메뉴 건너뛰기




Volumn 122, Issue 2, 2017, Pages 340-353

Quantifying biomass consumption and carbon release from the California Rim fire by integrating airborne LiDAR and Landsat OLI data

Author keywords

biomass consumption; carbon emissions; data integration; Landsat OLI; lidar; megafires

Indexed keywords

ABOVEGROUND BIOMASS; AIRBORNE SURVEY; CARBON EMISSION; LANDSAT; LIDAR; NDVI; NUMERICAL MODEL; QUANTITATIVE ANALYSIS; SATELLITE DATA; SPECTRAL REFLECTANCE; SUPPORT VECTOR MACHINE;

EID: 85013421242     PISSN: 21698953     EISSN: 21698961     Source Type: Journal    
DOI: 10.1002/2015JG003315     Document Type: Article
Times cited : (44)

References (78)
  • 1
    • 0002013267 scopus 로고
    • Biomass burning: Its history, use and distribution and its impacts on environmental quality and global climate
    • in, edited by, J. S. Levine, MIT Press, Cambridge, Mas
    • Andreae, M. O. (1991), Biomass burning: Its history, use and distribution and its impacts on environmental quality and global climate, in Global Biomass Burning: Atmospheric, Climatic, and Biospheric Implications, edited by J. S. Levine, pp. 3–21, MIT Press, Cambridge, Mass.
    • (1991) Global Biomass Burning: Atmospheric, Climatic, and Biospheric Implications , pp. 3-21
    • Andreae, M.O.1
  • 3
    • 84874976806 scopus 로고    scopus 로고
    • Exploring the mega-fire reality: A ‘Forest Ecology and Management’ conference
    • Attiwill, P., and D. Binkley (2013), Exploring the mega-fire reality: A ‘Forest Ecology and Management’ conference, For. Ecol. Manage., 294, 1–3, doi:10.1016/j.foreco.2012.12.025.
    • (2013) For. Ecol. Manage. , vol.294 , pp. 1-3
    • Attiwill, P.1    Binkley, D.2
  • 4
    • 84902651349 scopus 로고    scopus 로고
    • Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance
    • Baig, M. H. A., L. Zhang, T. Shuai, and Q. Tong (2014), Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance, Rem. Sens. Lett., 5(5), 423–431, doi:10.1080/2150704x.2014.915434.
    • (2014) Rem. Sens. Lett. , vol.5 , Issue.5 , pp. 423-431
    • Baig, M.H.A.1    Zhang, L.2    Shuai, T.3    Tong, Q.4
  • 5
    • 84908374490 scopus 로고    scopus 로고
    • Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data
    • Bouvier, M., S. Durrieu, R. A. Fournier, and J. P. Renaud (2015), Generalizing predictive models of forest inventory attributes using an area-based approach with airborne LiDAR data, Remote Sens. Environ., 156, 322–334, doi:10.1016/j.rse.2014.10.004.
    • (2015) Remote Sens. Environ. , vol.156 , pp. 322-334
    • Bouvier, M.1    Durrieu, S.2    Fournier, R.A.3    Renaud, J.P.4
  • 6
    • 84954203107 scopus 로고    scopus 로고
    • Burned forest characterization at single-tree level with airborne laser scanning for assessing wildlife habitat
    • Casas, Á., M. García, R. B. Siegel, A. Koltunov, C. Ramírez, and S. Ustin (2016), Burned forest characterization at single-tree level with airborne laser scanning for assessing wildlife habitat, Remote Sens. Environ., 175, 231–241, doi:10.1016/j.rse.2015.12.044.
    • (2016) Remote Sens. Environ. , vol.175 , pp. 231-241
    • Casas, Á.1    García, M.2    Siegel, R.B.3    Koltunov, A.4    Ramírez, C.5    Ustin, S.6
  • 7
    • 15244360827 scopus 로고    scopus 로고
    • Effects of fire on properties of forest soils: A review
    • Certini, G. (2005), Effects of fire on properties of forest soils: A review, Oecologia, 1–10, doi:10.1007/s00442-00004-01788-00448.
    • (2005) Oecologia , pp. 1-10
    • Certini, G.1
  • 8
    • 84895396990 scopus 로고    scopus 로고
    • Satellite observation of biomass burning: Implications in global change research
    • in, edited by, E. Chuvieco, Springer, New Yor
    • Chuvieco, E. (2008), Satellite observation of biomass burning: Implications in global change research, in Earth Observation and Global Change, edited by E. Chuvieco, pp. 109–142, Springer, New York.
