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Article << Previous     |     Next >>   Contents Vol 23(4)

A quantitative study of the proximity of satellite detected active fires to roads and rivers in the Brazilian tropical moist forest biome

Sanath S. Kumar A D, David P. Roy A, Mark A. Cochrane A, Carlos M. Souza Jr B, Chirstopher P. Barber A and L. Boschetti C

A Geographic Information Science Center of Excellence, South Dakota State University, Brookings, SD 57007, USA.
B Instituto do Homem e Meio Ambiente da Amazônia–Imazon, Caixa Postal 5101, Ananindeua, Pará 67, 113-000, Brazil.
C Department of forest, rangeland and fire sciences, College of Natural Resources, University of Idaho, Moscow, ID 83844, USA.
D Corresponding author. Email: sanath.kumar@sdstate.edu

International Journal of Wildland Fire 23(4) 532-543 http://dx.doi.org/10.1071/WF13106
Submitted: 1 July 2013  Accepted: 4 February 2014   Published: 15 May 2014

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The Brazilian tropical moist forest biome (BTMFB) is experiencing high rates of deforestation and fire. Previous studies indicate that the majority of fires occur close to roads, however they did not consider the network of unofficial roads and navigable rivers, nor inter-state and inter-annual variability. We examine 8 years of Moderate Resolution Imaging Spectroradiometer (MODIS) active fire detections and the cumulative frequency distribution of the distance of each detection to the closest official road, unofficial road, and navigable river bank. Approximately 50 and 95% of all MODIS active fire detections occurred within 1 and 10 km respectively of a road or navigable river. Inter-state and inter-annual variations are discussed and linkages to expansion of the road network are suggested. Comparison of the distance distribution of the MODIS active fire detections and the distance distribution of a 0.5-km spaced geographic grid to the combined roads and navigable river network revealed significant differences for each state and for the BTMFB and indicate that the great majority of fires are anthropogenic. The results provide insights that may be useful for modelling the incidence of fire under future expansion of the Amazonian road network and increased river navigability.


Adeney JM, Christensen NL, Pimm SL (2009) Reserves protect against deforestation fires in the Amazon. PLoS ONE 4, e5014
CrossRef | PubMed |

Ahmed S, Souza C, Riberio J, Ewers R (2013) Temporal patterns of road network development in the Brazilian Amazon. Regional Environmental Change 13, 927–937.
CrossRef |

Alencar A, Nepstad D, Diaz MCV (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.
CrossRef |

Alencar AAC, Solórzano LA, Nepstad DC (2004) Modeling forest understory fires in an eastern Amazonian landscape. Ecological Applications 14, 139–149.
CrossRef |

Alves DS (2002) An analysis of geographic patterns of deforestation in the Brazilian Amazon in the period 1991–1996. In ‘Deforestation and land use in the Amazon’. (Eds CH Wood, R Porro) pp. 95–106. (University Press of Florida, Gainesville, FL)

Aragão LEOC, Shimabukuro YE (2010) The incidence of fire in Amazonian forests with implications for REDD. Science 328, 1275–1278.
CrossRef |

Araujo C, Bonjean CA, Combes J-L, Combes Motel P, Reis EJ (2009) Property rights and deforestation in the Brazilian Amazon. Ecological Economics 68, 2461–2468.
CrossRef |

Araujo C, Araujo Bonjean C, Combes J-L, Combes Motel P, Reis EJ (2010) Does land tenure insecurity drive deforestation in the Brazilian Amazon? Centre d’Etudes et de Recherches sur le Développement International (CERDI), Etudes et Documents, E 2010.13. Available at http://halshs.archives-ouvertes.fr/halshs-00553158/en/ [Verified 7 March 2014]

Arima EY, Walker RT, Sales M, Souza C, Perz SG (2008) The fragmentation of space in the Amazon basin: emergent road networks. Photogrammetric Engineering and Remote Sensing 74, 699–709.
CrossRef |

Asner GP, Knapp DE, Broadbent EN, Oliveira PJC, Keller M, Silva JN (2005) Selective logging in the Brazilian Amazon. Science 310, 480–482.
CrossRef | CAS | PubMed |

Barber CP, Cochrane MA, Souza C, Veríssimo A (2012) Dynamic performance assessment of protected areas. Biological Conservation 149, 6–14.
CrossRef |

Barreto P, Souza C Jr, Noguerón R, Anderson A, Salomão R (2006) Human pressure on the Brazilian Amazon forests. World Resources Institute Report number 9781569736050. (Belem, Brazil) Available at http://www.imazon.org.br/publications/books/human-pressure-on-the-brazilian-amazon-forests [Verified 7 March 2014]

Barros AC, Uhl C (1995) Logging along the Amazon River and estuary: patterns, problems and potential. Forest Ecology and Management 77, 87–105.
CrossRef |

Brandão AO, Souza C (2006) Mapping unofficial roads with Landsat images: a new tool to improve the monitoring of the Brazilian Amazon rainforest. International Journal of Remote Sensing 27, 177–189.
CrossRef |

