메뉴 건너뛰기




Volumn 409, Issue 18, 2011, Pages 3472-3481

Global and regional analysis of climate and human drivers of wildfire

Author keywords

Anthropogenic change; Burned area; Climate change; Global wildfire; Random forest method; Regression trees

Indexed keywords

ANTHROPOGENIC CHANGES; BURNED AREAS; GLOBAL WILDFIRE; RANDOM FOREST METHODS; REGRESSION TREES;

EID: 79959727705     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2011.05.032     Document Type: Article
Times cited : (229)

References (57)
  • 1
    • 18844410090 scopus 로고    scopus 로고
    • Runaway fires, smoke-haze pollution, and unnatural disasters in Indonesia
    • Aiken S.R. Runaway fires, smoke-haze pollution, and unnatural disasters in Indonesia. Geogr Rev 2004, 94:55-79.
    • (2004) Geogr Rev , vol.94 , pp. 55-79
    • Aiken, S.R.1
  • 3
    • 1642332501 scopus 로고    scopus 로고
    • Ecological responses to El Niño-induced surface fires in central Brazilian Amazonia: management implications for flammable tropical forests
    • Barlow J., Peres C.A. Ecological responses to El Niño-induced surface fires in central Brazilian Amazonia: management implications for flammable tropical forests. Philos Trans R Soc Lond B 2004, 359:367-380.
    • (2004) Philos Trans R Soc Lond B , vol.359 , pp. 367-380
    • Barlow, J.1    Peres, C.A.2
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L. Bagging predictors. Mach Learn 1996, 24:123-140.
    • (1996) Mach Learn , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L. Random forests. Mach Learn 2001, 45:5-32.
    • (2001) Mach Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 8
    • 79959709612 scopus 로고    scopus 로고
    • RandomForest version 4.6-2, port by Liaw A, Wiener M
    • [online]
    • Breiman L., Cutler A. randomForest version 4.6-2, port by Liaw A, Wiener M. Comprehensive R Archive Network 2010, [online]. http://cran.r-project.org/web/packages/randomForest/.
    • (2010) Comprehensive R Archive Network
    • Breiman, L.1    Cutler, A.2
  • 11
    • 44849110000 scopus 로고    scopus 로고
    • Global characterization of fire activity: toward defining fire regimes from Earth observation data
    • Chuvieco E., Giglio L., Justice C. Global characterization of fire activity: toward defining fire regimes from Earth observation data. Glob Change Biol 2008, 14:1488-1502.
    • (2008) Glob Change Biol , vol.14 , pp. 1488-1502
    • Chuvieco, E.1    Giglio, L.2    Justice, C.3
  • 12
    • 59849117766 scopus 로고    scopus 로고
    • Climate change, human land use and future fires in the Amazon
    • Cochrane M.A., Barber P.B. Climate change, human land use and future fires in the Amazon. Glob Change Biol 2009, 15:601-612.
    • (2009) Glob Change Biol , vol.15 , pp. 601-612
    • Cochrane, M.A.1    Barber, P.B.2
  • 13
    • 0036215473 scopus 로고    scopus 로고
    • Fire as a large-scale edge effect in Amazonian forests
    • Cochrane M.A., Laurance W.F. Fire as a large-scale edge effect in Amazonian forests. J Trop Ecol 2002, 18:311-325.
    • (2002) J Trop Ecol , vol.18 , pp. 311-325
    • Cochrane, M.A.1    Laurance, W.F.2
  • 14
    • 0033749212 scopus 로고    scopus 로고
    • Classification and regression trees: a powerful yet simple technique for ecological data analysis
    • De'ath G., Fabricius K.E. Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology 2000, 81:3178-3192.
    • (2000) Ecology , vol.81 , pp. 3178-3192
    • De'ath, G.1    Fabricius, K.E.2
  • 16
    • 65349110373 scopus 로고    scopus 로고
    • Human amplification of drought-induced biomass burning in Indonesia since 1960
    • Field R.D., van der Werf G.R., Shen S.S.P. Human amplification of drought-induced biomass burning in Indonesia since 1960. Nat Geosci 2009, 2:185-188.
