메뉴 건너뛰기




Volumn 6, Issue 1, 2013, Pages 815-840

Burned area mapping in the North American boreal forest using terra-MODIS LTDR (2001-2011): A comparison with the MCD45A1, MCD64A1 and BA GEOLAND-2 products

Author keywords

Boreal forest; Burned area; GEOLAND; LTDR; MCD45A1; MCD64A1; MODIS; North America

Indexed keywords

ADVANCED VERY HIGH RESOLUTION RADIOMETERS (AVHRR); BAYESIAN NETWORKS; FORESTRY; IMAGE RECONSTRUCTION; MAPPING; REGRESSION ANALYSIS; SATELLITE IMAGERY; ALGORITHMS;

EID: 84893385668     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6010815     Document Type: Article
Times cited : (35)

References (61)
  • 4
    • 80053193644 scopus 로고    scopus 로고
    • Climate change feedbacks to microbial decomposition in boreal soils
    • Allison, S.D.; Treseder, K.K. Climate change feedbacks to microbial decomposition in boreal soils. Fung. Ecol. 2011, 4, 362-374.
    • (2011) Fung. Ecol , vol.4 , pp. 362-374
    • Allison, S.D.1    Treseder, K.K.2
  • 6
    • 67349132266 scopus 로고    scopus 로고
    • Remote sensing change detection tools for natural resource managers: Understanding concepts and tradeoffs in the design of landscape monitoring projects
    • Kennedy, R.E.; Townsend, P.A.; Gross, J.E.; Cohen, W.B.; Bolstad, P.; Wang, Y.Q.; Adams, P. Remote sensing change detection tools for natural resource managers: Understanding concepts and tradeoffs in the design of landscape monitoring projects. Remote Sens. Environ. 2009, 113, 1382-1396.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1382-1396
    • Kennedy, R.E.1    Townsend, P.A.2    Gross, J.E.3    Cohen, W.B.4    Bolstad, P.5    Wang, Y.Q.6    Adams, P.7
  • 8
    • 85043071870 scopus 로고    scopus 로고
    • MODIS Adaptive Processing System. Available online, accessed on 26 July
    • MODIS Adaptive Processing System. Available online: http://modis.gsfc.nasa.gov/data/ (accessed on 26 July 2013).
    • (2013)
  • 9
    • 85043058168 scopus 로고    scopus 로고
    • SPOT VEGETATION Program. Available online, accessed on 26 July
    • SPOT VEGETATION Program. Available online: http://www.vgt.vito.be/ (accessed on 26 July 2013).
    • (2013)
  • 10
    • 85043085727 scopus 로고    scopus 로고
    • Flemish Institute for Technological Research (VITO). VEGETATION Images. Available online, accessed on 26 July
    • Flemish Institute for Technological Research (VITO). VEGETATION Images. Available online: http://free.vgt.vito.be (accessed on 26 July 2013).
    • (2013)
  • 11
    • 33750700433 scopus 로고    scopus 로고
    • Calibration of NOAA16 AVHRR over a desert site using MODIS data
    • Vermote, E.F.; Saleous, N.Z. Calibration of NOAA16 AVHRR over a desert site using MODIS data. Remote Sens. Environ. 2006, 105, 214-220.
    • (2006) Remote Sens. Environ. , vol.105 , pp. 214-220
    • Vermote, E.F.1    Saleous, N.Z.2
  • 12
    • 58149124979 scopus 로고    scopus 로고
    • Generating a Long-Term Land Data Record from the AVHRR and MODIS Instruments
    • In Proceedings of the IEEE 2007 International Geoscience and Remote Sensing Symposium, Barcelona, Spain, 23-28 July 2007
    • Pedelty, J.; Devadiga, S.; Masuoka, E.; Brown, M.; Pinzon, J.; Tucker, C.; Roy, D.; Ju, J.; Vermote, E.; Prince, S.; et al. Generating a Long-Term Land Data Record from the AVHRR and MODIS Instruments. In Proceedings of the IEEE 2007 International Geoscience and Remote Sensing Symposium, Barcelona, Spain, 23-28 July 2007; pp. 1021-1025.