    • (2008) Earth Observation and Global Change , pp. 109-142
    • Chuvieco, E.1
  • 9
    • 0028792962 scopus 로고
    • Estimating the age and structure of forests in a multi-ownership landscape of western Oregon, U.S.A
    • Cohen, W. B., T. A. Spies, and M. Fiorella (1995), Estimating the age and structure of forests in a multi-ownership landscape of western Oregon, U.S.A., Int. J. Rem. Sens., 16(4), 721–746, doi:10.1080/01431169508954436.
    • (1995) Int. J. Rem. Sens. , vol.16 , Issue.4 , pp. 721-746
    • Cohen, W.B.1    Spies, T.A.2    Fiorella, M.3
  • 11
    • 77951254712 scopus 로고    scopus 로고
    • Mapping burn severity and burning efficiency in California using simulation models and Landsat imagery
    • De Santis, A., G. P. Asner, P. J. Vaughan, and D. E. Knapp (2010), Mapping burn severity and burning efficiency in California using simulation models and Landsat imagery, Remote Sens. Environ., 114(7), 1535–1545, doi:10.1016/j.rse.2010.02.008.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.7 , pp. 1535-1545
    • De Santis, A.1    Asner, G.P.2    Vaughan, P.J.3    Knapp, D.E.4
  • 12
    • 0036328045 scopus 로고    scopus 로고
    • Sensitivity of large-footprint LiDAR to canopy structure and biomass in a neotropical rainforest
    • Drake, J. B., R. O. Dubayah, R. G. Knox, D. B. Clark, and J. B. Blair (2002), Sensitivity of large-footprint LiDAR to canopy structure and biomass in a neotropical rainforest, Remote Sens. Environ., 81(2–3), 378–392.
    • (2002) Remote Sens. Environ. , vol.81 , Issue.2-3 , pp. 378-392
    • Drake, J.B.1    Dubayah, R.O.2    Knox, R.G.3    Clark, D.B.4    Blair, J.B.5
  • 13
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass image classification by support vector machines
    • Foody, G. M., and A. Mathur (2004), A relative evaluation of multiclass image classification by support vector machines, IEEE Trans. Geosci. Remote Sens., 42, 1325−1343.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , pp. 1325-1343
    • Foody, G.M.1    Mathur, A.2
  • 14
    • 0037986221 scopus 로고    scopus 로고
    • Predictive relations of tropical forest biomass from Landsat TM data and their transferability between regions
    • Foody, G. M., D. S. Boyd, and M. E. J. Cutler (2003), Predictive relations of tropical forest biomass from Landsat TM data and their transferability between regions, Remote Sens. Environ., 85(4), 463–474.
    • (2003) Remote Sens. Environ. , vol.85 , Issue.4 , pp. 463-474
    • Foody, G.M.1    Boyd, D.S.2    Cutler, M.E.J.3
  • 15
    • 84898649754 scopus 로고    scopus 로고
    • Characterization of aboveground biomass in an unmanaged boreal forest using Landsat temporal segmentation metrics
    • Frazier, R. J., N. C. Coops, M. A. Wulder, and R. Kennedy (2014), Characterization of aboveground biomass in an unmanaged boreal forest using Landsat temporal segmentation metrics, ISPRS J. Photogramm. Remote Sens., 92, 137–146, doi:10.1016/j.isprsjprs.2014.03.003.
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.92 , pp. 137-146
    • Frazier, R.J.1    Coops, N.C.2    Wulder, M.A.3    Kennedy, R.4
  • 16
    • 0347899395 scopus 로고    scopus 로고
    • Variability in the emission of carbon-based trace gases from wildfire in the Alaskan boreal forest
    • 815
    • French, N. H. F., E. S. Kasischke, and D. G. Williams (2003), Variability in the emission of carbon-based trace gases from wildfire in the Alaskan boreal forest, J. Geophys. Res., 108(D1), 8151, doi:10.1029/2001JD000480.
    • (2003) J. Geophys. Res. , vol.108 , Issue.D1
    • French, N.H.F.1    Kasischke, E.S.2    Williams, D.G.3
  • 17
    • 84912077080 scopus 로고    scopus 로고
    • Applications of airborne laser scanning in forest fuel assessment and fire prevention
    • in, edited by, M. Maltamo, E. Naesset, J. Vauhkonen, Springer, Dordrecht, Netherland
    • Gajardo, J., M. García, and D. Riaño (2014), Applications of airborne laser scanning in forest fuel assessment and fire prevention, in Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies, edited by M. Maltamo, E. Naesset, and J. Vauhkonen, Springer, Dordrecht, Netherlands.
