizadores de Sistemas de Informação Geográfica (USIG) , pp. 14-15
    • Aranha, J.1    Alves, G.2
  • 6
    • 0037482141 scopus 로고    scopus 로고
    • Burnt areas identification and analysis by means of remotely sensed images classification. A case study in northern Portugal
    • 12-14 September 2001, London., (Remote Sensing and Photogrammetry Society: Nottingham, UK)
    • Aranha J, Alves G, Lopes D (2001) Burnt areas identification and analysis by means of remotely sensed images classification. A case study in northern Portugal. In 'Proceeding of the RSPS 2001, Geomatics, Earth Observation and the Information Society', 12-14 September 2001, London. pp. 629-641. (Remote Sensing and Photogrammetry Society: Nottingham, UK)
    • (2001) Proceeding of the RSPS 2001, Geomatics, Earth Observation and the Information Society , pp. 629-641
    • Aranha, J.1    Alves, G.2    Lopes, D.3
  • 9
    • 84860222268 scopus 로고    scopus 로고
    • Probabilidade Bayesiana e regressão logística na avaliação da susceptibilidade de ocorrência de incêndios de grande magnitude
    • Bergonse RV, Bidarra JM (2010) Probabilidade Bayesiana e regressão logística na avaliação da susceptibilidade de ocorrência de incêndios de grande magnitude. Finisterra 89, 79-104.
    • (2010) Finisterra , vol.89 , pp. 79-104
    • Bergonse, R.V.1    Bidarra, J.M.2
  • 10
    • 68949145933 scopus 로고    scopus 로고
    • Modelling fire susceptibility in west central Alberta, Canada
    • doi:10.1016/J.FORECO.2009.06.052
    • Beverly JL, Herd EPK, Conner JCR (2009) Modelling fire susceptibility in west central Alberta, Canada. Forest Ecology and Management 258, 1465-1478. doi:10.1016/J.FORECO.2009.06.052
    • (2009) Forest Ecology and Management , vol.258 , pp. 1465-1478
    • Beverly, J.L.1    Herd, E.P.K.2    Conner, J.C.R.3
  • 13
    • 84860214305 scopus 로고    scopus 로고
    • Análise dos Incêndios Florestais em Portugal e Avaliação do Índice de Risco de Incêndios Florestais (ICRIF)
    • Bugalho L, Pessanha L (2009) Análise dos Incêndios Florestais em Portugal e Avaliação do Índice de Risco de Incêndios Florestais (ICRIF). Territorium 16, 155-163.
    • (2009) Territorium , vol.16 , pp. 155-163
    • Bugalho, L.1    Pessanha, L.2
  • 16
    • 84860219042 scopus 로고    scopus 로고
    • Massa combustível florestal-um modo expedito de a inventariar e representar
    • Campar de Almeida A, Cunha L, Freiria S (2007) Massa combustível florestal-um modo expedito de a inventariar e representar. Boletim de Geógrafos 25(1), 5-17.
    • (2007) Boletim de Geógrafos , vol.25 , Issue.1 , pp. 5-17
    • Campar De Almeida, A.1    Cunha, L.2    Freiria, S.3
  • 18
    • 0024856071 scopus 로고
    • Application of remote sensing and geographic information systems to forest fire hazard mapping
    • doi:10.1016/0034-4257(89) 90023-0
    • Chuvieco E, Congalton RG (1989) Application of remote sensing and geographic information systems to forest fire hazard mapping. Remote Sensing of Environment 29, 147-159. doi:10.1016/0034-4257(89) 90023-0
    • (1989) Remote Sensing of Environment , vol.29 , pp. 147-159
    • Chuvieco, E.1    Congalton, R.G.2
  • 20
    • 84860214668 scopus 로고    scopus 로고
    • CNIG (2008) Cartografia de risco de incêndio florestal (CRIF). Nova série do Instituto Geográfico Portuguêse (s/d), Centro Nacional de Informac ̧ão geográfica. (Lisbon, Portugal)
    • CNIG (2008) Cartografia de risco de incêndio florestal (CRIF). Nova série do Instituto Geográfico Portuguêse (s/d), Centro Nacional de Informac ̧ão geográfica. (Lisbon, Portugal)
  • 21
    • 0003485198 scopus 로고    scopus 로고
    • 2nd edn. (Chapman and Hall/CRC: Boca Raton, FL)
    • Collet D (2003) 'Modelling Binary Data', 2nd edn. (Chapman and Hall/ CRC: Boca Raton, FL)
    • (2003) Modelling Binary Data
    • Collet, D.1
  • 22
    • 84860221568 scopus 로고
    • Clima e tipos de tempo enquanto caracteri ́sticas físicas condicionantes do risco de incêndio. Ensaio metodológico
    • Cunha L, Gonçalves AB (1994) Clima e tipos de tempo enquanto caracteri ́sticas físicas condicionantes do risco de incêndio. Ensaio metodológico. Cadernos de Geografia 13, 3-13.
