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Volumn 24, Issue 6, 2014, Pages 1323-1340

Land cover change interacts with drought severity to change fire regimes in Western Amazonia

Author keywords

Amazonia; Bayesian statistical modeling; Burn scar mapping; Climate change; Fire occurrence and spread; INLA; Landscape configuration; MODIS; Oil palm plantations; Remote sensing by satellite; Tropical secondary forests; Vegetation regrowth

Indexed keywords

BURNING; DROUGHT; ENVIRONMENTAL CHANGE; FOREST COVER; FOREST FIRE; LAND COVER; MODIS; PLANTATION; REGROWTH; REMOTE SENSING; SATELLITE DATA; SPATIAL RESOLUTION; TREE; VEGETATION;

EID: 84907011551     PISSN: None     EISSN: 19395582     Source Type: Journal    
DOI: 10.1890/13-2101.1     Document Type: Article
Times cited : (33)

References (68)
  • 1
    • 80053964183 scopus 로고    scopus 로고
    • Temporal variability of forest fires in eastern amazonia
    • Alencar, A., G. P. Asner, D. Knapp, and D. Zarin. 2011) Temporal variability of forest fires in eastern Amazonia. Ecological Applications 21:2397-2412.
    • (2011) Ecological Applications , vol.21 , pp. 2397-2412
    • Alencar, A.1    Asner, G.P.2    Knapp, D.3    Zarin, D.4
  • 2
    • 77955976700 scopus 로고    scopus 로고
    • Forest understory fire in the brazilian amazon in enso and non-enso years: Area burned and committed carbon emissions
    • Alencar, A., D. Nepstad, and M. C. V. Diaz. 2006. Forest understory fire in the Brazilian Amazon in ENSO and non-ENSO years: area burned and committed carbon emissions. Earth Interactions 10:1-17.
    • (2006) Earth Interactions , vol.10 , pp. 1-17
    • Alencar, A.1    Nepstad, D.2    Diaz, M.C.V.3
  • 3
    • 4444231593 scopus 로고    scopus 로고
    • Modeling forest understory fires in an eastern amazonian landscape
    • Alencar, A. A. C., L. A. Solórzano, and D. C. Nepstad. 2004. Modeling forest understory fires in an Eastern Amazonian Landscape. Ecological Applications 14(Supplement):139-149.
    • (2004) Ecological Applications , vol.14 , pp. 139-149
    • Alencar, A.A.C.1    Solórzano, L.A.2    Nepstad, D.C.3
  • 5
    • 77953280680 scopus 로고    scopus 로고
    • The incidence of fire in amazonian forests with implications for redd
    • Aragaõ, L. E. O. C., and Y. E. Shimabukuro. 2010) The incidence of fire in Amazonian forests with implications for REDD. Science 328:1275-1278.
    • (2010) Science , vol.328 , pp. 1275-1278
    • Aragaõ, L.E.O.C.1    Shimabukuro, Y.E.2
  • 6
    • 84865712878 scopus 로고    scopus 로고
    • The critical importance of considering fire in redd programs
    • Barlow, J., et al. 2012. The critical importance of considering fire in REDD programs. Biological Conservation 154:1-8.
    • (2012) Biological Conservation , vol.154 , pp. 1-8
    • Barlow, J.1
  • 9
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. 2001) Random forests. Machine Learning 45:5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 12
    • 84875739913 scopus 로고    scopus 로고
    • Spatio-temporal modeling of particulate matter concentration through the spde approach
    • Cameletti, M., F. Lindgren, D. Simpson, and H. v. Rue. 2013). Spatio-temporal modeling of particulate matter concentration through the SPDE approach. AStA Advances in Statistical Analysis 97:109-131.
    • (2013) AStA Advances in Statistical Analysis , vol.97 , pp. 109-131
    • Cameletti, M.1    Lindgren, F.2    Simpson, D.3    Rue, H.V.4
  • 14
    • 59849117766 scopus 로고    scopus 로고
    • Climate change, human land use and future fires in the amazon
    • Cochrane, M. A., and C. P. Barber. 2009. Climate change, human land use and future fires in the Amazon. Global Change Biology 15:601-612.