    • (2014) Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies
    • Gajardo, J.1    García, M.2    Riaño, D.3
  • 18
    • 75449089680 scopus 로고    scopus 로고
    • Estimating biomass carbon stocks for a Mediterranean forest in Spain using height and intensity LiDAR data
    • García, M., D. Riaño, E. Chuvieco, and F. M. Danson (2010), Estimating biomass carbon stocks for a Mediterranean forest in Spain using height and intensity LiDAR data, Remote Sens. Environ., 114(4), 816–830.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.4 , pp. 816-830
    • García, M.1    Riaño, D.2    Chuvieco, E.3    Danson, F.M.4
  • 21
    • 33645083215 scopus 로고    scopus 로고
    • Modeling forest stand structure attributes using Landsat ETM+ data: Application to mapping of aboveground biomass and stand volume
    • Hall, R. J., R. S. Skakun, E. J. Arsenault, and B. S. Case (2006), Modeling forest stand structure attributes using Landsat ETM+ data: Application to mapping of aboveground biomass and stand volume, For. Ecol. Manage., 225(1–3), 378–390, doi:10.1016/j.foreco.2006.01.014.
    • (2006) For. Ecol. Manage. , vol.225 , Issue.1-3 , pp. 378-390
    • Hall, R.J.1    Skakun, R.S.2    Arsenault, E.J.3    Case, B.S.4
  • 22
    • 14744305458 scopus 로고    scopus 로고
    • Estimating stand structure using discrete-return LiDAR: An example from low density, fire prone ponderosa pine forests
    • Hall, S. A., I. C. Burke, D. O. Box, M. R. Kaufmann, and J. M. Stoker (2005), Estimating stand structure using discrete-return LiDAR: An example from low density, fire prone ponderosa pine forests, For. Ecol. Manage., 208(1-3), 189–209, doi:10.1016/j.foreco.2004.1012.1001.
    • (2005) For. Ecol. Manage. , vol.208 , Issue.1-3 , pp. 189-209
    • Hall, S.A.1    Burke, I.C.2    Box, D.O.3    Kaufmann, M.R.4    Stoker, J.M.5
  • 23
    • 0035242872 scopus 로고    scopus 로고
    • Forest structure classification in the North Columbia Mountains using the Landsat TM tasseled cap wetness component
    • Hansen, M. J., S. E. Franklin, C. Woudsma, and M. Peterson (2001), Forest structure classification in the North Columbia Mountains using the Landsat TM tasseled cap wetness component, Can. J. Rem. Sens., 27(1), 20–32, doi:10.1080/07038992.2001.10854916.
    • (2001) Can. J. Rem. Sens. , vol.27 , Issue.1 , pp. 20-32
    • Hansen, M.J.1    Franklin, S.E.2    Woudsma, C.3    Peterson, M.4
  • 24
    • 56949108157 scopus 로고    scopus 로고
    • Testing LiDAR models of fractional cover across multiple forest ecozones
    • Hopkinson, C., and L. Chasmer (2009), Testing LiDAR models of fractional cover across multiple forest ecozones, Remote Sens. Environ., 113(1), 275–288, doi:10.1016/j.rse.2008.09.012.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.1 , pp. 275-288
    • Hopkinson, C.1    Chasmer, L.2
  • 27
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A. R., K. Didan, T. Miura, E. P. Rodriguez, X. Gao, and I. G. Ferreira (2002), Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ., 83, 195–213.
    • (2002) Remote Sens. Environ. , vol.83 , pp. 195-213
    • Huete, A.R.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, I.G.6
  • 28
    • 0024856777 scopus 로고
    • Detection of changes in leaf water content using near- and middle-infrared reflectances
    • Hunt, R. E., and B. N. Rock (1989), Detection of changes in leaf water content using near- and middle-infrared reflectances, Remote Sens. Environ., 30, 43–54.
    • (1989) Remote Sens. Environ. , vol.30 , pp. 43-54
    • Hunt, R.E.1    Rock, B.N.2
  • 29
    • 21444459553 scopus 로고    scopus 로고
    • Mapping forest structure for wildlife habitat analysis using waveform LiDAR: Validation of montane ecosystems
    • Hyde, P., R. Dubayah, B. Peterson, J. B. Blair, M. Hofton, C. Hunsaker, R. Knox, and W. Walker (2005), Mapping forest structure for wildlife habitat analysis using waveform LiDAR: Validation of montane ecosystems, Remote Sens. Environ., 96(3-4), 427–437.