    • (1994) Cadernos de Geografia , vol.13 , pp. 3-13
    • Cunha, L.1    Gonçalves, A.B.2
  • 23
    • 31144437912 scopus 로고    scopus 로고
    • Design of a susceptibility index for fire risk monitoring
    • DOI 10.1109/LGRS.2005.858484
    • Dasgupta SD, Qu JJ, Hao X (2006) Design of a susceptibility index for fire risk monitoring. IEEE Geoscience and Remote Sensing Letters 3(1), 140-144. doi:10.1109/LGRS.2005.858484 (Pubitemid 43131914)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.1 , pp. 140-144
    • Dasgupta, S.1    Qu, J.J.2    Hao, X.3
  • 26
    • 84860219329 scopus 로고    scopus 로고
    • DEF/ISA (2004) Carta de risco estrutural de incêndio florestal (CREIF). Departamento de Engenharia Florestal, Instituto Superior de Agronomia, Iniciativa COTEC. (Lisbon, Portugal)
    • DEF/ISA (2004) Carta de risco estrutural de incêndio florestal (CREIF). Departamento de Engenharia Florestal, Instituto Superior de Agronomia, Iniciativa COTEC. (Lisbon, Portugal)
  • 28
    • 74949144190 scopus 로고    scopus 로고
    • DGRF. Direcção-Geral dos Recursos Florestais. (Lisbon, Portugal)
    • DGRF (2006) Incêndios florestais: Relatórios. Direcção-Geral dos Recursos Florestais. (Lisbon, Portugal)
    • (2006) Incêndios Florestais: Relatórios
  • 30
    • 84860224113 scopus 로고    scopus 로고
    • DGRF. Direcção de Serviços de Defesa da Floresta contra Incêndios, Programa de Gestão de Informação e Risco. Direcção-Geral dos Recursos Florestais. (Lisbon, Portugal)
    • DGRF (2008) Cartografia oficial de áreas ardidas 1990-2007. Direcção de Serviços de Defesa da Floresta contra Incêndios, Programa de Gestão de Informação e Risco. Direcção-Geral dos Recursos Florestais. (Lisbon, Portugal)
    • (2008) Cartografia Oficial de Áreas Ardidas 1990-2007
  • 31
    • 84860214701 scopus 로고    scopus 로고
    • Aplicação de ummodelo de redes neuronais na elaboração de mapas de susceptibilidade a movimentos de vertente.Umexemplo numa área a Sul de Coimbra (Portugal Central)
    • 11-13 November 2004, Coimbra, Portugal., (Associação Portuguesa de Geomorfólogos (APGeom): Coimbra, Portugal)
    • Dimuccio LA, Ferreira R, Cunha L (2006) Aplicação de ummodelo de redes neuronais na elaboração de mapas de susceptibilidade a movimentos de vertente.Umexemplo numa área a Sul de Coimbra (Portugal Central). In 'II Congresso Nacional de Geomorfologia- Geomorfologia, Ciência e Sociedade', 11-13 November 2004, Coimbra, Portugal. pp. 281-289. (Associação Portuguesa de Geomorfólogos (APGeom): Coimbra, Portugal)
    • (2006) II Congresso Nacional de Geomorfologia-Geomorfologia, Ciência e Sociedade , pp. 281-289
    • Dimuccio, L.A.1    Ferreira, R.2    Cunha, L.3
  • 32
    • 70449702185 scopus 로고    scopus 로고
    • Assessing spatial uncertainty of the Portuguese fire risk through direct sequential simulation
    • doi:10.1016/J.ECOLMODEL. 2009.09.004
    • Durão RM, Pereira MJ, Branquinho C, Soares A (2010) Assessing spatial uncertainty of the Portuguese fire risk through direct sequential simulation. Ecological Modelling 221, 27-33. doi:10.1016/J.ECOLMODEL. 2009.09.004
    • (2010) Ecological Modelling , vol.221 , pp. 27-33
    • Durão, R.M.1    Pereira, M.J.2    Branquinho, C.3    Soares, A.4
  • 33
    • 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, Casagli N (2005) Artifical neural networks applied to landslide susceptibility assessment. Geomorphology 66, 327-343. doi:10.1016/J.GEOMORPH.2004.09.025 (Pubitemid 40350814)
    • (2005) Geomorphology , vol.66 , Issue.1-4 SPEC. ISS. , pp. 327-343
    • Ermini, L.1    Catani, F.2    Casagli, N.3
  • 37
    • 0001942829 scopus 로고
    • Neural networks and the bias/ variance dilemma
    • doi:10.1162/NECO. 1992.4.1.1
    • Geman S, Bienenstock E, Doursat R (1992) Neural networks and the bias/ variance dilemma. Neural Computation 4(1), 1-58. doi:10.1162/NECO. 1992.4.1.1
    • (1992) Neural Computation , vol.4 , Issue.1 , pp. 1-58
    • Geman, S.1    Bienenstock, E.2    Doursat, R.3
  • 39
    • 0029768950 scopus 로고    scopus 로고
    • Integrated analysis of spatial data for multiple sources: Using evidential reasoning and artificial neural network techniques for geological mapping
    • Gong P (1996) Integrated analysis of spatial data for multiple sources: Using evidential reasoning and artificial neural network techniques for geological mapping. PhotogrammetricEngineering and Remote Sensing 62, 513-523.