    • (2009) Global Change Biology , vol.15 , pp. 601-612
    • Cochrane, M.A.1    Barber, C.P.2
  • 15
    • 0000791134 scopus 로고
    • An operational objective analysis system
    • Cressman, G. P. 1959. An operational objective analysis system. Monthly Weather Review 87:367-374.
    • (1959) Monthly Weather Review , vol.87 , pp. 367-374
    • Cressman, G.P.1
  • 16
    • 14644435176 scopus 로고    scopus 로고
    • Spatial patterns of fire occurrence in catalonia, ne, spain
    • Díaz-Delgado, R., F. Lloret, and X. Pons. 2004. Spatial patterns of fire occurrence in Catalonia, NE, Spain. Landscape Ecology 19:731-745.
    • (2004) Landscape Ecology , vol.19 , pp. 731-745
    • Díaz-Delgado, R.1    Lloret, F.2    Pons, X.3
  • 17
    • 74249107650 scopus 로고    scopus 로고
    • A bayesian belief network analysis of factors influencing wildfire occurrence in swaziland
    • Dlamini, W. M. 2010) A Bayesian belief network analysis of factors influencing wildfire occurrence in Swaziland. Environmental Modelling and Software 25:199-208.
    • (2010) Environmental Modelling and Software , vol.25 , pp. 199-208
    • Dlamini, W.M.1
  • 18
    • 84907012809 scopus 로고    scopus 로고
    • L3JRC
    • European Commission. 2012. Global VGT burnt area product 2000-2007 (L3JRC). http://bioval.jrc.ec.europa.eu/products/burnt-areas-L3JRC/download-l3jrc.php
    • (2012) Global VGT Burnt Area Product 2000-2007
  • 19
    • 79959453494 scopus 로고    scopus 로고
    • North tropical atlantic influence on western amazon fire season variability
    • Fernandes, K., et al. 2011) North Tropical Atlantic influence on western Amazon fire season variability. Geophysical Research Letters 38:L12701.
    • (2011) Geophysical Research Letters , vol.38 , pp. L12701
    • Fernandes, K.1
  • 20
    • 0003965815 scopus 로고    scopus 로고
    • Imperata grassland rehabilitation using agroforestry and assisted natural regeneration
    • Southeast Asian Regional Research Programme, Bogor, Indonesia
    • Friday, K. S., M. E. Drilling, and D. P. Garrity. 1999. Imperata grassland rehabilitation using agroforestry and assisted natural regeneration. International Centre for Research in Agroforestry (ICRAF), Southeast Asian Regional Research Programme, Bogor, Indonesia.
    • (1999) International Centre for Research in Agroforestry (ICRAF)
    • Friday, K.S.1    Drilling, M.E.2    Garrity, D.P.3
  • 21
    • 0033978408 scopus 로고    scopus 로고
    • Weedy fields and forests: Interactions between land use and the composition of plant communities in the peruvian amazon
    • Fujisaka, S., G. Escobar, and E. J. Veneklaas. 2000) Weedy fields and forests: interactions between land use and the composition of plant communities in the Peruvian Amazon. Agriculture, Ecosystems and Environment 78:175-186.
    • (2000) Agriculture, Ecosystems and Environment , vol.78 , pp. 175-186
    • Fujisaka, S.1    Escobar, G.2    Veneklaas, E.J.3
  • 22
    • 0032416775 scopus 로고    scopus 로고
    • Pasture or permanent crops after slash-and-burn cultivation? Land-use choice in three amazon colonies
    • Fujisaka, S., and D. White. 1998. Pasture or permanent crops after slash-and-burn cultivation? Land-use choice in three Amazon colonies. Agroforestry Systems 42:45-59.
    • (1998) Agroforestry Systems , vol.42 , pp. 45-59
    • Fujisaka, S.1    White, D.2
  • 24
    • 0033041698 scopus 로고    scopus 로고
    • An analysis of the growth of leaf area of oil palms in indonesia
    • Gerritsma, W., and F. X. Soebagyo. 1999. An analysis of the growth of leaf area of oil palms in Indonesia. Experimental Agriculture 35:293-308.