    • (2005) Remote Sens. Environ. , vol.96 , Issue.3-4 , pp. 427-437
    • Hyde, P.1    Dubayah, R.2    Peterson, B.3    Blair, J.B.4    Hofton, M.5    Hunsaker, C.6    Knox, R.7    Walker, W.8
  • 30
    • 0031458078 scopus 로고    scopus 로고
    • Empirical relationships between structural and spectral factors of Yellowstone Lodgepole Pine forests
    • Jakubauskas, M. E., and K. P. Price (1997), Empirical relationships between structural and spectral factors of Yellowstone Lodgepole Pine forests, Photogramm. Eng. Rem. Sens., 63(12), 1375–1381.
    • (1997) Photogramm. Eng. Rem. Sens. , vol.63 , Issue.12 , pp. 1375-1381
    • Jakubauskas, M.E.1    Price, K.P.2
  • 31
    • 84903476956 scopus 로고    scopus 로고
    • Assessing fire effects on forest spatial structure using a fusion of Landsat and airborne LiDAR data in Yosemite National Park
    • Kane, V. R., M. P. North, J. A. Lutz, D. J. Churchill, S. L. Roberts, D. F. Smith, R. J. McGaughey, J. T. Kane, and M. L. Brooks (2014), Assessing fire effects on forest spatial structure using a fusion of Landsat and airborne LiDAR data in Yosemite National Park, Remote Sens. Environ., 151, 89–101, doi:10.1016/j.rse.2013.07.041.
    • (2014) Remote Sens. Environ. , vol.151 , pp. 89-101
    • Kane, V.R.1    North, M.P.2    Lutz, J.A.3    Churchill, D.J.4    Roberts, S.L.5    Smith, D.F.6    McGaughey, R.J.7    Kane, J.T.8    Brooks, M.L.9
  • 33
    • 0017242348 scopus 로고
    • The tasseled cap—A graphic description of the spectral temporal development of agricultural crops as seen by Landsat
    • in, Purdue Univ., West Lafayette, Indian
    • Kauth, R. J., and G. S. Thomas (1976), The tasseled cap—A graphic description of the spectral temporal development of agricultural crops as seen by Landsat, in Proceding of the Symposium on Machine Processing of Remotely Sensed Data., pp. 47–51, Purdue Univ., West Lafayette, Indiana.
    • (1976) Proceding of the Symposium on Machine Processing of Remotely Sensed Data. , pp. 47-51
    • Kauth, R.J.1    Thomas, G.S.2
  • 34
    • 84904490457 scopus 로고    scopus 로고
    • Estimates of aboveground biomass from texture analysis of Landsat imagery
    • Kelsey, K., and J. Neff (2014), Estimates of aboveground biomass from texture analysis of Landsat imagery, Rem. Sens., 6(7), 6407.
    • (2014) Rem. Sens. , vol.6 , Issue.7 , pp. 6407
    • Kelsey, K.1    Neff, J.2
  • 36
    • 84860872096 scopus 로고    scopus 로고
    • Rep, Internal Rep. Fort Collins, CO U. S. Department of Agriculture, Forest Service, Forest Management Service Center, 58 p
    • Keyser, C. E., and G. E. Dixon (2012), Western Sierra Nevada (WS) Variant Overview. Forest Vegetation Simulator, Rep., Internal Rep. Fort Collins, CO: U. S. Department of Agriculture, Forest Service, Forest Management Service Center, 58 p.
    • (2012) Western Sierra Nevada (WS) Variant Overview. Forest Vegetation Simulator
    • Keyser, C.E.1    Dixon, G.E.2
  • 37
    • 0033394698 scopus 로고    scopus 로고
    • LiDAR remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests
    • Lefsky, M. A., W. B. Cohen, S. A. Acker, G. G. Parker, T. A. Spies, and D. Harding (1999a), LiDAR remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests, Remote Sens. Environ., 70(3), 339–361.