    • (2009) Nat Geosci , vol.2 , pp. 185-188
    • Field, R.D.1    van der Werf, G.R.2    Shen, S.S.P.3
  • 19
    • 34447093289 scopus 로고    scopus 로고
    • Effects of four decades of fire manipulation on woody vegetation structure in savanna
    • Higgins S.I., Bond W.J., February E.C., Bronn A., Euston-Brown D.I.W., Enslin B., et al. Effects of four decades of fire manipulation on woody vegetation structure in savanna. Ecology 2007, 88:1119-1125.
    • (2007) Ecology , vol.88 , pp. 1119-1125
    • Higgins, S.I.1    Bond, W.J.2    February, E.C.3    Bronn, A.4    Euston-Brown, D.I.W.5    Enslin, B.6
  • 20
    • 0028991357 scopus 로고
    • Using fuel characteristics to estimate plant ignitability for fire hazard reduction
    • Hogenbirk J.C., Sarrazindelay C.L. Using fuel characteristics to estimate plant ignitability for fire hazard reduction. Water Air Soil Pollut 1995, 82:161-170.
    • (1995) Water Air Soil Pollut , vol.82 , pp. 161-170
    • Hogenbirk, J.C.1    Sarrazindelay, C.L.2
  • 22
    • 58149391815 scopus 로고    scopus 로고
    • Predicted changes in fire weather suggest increases in lightning fire initiation and future area burned in the mixedwood boreal forest
    • Krawchuk M.A., Cumming S.G., Flannigan M.D. Predicted changes in fire weather suggest increases in lightning fire initiation and future area burned in the mixedwood boreal forest. Climatic Change 2009, 92:83-97.
    • (2009) Climatic Change , vol.92 , pp. 83-97
    • Krawchuk, M.A.1    Cumming, S.G.2    Flannigan, M.D.3
  • 23
    • 65249122534 scopus 로고    scopus 로고
    • Global pyrogeography: the current and future distribution of wildfire
    • Krawchuk M.A., Moritz M.A., Parisien M.A., Van Dorn J., Hayhoe K. Global pyrogeography: the current and future distribution of wildfire. PLoS One 2009, 4:e5102. 10.1371/journal.pone.0005102.
    • (2009) PLoS One , vol.4
    • Krawchuk, M.A.1    Moritz, M.A.2    Parisien, M.A.3    Van Dorn, J.4    Hayhoe, K.5
  • 25
    • 66149164353 scopus 로고    scopus 로고
    • Climate and wildfire area burned in US ecoprovinces, 1916-2003
    • Littell J.S., McKenzie D., Peterson D.L., Westerling A.L. Climate and wildfire area burned in US ecoprovinces, 1916-2003. Ecol Appl 2009, 19:1003-1021.
    • (2009) Ecol Appl , vol.19 , pp. 1003-1021
    • Littell, J.S.1    McKenzie, D.2    Peterson, D.L.3    Westerling, A.L.4
  • 26
    • 33846467712 scopus 로고    scopus 로고
    • The influence of previous mountain pine beetle (Dendroctonus ponderosae) activity on the 1988 Yellowstone fires
    • Lynch H.J., Renkin R.A., Crabtree R.L., Moorcroft P.R. The influence of previous mountain pine beetle (Dendroctonus ponderosae) activity on the 1988 Yellowstone fires. Ecosystems 2006, 9:1318-1327.
    • (2006) Ecosystems , vol.9 , pp. 1318-1327
    • Lynch, H.J.1    Renkin, R.A.2    Crabtree, R.L.3    Moorcroft, P.R.4
  • 27
    • 37549028420 scopus 로고    scopus 로고
    • An assessment of potential change in wildfire activity in the Russian boreal forest zone induced by climate warming during the twenty-first century
    • Malevsky-Malevich S.P., Molkentin E.K., Nadyozhina E.D., Shklyarevich O.B. An assessment of potential change in wildfire activity in the Russian boreal forest zone induced by climate warming during the twenty-first century. Climatic Change 2008, 86:463-474.
