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Volumn 221, Issue 1, 2010, Pages 46-58

Development of a framework for fire risk assessment using remote sensing and geographic information system technologies

Author keywords

Fire danger; Fire risk; Fuel moisture content; Geographic information systems; Human factors; Lightning; Logistic regression; Remote sensing

Indexed keywords

AIR QUALITY; DEFORESTATION; FIRES; FUELS; GEOGRAPHIC INFORMATION SYSTEMS; HUMAN COMPUTER INTERACTION; HUMAN ENGINEERING; INFORMATION SYSTEMS; INFORMATION USE; LIGHTNING; REMOTE SENSING; RISK PERCEPTION; VEGETATION;

EID: 70450260872     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2008.11.017     Document Type: Article
Times cited : (408)

References (84)
  • 1
    • 0001143213 scopus 로고    scopus 로고
    • Forest fire risk modelling using remote sensing and geographic information system
    • Abhineet J., Ravan S.A., Singh R.K., Das K.K., and Roy P.S. Forest fire risk modelling using remote sensing and geographic information system. Current Science 70 (1996) 928-933
    • (1996) Current Science , vol.70 , pp. 928-933
    • Abhineet, J.1    Ravan, S.A.2    Singh, R.K.3    Das, K.K.4    Roy, P.S.5
  • 2
    • 34548105221 scopus 로고    scopus 로고
    • Estimation of dead fuel moisture content from meteorological data in Mediterranean areas. Applications in fire danger assessment
    • Aguado I., Chuvieco E., Boren R., and Nieto H. Estimation of dead fuel moisture content from meteorological data in Mediterranean areas. Applications in fire danger assessment. IJWF 16 (2007) 390-397
    • (2007) IJWF , vol.16 , pp. 390-397
    • Aguado, I.1    Chuvieco, E.2    Boren, R.3    Nieto, H.4
  • 4
    • 0003472560 scopus 로고
    • Aids to determining fuel models for estimating fire behavior, USDA. Forest Service
    • INT-122, Ogden, UT
    • Anderson, H.E., 1982. Aids to determining fuel models for estimating fire behavior, USDA. Forest Service, General Technical Report INT-122, Ogden, UT.
    • (1982) General Technical Report
    • Anderson, H.E.1
  • 5
    • 0038899537 scopus 로고
    • The BEHAVE fire behavior prediction system
    • Andrews P.L., and Chase C.H. The BEHAVE fire behavior prediction system. The Compiler 8 (1990) 4-9
    • (1990) The Compiler , vol.8 , pp. 4-9
    • Andrews, P.L.1    Chase, C.H.2
  • 6
    • 0041704577 scopus 로고    scopus 로고
    • Evaluation of fire danger rating indexes using logistic regression and percentile analysis
    • Andrews P.L., Loftsgaarden D.O., and Bradshaw L.S. Evaluation of fire danger rating indexes using logistic regression and percentile analysis. IJWF 12 (2003) 213-226
    • (2003) IJWF , vol.12 , pp. 213-226
    • Andrews, P.L.1    Loftsgaarden, D.O.2    Bradshaw, L.S.3
  • 8
    • 2342602005 scopus 로고    scopus 로고
    • A consistent wildland fire risk terminology is needed!