    • (1999) Experimental Agriculture , vol.35 , pp. 293-308
    • Gerritsma, W.1    Soebagyo, F.X.2
  • 28
    • 84870290299 scopus 로고    scopus 로고
    • Annual multiresolution detection of land cover conversion to oil palm in the peruvian amazon
    • Gutiérrez-Vélez, V. H., and R. DeFries. 2013. Annual multiresolution detection of land cover conversion to oil palm in the Peruvian Amazon. Remote Sensing of Environment 129:154-167.
    • (2013) Remote Sensing of Environment , vol.129 , pp. 154-167
    • Gutiérrez-Vélez, V.H.1    DeFries, R.2
  • 30
    • 0029667616 scopus 로고    scopus 로고
    • Classification trees: An alternative to traditional land cover classifiers
    • Hansen, M., R. Dubayah, and R. DeFries. 1996. Classification trees: an alternative to traditional land cover classifiers. International Journal of Remote Sensing 17:1075-1081.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1075-1081
    • Hansen, M.1    Dubayah, R.2    De Fries, R.3
  • 33
    • 77954230157 scopus 로고    scopus 로고
    • Modeling fire-driven deforestation potential in amazonia under current and projected climate conditions
    • Le Page, Y., G. R. van der Werf, D. C. Morton, and J. M. C. Pereira. 2010) Modeling fire-driven deforestation potential in Amazonia under current and projected climate conditions. Journal of Geophysical Research 115:G03012.
    • (2010) Journal of Geophysical Research , vol.115 , pp. G03012
    • Le Page, Y.1    Van Der Werf, G.R.2    Morton, D.C.3    Pereira, J.M.C.4
  • 34
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomforest
    • Liaw, A., and M. Wiener. 2002. Classification and Regression by randomForest. R News 2:18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 35
  • 37
    • 84907010072 scopus 로고    scopus 로고
    • (NASA Land Processes Distributed Active Archive Center) Sioux Falls, South Dakota, USA. USGS/Earth Resources Observation and Science Center (EROS).
    • LP-DAAC (NASA Land Processes Distributed Active Archive Center). 2001) MODIS vegetation indices MOD13Q1) Sioux Falls, South Dakota, USA. USGS/Earth Resources Observation and Science Center (EROS). http://reverb.echo.nasa. gov
    • (2001) MODIS Vegetation Indices MOD13Q1
    • LP-DAAC1
  • 39
    • 0003745709 scopus 로고
    • General Technical Report PNW-GTR-351, U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, Oregon, USA
    • McGarigal, K., and B. Marks. 1995. FRAGSTATS: spatial pattern analysis program for quantifying landscape structure. General Technical Report PNW-GTR-351, U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, Oregon, USA.
    • (1995) FRAGSTATS: Spatial Pattern Analysis Program for Quantifying Landscape Structure
    • McGarigal, K.1    Marks, B.2
  • 40
    • 0001895140 scopus 로고
    • The relationship of drought frequency and duration to time scales
    • American Meteorological Society, Boston, Massachusetts, USA
    • McKee, T. B., N. J. Doesken, and J. Kleist. 1993. The relationship of drought frequency and duration to time scales. Pages 179-183 in 84th Conference on Applied Climatology. American Meteorological Society, Boston, Massachusetts, USA.
    • (1993) 84th Conference on Applied Climatology , pp. 179-183
    • McKee, T.B.1    Doesken, N.J.2    Kleist, J.3
  • 41
    • 84864411194 scopus 로고    scopus 로고
    • Identifying a suitable combination of classification technique and bandwidth(s) for burned area mapping in tallgrass prairie with modis imagery
    • Mohler, R. L., and D. G. Goodin. 2012. Identifying a suitable combination of classification technique and bandwidth(s) for burned area mapping in tallgrass prairie with MODIS imagery. International Journal of Applied Earth Observation and Geoinformation 14:103-111.
    • (2012) International Journal of Applied Earth Observation and Geoinformation , vol.14 , pp. 103-111
    • Mohler, R.L.1    Goodin, D.G.2
  • 42
    • 77956885938 scopus 로고    scopus 로고
    • Sizedependent pattern of wildfire ignitions in portugal: When do ignitions turn into big fires?