    • (1996) PhotogrammetricEngineering and Remote Sensing , vol.62 , pp. 513-523
    • Gong, P.1
  • 40
    • 23844539732 scopus 로고    scopus 로고
    • Interpreting computational neural network quantitative structure-activity relationship models: A detailed interpretation of the weights and biases
    • DOI 10.1021/ci050110v
    • Guha R, Stanton DT, Jurs PC (2005) Interpreting computational neural network quantitative structure-activity relationship models: A detailed interpretation of the weights and biases. Journal of Chemical Information and Modeling 45(4), 1109-1121. doi:10.1021/CI050110V (Pubitemid 41156711)
    • (2005) Journal of Chemical Information and Modeling , vol.45 , Issue.4 , pp. 1109-1121
    • Guha, R.1    Stanton, D.T.2    Jurs, P.C.3
  • 42
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt algorithm
    • doi:10.1109/72.329697
    • Hagan MT, Menhaj M (1994) Training feedforward networks with the Marquardt algorithm. IEEE Transactions on Neural Networks 5(6), 989-993. doi:10.1109/72.329697
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2
  • 44
    • 0001770345 scopus 로고
    • Equivalence proofs for multi-layer perceptron classifiers and theBayesian discriminant function
    • San Diego, CA. (Eds D Touretzky, J Elman, T Sejnowski, G Hinton) (Morgan Kaufmann: San Mateo, CA)
    • Hampshire JB, Pearlmutter BA (1990) Equivalence proofs for multi-layer perceptron classifiers and theBayesian discriminant function. In 'Proceeding of the 1990 Connectionist Models Summer School', San Diego, CA. (Eds D Touretzky, J Elman, T Sejnowski, G Hinton) (Morgan Kaufmann: San Mateo, CA)
    • (1990) Proceeding of the 1990 Connectionist Models Summer School
    • Hampshire, J.B.1    Pearlmutter, B.A.2
  • 50
    • 84857905210 scopus 로고    scopus 로고
    • IGP (Instituto Geográ-fico Português: Lisbon, Portugal)
    • IGP (2008). 'Carta Administrativa Oficial de Portugal.' (Instituto Geográ-fico Português: Lisbon, Portugal)
    • (2008) Carta Administrativa Oficial de Portugal
  • 51
    • 0029667650 scopus 로고    scopus 로고
    • Temporal evolution of the NDVI as an indicator of forest fire danger
    • doi:10.1080/01431169608949072
    • Illera P, Fernandez A, Delgrado JA (1996) Temporal evolution of the NDVI as an indicator of forest fire danger. International Journal of Remote Sensing 17, 1093-1105. doi:10.1080/01431169608949072
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1093-1105
    • Illera, P.1    Fernandez, A.2    Delgrado, J.A.3
  • 53
    • 84860224014 scopus 로고    scopus 로고
    • INE (Instituto Nacional de Estatística: Lisbon, Portugal)
    • INE (2008) 'Statistical Yearbook of Centro Region (Portugal).' (Instituto Nacional de Estatística: Lisbon, Portugal)
    • (2008) Statistical Yearbook of Centro Region (Portugal)
  • 55
    • 0003841602 scopus 로고
    • Why the logistic function? A tutorial discussion on probabilities and neural networks
    • Available at, Verified 13 July 2011]
    • Jordan MI (1995) Why the logistic function? A tutorial discussion on probabilities and neural networks. MIT Computational Cognitive Science Report 9503. (Massachusetts Institute of Technology) Available at https://cours.etsmtl. ca/sys843/pdf/uai.pdf [Verified 13 July 2011]
    • (1995) MIT Computational Cognitive Science Report 9503. (Massachusetts Institute of Technology)
    • Jordan, M.I.1
  • 56
    • 33744829751 scopus 로고    scopus 로고
    • A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling Himalayas
    • DOI 10.1016/j.enggeo.2006.03.004, PII S001379520600113X
    • Kanungo DP, Aora MK, Sarkar S, Grupta RP (2006) A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling Himalayas. Engineering Geology 85, 347-366. doi:10.1016/ J.ENGGEO.2006.03.004 (Pubitemid 43827506)
    • (2006) Engineering Geology , vol.85 , Issue.3-4 , pp. 347-366