    • Pedelty, J.1    Devadiga, S.2    Masuoka, E.3    Brown, M.4    Pinzon, J.5    Tucker, C.6    Roy, D.7    Ju, J.8    Vermote, E.9    Prince, S.10
  • 13
    • 58149138846 scopus 로고    scopus 로고
    • Effects of atmospheric variation on AVHRR NDVI data
    • Nagol, J.R.; Vermote, E.F.; Prince, S.D. Effects of atmospheric variation on AVHRR NDVI data. Remote Sens. Environ. 2009, 113, 392-397.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 392-397
    • Nagol, J.R.1    Vermote, E.F.2    Prince, S.D.3
  • 14
    • 85043081493 scopus 로고    scopus 로고
    • Land Long Term Data Record. Available online: (accessed on 26 July 2013)
    • Land Long Term Data Record. Available online: http://ltdr.nascom.nasa.gov/cgi-bin/ltdr/ ltdrPage.cgi (accessed on 26 July 2013).
  • 17
    • 65549113406 scopus 로고    scopus 로고
    • Vulnerability of carbon storage in North American boreal forests to wildfires during the 21st century
    • Balshi, M.S.; McGuire, A.D.; Duffy, P.; Flannigan, M.; Kicklighter, D.W.; Melillo, J. Vulnerability of carbon storage in North American boreal forests to wildfires during the 21st century. Glob. Chang. Biol. 2009, 15, 1491-1510.
    • (2009) Glob. Chang. Biol. , vol.15 , pp. 1491-1510
    • Balshi, M.S.1    McGuire, A.D.2    Duffy, P.3    Flannigan, M.4    Kicklighter, D.W.5    Melillo, J.6
  • 19
    • 84855437448 scopus 로고    scopus 로고
    • Burned area mapping time series in Canada (1984-1999) from NOAA-AVHRR LTDR: A comparison with other remote sensing products and fire perimeters
    • Moreno Ruiz, J.A.; Riaño, D.; Arbelo, M.; French, N.H.F.; Ustin, S.L.; Whiting, M.L. Burned area mapping time series in Canada (1984-1999) from NOAA-AVHRR LTDR: A comparison with other remote sensing products and fire perimeters. Remote Sens. Environ. 2012, 117, 407-414.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 407-414
    • Moreno Ruiz, J.A.1    Riaño, D.2    Arbelo, M.3    French, N.H.F.4    Ustin, S.L.5    Whiting, M.L.6
  • 21
    • 41249092262 scopus 로고    scopus 로고
    • Generation of long time series of burn area maps of the boreal forest from NOAA-AVHRR composite data
    • Chuvieco, E.; Englefield, P.; Trishchenko, A.P.; Luo, Y. Generation of long time series of burn area maps of the boreal forest from NOAA-AVHRR composite data. Remote Sens. Environ. 2008, 112, 2381-2396.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 2381-2396
    • Chuvieco, E.1    Englefield, P.2    Trishchenko, A.P.3    Luo, Y.4
  • 22
    • 72049121939 scopus 로고    scopus 로고
    • Comparison of L3JRC and MODIS global burned area products from 2000 to 2007
    • doi:10.1029/2008JD011361
    • Chang, D.; Song, Y. Comparison of L3JRC and MODIS global burned area products from 2000 to 2007. J. Geophys. Res. D: Atmosph. 2009, 114, doi:10.1029/2008JD011361.
    • (2009) J. Geophys. Res. D: Atmosph , vol.114
    • Chang, D.1    Song, Y.2
  • 25
    • 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.; Boschetti, L.; Justice, C.O.; Ju, J. The collection 5 MODIS burned area product-global evaluation by comparison with the MODIS active fire product. Remote Sens. Environ. 2008, 112, 3690-3707.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3690-3707
    • Roy, D.P.1    Boschetti, L.2    Justice, C.O.3    Ju, J.4
  • 26
    • 22744440241 scopus 로고    scopus 로고
    • Prototyping a global algorithm for systematic fire-affected area mapping using MODIS time series data
    • Roy, D.P.; Jin, Y.; Lewis, P.E.; Justice, C.O. Prototyping a global algorithm for systematic fire-affected area mapping using MODIS time series data. Remote Sens. Environ. 2005, 97, 137-162.