    • (2008) Climatic Change , vol.86 , pp. 463-474
    • Malevsky-Malevich, S.P.1    Molkentin, E.K.2    Nadyozhina, E.D.3    Shklyarevich, O.B.4
  • 29
    • 18444397764 scopus 로고    scopus 로고
    • Modernising policy for public value: learning lessons from the management of bushfires
    • Marton R., Phillips S.K. Modernising policy for public value: learning lessons from the management of bushfires. Aust J Public Adm 2005, 64:75-82.
    • (2005) Aust J Public Adm , vol.64 , pp. 75-82
    • Marton, R.1    Phillips, S.K.2
  • 30
    • 34547128363 scopus 로고    scopus 로고
    • Environmental drivers of large, infrequent wildfires: the emerging conceptual model
    • Meyn A., White P.S., Buhk C., Jentsch A. Environmental drivers of large, infrequent wildfires: the emerging conceptual model. Prog Phys Geogr 2007, 31:287-312.
    • (2007) Prog Phys Geogr , vol.31 , pp. 287-312
    • Meyn, A.1    White, P.S.2    Buhk, C.3    Jentsch, A.4
  • 31
    • 69249136592 scopus 로고    scopus 로고
    • Regional variations in wildfire susceptibility of land-cover types in Portugal: implications for landscape management to minimize fire hazard
    • Moreira F., Vaz P., Catry F., Silva J.S. Regional variations in wildfire susceptibility of land-cover types in Portugal: implications for landscape management to minimize fire hazard. Int J Wildland Fire 2009, 18:563-574.
    • (2009) Int J Wildland Fire , vol.18 , pp. 563-574
    • Moreira, F.1    Vaz, P.2    Catry, F.3    Silva, J.S.4
  • 32
    • 0042815081 scopus 로고    scopus 로고
    • Spatiotemporal analysis of controls on shrubland fire regimes: age dependency and fire hazard
    • Moritz M.A. Spatiotemporal analysis of controls on shrubland fire regimes: age dependency and fire hazard. Ecology 2003, 84:351-361.
    • (2003) Ecology , vol.84 , pp. 351-361
    • Moritz, M.A.1
  • 33
    • 78651417097 scopus 로고    scopus 로고
    • Evaluation of global continental hydrology as simulated by the Land-surface Processes and eXchanges Dynamic Global Vegetation Model
    • Murray S.J., Foster P.N., Prentice I.C. Evaluation of global continental hydrology as simulated by the Land-surface Processes and eXchanges Dynamic Global Vegetation Model. Hydrol Earth Syst Sci 2011, 15:91-105.
    • (2011) Hydrol Earth Syst Sci , vol.15 , pp. 91-105
    • Murray, S.J.1    Foster, P.N.2    Prentice, I.C.3
  • 34
    • 0039967047 scopus 로고    scopus 로고
    • Large-scale impoverishment of Amazonian forests by logging and fire
    • Nepstad D.C., Verissimo A., Alencar A., Nobre C., Lima E., Lefebvre P., et al. Large-scale impoverishment of Amazonian forests by logging and fire. Nature 1999, 398:505-508.
    • (1999) Nature , vol.398 , pp. 505-508
    • Nepstad, D.C.1    Verissimo, A.2    Alencar, A.3    Nobre, C.4    Lima, E.5    Lefebvre, P.6
  • 35
    • 41649104268 scopus 로고    scopus 로고
    • Interactions among Amazon land use, forests and climate: prospects for a near-term forest tipping point
    • Nepstad D.C., Stickler C.M., Soares B., Merry F. Interactions among Amazon land use, forests and climate: prospects for a near-term forest tipping point. Philos Trans R Soc B - Biol Sci 2008, 363(1498):1737-1746.
    • (2008) Philos Trans R Soc B - Biol Sci , vol.363 , Issue.1498 , pp. 1737-1746
    • Nepstad, D.C.1    Stickler, C.M.2    Soares, B.3    Merry, F.4
  • 36
    • 0034233140 scopus 로고    scopus 로고
    • Representing twentieth-century space-time climate variability. Part II: Development of 1901-96 monthly grids of terrestrial surface climate. J Climate
    • New M, Hulme M, Jones P, Representing twentieth-century space-time climate variability. Part II: Development of 1901-96 monthly grids of terrestrial surface climate. J Climate 2000;13(13):2217-38.
