메뉴 건너뛰기




Volumn 18, Issue , 2013, Pages 1861-1870

A data-driven model for large wildfire behaviour prediction in Europe

Author keywords

Approximate dynamic programming; Dynamic data driven application systems; Forest fires; Partial open loop feedback control; Semantic array programming

Indexed keywords


EID: 84884625399     PISSN: 18770509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2013.05.355     Document Type: Conference Paper
Times cited : (28)

References (76)
  • 1
    • 0034659310 scopus 로고    scopus 로고
    • Biodiversity, disturbances, ecosystem function and management of European forests
    • J. Bengtsson, S.G. Nilsson, A. Franc, P. Menozzi, Biodiversity, disturbances, ecosystem function and management of European forests. Forest Ecology and Management 132(1), (2000) 39-50.
    • (2000) Forest Ecology and Management , vol.132 , Issue.1 , pp. 39-50
    • Bengtsson, J.1    Nilsson, S.G.2    Franc, A.3    Menozzi, P.4
  • 3
    • 77957740234 scopus 로고    scopus 로고
    • Disturbance and landscape dynamics in a changing world
    • M.G. Turner, Disturbance and landscape dynamics in a changing world. Ecology 91(10), (2010) 2833-2849.
    • (2010) Ecology , vol.91 , Issue.10 , pp. 2833-2849
    • Turner, M.G.1
  • 5
    • 0347317997 scopus 로고    scopus 로고
    • The effects of wildfires on wood-eating beetles in deciduous forests on the southern slope of the swiss alps
    • M. Moretti, S. Barbalat, The effects of wildfires on wood-eating beetles in deciduous forests on the southern slope of the Swiss alps. Forest Ecology and Management 187(1), (2004) 85-103.
    • (2004) Forest Ecology and Management , vol.187 , Issue.1 , pp. 85-103
    • Moretti, M.1    Barbalat, S.2
  • 6
    • 33745857994 scopus 로고    scopus 로고
    • The relative importance of climatic effects, wildfires and management for future forest landscape dynamics in the swiss alps
    • S. Schumacher, H. Bugmann, The relative importance of climatic effects, wildfires and management for future forest landscape dynamics in the Swiss alps. Global Change Biology 12(8), (2006) 1435-1450.
    • (2006) Global Change Biology , vol.12 , Issue.8 , pp. 1435-1450
    • Schumacher, S.1    Bugmann, H.2
  • 7
    • 0012813720 scopus 로고    scopus 로고
    • Satellite evidence of decreasing resilience in mediterranean plant communities after recurrent wildfires
    • R. Daz-Delgado, F. Lloret, X. Pons, J. Terradas, Satellite evidence of decreasing resilience in Mediterranean plant communities after recurrent wildfires. Ecology 83(8), (2002) 2293-2303.
    • (2002) Ecology , vol.83 , Issue.8 , pp. 2293-2303
    • Daz-Delgado, R.1    Lloret, F.2    Pons, X.3    Terradas, J.4
  • 10
    • 84855466281 scopus 로고    scopus 로고
    • The hidden cost of wildfires: Economic valuation of health effects of wildfire smoke exposure in southern california
    • L.A. Richardson, P.A. Champ, J.B. Loomis, The hidden cost of wildfires: Economic valuation of health effects of wildfire smoke exposure in southern California. Journal of Forest Economics 18(1), (2012) 14-35.
    • (2012) Journal of Forest Economics , vol.18 , Issue.1 , pp. 14-35
    • Richardson, L.A.1    Champ, P.A.2    Loomis, J.B.3
  • 11
    • 0037388529 scopus 로고    scopus 로고
    • Does fire increase the spatial heterogeneity of bird communities in mediterranean landscapes?
    • 2003
    • S. Herrando, L. Brotons, S. Llacuna. 2003. Does fire increase the spatial heterogeneity of bird communities in Mediterranean landscapes? Ibis 145(2), (2003) 307-317.