    • Bachmann A., and Allgöwer B. A consistent wildland fire risk terminology is needed!. Fire Management Today 61 (2001) 28-33
    • (2001) Fire Management Today , vol.61 , pp. 28-33
    • Bachmann, A.1    Allgöwer, B.2
  • 9
    • 0036623274 scopus 로고    scopus 로고
    • Factors infuencing fire behaviour in shrublands of different stand ages and the implications for using prescribed burning to reduce wildfire risk
    • Baeza M.J., Luis M.D., Raventos J., and Escarre A. Factors infuencing fire behaviour in shrublands of different stand ages and the implications for using prescribed burning to reduce wildfire risk. Journal of Environmental Management 65 (2002) 199-208
    • (2002) Journal of Environmental Management , vol.65 , pp. 199-208
    • Baeza, M.J.1    Luis, M.D.2    Raventos, J.3    Escarre, A.4
  • 10
    • 34548643273 scopus 로고    scopus 로고
    • Human disturbance and environmental factors as drivers of long-term post-fire regeneration patterns in Mediterranean forests
    • Baeza M.J., Valdecantos A., Alloza J.A., and Vallejo R. Human disturbance and environmental factors as drivers of long-term post-fire regeneration patterns in Mediterranean forests. Journal of Vegetation Science 18 (2007) 243-252
    • (2007) Journal of Vegetation Science , vol.18 , pp. 243-252
    • Baeza, M.J.1    Valdecantos, A.2    Alloza, J.A.3    Vallejo, R.4
  • 11
    • 43449110109 scopus 로고    scopus 로고
    • Vegetation recovery after fuel management in Mediterranean shrublands
    • Baeza M.J., and Vallejo R. Vegetation recovery after fuel management in Mediterranean shrublands. Applied Vegetation Science 11 (2008) 151-158
    • (2008) Applied Vegetation Science , vol.11 , pp. 151-158
    • Baeza, M.J.1    Vallejo, R.2
  • 12
    • 0003985083 scopus 로고
    • The 1978 National Fire-Danger Rating System: Technical Documentation
    • USDA. Forest Service, Ogden, Utah
    • Bradshaw, L., Deeming, J., Burgan, R.E., Cohen, J., 1983. The 1978 National Fire-Danger Rating System: Technical Documentation No. GTR INT -169, USDA. Forest Service, Ogden, Utah.
    • (1983) GTR INT -169
    • Bradshaw, L.1    Deeming, J.2    Burgan, R.E.3    Cohen, J.4
  • 13
    • 15944380021 scopus 로고    scopus 로고
    • Corine land cover update 2000
    • Europan Environmental Agency, Copenhagen
    • Büttner G., Feranec J., and Jaffrain G. Corine land cover update 2000. Technical Guidelines (2000), Europan Environmental Agency, Copenhagen
    • (2000) Technical Guidelines
    • Büttner, G.1    Feranec, J.2    Jaffrain, G.3
  • 15
    • 0035147621 scopus 로고    scopus 로고
    • Environmental and social factors influencing wildfires in the Upper Midwest, United States
    • Cardille J.A., Ventura S.J., and Turner M.G. Environmental and social factors influencing wildfires in the Upper Midwest, United States. Ecological Applications 11 (2001) 111-127
    • (2001) Ecological Applications , vol.11 , pp. 111-127
    • Cardille, J.A.1    Ventura, S.J.2    Turner, M.G.3
  • 16
    • 0031789195 scopus 로고    scopus 로고
    • Modeling forest fire danger from geographic information systems
    • Castro R., and Chuvieco E. Modeling forest fire danger from geographic information systems. GI 13 (1998) 15-23
    • (1998) GI , vol.13 , pp. 15-23
    • Castro, R.1    Chuvieco, E.2
  • 17
    • 0027047577 scopus 로고
    • Management of wildfires with a geographical information system
    • Chou Y.H. Management of wildfires with a geographical information system. IJGIS 6 (1992) 123-140
    • (1992) IJGIS , vol.6 , pp. 123-140
    • Chou, Y.H.1
  • 18
    • 0027413029 scopus 로고
    • Mapping probability of fire occurrence in San Jacinto Mountains, California, USA
    • Chou Y.H., Minnich R.A., and Chase R.A. Mapping probability of fire occurrence in San Jacinto Mountains, California, USA. Environmental Management 17 (1993) 129-140