    • Kanungo, D.P.1    Arora, M.K.2    Sarkar, S.3    Gupta, R.P.4
  • 57
    • 70449729678 scopus 로고    scopus 로고
    • A method for mapping fire hazard and risk across multiple scales and ts application in fire management
    • doi:10.1016/J.ECOLMODEL.2008.10.022
    • Keane RE, Drury SA, Karau EC, Hessburg PF, Reynolds KM (2010) A method for mapping fire hazard and risk across multiple scales and ts application in fire management. Ecological Modelling 221, 2-18. doi:10.1016/J.ECOLMODEL.2008. 10.022
    • (2010) Ecological Modelling , vol.221 , pp. 2-18
    • Keane, R.E.1    Drury, S.A.2    Karau, E.C.3    Hessburg, P.F.4    Reynolds, K.M.5
  • 58
    • 0006136406 scopus 로고    scopus 로고
    • Surface energy budget and fuel moisture
    • (Eds EA Johnson, K Miyanishi), Academic Press: San Diego, CA)
    • KunkelKK(2001) Surface energy budget and fuel moisture. In 'Forest Fires: Behaviour and Ecological Effects'. (Eds EA Johnson, K Miyanishi) pp. 303-350. (Academic Press: San Diego, CA)
    • (2001) Forest Fires: Behaviour and Ecological Effects , pp. 303-350
    • Kunkel, K.K.1
  • 59
    • 0030870665 scopus 로고    scopus 로고
    • The role of terrain in a fire mosaic of a temperate coniferous forest
    • DOI 10.1016/S0378-1127(97)82929-5, PII S0378112797000248
    • Kushla JD, RippleW(1997) The role of terrain in fire mosaic of a temperate coniferous forest. Forest Ecology and Management 95, 97-107. doi:10.1016/S0378-1127(97)82929-5 (Pubitemid 27383458)
    • (1997) Forest Ecology and Management , vol.95 , Issue.2 , pp. 97-107
    • Kushla, J.D.1    Ripple, W.J.2
  • 60
    • 0346352284 scopus 로고    scopus 로고
    • Neural networks applications in the geosciences: An introduction
    • doi:10.1016/ S0098-3004(96)00033-7
    • Lee BG (1996) Neural networks applications in the geosciences: An introduction. Computers & Geosciences 22, 955-957. doi:10.1016/ S0098-3004(96)00033-7
    • (1996) Computers & Geosciences , vol.22 , pp. 955-957
    • Lee, B.G.1
  • 61
    • 0345566244 scopus 로고    scopus 로고
    • Landslide susceptibility analysis using GIS and artificial neural network
    • DOI 10.1002/esp.593
    • Lee S, Ryu J, Min K, Won J (2003) Landslide susceptibility analysis using GIS and artificial neural network. Earth Surface Processes and Landforms 28, 1361-1376. doi:10.1002/ESP.593 (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
  • 62
    • 1642505737 scopus 로고    scopus 로고
    • Determination and application of the weights for landslide susceptibility mapping using an artificial neural network
    • DOI 10.1016/S0013-7952(03)00142-X
    • Lee S, Ryu J, Won J, Park H (2004) Determination and application of the weights for landslide susceptibility mapping using an artificial neural network. Engineering Geology 71, 289-302. doi:10.1016/S0013-7952 (03)00142-X (Pubitemid 38127091)
    • (2004) Engineering Geology , vol.71 , Issue.3-4 , pp. 289-302
    • Lee, S.1    Ryu, J.-H.2    Won, J.-S.3    Park, H.-J.4
  • 63
    • 33745324560 scopus 로고    scopus 로고
    • The application of artificial neural networks to landslide susceptibility mapping at Janghung, Korea
    • DOI 10.1007/s11004-005-9012-x
    • Lee S, Ryu J, Lee MJ, Won J (2006) The application of artificial neural networks to landslide susceptibility mapping at Janghung, Korea. Mathematical Geology 38(2), 199-220. doi:10.1007/S11004-005-9012-X (Pubitemid 43933707)
    • (2006) Mathematical Geology , vol.38 , Issue.2 , pp. 199-220
    • Lee, S.1    Ryu, J.-H.2    Lee, M.-J.3    Won, J.-S.4
  • 64
    • 36849021068 scopus 로고    scopus 로고
    • Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: Case study of Youngin, Korea
    • Lee S, Ryu J, Kim L-S (2007) Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: Case study of Youngin, Korea. Landslide 4, 327-338.