    • (2003) Ibis , vol.145 , Issue.2 , pp. 307-317
    • Herrando, S.1    Brotons, L.2    Llacuna, S.3
  • 12
    • 2642554134 scopus 로고    scopus 로고
    • Small mammal abundance in mediterranean post-fire habitats: A role for predators?
    • doi: 10.1016/j.actao.2003.10.007
    • I. Torre, M. Daz, Small mammal abundance in Mediterranean post-fire habitats: A role for predators? Acta Oecologica 25(3), (2004) 137-142. doi: 10.1016/j.actao.2003.10.007.
    • (2004) Acta Oecologica , vol.25 , Issue.3 , pp. 137-142
    • Torre, I.1    Daz, M.2
  • 13
    • 77951200374 scopus 로고    scopus 로고
    • Habitat fragmentation and altered fire regime create trade-offs for an obligate seeding shrub
    • H.M. Regan, J.B. Crookston, R. Swab, J. Franklin, D.M. Lawson, Habitat fragmentation and altered fire regime create trade-offs for an obligate seeding shrub. Ecology 91(4), (2010) 1114-1123.
    • (2010) Ecology , vol.91 , Issue.4 , pp. 1114-1123
    • Regan, H.M.1    Crookston, J.B.2    Swab, R.3    Franklin, J.4    Lawson, D.M.5
  • 14
  • 16
    • 84884643579 scopus 로고    scopus 로고
    • Towards an integrated and reproducible characterisation of habitat pattern
    • Submitted to, (exp)
    • C. Estreguil, D. de Rigo, G. Caudullo, Towards an integrated and reproducible characterisation of habitat pattern. Submitted to Environmental Modelling & Software (exp. 2013).
    • (2013) Environmental Modelling & Software
    • Estreguil, C.1    De Rigo, D.2    Caudullo, G.3
  • 17
    • 35848943903 scopus 로고    scopus 로고
    • Modelling the impact of agricultural abandonment and wildfires on vertebrate diversity
    • F. Moreira, D. Russo, Modelling the impact of agricultural abandonment and wildfires on vertebrate diversity in Mediterranean Europe 22(10), (2007) 1461-1476.
    • (2007) Mediterranean Europe , vol.22 , Issue.10 , pp. 1461-1476
    • Moreira, F.1    Russo, D.2
  • 18
    • 67349204069 scopus 로고    scopus 로고
    • Are drought and wildfires turning mediterranean cork oak forests into persistent shrublands?
    • V. Accio, M. Holmgren, F. Rego, F. Moreira, G.M. J. Mohren, Are drought and wildfires turning Mediterranean cork oak forests into persistent shrublands? Agroforestry Systems 76(2), (2009) 389-400.
    • (2009) Agroforestry Systems , vol.76 , Issue.2 , pp. 389-400
    • Accio, V.1    Holmgren, M.2    Rego, F.3    Moreira, F.4    Mohren, G.M.J.5
  • 19
    • 37349089154 scopus 로고    scopus 로고
    • Modelling the effects of a bushfire on erosion in a mediterranean basin
    • 2007
    • G.V. Di Piazza, C. Di Stefano, V. Ferro. 2007. Modelling the effects of a bushfire on erosion in a mediterranean basin. Hydrological Sciences Journal 52(6), (2007) 1253-1270.
    • (2007) Hydrological Sciences Journal , vol.52 , Issue.6 , pp. 1253-1270
    • Piazza, G.V.D.1    De Stefano, C.2    Ferro, V.3
  • 20
    • 79960799356 scopus 로고    scopus 로고
    • Architecture of a pan-european framework for integrated soil water erosion assessment
    • D. de Rigo, C. Bosco, Architecture of a Pan-European Framework for Integrated Soil Water Erosion Assessment, vol. 359 of IFIP Advances in Information and Communication Technology 359, (2001) 310-318.
    • (2001) IFIP Advances in Information and Communication Technology , vol.359 , Issue.359 , pp. 310-318
    • De Rigo, D.1    Bosco, C.2
  • 22
    • 5444220594 scopus 로고    scopus 로고
    • Effects of wildfire on soils and watershed processes
    • G.G. Ice, D.G. Neary, P.W. Adams, Effects of wildfire on soils and watershed processes. Journal of Forestry 102(6), (2004) 16-20.