    • Moreira, F., F. Catry, F. Rego, and F. Bacao. 2010) Sizedependent pattern of wildfire ignitions in Portugal: when do ignitions turn into big fires? Landscape Ecology 25:1405-1417.
    • (2010) Landscape Ecology , vol.25 , pp. 1405-1417
    • Moreira, F.1    Catry, F.2    Rego, F.3    Bacao, F.4
  • 43
    • 79960838873 scopus 로고    scopus 로고
    • Landscape-wildfire interactions in southern europe: Implications for landscape management
    • Moreira, F., et al. 2011) Landscape-wildfire interactions in southern Europe: implications for landscape management. Journal of Environmental Management 92:2389-2402.
    • (2011) Journal of Environmental Management , vol.92 , pp. 2389-2402
    • Moreira, F.1
  • 48
    • 58749113108 scopus 로고    scopus 로고
    • Urban forest and rural cities: Multi-sited households, consumption patterns, and forest resources in amazonia
    • Padoch, C., E. Brondizio, S. Costa, M. Pinedo-Vasquez, R. R. Sears, and A. Siqueira. 2008. Urban forest and rural cities: multi-sited households, consumption patterns, and forest resources in Amazonia. Ecology and Society 13(2):2.
    • (2008) Ecology and Society , vol.13 , Issue.2 , pp. 2
    • Padoch, C.1    Brondizio, E.2    Costa, S.3    Pinedo-Vasquez, M.4    Sears, R.R.5    Siqueira, A.6
  • 50
    • 84908418476 scopus 로고    scopus 로고
    • R version 2.15.2. R: A language and environment for statistical computing
    • Vienna, Austria.
    • R Development Core Team. 2013. R version 2.15.2. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.r-project.org/
    • (2013) R Foundation for Statistical Computing
  • 51
    • 48349146713 scopus 로고    scopus 로고
    • The collection 5 modis burned area product-global evaluation by comparison with the modis active fire product
    • Roy, D. P., L. Boschetti, C. O. Justice, and J. Ju. 2008. The collection 5 MODIS burned area product-Global evaluation by comparison with the MODIS active fire product. Remote Sensing of Environment 112:3690-3707.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3690-3707
    • Roy, D.P.1    Boschetti, L.2    Justice, C.O.3    Ju, J.4
  • 52
    • 62849120031 scopus 로고    scopus 로고
    • Approximate bayesian inference for latent gaussian models by using integrated nested laplace approximations
    • Rue, H., S. Martino, and N. Chopin. 2009. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society B 71:319-392.
    • (2009) Journal of the Royal Statistical Society B , vol.71 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 53
    • 84855782289 scopus 로고    scopus 로고
    • Pastoral wildfires in the mediterranean: Understanding their linkages to land cover patterns in managed landscapes
    • Ruiz-Mirazo, J., J. Martínez-Fernández, and C. Vega-García. 2012. Pastoral wildfires in the Mediterranean: understanding their linkages to land cover patterns in managed landscapes. Journal of Environmental Management 98:43-50.
    • (2012) Journal of Environmental Management , vol.98 , pp. 43-50
    • Ruiz-Mirazo, J.1    Martínez-Fernández, J.2    Vega-García, C.3
  • 54
    • 78049294866 scopus 로고    scopus 로고
    • Overview: Global fire regime conditions, threats, and opportunities for fire management in the tropics
    • in M. Cochrane, editor Springer, New York, New York, USA
    • Shlisky, A., A. A. C. Alencar, M. M. Nolasco, and L. M. Curran. 2009. Overview: Global fire regime conditions, threats, and opportunities for fire management in the tropics. Pages 65-83 in M. Cochrane, editor. Tropical fire ecology: climate change, land use, and ecosystem dynamics. Springer, New York, New York, USA.
    • (2009) Tropical Fire Ecology: Climate Change, Land Use, and Ecosystem Dynamics. , pp. 65-83
    • Shlisky, A.1    Alencar, A.A.C.2    Nolasco, M.M.3    Curran, L.M.4
  • 55
    • 34247334140 scopus 로고    scopus 로고
    • Total carbon stocks in a tropical forest landscape of the porce region, colombia
    • Sierra, C. A., et al. 2007. Total carbon stocks in a tropical forest landscape of the Porce region, Colombia. Forest Ecology and Management 243:299-309.