    • (2007) Landslide , vol.4 , pp. 327-338
    • Lee, S.1    Ryu, J.2    Kim, L.-S.3
  • 65
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • Levenberg K (1944) A method for the solution of certain non-linear problems in least squares. Quarterly of Applied Mathematics 2(2), 164-168.
    • (1944) Quarterly of Applied Mathematics , vol.2 , Issue.2 , pp. 164-168
    • Levenberg, K.1
  • 66
    • 70349503555 scopus 로고    scopus 로고
    • Artificial neural network approach for modelling the impact of population density and weather parameters on forest fire risk
    • doi:10.1071/WF07136
    • Li LM, Song WG, Ma J, Satoh K (2009) Artificial neural network approach for modelling the impact of population density and weather parameters on forest fire risk. International Journal of Wildland Fire 18, 640-647. doi:10.1071/WF07136
    • (2009) International Journal of Wildland Fire , vol.18 , pp. 640-647
    • Li, L.M.1    Song, W.G.2    Ma, J.3    Satoh, K.4
  • 67
    • 0026358583 scopus 로고
    • Evaluation of the utility of NOAA AVHRR images for monitoring forest fire risk in Spain
    • Lopez S, Gonzalez-Alonso F, Llop R (1991) An evaluation of the utility of NOAA AVHRR images for monitoring forest fire risk in Spain. International Journal of Remote Sensing 12, 1841-1851. doi:10.1080/ 01431169108955213 (Pubitemid 21693469)
    • (1991) International Journal of Remote Sensing , vol.12 , Issue.9 , pp. 1841-1851
    • Lopez, S.1    Gonzalez, F.2    Llop, R.3    Cuevas, J.M.4
  • 69
    • 84860214667 scopus 로고    scopus 로고
    • Lourenço L (2004b) Manifestações do Risco Dendrocaustológico. Núcleo de Investigação Científica de Incêndios Florestais, Faculdade de Letras, Universidade de Coimbra, Colecção Estudos 50. (Coimbra, Portugal)
    • Lourenço L (2004b) Manifestações do Risco Dendrocaustológico. Núcleo de Investigação Científica de Incêndios Florestais, Faculdade de Letras, Universidade de Coimbra, Colecção Estudos 50. (Coimbra, Portugal)
  • 70
    • 84860221245 scopus 로고    scopus 로고
    • Perigos das cartas de risco
    • Lourenço L (2008) Perigos das cartas de risco. Territorium 15, 122-126.
    • (2008) Territorium , vol.15 , pp. 122-126
    • Lourenço, L.1
  • 71
    • 39749164604 scopus 로고    scopus 로고
    • A multi-scale approach for modeling fire occurrence probability using satellite data and classification trees: A case study in a mountainous Mediterranean region
    • DOI 10.1016/j.rse.2007.06.006, PII S003442570700243X
    • Lozano FJ, Suárez-Seoane S, Kelly M, Luis E (2008)Amulti-scale approach for modelling fire occurrence probability using satellite data and classification trees: A case study in a mountainous Mediterranean region. Remote Sensing of Environment 112, 708-719. doi:10.1016/J.RSE. 2007.06.006 (Pubitemid 351296233)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 708-719
    • Lozano, F.J.1    Suarez-Seoane, S.2    Kelly, M.3    Luis, E.4
  • 74
    • 0000169232 scopus 로고
    • An algorithm for the least-squares estimation of non-linear parameters
    • doi:10.1137/0111030
    • Marquardt DW (1963) An algorithm for the least-squares estimation of non-linear parameters. SIAM Journal on Applied Mathematics 11(2), 431-441. doi:10.1137/0111030
    • (1963) SIAM Journal on Applied Mathematics , vol.11 , Issue.2 , pp. 431-441
    • Marquardt, D.W.1
  • 75
    • 0141570944 scopus 로고    scopus 로고
    • Use of NOAA-AVHRR NDVI images for the estimation of dynamic fire risk in Mediterranean areas
    • DOI 10.1016/S0034-4257(03)00099-3
    • Maselli F, Romanelli S, Bottai L, Zipoli G (2003) Use of NOAA-AVHRR NDVI images for the estimation of dynamic fire risk in Mediterranean areas. Remote Sensing of Environment 86, 187-197. doi:10.1016/S0034-4257(03)00099-3 (Pubitemid 37143213)
    • (2003) Remote Sensing of Environment , vol.86 , Issue.2 , pp. 187-197