    • (2004) Journal of Forestry , vol.102 , Issue.6 , pp. 16-20
    • Ice, G.G.1    Neary, D.G.2    Adams, P.W.3
  • 23
    • 31544439413 scopus 로고    scopus 로고
    • Wildfire as a hydrological and geomorphological agent
    • R. Shakesby, S. Doerr, Wildfire as a hydrological and geomorphological agent. Earth-Science Reviews 74(3-4), (2006) 269-307.
    • (2006) Earth-Science Reviews , vol.74 , Issue.3-4 , pp. 269-307
    • Shakesby, R.1    Doerr, S.2
  • 24
    • 41149175698 scopus 로고    scopus 로고
    • Storm rainfall conditions for floods and debris flows from recently burned areas in southwestern Colorado and southern California
    • S.H. Cannon, J.E. Gartner, R.C.Wilson, J.C. Bowers, J.L. Laber, Storm rainfall conditions for floods and debris flows from recently burned areas in southwestern Colorado and southern California. Geomorphology 96(3-4), (2008) 250-269.
    • (2008) Geomorphology , vol.96 , Issue.3-4 , pp. 250-269
    • Cannon, S.H.1    Gartner, J.E.2    Wilson, R.C.3    Bowers, J.C.4    Laber, J.L.5
  • 25
    • 78650177222 scopus 로고    scopus 로고
    • Wildfireeffectsonwaterqualityinforestcatchments: Areviewwithimplications forwater supply
    • doi: 10.1016/j.jhydrol.2010.10.043
    • H.G.Smith, G.J.Sheridan, P.N.J.Lane, P.Nyman, S.Haydon, Wildfireeffectsonwaterqualityinforestcatchments: Areviewwithimplications forwater supply. Journal of Hydrology 396(1-2), (2011) 170-192. doi: 10.1016/j.jhydrol.2010.10.043.
    • (2011) Journal of Hydrology , vol.396 , Issue.1-2 , pp. 170-192
    • Smith, H.G.1    Sheridan, G.J.2    Lane, P.N.J.3    Nyman, P.4    Haydon, S.5
  • 26
    • 84874680459 scopus 로고    scopus 로고
    • Discriminating fine sediment sources and the application of sediment tracers in burned catchments: A review
    • doi: 10.1002/hyp.9537
    • H.G. Smith, W.H. Blake, P.N. Owens, Discriminating fine sediment sources and the application of sediment tracers in burned catchments: A review. Hydrological Processes 27(6), (2013) 943-958. doi: 10.1002/hyp.9537.
    • (2013) Hydrological Processes , vol.27 , Issue.6 , pp. 943-958
    • Smith, H.G.1    Blake, W.H.2    Owens, P.N.3
  • 27
    • 46449101492 scopus 로고    scopus 로고
    • Linking runoff response to burn severity after a wildfire
    • doi: 10.1002/hyp.6806
    • J.A. Moody, D.A. Martin, S.L. Haire, D.A. Kinner, Linking runoff response to burn severity after a wildfire. Hydrological Processes 22(13), (2008) 2063-2074. doi: 10.1002/hyp.6806.
    • (2008) Hydrological Processes , vol.22 , Issue.13 , pp. 2063-2074
    • Moody, J.A.1    Martin, D.A.2    Haire, S.L.3    Kinner, D.A.4
  • 28
    • 17444386688 scopus 로고    scopus 로고
    • Effects of forest fires on flood frequency curves in a mediterranean catchment
    • doi: 10.1623/hysj.50.2.193.61795
    • A. Candela, G. Aronica, M. Santoro, Effects of forest fires on flood frequency curves in a Mediterranean catchment. Hydrological Sciences Journal 50(2), (2005) 193-206. doi: 10.1623/hysj.50.2.193.61795.