    • (1993) Environmental Management , vol.17 , pp. 129-140
    • Chou, Y.H.1    Minnich, R.A.2    Chase, R.A.3
  • 19
    • 84895396990 scopus 로고    scopus 로고
    • Satellite observation of biomass burning: implications in global change research
    • Chuvieco E. (Ed), Springer, New York
    • Chuvieco E. Satellite observation of biomass burning: implications in global change research. In: Chuvieco E. (Ed). Earth Observation and Global Change (2008), Springer, New York 109-142
    • (2008) Earth Observation and Global Change , pp. 109-142
    • Chuvieco, E.1
  • 21
    • 14844325373 scopus 로고    scopus 로고
    • Conversion of fuel moisture content values to ignition potential for integrated fire danger assessment
    • Chuvieco E., Aguado I., and Dimitrakopoulos A. Conversion of fuel moisture content values to ignition potential for integrated fire danger assessment. Canadian Journal of Forest Research 34 11 (2004) 2284-2293
    • (2004) Canadian Journal of Forest Research , vol.34 , Issue.11 , pp. 2284-2293
    • Chuvieco, E.1    Aguado, I.2    Dimitrakopoulos, A.3
  • 22
    • 11144239433 scopus 로고    scopus 로고
    • Combining NDVI and surface temperature for the estimation of live fuel moisture content in forest fire danger rating
    • Chuvieco E., Cocero D., Riaño D., Martín M.P., Martínez-Vega J., de la Riva J., and Pérez F. Combining NDVI and surface temperature for the estimation of live fuel moisture content in forest fire danger rating. RSE 92 (2004) 322-331
    • (2004) RSE , vol.92 , pp. 322-331
    • Chuvieco, E.1    Cocero, D.2    Riaño, D.3    Martín, M.P.4    Martínez-Vega, J.5    de la Riva, J.6    Pérez, F.7
  • 23
    • 0024856071 scopus 로고
    • Application of remote sensing and geographic information systems to forest fire hazard mapping
    • Chuvieco E., and Congalton R.G. Application of remote sensing and geographic information systems to forest fire hazard mapping. RSE 29 (1989) 147-159
    • (1989) RSE , vol.29 , pp. 147-159
    • Chuvieco, E.1    Congalton, R.G.2
  • 24
    • 0029730556 scopus 로고    scopus 로고
    • Mapping the spatial distribution of forest fire danger using GIS
    • Chuvieco E., and Salas F.J. Mapping the spatial distribution of forest fire danger using GIS. IJGIS 10 (1996) 333-345
    • (1996) IJGIS , vol.10 , pp. 333-345
    • Chuvieco, E.1    Salas, F.J.2
  • 25
    • 13144305144 scopus 로고    scopus 로고
    • Assessment of multitemporal compositing techniques of MODIS and AVHRR images for burned land mapping
    • Chuvieco E., Ventura G., Martín M.P., and Gomez I. Assessment of multitemporal compositing techniques of MODIS and AVHRR images for burned land mapping. RSE 94 (2005) 450-462
    • (2005) RSE , vol.94 , pp. 450-462
    • Chuvieco, E.1    Ventura, G.2    Martín, M.P.3    Gomez, I.4
  • 26
    • 11144239124 scopus 로고    scopus 로고
    • Estimating live fuel moisture content from remotely sensed reflectance
    • Danson F.M., and Bowyer P. Estimating live fuel moisture content from remotely sensed reflectance. RSE 92 (2004) 309-321
    • (2004) RSE , vol.92 , pp. 309-321
    • Danson, F.M.1    Bowyer, P.2
  • 28
    • 13644253122 scopus 로고    scopus 로고
    • Use of Normalized Difference Water Index for monitoring live fuel moisture content
    • Dennison P.E., Roberts Dar A., Peterson S.H., and Rechel J. Use of Normalized Difference Water Index for monitoring live fuel moisture content. IJRS 26 (2005) 1035-1042
    • (2005) IJRS , vol.26 , pp. 1035-1042
    • Dennison, P.E.1    Roberts Dar, A.2    Peterson, S.H.3    Rechel, J.4
  • 32
    • 70450271746 scopus 로고    scopus 로고
    • Finney, M.A., 1998. FARSITE: Fire Area Simulator - Model development and evaluation. USDA Forest Service. RMRS-RP-4, 51 pp.