    • (1999) Remote Sens. Environ. , vol.70 , Issue.3 , pp. 339-361
    • Lefsky, M.A.1    Cohen, W.B.2    Acker, S.A.3    Parker, G.G.4    Spies, T.A.5    Harding, D.6
  • 38
    • 0032776183 scopus 로고    scopus 로고
    • Surface LiDAR remote sensing of basal area and biomass in deciduous forests of Eastern Maryland, USA
    • Lefsky, M. A., D. Harding, W. B. Cohen, G. Parker, and H. H. Shugart (1999b), Surface LiDAR remote sensing of basal area and biomass in deciduous forests of Eastern Maryland, USA, Remote Sens. Environ., 67(1), 83–98.
    • (1999) Remote Sens. Environ. , vol.67 , Issue.1 , pp. 83-98
    • Lefsky, M.A.1    Harding, D.2    Cohen, W.B.3    Parker, G.4    Shugart, H.H.5
  • 39
    • 84874990353 scopus 로고    scopus 로고
    • Future U.S. wildfire potential trends projected using a dynamically downscaled climate change scenario
    • Liu, Y., S. Goodrick, and J. Stanturf (2013), Future U.S. wildfire potential trends projected using a dynamically downscaled climate change scenario, For. Ecol. Manage., 294, 120–135.
    • (2013) For. Ecol. Manage. , vol.294 , pp. 120-135
    • Liu, Y.1    Goodrick, S.2    Stanturf, J.3
  • 40
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian amazon
    • Lu, D. (2005), Aboveground biomass estimation using Landsat TM data in the Brazilian amazon, Int. J. Rem. Sens., 26(12), 2509–2525.
    • (2005) Int. J. Rem. Sens. , vol.26 , Issue.12 , pp. 2509-2525
    • Lu, D.1
  • 41
    • 3543150133 scopus 로고    scopus 로고
    • Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin
    • Lu, D., P. Mausel, E. Brondizio, and E. Moran (2004), Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin, For. Ecol. Manage., 198, 149–167.
    • (2004) For. Ecol. Manage. , vol.198 , pp. 149-167
    • Lu, D.1    Mausel, P.2    Brondizio, E.3    Moran, E.4
  • 45
    • 33744998400 scopus 로고    scopus 로고
    • A model-based approach to estimating forest area
    • McRoberts, D. (2006), A model-based approach to estimating forest area, Remote Sens. Environ., 103, 56–66.
    • (2006) Remote Sens. Environ. , vol.103 , pp. 56-66
    • McRoberts, D.1
  • 47
    • 0033102470 scopus 로고    scopus 로고
    • Use of large-footprint scanning airborne LiDAR to estimate forest stand characteristics in the Western Cascades of Oregon
    • Means, J. E., S. A. Acker, D. J. Harding, J. B. Blair, M. A. Lefsky, W. B. Cohen, M. E. Harmon, and W. A. McKee (1999), Use of large-footprint scanning airborne LiDAR to estimate forest stand characteristics in the Western Cascades of Oregon, Remote Sens. Environ., 67(3), 298–308.
    • (1999) Remote Sens. Environ. , vol.67 , Issue.3 , pp. 298-308
    • Means, J.E.1    Acker, S.A.2    Harding, D.J.3    Blair, J.B.4    Lefsky, M.A.5    Cohen, W.B.6    Harmon, M.E.7    McKee, W.A.8
  • 48
    • 84992343904 scopus 로고    scopus 로고
    • A model-based approach for the recovery of forest attributes using Airborne Laser Scanning data
    • in, edited by, M. Maltamo, E. Naesset, J. Vauhkonen, Springer, Dordrecht, Netherland
    • Mehtätalo, L., J. Nyblom, and A. Virolainen (2014), A model-based approach for the recovery of forest attributes using Airborne Laser Scanning data, in Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies, edited by M. Maltamo, E. Naesset, and J. Vauhkonen, Springer, Dordrecht, Netherlands.
    • (2014) Forestry Applications of Airborne Laser Scanning. Concepts and Case Studies
    • Mehtätalo, L.1    Nyblom, J.2    Virolainen, A.3
  • 49
    • 34248393112 scopus 로고    scopus 로고
    • A linear mixed-effects model of biomass and volume of trees using Landsat ETM+ images
    • Meng, Q., C. J. Cieszewski, M. Madden, and B. Borders (2007), A linear mixed-effects model of biomass and volume of trees using Landsat ETM+ images, For. Ecol. Manage., 244(1–3), 93–101.