    • (2007) Forest Ecology and Management , vol.243 , pp. 299-309
    • Sierra, C.A.1
  • 56
    • 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
    • Siljander, M. 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.
    • (2009) International Journal of Applied Earth Observation and Geoinformation , vol.11 , pp. 380-393
    • Siljander, M.1
  • 58
    • 4744376047 scopus 로고    scopus 로고
    • Contributions of fire use study to land use/cover change frameworks: Understanding landscape change in agricultural frontiers
    • Sorrensen, C. 2004. Contributions of fire use study to land use/cover change frameworks: understanding landscape change in agricultural frontiers. Human Ecology 32:395-420.
    • (2004) Human Ecology , vol.32 , pp. 395-420
    • Sorrensen, C.1
  • 59
    • 60449088443 scopus 로고    scopus 로고
    • Potential hazards of land policy: Conservation, rural development and fire use in the brazilian amazon
    • Sorrensen, C. 2009. Potential hazards of land policy: Conservation, rural development and fire use in the Brazilian Amazon. Land Use Policy 26:782-791.
    • (2009) Land Use Policy , vol.26 , pp. 782-791
    • Sorrensen, C.1
  • 60
    • 0034653238 scopus 로고    scopus 로고
    • Linking smallholder land use and fire activity: Examining biomass burning in the brazilian lower amazon
    • Sorrensen, C. L. 2000) Linking smallholder land use and fire activity: examining biomass burning in the Brazilian Lower Amazon. Forest Ecology and Management 128:11-25.
    • (2000) Forest Ecology and Management , vol.128 , pp. 11-25
    • Sorrensen, C.L.1
  • 62
    • 84866173679 scopus 로고    scopus 로고
    • Observations of increased tropical rainfall preceded by air passage over forests
    • Spracklen, D. V., S. R. Arnold, and C. M. Taylor. 2012. Observations of increased tropical rainfall preceded by air passage over forests. Nature 489:282-285.
    • (2012) Nature , vol.489 , pp. 282-285
    • Spracklen, D.V.1    Arnold, S.R.2    Taylor, C.M.3
  • 63
    • 0025205458 scopus 로고
    • Deforestation, fire susceptibility, and potential tree responses to fire in the eastern amazon
    • Uhl, C., and J. B. Kauffman. 1990) Deforestation, fire susceptibility, and potential tree responses to fire in the eastern Amazon. Ecology 71:437-449.
    • (1990) Ecology , vol.71 , pp. 437-449
    • Uhl, C.1    Kauffman, J.B.2
  • 65
    • 84865786187 scopus 로고    scopus 로고
    • (U.S. Geological Survey Department of the Interior) USGS/Earth Resources and Science Center (EROS), Sioux Falls, South Dakota, USA.
    • USGS (U.S. Geological Survey Department of the Interior). 2011) Global visualization viewer. USGS/Earth Resources and Science Center (EROS), Sioux Falls, South Dakota, USA. http://glovis.usgs.gov/
    • (2011) Global Visualization Viewer
    • USGS1
  • 67
    • 33746903554 scopus 로고    scopus 로고
    • Applying local measures of spatial heterogeneity to landsat-tm images for predicting wildfire occurrence in mediterranean landscapes
    • Vega-García, C., and E. Chuvieco. 2006. Applying local measures of spatial heterogeneity to Landsat-TM images for predicting wildfire occurrence in Mediterranean landscapes. Landscape Ecology 21:595-605.
    • (2006) Landscape Ecology , vol.21 , pp. 595-605
    • Vega-García, C.1    Chuvieco, E.2
  • 68
    • 69249104517 scopus 로고    scopus 로고
    • Landscape structural features control fire size in a mediterranean forested area of central spain
    • Viedma, O., D. Angeler, and J. Moreno. 2009. Landscape structural features control fire size in a Mediterranean forested area of central Spain. International Journal of Wildland Fire 18:575-583.
    • (2009) International Journal of Wildland Fire , vol.18 , pp. 575-583
    • Viedma, O.1    Angeler, D.2    Moreno, J.3


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