    • Finney, M.A., 1998. FARSITE: Fire Area Simulator - Model development and evaluation. USDA Forest Service. RMRS-RP-4, 51 pp.
  • 34
    • 0000166122 scopus 로고
    • Runoff hydrograms from three mediterranean vegetation cover types
    • Thornes J.B. (Ed), Wiley, Chichester
    • Francis C., and Thornes J.B. Runoff hydrograms from three mediterranean vegetation cover types. In: Thornes J.B. (Ed). Vegetation and Erosion (1990), Wiley, Chichester 363-384
    • (1990) Vegetation and Erosion , pp. 363-384
    • Francis, C.1    Thornes, J.B.2
  • 36
    • 10644251823 scopus 로고    scopus 로고
    • Detecting the effect of climate change on Canadian forest fires
    • doi:18210.11029/12004GL020876
    • Gillett N.P., Weaver A.J., Zwiers F.W., and Flannigan M.D. Detecting the effect of climate change on Canadian forest fires. Geophysical Research Letters 31 (2004) L18211 doi:18210.11029/12004GL020876
    • (2004) Geophysical Research Letters , vol.31
    • Gillett, N.P.1    Weaver, A.J.2    Zwiers, F.W.3    Flannigan, M.D.4
  • 39
    • 4544228678 scopus 로고    scopus 로고
    • Simulating forest fuel and fire risk dynamics across landscapes-LANDIS fuel module design
    • He H.S., Shang B.Z., Crow T.R., Gustafson E.J., and Shifley S.R. Simulating forest fuel and fire risk dynamics across landscapes-LANDIS fuel module design. Ecological Modelling 180 (2004) 135-151
    • (2004) Ecological Modelling , vol.180 , pp. 135-151
    • He, H.S.1    Shang, B.Z.2    Crow, T.R.3    Gustafson, E.J.4    Shifley, S.R.5
  • 40
    • 33745685097 scopus 로고    scopus 로고
    • Recent changes in the fire regime across the North American boreal region-spatial and temporal patterns of burning across Canada and Alaska
    • Kasischke E.S., and Turetsky M.R. Recent changes in the fire regime across the North American boreal region-spatial and temporal patterns of burning across Canada and Alaska. Geophysical Research Letters 33 (2006) 1-5
    • (2006) Geophysical Research Letters , vol.33 , pp. 1-5
    • Kasischke, E.S.1    Turetsky, M.R.2
  • 41
    • 0031427153 scopus 로고    scopus 로고
    • Integration and visualization of the ecological value of rural landscapes in maintaining the physical environment of Japan
    • Kato Y., Yokohari M., and Brown R.D. Integration and visualization of the ecological value of rural landscapes in maintaining the physical environment of Japan. Landscape and Urban Planning (1997) 39
    • (1997) Landscape and Urban Planning , pp. 39
    • Kato, Y.1    Yokohari, M.2    Brown, R.D.3
  • 44
    • 0032707435 scopus 로고    scopus 로고
    • Plant response to disturbance in a Mediterranean grassland: how many functional groups?