    • (2000) , vol.13 , Issue.13 , pp. 2217-38
    • New, M.1    Hulme, M.2    Jones, P.3
  • 37
    • 0037038393 scopus 로고    scopus 로고
    • The amount of carbon released from peat and forest fires in Indonesia during 1997
    • Page S.E., Siegert F., Rieleys J.O., Boehm H.-D.V., Jaya A., Limin S. The amount of carbon released from peat and forest fires in Indonesia during 1997. Nature 2002, 420:61-65.
    • (2002) Nature , vol.420 , pp. 61-65
    • Page, S.E.1    Siegert, F.2    Rieleys, J.O.3    Boehm, H.-D.V.4    Jaya, A.5    Limin, S.6
  • 38
    • 65249142819 scopus 로고    scopus 로고
    • Environmental controls on the distribution of wildfires at multiple spatial scales
    • Parisien M.A., Moritz M.A. Environmental controls on the distribution of wildfires at multiple spatial scales. Ecol Monogr 2009, 79:127-154.
    • (2009) Ecol Monogr , vol.79 , pp. 127-154
    • Parisien, M.A.1    Moritz, M.A.2
  • 40
    • 34247104536 scopus 로고    scopus 로고
    • Fire persistence traits of plants along a productivity and disturbance gradient in Mediterranean shrublands of south-east Australia
    • Pausas J.G., Bradstock R.A. Fire persistence traits of plants along a productivity and disturbance gradient in Mediterranean shrublands of south-east Australia. Glob Ecol Biogeogr 2007, 16:330-340.
    • (2007) Glob Ecol Biogeogr , vol.16 , pp. 330-340
    • Pausas, J.G.1    Bradstock, R.A.2
  • 41
    • 0031911447 scopus 로고    scopus 로고
    • Climate warming, wildfire hazard and wildfire occurrence in coastal eastern Spain
    • Pinol J., Terradas J., Lloret F. Climate warming, wildfire hazard and wildfire occurrence in coastal eastern Spain. Climatic Change 1998, 38:345-357.
    • (1998) Climatic Change , vol.38 , pp. 345-357
    • Pinol, J.1    Terradas, J.2    Lloret, F.3
  • 42
    • 68149141570 scopus 로고    scopus 로고
    • The influence of weather and fuel type on the fuel composition of the area burned by forest fires in Ontario, 1996-2006
    • Podur J.J., Martell D.L. The influence of weather and fuel type on the fuel composition of the area burned by forest fires in Ontario, 1996-2006. Ecol Appl 2009, 19:1246-1252.
    • (2009) Ecol Appl , vol.19 , pp. 1246-1252
    • Podur, J.J.1    Martell, D.L.2
  • 43
    • 33645330972 scopus 로고    scopus 로고
    • Newer classification and regression tree techniques: bagging and random forests for ecological prediction
    • Prasad A.M., Iverson L.R., Liaw A. Newer classification and regression tree techniques: bagging and random forests for ecological prediction. Ecosystems 2006, 9:181-199.
    • (2006) Ecosystems , vol.9 , pp. 181-199
    • Prasad, A.M.1    Iverson, L.R.2    Liaw, A.3
  • 44
    • 58149277345 scopus 로고    scopus 로고
    • Will a drier climate result in more lightning?
    • Price C. Will a drier climate result in more lightning?. Atmos Res 2009, 91:479-484.
    • (2009) Atmos Res , vol.91 , pp. 479-484
    • Price, C.1
  • 45
    • 5344244656 scopus 로고    scopus 로고
    • [online], R Foundation for Statistical Computing, Vienna, Austria, R Development Core Team
    • R Development Core Team R: a language and environment for statistical computing 2008, [online], R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org.
    • (2008) R: a language and environment for statistical computing
  • 46
    • 45449111176 scopus 로고    scopus 로고
    • Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000. Glob Biogeochem Cycles
    • Ramankutty N, Evan AT, Monfreda C, Foley JA, Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000. Glob Biogeochem Cycles 2008;22(1).