    • Maselli, F.1    Romanelli, S.2    Bottai, L.3    Zipoli, G.4
  • 78
    • 0027010133 scopus 로고
    • Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output
    • doi:10.1016/0034-4257(92)90076-V
    • Moran MS, Jackson RD, Slater PN, Teillet PM (1992) Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output. Remote Sensing of Environment 41, 169-184. doi:10.1016/0034-4257(92)90076-V
    • (1992) Remote Sensing of Environment , vol.41 , pp. 169-184
    • Moran, M.S.1    Jackson, R.D.2    Slater, P.N.3    Teillet, P.M.4
  • 79
    • 69249136592 scopus 로고    scopus 로고
    • Regional variations in wildfire susceptibility of land-cover types in Portugal: Implications for landscape management to minimize fire hazard
    • doi:10.1071/WF07098
    • Moreira F, Vaz P, Catry F, Silva JS (2009) Regional variations in wildfire susceptibility of land-cover types in Portugal: Implications for landscape management to minimize fire hazard. International Journal of Wildland Fire 18, 563-574. doi:10.1071/WF07098
    • (2009) International Journal of Wildland Fire , vol.18 , pp. 563-574
    • Moreira, F.1    Vaz, P.2    Catry, F.3    Silva, J.S.4
  • 80
    • 0347531700 scopus 로고    scopus 로고
    • Some determinants of the spatio-temporal fire cycle in a mediterranean landscape (Corsica, France)
    • DOI 10.1023/B:LAND.0000004182.22525.a9
    • Mouillot F, Ratte J-P, Joffre R, Moreno JM, Rambal S (2003) Some determinants of the spatio-temporal fire cycle in a Mediterranean landscape (Corsica, France). Landscape Ecology 18, 665-674. doi:10.1023/B:LAND.0000004182. 22525.A9 (Pubitemid 37545940)
    • (2003) Landscape Ecology , vol.18 , Issue.7 , pp. 665-674
    • Mouillot, F.1    Ratte, J.-P.2    Joffre, R.3    Moreno, J.M.4    Rambal, S.5
  • 82
    • 84860216652 scopus 로고    scopus 로고
    • Região Centro de Portugal: Duas décadas de incêndios florestais
    • Nunes A (2002) Região Centro de Portugal: Duas décadas de incêndios florestais. Territorium 9, 135-148.
    • (2002) Territorium , vol.9 , pp. 135-148
    • Nunes, A.1
  • 83
    • 33745318791 scopus 로고    scopus 로고
    • Land cover type and fire in Portugal: Do fires burn land cover selectively?
    • doi:10.1007/S10980-005-0070-8
    • Nunes M, Vasconcelos M, Pereira J, Dasgupta N, Alldredge R, Rego F (2005) Land cover type and fire in Portugal: Do fires burn land cover selectively? Landscape Ecology 20, 661-673. doi:10.1007/S10980-005-0070-8
    • (2005) Landscape Ecology , vol.20 , pp. 661-673
    • Nunes, M.1    Vasconcelos, M.2    Pereira, J.3    Dasgupta, N.4    Alldredge, R.5    Rego, F.6
  • 84
    • 0029415649 scopus 로고
    • A review and analysis of backpropagation neural networks for classification of remotely-sensed multi-spectral imagery
    • Paola JD, Schowengerdt RA (1995) A review and analysis of backpropagation neural networks for classification of remotely sensed multi-spectral imagery. International Journal of Remote Sensing 16, 3033-3058. doi:10.1080/ 01431169508954607 (Pubitemid 26468294)
    • (1995) International Journal of Remote Sensing , vol.16 , Issue.16 , pp. 3033-3058
    • Paola, J.D.1    Schowengerdt, R.A.2
  • 85
    • 1842430100 scopus 로고    scopus 로고
    • Changes in fire and climate in the eastern Iberian Peninsula (Mediterranean Basin)
    • DOI 10.1023/B:CLIM.0000018508.94901.9c
    • Pausas J (2004) Changes in fire and climate in the Eastern Iberian Peninsula (Mediterranean Basin). Climatic Change 63, 337-350. doi:10.1023/ B:CLIM.0000018508.94901.9C (Pubitemid 38448476)
    • (2004) Climatic Change , vol.63 , Issue.3 , pp. 337-350
    • Pausas, J.G.1
  • 88
    • 14744268312 scopus 로고    scopus 로고
    • Synoptic patterns associated with large summer forest fires in Portugal
    • DOI 10.1016/j.agrformet.2004.12.007