    • Lavorel S., McIntyre S., and Grigulis K. Plant response to disturbance in a Mediterranean grassland: how many functional groups?. Journal of Vegetation Science 10 (1999) 661-672
    • (1999) Journal of Vegetation Science , vol.10 , pp. 661-672
    • Lavorel, S.1    McIntyre, S.2    Grigulis, K.3
  • 46
    • 2342636510 scopus 로고    scopus 로고
    • Estimation of leaf water status to monitor the risk of forest fires by using remotely sensed data
    • Maki M., Ishiahra M., and Tamura M. Estimation of leaf water status to monitor the risk of forest fires by using remotely sensed data. RSE 90 (2004) 441-450
    • (2004) RSE , vol.90 , pp. 441-450
    • Maki, M.1    Ishiahra, M.2    Tamura, M.3
  • 47
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Mann H.B., and Whitney D.R. On a test of whether one of two random variables is stochastically larger than the other. Annals of Mathematical Statistics 18 (1947) 50-60
    • (1947) Annals of Mathematical Statistics , vol.18 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 48
  • 49
    • 0001254665 scopus 로고
    • A logistic model for predicting daily people-caused forest fire occurrence in Ontario
    • Martell D.L., Otukol S., and Stocks B.J. A logistic model for predicting daily people-caused forest fire occurrence in Ontario. Canadian Journal of Forest Research 17 (1987) 394-401
    • (1987) Canadian Journal of Forest Research , vol.17 , pp. 394-401
    • Martell, D.L.1    Otukol, S.2    Stocks, B.J.3
  • 51
    • 70450282417 scopus 로고    scopus 로고
    • Valoración del paisaje en la Zona de Especial Protección de Aves Carrizales y Sotos de Aranjuez (Comunidad de Madrid)
    • Martínez-Vega J., Martín M.P., and Romero R. Valoración del paisaje en la Zona de Especial Protección de Aves Carrizales y Sotos de Aranjuez (Comunidad de Madrid). GeoFocus 3 (2003) 1-21
    • (2003) GeoFocus , vol.3 , pp. 1-21
    • Martínez-Vega, J.1    Martín, M.P.2    Romero, R.3
  • 52
    • 70450226402 scopus 로고    scopus 로고
    • Valoración paisajística y ecológica de la Comunidad de Madrid: su integración en un índice sintético de riesgo de incendios forestales
    • Martínez-Vega J., Romero R., and Echavarría P. Valoración paisajística y ecológica de la Comunidad de Madrid: su integración en un índice sintético de riesgo de incendios forestales. Revista de Teledetección 28 (2007) 43-60
    • (2007) Revista de Teledetección , vol.28 , pp. 43-60
    • Martínez-Vega, J.1    Romero, R.2    Echavarría, P.3
  • 55
    • 0032706661 scopus 로고    scopus 로고
    • Disturbance response in vegetation-towards a global perspective on functional traits
    • McIntyre S., Lavorel S., Landsberg J., and Forbes T.D.A. Disturbance response in vegetation-towards a global perspective on functional traits. Journal of Vegetation Science 10 (1999) 621-630
    • (1999) Journal of Vegetation Science , vol.10 , pp. 621-630
    • McIntyre, S.1    Lavorel, S.2    Landsberg, J.3    Forbes, T.D.A.4
  • 56
    • 0036096140 scopus 로고    scopus 로고
    • Ecological land evaluation for nature redevelopment in river areas
    • Nakagoshi N., and Kondo T. Ecological land evaluation for nature redevelopment in river areas. Landscape Ecology 17 Suppl. 1 (2002) 83-93
    • (2002) Landscape Ecology , vol.17 , Issue.SUPPL. 1 , pp. 83-93
    • Nakagoshi, N.1    Kondo, T.2
  • 57
    • 0006123802 scopus 로고    scopus 로고
    • Water relations of forest fuels
    • Johnson E.A., and Miyanishi K. (Eds), Academic Press, San Diego, CA
    • Nelson R.M. Water relations of forest fuels. In: Johnson E.A., and Miyanishi K. (Eds). Forest Fires: Behavior and Ecological Effects (2001), Academic Press, San Diego, CA 79-149
    • (2001) Forest Fires: Behavior and Ecological Effects , pp. 79-149
    • Nelson, R.M.1
  • 58
    • 70450287072 scopus 로고    scopus 로고
    • in press, Spain: development of short-term and long-term probability models of occurrence in two regions of Spain. IJWF
    • Nieto, H., Aguado, I., Chuvieco, E., in press. Lightning-caused fires in Central Spain: development of short-term and long-term probability models of occurrence in two regions of Spain. IJWF.