    • (2008) , vol.22 , Issue.1
    • Ramankutty, N.1    Evan, A.T.2    Monfreda, C.3    Foley, J.A.4
  • 47
    • 33846250360 scopus 로고    scopus 로고
    • Spatial and temporal patterns of burned area at global scale between 1981-2000 using NOAA-NASA Pathfinder
    • Riaño D., Moreno Ruiz J.A., Isidoro D., Ustin S.L. Spatial and temporal patterns of burned area at global scale between 1981-2000 using NOAA-NASA Pathfinder. Glob Change Biol 2007, 13:40-50.
    • (2007) Glob Change Biol , vol.13 , pp. 40-50
    • Riaño, D.1    Moreno Ruiz, J.A.2    Isidoro, D.3    Ustin, S.L.4
  • 48
    • 0346269104 scopus 로고    scopus 로고
    • Environmental and human factors influencing fire trends in ENSO and non-ENSO years in tropical Mexico
    • Roman-Cuesta R.M., Gracia M., Retana J. Environmental and human factors influencing fire trends in ENSO and non-ENSO years in tropical Mexico. Ecol Appl 2003, 13:1177-1192.
    • (2003) Ecol Appl , vol.13 , pp. 1177-1192
    • Roman-Cuesta, R.M.1    Gracia, M.2    Retana, J.3
  • 49
  • 50
    • 0026291025 scopus 로고
    • Biological consequences of ecosystem fragmentation: a review
    • Saunders D.A., Hobbs R.J. Biological consequences of ecosystem fragmentation: a review. Conserv Biol 1991, 5:18-32.
    • (1991) Conserv Biol , vol.5 , pp. 18-32
    • Saunders, D.A.1    Hobbs, R.J.2
  • 51
    • 28244441012 scopus 로고    scopus 로고
    • Relationships among fire frequency, rainfall and vegetation patterns in the wet-dry tropics of northern Australia: an analysis based on NOAA-AVHRR data
    • Spessa A., McBeth B., Prentice C. Relationships among fire frequency, rainfall and vegetation patterns in the wet-dry tropics of northern Australia: an analysis based on NOAA-AVHRR data. Glob Ecol Biogeogr 2005, 14:439-454.
    • (2005) Glob Ecol Biogeogr , vol.14 , pp. 439-454
    • Spessa, A.1    McBeth, B.2    Prentice, C.3
  • 52
    • 0033830584 scopus 로고    scopus 로고
    • Combustion in tropical biomass fires: a critical review
    • Stott P. Combustion in tropical biomass fires: a critical review. Prog Phys Geogr 2000, 24:355-377.
    • (2000) Prog Phys Geogr , vol.24 , pp. 355-377
    • Stott, P.1
  • 53
    • 79959740151 scopus 로고    scopus 로고
    • Rpart: Recursive Partitioning. R package version 3.1-43, port by Ripley B
    • [online]
    • Therneau T.M., Atkinson B.R. rpart: Recursive Partitioning. R package version 3.1-43, port by Ripley B. Comprehensive R Archive Network 2009, [online]. http://cran.r-project.org/web/packages/rpart/index.html.
    • (2009) Comprehensive R Archive Network
    • Therneau, T.M.1    Atkinson, B.R.2
  • 56
    • 78650077213 scopus 로고    scopus 로고
    • Atmos. Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009)
    • van der Werf G.R., Randerson J.T., Giglio L., Collatz G.J., Mu M., Kasibhatla P.S., et al. Atmos. Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009). Chem Phys Discuss 2010, 10:16153-16230.
    • (2010) Chem Phys Discuss , vol.10 , pp. 16153-16230
    • van der Werf, G.R.1    Randerson, J.T.2    Giglio, L.3    Collatz, G.J.4    Mu, M.5    Kasibhatla, P.S.6
  • 57
    • 33747586378 scopus 로고    scopus 로고
    • Warming and earlier spring increase western US forest wildfire activity
    • Westerling A.L., Hidalgo H.G., Cayan D.R., Swetnam T.W. Warming and earlier spring increase western US forest wildfire activity. Science 2006, 313:940-943.
    • (2006) Science , vol.313 , pp. 940-943
    • Westerling, A.L.1    Hidalgo, H.G.2    Cayan, D.R.3    Swetnam, T.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.