    • (2005) Hydrological Sciences Journal , vol.50 , Issue.2 , pp. 193-206
    • Candela, A.1    Aronica, G.2    Santoro, M.3
  • 29
    • 34547663623 scopus 로고    scopus 로고
    • Hydrologic response of upland catchments to wildfires
    • doi: 10.1016/j.advwatres.2006.10.012
    • M.C. Rulli, R. Rosso, Hydrologic response of upland catchments to wildfires. Advances in Water Resources 30(10), (2007) 2072-2086. doi: 10.1016/j.advwatres.2006.10.012.
    • (2007) Advances in Water Resources , vol.30 , Issue.10 , pp. 2072-2086
    • Rulli, M.C.1    Rosso, R.2
  • 30
    • 65249122534 scopus 로고    scopus 로고
    • Globalpyrogeography: The currentandfuture distribution of wildfire
    • doi: 10.1371/journal.pone.0005102
    • M.A.Krawchuk, M.A.Moritz, M.-A.Parisien, J.VanDorn, K.Hayhoe, Globalpyrogeography: The currentandfuture distribution of wildfire. PLoSONE 4(4), (2009) e5102. doi: 10.1371/journal.pone.0005102.
    • (2009) PLoSONE , vol.4 , Issue.4
    • Krawchuk, M.A.1    Moritz, M.A.2    Parisien, M.-A.3    Vandorn, J.4    Hayhoe, K.5
  • 31
    • 84866512161 scopus 로고    scopus 로고
    • Forest fires: Burn out
    • doi: 10.1038/489352a
    • M.Nijhuis, Forest fires: Burn out. Nature 489(7416), (2012) 352-354. doi: 10.1038/489352a.
    • (2012) Nature , vol.489 , Issue.7416 , pp. 352-354
    • Nijhuis, M.1
  • 32
    • 84881664015 scopus 로고    scopus 로고
    • Uncertainties in landscape analysis and ecosystem service assessment
    • doi: 10.1016/j.jenvman.2012.12.002
    • Y.Hou, B. Burkhard, F. Mller, Uncertainties in landscape analysis and ecosystem service assessment. Journal ofEnvironmentalManagement (2013). doi: 10.1016/j.jenvman.2012.12.002.
    • (2013) Journal OfEnvironmentalManagement
    • Hou, Y.1    Burkhard, B.2    Mller, F.3
  • 34
    • 77955407682 scopus 로고    scopus 로고
    • Precisely incorrect? Monetising the value of ecosystem services
    • doi: 10.1016/j.ecocom.2010.04.007
    • J.H. Spangenberg, J. Settele, Precisely incorrect? Monetising the value of ecosystem services. Ecological Complexity 7(3), (2010) 327-337. doi: 10.1016/j.ecocom.2010.04.007.
    • (2010) Ecological Complexity , vol.7 , Issue.3 , pp. 327-337
    • Spangenberg, J.H.1    Settele, J.2
  • 35
    • 0000751811 scopus 로고    scopus 로고
    • Current approaches to modelling the spread of wildland fire: A review
    • doi: 10.1177/030913339802200204
    • G.L.W. Perry, Current approaches to modelling the spread of wildland fire: A review. Progress in Physical Geography 22(2), (1998) 222-245. doi: 10.1177/030913339802200204.
    • (1998) Progress in Physical Geography , vol.22 , Issue.2 , pp. 222-245
    • Perry, G.L.W.1
  • 36
    • 34548106688 scopus 로고    scopus 로고
    • Predicting wild fires
    • doi:10.1038/scientificamerican0807-46
    • P.Andrews, M.Finney, M.Fischetti, Predicting wild fires.Scientific American 297(2), (2007)46-55.doi:10.1038/scientificamerican0807-46.
    • (2007) Scientific American , vol.297 , Issue.2 , pp. 46-55
    • Andrews, P.1    Finney, M.2    Fischetti, M.3
  • 38
    • 35048873249 scopus 로고    scopus 로고
    • Dynamic data driven applications systems: A new paradigm for application simulations and measurements
    • M. Bubak, G. Albada, P. Sloot, J. Dongarra (eds.), vol. 3038 of Lecture Notes in Computer Science, Springer Berlin Heidelberg. doi: 10.1007/978-3-540- 24688-6 86
    • F. Darema, Dynamic Data Driven Applications Systems: A New Paradigm for Application Simulations and Measurements. In M. Bubak, G. Albada, P. Sloot, J. Dongarra (eds.), Computational Science - ICCS 2004, vol. 3038 of Lecture Notes in Computer Science, (2004), pp. 662-669. Springer Berlin Heidelberg. doi: 10.1007/978-3-540-24688-6 86.