Cardoso MF, Hurtt GC, Moore B, Nobre CA, Prins EM (2003) Projecting future fire activity in Amazonia. Global Change Biology 9, 656–669.
CrossRef |

Cheng D, Rogan J, Schneider L, Cochrane M (2013) Evaluating MODIS active fire products in subtropical Yucatán forest. Remote Sensing Letters 4, 455–464.
CrossRef |

Chomitz KM, Thomas TS (2001) Geographic patterns of land use and land intensity in the Brazilian Amazon. (The World Bank) Available at http://ideas.repec.org/p/wbk/wbrwps/2687.html [Verified 7 March 2014]

Cochrane MA (2003) Fire science for rainforests. Nature 421, 913–919.
CrossRef | CAS | PubMed |

Cochrane MA, Alencar A, Schulze MD, Souza CM, Nepstad DC, Lefebvre P, Davidson EA (1999) Positive feedbacks in the fire dynamic of closed canopy tropical forests. Science 284, 1832–1835.
CrossRef | CAS | PubMed |

Cochrane MA, Schulze MD (1999) Fire as a recurrent event in tropical forests of the Eastern Amazon: effects on forest structure, biomass, and species composition. Biotropica 31, 2–16.

Conover WJ (1971). ‘Practical Nonparametric Statistics.’ (Wiley: New York)

Cox DR, Stuart A (1955) Some quick sign tests for trend in location and dispersion. Biometrika 42, 80–95.

Crutzen PJ, Andreae MO (1990) Biomass burning in the tropics: impact on atmospheric chemistry and biogeochemical cycles. Science 250, 1669–1678.
CrossRef | CAS | PubMed |

Espinoza JC, Ronchail J, Guyot JL, Junquas C, Vauchel P, Lavado W, Drapeau G, Pombosa R (2011) Climate variability and extreme drought in the upper Solimões River (western Amazon Basin): understanding the exceptional 2010 drought. Geophysical Research Letters 38, L13406
CrossRef |

Fearnside P (2007) Brazil’s Cuiabá- Santarém (BR-163) highway: the environmental cost of paving a soybean corridor through the Amazon. Environmental Management 39, 601–614.
CrossRef | PubMed |

Fearnside PM (2005) Deforestation in Brazilian Amazonia: history, rates, and consequences. Conservation Biology 19, 680–688.
CrossRef |

Foley JA, Asner GP, Costa MH, Coe MT, DeFries R, Gibbs HK, Howard EA, Olson S, Patz J, Ramankutty N, Snyder P (2007) Amazonia revealed: forest degradation and loss of ecosystem goods and services in the Amazon Basin. Frontiers in Ecology and the Environment 5, 25–32.
CrossRef |

Giglio L (2007) Characterization of the tropical diurnal fire cycle using VIRS and MODIS observations. Remote Sensing of Environment 108, 407–421.
CrossRef |

Giglio L, Descloitres J, Justice CO, Kaufman YJ (2003) An enhanced contextual fire detection algorithm for MODIS. Remote Sensing of Environment 87, 273–282.
CrossRef |

Giglio L, Justice CO (2003) Effect of wavelength selection on characterization of fire size and temperature. International Journal of Remote Sensing 24, 3515–3520.
CrossRef |

IBAMA (2013) Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais Renováveis, Official road vector data. Available at http://siscom.ibama.gov.br/ [Verified 4 March 2013]

IBGE (2013) Instituto Brasileiro de Geografia e Estatística ‘População nos Censos Demográficos, segundo os municípios das capitais – 2000/2010. Available at http://www.censo2010.ibge.gov.br/sinopse/index.php?dados=6&uf=00 [Verified 4 March2013]

Kaimowitz D, Angelsen A (1998) ‘Economic models of tropical deforestation.’ (Center for International Forestry Research: Bogor, Indonesia)

Kirby K, Laurance W, Albernaz A, Schroth G, Fearnside P, Bergen S, Venticinque E, Dacosta C (2006) The future of deforestation in the Brazilian Amazon. Futures 38, 432–453.
CrossRef |

Kumar SS, Roy DP, Boschetti L, Kremens R (2011) Exploiting the power law distribution properties of satellite fire radiative power retrievals: a method to estimate fire radiative energy and biomass burned from sparse satellite observations. Journal of Geophysical Research 116, D19303
CrossRef |

LAADS (2013) Level 1 and atmosphere archive and distribution system. Available at http://ladsweb.nascom.nasa.gov/ [Verified 4 March 2013]

Laurance WF, Albernaz AKM, Schroth G, Fearnside PM, Bergen S, Venticinque EM, Da Costa C (2002) Predictors of deforestation in the Brazilian Amazon. Journal of Biogeography 29, 737–748.
CrossRef |

Laurance WF, Cochrane MA, Bergen S, Fearnside PM, Delamonica P, Barber C, D’Angelo S, Fernandes T (2001) The future of the Brazilian Amazon. Science 291, 438–439.
CrossRef | CAS | PubMed |