    • (2005) Remote Sens. Environ. , vol.97 , pp. 137-162
    • Roy, D.P.1    Jin, Y.2    Lewis, P.E.3    Justice, C.O.4
  • 27
    • 58149193259 scopus 로고    scopus 로고
    • An active-fire based burned area mapping algorithm for the MODIS sensor
    • Giglio, L.; Loboda, T.; Roy, D.P.; Quayle, B.; Justice, C.O. An active-fire based burned area mapping algorithm for the MODIS sensor. Remote Sens. Environ. 2009, 113, 408-420.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 408-420
    • Giglio, L.1    Loboda, T.2    Roy, D.P.3    Quayle, B.4    Justice, C.O.5
  • 28
    • 85043041989 scopus 로고    scopus 로고
    • Available online:, accessed on 26 July
    • Alaska Fire Service. Available online: http://fire.ak.blm.gov/ (accessed on 26 July 2013).
    • (2013) Alaska Fire Service
  • 30
    • 0003110505 scopus 로고
    • The boreal forests: An overview
    • Kuusela, K. The boreal forests: An overview. Unasylva 1992, 170, 31-37.
    • (1992) Unasylva , vol.170 , pp. 31-37
    • Kuusela, K.1
  • 32
    • 84855400498 scopus 로고    scopus 로고
    • Fo1-6/2011E; Natural Resources Canada: Ottawa, ON, Canada
    • The State of Canada's Forests-Annual Report; Fo1-6/2011E; Natural Resources Canada: Ottawa, ON, Canada, 2011.
    • (2011) The State of Canada's Forests-Annual Report
  • 33
    • 34548232040 scopus 로고    scopus 로고
    • Forest fires in the boreal zone: Climate change and carbon implications
    • Team, F.U. Forest fires in the boreal zone: Climate change and carbon implications. Int. For. Fire News (IFFN) 2004, 31, 122-131.
    • (2004) Int. For. Fire News (IFFN) , vol.31 , pp. 122-131
    • Team, F.U.1
  • 34
    • 84893407383 scopus 로고    scopus 로고
    • High latitude cooling associated with landscape changes from North American boreal forest fires
    • Rogers, B.M.; Randerson, J.T.; Bonan, G.B. High latitude cooling associated with landscape changes from North American boreal forest fires. Biogeosci. Discuss. 2012, 9, 12087-12136.
    • (2012) Biogeosci. Discuss. , vol.9 , pp. 12087-12136
    • Rogers, B.M.1    Randerson, J.T.2    Bonan, G.B.3
  • 36
    • 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
    • doi:10.1029/2006GL025677
    • Kasischke, E.S.; 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. Geophys. Res. Lett. 2006, 33, doi:10.1029/2006GL025677.
    • (2006) Geophys. Res. Lett. , vol.33
    • Kasischke, E.S.1    Turetsky, M.R.2
  • 37
    • 0036094496 scopus 로고    scopus 로고
    • Dynamic interactions between forest structure and fire behavior in boreal ecosystems
    • Ryan, K.C. Dynamic interactions between forest structure and fire behavior in boreal ecosystems. Silva Fen. 2002, 36, 13-39.
    • (2002) Silva Fen. , vol.36 , pp. 13-39
    • Ryan, K.C.1
  • 38
    • 84926020667 scopus 로고    scopus 로고
    • US Department of Agriculture, Forest Service, Pacific Northwest Research Station: Portland, OR, USA
    • Cronan, J.; McKenzie, D.; Olson, D. Fire Regimes of the Alaskan Boreal Forest; US Department of Agriculture, Forest Service, Pacific Northwest Research Station: Portland, OR, USA, 2012.
    • (2012) Fire Regimes of the Alaskan Boreal Forest
    • Cronan, J.1    McKenzie, D.2    Olson, D.3
  • 39
    • 0028974560 scopus 로고
    • The relative importance of fuels and weather on fire behavior in subalpine forests in the Southern Canadian Rockies
    • Bessie, W.C.; Johnson, E.A. The relative importance of fuels and weather on fire behavior in subalpine forests in the Southern Canadian Rockies. Ecology 1995, 26, 747-762.