    • (2004) Computational Science - ICCS 2004 , pp. 662-669
    • Darema, F.1
  • 39
    • 84884628816 scopus 로고    scopus 로고
    • Software uncertainty in integrated environmental modelling: The role of semantics and open science
    • doi: 10.6084/m9.figshare.155701
    • D. de Rigo, Software Uncertainty in Integrated Environmental Modelling: The role of Semantics and Open Science. Geophys. Res. Abstr. 15, 13292 (2013). doi: 10.6084/m9.figshare.155701.
    • (2013) Geophys. Res. Abstr , vol.15 , pp. 13292
    • Rigo, D.D.1
  • 43
    • 84884601019 scopus 로고    scopus 로고
    • Toward open science at the european scale: Geospatial semantic array programming for integrated environmental modelling
    • doi: 10.6084/m9.figshare.155703
    • D. de Rigo, P. Corti, G. Caudullo, D. McInerney, M. Di Leo, J. San Miguel-Ayanz, Toward Open Science at the European Scale: Geospatial Semantic Array Programming for Integrated Environmental Modelling. Geophys. Res. Abstr. 15, 13245+ (2013). doi: 10.6084/m9.figshare.155703.
    • (2013) Geophys. Res. Abstr. , vol.15 , pp. 13245
    • De Rigo, D.1    Corti, P.2    Caudullo, G.3    Mcinerney, D.4    De Leo, M.5    Miguel-Ayanz, J.S.6
  • 45
    • 84868553772 scopus 로고    scopus 로고
    • The concept of fire environment
    • C.M. Countryman, The concept of fire environment. Fire Management today 64(1), (2004) 49-52.
    • (2004) Fire Management Today , vol.64 , Issue.1 , pp. 49-52
    • Countryman, C.M.1
  • 46
    • 33744743216 scopus 로고    scopus 로고
    • Parametric study of an eruptive fire behaviour model
    • doi: 10.1071/WF05050
    • D.X. Viegas, Parametric study of an eruptive fire behaviour model. International Journal of Wildland Fire 15(2), (2006) 169. doi: 10.1071/WF05050.
    • (2006) International Journal of Wildland Fire , vol.15 , Issue.2 , pp. 169
    • Viegas, D.X.1
  • 47
    • 51849094394 scopus 로고    scopus 로고
    • Anadaptive system forforest firebehavior prediction
    • CSE'08. 11thIEEEInternational Conference on, IEEE
    • R. Rodriguez Aseretto, A. Cortes, T.Margalef, E. Luque, AnAdaptive System forForest FireBehavior Prediction. In Computational Science and Engineering, 2008.CSE'08. 11thIEEEInternational Conference on, (2008) pp. 275-282. IEEE.
    • (2008) Computational Science and Engineering, 2008 , pp. 275-282
    • Aseretto, R.R.1    Cortes, A.2    Margalef, T.3    Luque, E.4
  • 49
    • 47749095110 scopus 로고    scopus 로고
    • Applyingadynamicdatadrivengeneticalgorithmtoimproveforest firespreadprediction
    • Lecture Notes in Computer Science 5103, doi: 10.1007/978-3-540-69389-5 6
    • M.Denham, A.Cortes, T.Margalef, E.Luque, ApplyingaDynamicDataDrivenGeneticAlgorithmtoImproveForest FireSpreadPrediction. ICCS2008. Lecture Notes in Computer Science 5103, (2008) 36-45. doi: 10.1007/978-3-540-69389-5 6.