    • Pereira MG, Trigo RM, Camara CC, Pereira JMC, LeiteSM(2005) Synoptic patterns associated with large summer forest fires in Portugal. Agricultural and ForestMeteorology 129, 11-25. doi:10.1016/J.AGRFORMET. 2004.12.007 (Pubitemid 40323488)
    • (2005) Agricultural and Forest Meteorology , vol.129 , Issue.1-2 , pp. 11-25
    • Pereira, M.G.1    Trigo, R.M.2    Da Camara, C.C.3    Pereira, J.M.C.4    Leite, S.M.5
  • 89
    • 0031911447 scopus 로고    scopus 로고
    • Climate warming, wildfire hazard, and wildfire occurrence in coastal eastern Spain
    • DOI 10.1023/A:1005316632105
    • Piñol J, Terradas J, Lloret F (1998) Climate warming, wildfire hazard, and wildfire occurrence in coastal eastern Spain. Climatic Change 38, 345-357. doi:10.1023/A:1005316632105 (Pubitemid 28129797)
    • (1998) Climatic Change , vol.38 , Issue.3 , pp. 345-357
    • Pinol, J.1    Terradas, J.2    Lloret, F.3
  • 90
    • 70350086738 scopus 로고    scopus 로고
    • Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural network model
    • doi:10.1016/ S1872-5791(08)60008-1
    • Pradhan B, Lee S (2007) Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural network model. Earth Science Frontiers 14(6), 143-151. doi:10.1016/ S1872-5791(08)60008-1
    • (2007) Earth Science Frontiers , vol.14 , Issue.6 , pp. 143-151
    • Pradhan, B.1    Lee, S.2
  • 91
    • 0032099978 scopus 로고    scopus 로고
    • Automatic early stopping using cross validation: Quantifying the criteria
    • DOI 10.1016/S0893-6080(98)00010-0, PII S0893608098000100
    • Prechelt L (1998) Automatic early stopping using cross validation: Quantifying the criteria. Neural Networks 11(4), 761-767. doi:10.1016/S0893- 6080(98)00010-0 (Pubitemid 28400276)
    • (1998) Neural Networks , vol.11 , Issue.4 , pp. 761-767
    • Prechelt, L.1
  • 92
    • 0002029931 scopus 로고
    • Land use changes and wildfire
    • (Eds A Teller, P Marthy, JNR Jeffers), Elsevier Applied Science: London)
    • Rego FC (1992) Land use changes and wildfire. In 'Responses of Forest Ecosystems to Environmental Changes'. (Eds A Teller, P Marthy, JNR Jeffers) pp. 367-373. (Elsevier Applied Science: London)
    • (1992) Responses of Forest Ecosystems to Environmental Changes , pp. 367-373
    • Rego, F.C.1
  • 94
    • 70349621585 scopus 로고    scopus 로고
    • Predictive fire occurrence modelling to improve burned area estimation at a regional scale: A case study in East Caprivi, Namibia
    • doi:10.1016/J.JAG.2009.06.004
    • SiljanderM (2009) Predictive fire occurrence modelling to improve burned area estimation at a regional scale: A case study in East Caprivi, Namibia. International Journal of Applied Earth Observation and Geoinformation 11, 380-393. doi:10.1016/J.JAG.2009.06.004
    • (2009) International Journal of Applied Earth Observation and Geoinformation , vol.11 , pp. 380-393
    • Siljander, M.1
  • 95
    • 0001285624 scopus 로고
    • La gestion forestière et la sylviculture de prévention des espaces forestiers menacés par les incendies au Portugal
    • doi:10.4267/2042/26160
    • Silva JM (1990) La gestion forestière et la sylviculture de prévention des espaces forestiers menacés par les incendies au Portugal. Revue Forestière Français 40(Spécial), 337-345. doi:10.4267/2042/26160
    • (1990) Revue Forestière Français , vol.40 , pp. 337-345
    • Silva, J.M.1
  • 98
    • 33751547808 scopus 로고    scopus 로고
    • Spatial distribution of forest fires and controlling factors in Andhra Pradesh, India Using Spot satellite datasets
    • DOI 10.1007/s10661-005-9122-4
    • Vadrevu KP, Eature A, Badarinath KVS (2006) Spatial distribution of forest fires and controlling factors in Andhra Pradesh, India using Spot satellite datasets. Environmental Monitoring and Assessment 123, 75-96. doi:10.1007/S10661-005-9122-4 (Pubitemid 44834914)