    • Lightning-caused fires in Central
    • Nieto, H.1    Aguado, I.2    Chuvieco, E.3
  • 60
    • 70450256109 scopus 로고    scopus 로고
    • Omi, P.N., 2005. Forest Fires: A Reference Handbook. ABC-CLIO, Santa Barbara, CA, xviii, 347 pp.
    • Omi, P.N., 2005. Forest Fires: A Reference Handbook. ABC-CLIO, Santa Barbara, CA, xviii, 347 pp.
  • 62
    • 85028877876 scopus 로고
    • World fire
    • University of Washington Press, Seattle and London
    • Pyne S.J. World fire. The Culture of Fire on Earth (1995), University of Washington Press, Seattle and London
    • (1995) The Culture of Fire on Earth
    • Pyne, S.J.1
  • 64
    • 16444379235 scopus 로고    scopus 로고
    • Estimation of fuel moisture content by inversion of radiative transfer models to simulate equivalent water thickness and dry matter content: analysis at leaf and canopy level
    • Riaño D., Vaughan P., Chuvieco E., Zarco-Tejada P., and Ustin S.L. Estimation of fuel moisture content by inversion of radiative transfer models to simulate equivalent water thickness and dry matter content: analysis at leaf and canopy level. IEEE Transactions on Geoscience and Remote Sensing 43 (2005) 819-826
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , pp. 819-826
    • Riaño, D.1    Vaughan, P.2    Chuvieco, E.3    Zarco-Tejada, P.4    Ustin, S.L.5
  • 65
    • 0033979768 scopus 로고    scopus 로고
    • Mass tourism and the demand for protected natural areas: a travel cost approach
    • Riera-Font A. Mass tourism and the demand for protected natural areas: a travel cost approach. Journal of Environmental Economics and Management 39 (2000) 97-116
    • (2000) Journal of Environmental Economics and Management , vol.39 , pp. 97-116
    • Riera-Font, A.1
  • 66
    • 70450264406 scopus 로고    scopus 로고
    • Rodríguez y Silva, F., Molina Martínez, J.R., Herrera Machuca, M., Zamora Díaz, R., 2007. Vulnerabilidad socioeconómica de los espacios forestales frente al impacto de los incendios, aproximación metodológica mediante sistemas de información geográficos (proyecto Firemap). In: IV International Wildland Fire Conference. Proceedings, Sevilla.
    • Rodríguez y Silva, F., Molina Martínez, J.R., Herrera Machuca, M., Zamora Díaz, R., 2007. Vulnerabilidad socioeconómica de los espacios forestales frente al impacto de los incendios, aproximación metodológica mediante sistemas de información geográficos (proyecto Firemap). In: IV International Wildland Fire Conference. Proceedings, Sevilla.
  • 68
    • 4544356855 scopus 로고    scopus 로고
    • Fuel load reductions and fire risk in central hardwood forests of the United States: a spatial simulation study design
    • Shang B.Z., He H.S., Crow T.R., and Shifley S.R. Fuel load reductions and fire risk in central hardwood forests of the United States: a spatial simulation study design. Ecological Modelling 180 (2004) 89-102
    • (2004) Ecological Modelling , vol.180 , pp. 89-102
    • Shang, B.Z.1    He, H.S.2    Crow, T.R.3    Shifley, S.R.4
  • 69
    • 0003500012 scopus 로고
    • The moisture content of forest fuels-A review of the basic concepts
    • No. FF-X-14. Forest Fire Research Institute, Ottawa, Ontario
    • Simard, A.J., 1968. The moisture content of forest fuels-A review of the basic concepts. Information Report No. FF-X-14. Forest Fire Research Institute, Ottawa, Ontario.