    • (2008) ICCS2008 , pp. 36-45
    • Denham, M.1    Cortes, A.2    Margalef, T.3    Luque, E.4
  • 51
    • 84938011869 scopus 로고
    • On adaptive control processes
    • doi: 10.1109/TAC.1959.1104847
    • R. Bellman, R. Kalaba, On adaptive control processes. Automatic Control, IRE Transactions on 4(2), (1959) 1-9. doi: 10.1109/TAC.1959.1104847.
    • (1959) Automatic Control, IRE Transactions on , vol.4 , Issue.2 , pp. 1-9
    • Bellman, R.1    Kalaba, R.2
  • 53
    • 66449130966 scopus 로고    scopus 로고
    • Adaptive dynamic programming: Anintroduction
    • IEEE doi: 10.1109/MCI.2009.932261
    • F.-Y.Wang, H. Zhang, D. Liu, Adaptive Dynamic Programming: AnIntroduction. Computational Intelligence Magazine, IEEE 4(2), (2009) 39-47. doi: 10.1109/MCI.2009.932261.
    • (2009) Computational Intelligence Magazine , vol.4 , Issue.2 , pp. 39-47
    • Wang, F.-y.1    Zhang, H.2    Liu, D.3
  • 55
    • 77952241017 scopus 로고    scopus 로고
    • Simulationoptimization modeling: A survey and potential application in reservoir systems operation
    • doi: 10.1007/s11269-009-9488-0
    • D. Rani, M. Moreira, SimulationOptimization Modeling: A Survey and Potential Application in Reservoir Systems Operation.Water Resources Management 24(6), (2010) 1107-1138. doi: 10.1007/s11269-009-9488-0.
    • (2010) Water Resources Management , vol.24 , Issue.6 , pp. 1107-1138
    • Rani, D.1    Moreira, M.2
  • 56
    • 84904579991 scopus 로고    scopus 로고
    • Astochasticapproachtooptimizemaritimepine(pinuspinaster ait) standmanagementscheduling under fire risk.anapplication in Portugal
    • L.Ferreira, M.Constantino, J.G.Borges, AstochasticapproachtooptimizeMaritimepine(Pinuspinaster Ait.) standmanagementscheduling under fire risk.Anapplication in Portugal. Annals of Operations Research (2011) pp. 1-19.
    • (2011) Annals of Operations Research , pp. 1-19
    • Ferreira, L.1    Constantino, M.2    Borges, J.G.3
  • 57
    • 84865473271 scopus 로고    scopus 로고
    • Astochastic dynamic programming approach to optimize short-rotation coppice systems management scheduling: An application to eucalypt plantations underwildfire risk in Portugal
    • L. Ferreira, M.F. Constantino, J.G. Borges, J. Garcia-Gonzalo, AStochastic Dynamic Programming Approach to Optimize Short-Rotation Coppice Systems Management Scheduling: An Application to Eucalypt Plantations underWildfire Risk in Portugal. Forest Science (2012) pp. 353-365.
    • (2012) Forest Science , pp. 353-365
    • Ferreira, L.1    Constantino, M.F.2    Borges, J.G.3    Garcia-Gonzalo, J.4
  • 58
    • 84861154770 scopus 로고    scopus 로고
    • Areviewof operations research methods applicable to wildfire management
    • doi: 10.1071/WF10129
    • J.P. Minas, J.W. Hearne, J.W.Handmer, Areviewof operations research methods applicable to wildfire management. International Journal of Wildland Fire 21(3), (2012) 189. doi: 10.1071/WF10129.
    • (2012) International Journal of Wildland Fire , vol.21 , Issue.3 , pp. 189
    • Minas, J.P.1    Hearne, J.W.2    Handmer, J.W.3
  • 59
    • 4544319442 scopus 로고    scopus 로고
    • Approximate dynamic programming strategies and their applicability for process control: A reviewand future directions
    • J.M. Lee, J.H. Lee, Approximate dynamic programming strategies and their applicability for process control: A reviewand future directions. International Journal of Control, Automation and Systems 2(3), (2004) 263-278.