    • (2006) Environmental Monitoring and Assessment , vol.123 , Issue.1-3 , pp. 75-96
    • Vadrevu, K.P.1    Eaturu, A.2    Badarinath, K.V.S.3
  • 104
    • 77949543153 scopus 로고    scopus 로고
    • Assessment and validation of wildfire susceptibility and hazard in Portugal
    • doi:10.5194/NHESS-10-485-2010
    • Verde JC, Zêzere JL (2010) Assessment and validation of wildfire susceptibility and hazard in Portugal. Natural Hazards and Earth System Sciences 10, 485-497. doi:10.5194/NHESS-10-485-2010
    • (2010) Natural Hazards and Earth System Sciences , vol.10 , pp. 485-497
    • Verde, J.C.1    Zêzere, J.L.2
  • 105
    • 0002310233 scopus 로고
    • Some thoughts on the wind and slope effects on fire propagation
    • doi:10.1071/WF9940063
    • Viegas DX (1994) Some thoughts on the wind and slope effects on fire propagation. International Journal of Wildland Fire 4, 63-64. doi:10.1071/WF9940063
    • (1994) International Journal of Wildland Fire , vol.4 , pp. 63-64
    • Viegas, D.X.1
  • 107
    • 0034558194 scopus 로고    scopus 로고
    • Comparative study of various methods of fire danger evaluation in southern Europe
    • doi:10.1071/ WF00015
    • Viegas DX, Bovio G, Ferreira A, Nosenzo A, Sol B (1999) Comparative study of various methods of fire danger evaluation in southern Europe. International Journal of Wildland Fire 9(4), 235-246. doi:10.1071/ WF00015
    • (1999) International Journal of Wildland Fire , vol.9 , Issue.4 , pp. 235-246
    • Viegas, D.X.1    Bovio, G.2    Ferreira, A.3    Nosenzo, A.4    Sol, B.5
  • 108
    • 0037808614 scopus 로고    scopus 로고
    • General characteristics of the climate of the Serra da Estrela
    • (Ed. G Vieira), (CEG and Department of Geography, University of Lisbon: Lisbon, Portugal)
    • Vieira G, Mora C (1998) General characteristics of the climate of the Serra da Estrela. In 'Glacial and Periglacial Geomorphology of the Serra da Estrela'. (Ed. G Vieira) pp. 26-36. (CEG and Department of Geography, University of Lisbon: Lisbon, Portugal)
    • (1998) Glacial and Periglacial Geomorphology of the Serra da Estrela , pp. 26-36
    • Vieira, G.1    Mora, C.2
  • 109
    • 0038129892 scopus 로고    scopus 로고
    • Ground temperature regimes and geomorphological implications in a Mediterranean mountain (Serra da Estrela, Portugal)
    • DOI 10.1016/S0169-555X(02)00248-9, PII S0169555X02002489
    • Vieira G, Mora C, Ramos M (2003) Ground temperature regimes and geomorphological implications in a Mediterranean mountain (Serra da Estrela, Portugal). Geomorphology 52, 57-72. doi:10.1016/S0169-555X (02)00248-9 (Pubitemid 36704924)
    • (2003) Geomorphology , vol.52 , Issue.1-2 , pp. 57-72
    • Vieira, G.T.1    Mora, C.2    Ramos, M.3
  • 110
    • 33745877264 scopus 로고    scopus 로고
    • Neural network and GA approaches for dwelling fire occurrence prediction
    • DOI 10.1016/j.knosys.2005.11.021, PII S0950705106000025
    • Yang L, Dawson CW, Brown MR, Gell M (2006) Neural network and GA approaches for dwelling fire occurrence prediction. Knowledge-Based Systems 19, 213-219. doi:10.1016/J.KNOSYS.2005.11.021 (Pubitemid 44051869)
    • (2006) Knowledge-Based Systems , vol.19 , Issue.4 , pp. 213-219
    • Yang, L.1    Dawson, C.W.2    Brown, M.R.3    Gell, M.4
  • 111
    • 0033101401 scopus 로고    scopus 로고
    • Verification of the non-parametric characteristics of backpropagation neural networks for image classification
    • doi:10.1109/36.752193
    • Zhou W (1999) Verification of the non-parametric characteristics of backpropagation neural networks for image classification. IEEE Transactions on Geoscience and Remote Sensing 37, 771-779. doi:10.1109/ 36.752193
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , pp. 771-779
    • Zhou, W.1


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