    • (1995) Ecology , vol.26 , pp. 747-762
    • Bessie, W.C.1    Johnson, E.A.2
  • 40
    • 0027427038 scopus 로고
    • Fire history in the southern boreal forest of Northwestern Quebec
    • Dansereau, P.R.; Bergeron, Y. Fire history in the southern boreal forest of Northwestern Quebec. Can. J. For. Res. 1993, 23, 25-32.
    • (1993) Can. J. For. Res. , vol.23 , pp. 25-32
    • Dansereau, P.R.1    Bergeron, Y.2
  • 41
    • 33846515214 scopus 로고    scopus 로고
    • Human impacts on the fire regime of interior Alaska: Interactions among fuels, ignition sources, and fire suppression
    • DeWilde, L.; Chapin, F.S., III. Human impacts on the fire regime of interior Alaska: Interactions among fuels, ignition sources, and fire suppression. Ecosystems 2006, 9, 1342-1353.
    • (2006) Ecosystems , vol.9 , pp. 1342-1353
    • DeWilde, L.1    Chapin, F.S.2
  • 42
    • 23044448453 scopus 로고    scopus 로고
    • Impacts of large-scale atmospheric-ocean variability on Alaskan fire season severity
    • Duffy, P.A.; Epting, J.; Graham, J.M.; Rupp, T.S.; McGuire, A.D. Impacts of large-scale atmospheric-ocean variability on Alaskan fire season severity. Ecol. Appl. 2005, 15, 1317-1330.
    • (2005) Ecol. Appl. , vol.15 , pp. 1317-1330
    • Duffy, P.A.1    Epting, J.2    Graham, J.M.3    Rupp, T.S.4    McGuire, A.D.5
  • 44
    • 0011032539 scopus 로고    scopus 로고
    • MODIS Fire Products: Algorithm Techinical Background Document
    • Available online, accessed on 26 July 2013
    • Justice, C.; Giglio, L.; Boschetti, L.; Roy, D.; Csiszar, I.; Morissete, J.; Kaufman, Y. MODIS Fire Products: Algorithm Techinical Background Document. Available online: http://modis.gsfc.nasa.gov/data/atbd/atbd_mod14.pdf (accessed on 26 July 2013).
    • Justice, C.1    Giglio, L.2    Boschetti, L.3    Roy, D.4    Csiszar, I.5    Morissete, J.6    Kaufman, Y.7
  • 45
    • 84979580641 scopus 로고    scopus 로고
    • MODIS Website
    • Available online, accessed on 26 July 2013
    • MODIS Website. Available online: http://modis-fire.umd.edu/BA_description.html (accessed on 26 July 2013).
  • 46
    • 85043063632 scopus 로고    scopus 로고
    • MCD64A1 Monthly Subset.Available online, accessed on 14 October
    • MCD64A1 Monthly Subset. Available online: ftp://fuoco.geog.umd.edu/db/MCD64A1/(accessed on 14 October 2013).
    • (2013)
  • 48
    • 84923269462 scopus 로고    scopus 로고
    • The GEOLAND2 Biopar Burned Area Product
    • In Proceedings of the EGU General Assembly Conference, Vienna, Austria, 22-27 April 2012
    • Tansey, K.; Bradley, A.; Smets, B.; van Best, C.; Lacaze, R. The GEOLAND2 Biopar Burned Area Product. In Proceedings of the EGU General Assembly Conference, Vienna, Austria, 22-27 April 2012; p. 4727.
    • Tansey, K.1    Bradley, A.2    Smets, B.3    van Best, C.4    Lacaze, R.5
  • 49
    • 84926018571 scopus 로고    scopus 로고
    • Product User Manual Burnt Area (BA) Version 1 from SPOT/VEGETATION Data, BP-RP-BP053
    • Available online, accessed on 26 July 2013
    • Smets, B.; van Best, C.; Tansey, K. Product User Manual Burnt Area (BA) Version 1 from SPOT/VEGETATION Data, BP-RP-BP053. Available online: http://web.vgt.vito.be/documents/BioPar/g2-BP-RP-BP053-ProductUserManual-BAV1.pdf (accessed on 26 July 2013).
    • Smets, B.1    van Best, C.2    Tansey, K.3
  • 50
    • 85043050511 scopus 로고    scopus 로고
    • Vegetation Extraction Software Tool
    • Available online, accessed on 26 July 2013
    • Vegetation Extraction Software Tool. Available online: http://www.vgt4africa.org/VGTExtract.do (accessed on 26 July 2013).