    • (2004) International Journal of Control, Automation and Systems , vol.2 , Issue.3 , pp. 263-278
    • Lee, J.M.1    Lee, J.H.2
  • 61
    • 79960729066 scopus 로고    scopus 로고
    • A selective improvement technique for fastening neuro-dynamic programming inwater resources network management
    • OnLine, doi: 10.3182/20050703-6-cz-1902.02172
    • D. de Rigo, A. Castelletti, A.E. Rizzoli, R. Soncini-Sessa, E.Weber, A selective improvement technique for fastening neuro-dynamic programming inwater resources network management. IFAC-Papers OnLine 16, (2005) 7-12. doi: 10.3182/20050703-6-cz-1902.02172.
    • (2005) IFAC-Papers , vol.16 , pp. 7-12
    • Rigo, D.D.1    Castelletti, A.2    Rizzoli, A.E.3    Soncini-Sessa, R.4    Weber, E.5
  • 62
    • 84862140691 scopus 로고    scopus 로고
    • On-line design of water reservoir policies based on inflow prediction
    • OnLine, doi: 10.3182/20080706-5-kr-1001.02463
    • A. Castelletti, D. de Rigo, L. Tepsich, R. Soncini-Sessa, E.Weber, On-Line design of water reservoir policies based on inflow prediction. IFAC-Papers OnLine 17, (2008) 14540-14545. doi: 10.3182/20080706-5-kr-1001. 02463.
    • (2008) IFAC-Papers , vol.17 , pp. 14540-14545
    • Castelletti, A.1    De Rigo, D.2    Tepsich, L.3    Soncini-Sessa, R.4    Weber, E.5
  • 65
    • 0004029007 scopus 로고
    • Ogden, UT, USA:USDepartmentofAgriculture, ForestService, IntermountainForest and Range Experiment Station, the two implementations of the state transistion funciton
    • R.Rothermel, Howtopredictthespreadandintensityofforestandrangefires. Ogden, UT, USA:USDepartmentofAgriculture, ForestService, IntermountainForest and Range Experiment Station, (1983)the two implementations of the state transistion funciton.
    • (1983) Howtopredictthespreadandintensityofforestandrangefires.
    • Rothermel, R.1
  • 67
    • 84856404955 scopus 로고    scopus 로고
    • GRASS GIS: Amulti-purpose open source gis
    • doi: 10.1016/j.envsoft.2011.11.014
    • M. Neteler, M.H. Bowman, M. Landa, M. Metz, GRASS GIS:Amulti-purpose open source GIS, Environmental Modelling&Software 31, (2012) 124-130. doi: 10.1016/j.envsoft.2011.11.014.
    • (2012) Environmental Modelling&Software , vol.31 , pp. 124-130
    • Neteler, M.1    Bowman, M.H.2    Landa, M.3    Metz, M.4
  • 71
  • 72
    • 0003917467 scopus 로고
    • Weather in the canadian forest fire danger rating system: A user guide to national standards and practices
    • BC, Canada: CanadianForest Service, PacificForestry Centre
    • J. Turner, B. Lawson, Weather in the Canadian Forest Fire Danger Rating System: A user guide to national standards and practices. Inf. Rep. BC-X-177.Victoria, BC, Canada: CanadianForest Service, PacificForestry Centre. (1978) 40 p.
    • (1978) Inf. Rep. BC-X-177.Victoria , pp. 40
    • Turner, J.1    Lawson, B.2
  • 74
    • 85096105190 scopus 로고    scopus 로고
    • IEEE, Std. 754-2008, doi10.1109/IEEESTD.2008.4610935
    • IEEE, IEEEstandard for floating-point arithmetic. Std. 754-2008, (2008). doi: 10.1109/IEEESTD.2008.4610935.
    • (2008) IEEEstandard for Floating-point Arithmetic
  • 75
    • 85040296987 scopus 로고
    • Aids to determining fuel models for estimating fire behaviors
    • United States Department of Agriculture
    • H.E. Anderson, Aids to determining fuel models for estimating fire behaviors. GeneralTechnical ReportINT-122. United States Department of Agriculture, Forest Service (1982). http://www.fs.fed.us/rm/pubs-int/int-gtr122. pdf.
    • (1982) GeneralTechnical ReportINT-122.
    • Anderson, H.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.