Lewis SL, Brando PM, Phillips OL, van der Heijden GMF, Nepstad D (2011) The 2010 Amazon drought. Science 331, 554
CrossRef | CAS | PubMed |

Lindenmayer DB, Hunter ML, Burton PJ, Gibbons P (2009) Effects of logging on fire regimes in moist forests. Conservation Letters 2, 271–277.
CrossRef |

Morton DC, Defries RS, Randerson JT, Giglio L, Schroeder W, Van Der Werf GR (2008) Agricultural intensification increases deforestation fire activity in Amazonia. Global Change Biology 14, 2262–2275.
CrossRef |

Nepstad D, Carvalho G, Cristina Barros A, Alencar A, Paulo Capobianco J, Bishop J, Moutinho P, Lefebvre P, Lopes Silva U, Prins E (2001) Road paving, fire regime feedbacks, and the future of Amazon forests. Forest Ecology and Management 154, 395–407.
CrossRef |

Nepstad D, Soares-Filho BS, Merry F, Lima A, Moutinho P, Carter J, Bowman M, Cattaneo A, Rodrigues H, Schwartzman S, McGrath DG, Stickler CM, Lubowski R, Piris-Cabezas P, Rivero S, Alencar A, Almeida O, Stella O (2009) The end of deforestation in the Brazilian Amazon. Science 326, 1350–1351.
CrossRef | CAS | PubMed |

Newman MEJ (2005) Power laws, Pareto distributions and Zipf’s law. Contemporary Physics 46, 323–351.
CrossRef |

Numata I, Mark AC, Carlos MS, Marcio HS (2011) Carbon emissions from deforestation and forest fragmentation in the Brazilian Amazon. Environmental Research Letters 6, 044003
CrossRef |

Olson DM, Dinerstein E, Wikramanayake ED, Burgess ND, Powell GVN, Underwood EC, D’Amico JA, Itoua I, Strand HE, Morrison JC, Loucks CJ, Allnutt TF, Ricketts TH, Kura Y, Lamoreux JF, Wettengel WW, Hedao P, Kassem KR (2001) Terrestrial ecoregions of the world: a new map of life on Earth. Bioscience 51, 933–938.
CrossRef |

Perz S, Brilhante S, Brown F, Caldas M, Ikeda S, Mendoza E, Overdevest C, Reis V, Reyes JF, Rojas D, Schmink M, Souza C, Walker R (2008) Road building, land use and climate change: prospects for environmental governance in the Amazon. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 363, 1889–1895.
CrossRef | PubMed |

Perz SG, Caldas MM, Arima E, Walker RJ (2007) Unofficial road building in the Amazon: socioeconomic and biophysical explanations. Development and Change 38, 529–551.
CrossRef |

PRODES (2013) Program for the estimation of deforestation in the Brazilian Amazon. Available at ‘http://www.obt.inpe.br/prodes/prodes_1988_2012.htm [Verified 4 March 2013]

Reid J, De Sousa WC (2005) Infrastructure and conservationp in Brazil; Infraestructura y políticas de conservación en Brasil. Conservation Biology 19, 740–746.
CrossRef |

Roy DP, Boschetti L, Justice CO, Ju J (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.
CrossRef |

Schroeder W, Prins E, Giglio L, Csiszar I, Schmidt C, Morisette J, Morton D (2008) Validation of GOES and MODIS active fire detection products using ASTER and ETM+ data. Remote Sensing of Environment 112, 2711–2726.
CrossRef |

Silvestrini RA, Soares-Filho BS, Nepstad D, Coe M, Rodrigues H, Assunção R (2011) Simulating fire regimes in the Amazon in response to climate change and deforestation. Ecological Applications 21, 1573–1590.
CrossRef | PubMed |

Snyder JP 1987. Map projections: a working manual. US Government Printing Office. USGS Professional paper 1395: 383. (Washington, DC)

Ten Hoeve JE, Remer LA, Correia AL, Jacobson MZ (2012) Recent shift from forest to savanna burning in the Amazon Basin observed by satellite. Environmental Research Letters 7, 024020
CrossRef |

Uhl C, Kauffman JB (1990) Deforestation, fire susceptibility, and potential tree responses to fire in the eastern Amazon. Ecology 71, 437–449.
CrossRef |

Veríssimo A, Júnior CS, Stone S, Uhl C (1998) Zoning of timber extraction in the Brazilian Amazon. Conservation Biology 12, 128–136.
CrossRef |

Wolfe RE, Roy DP, Vermote E (1998) MODIS land data storage, gridding, and compositing methodology: level 2 grid. IEEE Transactions on Geoscience and Remote Sensing 36, 1324–1338.
CrossRef |

Yang J, He HS, Shifley SR, Gustafson EJ (2007) Spatial patterns of modern period human-caused fire occurrence in the Missouri Ozark highlands. Forest Science 53, 1–15.

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