  • 51
    • 0019392790 scopus 로고
    • A method for satellite identification of surface temperature fields of subpixel resolution
    • Dozier, J. A method for satellite identification of surface temperature fields of subpixel resolution. Remote Sens. Environ. 1981, 11, 221-229.
    • (1981) Remote Sens. Environ. , vol.11 , pp. 221-229
    • Dozier, J.1
  • 52
    • 84876579878 scopus 로고    scopus 로고
    • WEKA Machine Learning Package
    • Available online, accessed on 26 July 2013
    • WEKA Machine Learning Package. Available online: http://www.cs.waikato.ac.nz/~ml/index.html (accessed on 26 July 2013).
  • 54
    • 0001185873 scopus 로고
    • An essay towards solving a problem in the doctrine of chances
    • Bayes, T. An essay towards solving a problem in the doctrine of chances. Philos. Trans. R. Soc. Lond. 1763, 53, 370-418.
    • (1763) Philos. Trans. R. Soc. Lond. , vol.53 , pp. 370-418
    • Bayes, T.1
  • 55
    • 63149148151 scopus 로고    scopus 로고
    • Southern Africa validation of the MODIS, L3JRC, and GLOBCARBON burned-area products
    • Roy, D.P.; Boschetti, L. Southern Africa validation of the MODIS, L3JRC, and GLOBCARBON burned-area products. IEEE Trans. Geosci. Remote Sens. 2009, 47, 1032-1044.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 1032-1044
    • Roy, D.P.1    Boschetti, L.2
  • 56
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37, 35-46.
    • (1991) Remote Sens. Environ. , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 57
    • 0031171685 scopus 로고    scopus 로고
    • Estimating standard errors of accuracy assessment statistics under cluster sampling
    • Stehman, S.V. Estimating standard errors of accuracy assessment statistics under cluster sampling. Remote Sens. Environ. 1997, 60, 258-269.
    • (1997) Remote Sens. Environ. , vol.60 , pp. 258-269
    • Stehman, S.V.1
  • 58
    • 30844437069 scopus 로고    scopus 로고
    • A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions
    • Pontius, R.G., Jr.; Cheuk, M.L. A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions. Int. J. Geogr. Inf. Sci. 2006, 20, 1-30.
    • (2006) Int. J. Geogr. Inf. Sci. , vol.20 , pp. 1-30
    • Pontius Jr., R.G.1    Cheuk, M.L.2
  • 59
    • 84876451977 scopus 로고    scopus 로고
    • Effect of spatial resolution on the accuracy of satellite based fire scar detection in the North-West of the Iberian Peninsula
    • García Lázaro, J.R.; Moreno Ruiz, J.A.; Arbelo, M. Effect of spatial resolution on the accuracy of satellite based fire scar detection in the North-West of the Iberian Peninsula. Int. J. Remote Sens. 2013, 34, 4736-4753.
    • (2013) Int. J. Remote Sens. , vol.34 , pp. 4736-4753
    • García Lázaro, J.R.1    Moreno Ruiz, J.A.2    Arbelo, M.3
  • 60
    • 2942754291 scopus 로고    scopus 로고
    • Analysis of the conflict between omission and commission in low spatial resolution dichotomic thematic products: The pareto boundary
    • Boschetti, L.; Flasse, S.P.; Brivio, P.A. Analysis of the conflict between omission and commission in low spatial resolution dichotomic thematic products: The pareto boundary. Remote Sens. Environ. 2004, 91, 280-292.
    • (2004) Remote Sens. Environ. , vol.91 , pp. 280-292
    • Boschetti, L.1    Flasse, S.P.2    Brivio, P.A.3
  • 61
    • 84926021533 scopus 로고    scopus 로고
    • Validation Report High Resolution VEGETATION Parameters; BP-RP-BP022
    • Available online, accessed on 26 July 2013
    • Camacho, F.; Torralba, I. Validation Report High Resolution VEGETATION Parameters; BP-RP-BP022; Available online: http://web.vgt.vito.be/documents/BioPar/g2-BP-RP-BP022-ValidationReport-HRProducts-I1.00.pdf (accessed on 26 July 2013).
    • Camacho, F.1    Torralba, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.