    • (1968) Information Report
    • Simard, A.J.1
  • 70
    • 26844492000 scopus 로고    scopus 로고
    • MODIS-derived visible atmospherically resistant index for monitoring chaparral moisture content
    • Stow D., Niphadkar M., and Kaiser J. MODIS-derived visible atmospherically resistant index for monitoring chaparral moisture content. IJRS 26 (2005) 3867-3873
    • (2005) IJRS , vol.26 , pp. 3867-3873
    • Stow, D.1    Niphadkar, M.2    Kaiser, J.3
  • 72
    • 0004176560 scopus 로고
    • Development and structure of the Canadian Forest Fire Weather Index System
    • No. 35. Canadian Forest Service, Otawa
    • Van Wagner, C.E., 1987. Development and structure of the Canadian Forest Fire Weather Index System. Forestry Technical Report No. 35. Canadian Forest Service, Otawa.
    • (1987) Forestry Technical Report
    • Van Wagner, C.E.1
  • 73
    • 0035136120 scopus 로고    scopus 로고
    • Spatial prediction of fire ignition probabilities: comparing logistic regression and neural networks
    • Vasconcelos M.J.P., Silva S., Tomé M., Alvim M., and Pereira J.M.C. Spatial prediction of fire ignition probabilities: comparing logistic regression and neural networks. PERS 67 (2001) 73-83
    • (2001) PERS , vol.67 , pp. 73-83
    • Vasconcelos, M.J.P.1    Silva, S.2    Tomé, M.3    Alvim, M.4    Pereira, J.M.C.5
  • 74
    • 84971030431 scopus 로고
    • A logit model for predicting the daily occurence of human caused forest fires
    • Vega-García C., Woodard T., Adamowicz, and Lee B. A logit model for predicting the daily occurence of human caused forest fires. IJWF 5 (1995) 101-111
    • (1995) IJWF , vol.5 , pp. 101-111
    • Vega-García, C.1    Woodard, T.2    Adamowicz3    Lee, B.4
  • 78
    • 55549112593 scopus 로고    scopus 로고
    • Empleo de técnicas de regresión logística para la obtención de modelos de riesgo humano de incendio forestal a escala regional
    • Vilar L., MartinIsabel M.P., and MartínezVega F.J. Empleo de técnicas de regresión logística para la obtención de modelos de riesgo humano de incendio forestal a escala regional. Boletín de la Asociación de Geógrafos Españoles 47 (2008) 5-29
    • (2008) Boletín de la Asociación de Geógrafos Españoles , vol.47 , pp. 5-29
    • Vilar, L.1    MartinIsabel, M.P.2    MartínezVega, F.J.3
  • 79
    • 84971085669 scopus 로고
    • A review of fine fuel moisture modelling
    • Viney N.R. A review of fine fuel moisture modelling. IJWF 1 (1991) 215-234
    • (1991) IJWF , vol.1 , pp. 215-234
    • Viney, N.R.1
  • 80
    • 33747586378 scopus 로고    scopus 로고
    • Warming and earlier spring increase western US forest wildfire activity
    • Westerling A.L., Hidalgo H.G., Cayan D.R., and Swetnam T.W. Warming and earlier spring increase western US forest wildfire activity. Science 313 (2006) 940-943
    • (2006) Science , vol.313 , pp. 940-943
    • Westerling, A.L.1    Hidalgo, H.G.2    Cayan, D.R.3    Swetnam, T.W.4
  • 81
    • 16544370000 scopus 로고    scopus 로고
    • Land management-Forests, fires and climate
    • Whitlock C. Land management-Forests, fires and climate. Nature 432 (2004) 28-29
    • (2004) Nature , vol.432 , pp. 28-29
    • Whitlock, C.1
  • 83
    • 41149133798 scopus 로고    scopus 로고
    • Estimation of live Fuel Moisture Content from MODIS images for fire risk assessment
    • Yebra M., Chuvieco E., and Riaño D. Estimation of live Fuel Moisture Content from MODIS images for fire risk assessment. Agricultural and Forest Meteorology 148 (2008) 523-536
    • (2008) Agricultural and Forest Meteorology , vol.148 , pp. 523-536
    • Yebra, M.1    Chuvieco, E.2    Riaño, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.