    • (2007) For. Ecol. Manage. , vol.244 , Issue.1-3 , pp. 93-101
    • Meng, Q.1    Cieszewski, C.J.2    Madden, M.3    Borders, B.4
  • 50
    • 84937935908 scopus 로고    scopus 로고
    • Calibration and validation of inmediate post-fire satellite-derived data to three severity metrics
    • Miller, J. D., and B. Quayle (2015), Calibration and validation of inmediate post-fire satellite-derived data to three severity metrics, Fire Ecol., 11(2), 12–30.
    • (2015) Fire Ecol. , vol.11 , Issue.2 , pp. 12-30
    • Miller, J.D.1    Quayle, B.2
  • 51
    • 33747330851 scopus 로고    scopus 로고
    • Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction
    • Morsdorf, F., B. Kotz, E. Meier, K. I. Itten, and B. Allgower (2006), Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction, Remote Sens. Environ., 104(1), 50–61.
    • (2006) Remote Sens. Environ. , vol.104 , Issue.1 , pp. 50-61
    • Morsdorf, F.1    Kotz, B.2    Meier, E.3    Itten, K.I.4    Allgower, B.5
  • 52
    • 78651439491 scopus 로고    scopus 로고
    • A pseudo-waveform technique to assess forest structure using discrete LiDAR data
    • Muss, J. D., D. J. Mladenoff, and P. A. Townsend (2011), A pseudo-waveform technique to assess forest structure using discrete LiDAR data, Remote Sens. Environ., 115(3), 824–835, doi:10.1016/j.rse.2010.11.008.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.3 , pp. 824-835
    • Muss, J.D.1    Mladenoff, D.J.2    Townsend, P.A.3
  • 53
    • 43949145887 scopus 로고    scopus 로고
    • Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser
    • Næsset, E., and T. Gobakken (2008), Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser, Remote Sens. Environ., 112(6), 3079–3090.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.6 , pp. 3079-3090
    • Næsset, E.1    Gobakken, T.2
  • 54
    • 84871777463 scopus 로고    scopus 로고
    • Comparison of precision of biomass estimates in regional field sample surveys and airborne LiDAR-assisted surveys in Hedmark County, Norway
    • Næsset, E., T. Gobakken, O. M. Bollandsås, T. G. Gregoire, R. Nelson, and G. Ståhl (2013), Comparison of precision of biomass estimates in regional field sample surveys and airborne LiDAR-assisted surveys in Hedmark County, Norway, Remote Sens. Environ., 130, 108–120, doi:10.1016/j.rse.2012.11.010.
    • (2013) Remote Sens. Environ. , vol.130 , pp. 108-120
    • Næsset, E.1    Gobakken, T.2    Bollandsås, O.M.3    Gregoire, T.G.4    Nelson, R.5    Ståhl, G.6
  • 55
    • 0033552059 scopus 로고    scopus 로고
    • Fire effects on belowground sustainability: A review and synthesis
    • Neary, D. G., C. C. Klopatek, L. F. DeBano, and P. F. Ffolliott (1999), Fire effects on belowground sustainability: A review and synthesis, For. Ecol. Manage., 122, 51–71.
    • (1999) For. Ecol. Manage. , vol.122 , pp. 51-71
    • Neary, D.G.1    Klopatek, C.C.2    DeBano, L.F.3    Ffolliott, P.F.4
  • 56
    • 77951102190 scopus 로고    scopus 로고
    • Relationship between LiDAR-derived forest canopy height and Landsat images
    • Pascual, C., A. García-Abril, W. B. Cohen, and S. Martín-Fernández (2010), Relationship between LiDAR-derived forest canopy height and Landsat images, Int. J. Rem. Sens., 31(5), 1261–1280, doi:10.1080/01431160903380656.
    • (2010) Int. J. Rem. Sens. , vol.31 , Issue.5 , pp. 1261-1280
    • Pascual, C.1    García-Abril, A.2    Cohen, W.B.3    Martín-Fernández, S.4
  • 57
    • 84906943678 scopus 로고    scopus 로고
    • Using Landsat-derived disturbance and recovery history and LiDAR to map forest biomass dynamics
    • Pflugmacher, D., W. B. Cohen, R. E. Kennedy, and Z. Yang (2014), Using Landsat-derived disturbance and recovery history and LiDAR to map forest biomass dynamics, Remote Sens. Environ., 151, 124–137, doi:10.1016/j.rse.2013.05.033.
    • (2014) Remote Sens. Environ. , vol.151 , pp. 124-137
    • Pflugmacher, D.1    Cohen, W.B.2    Kennedy, R.E.3    Yang, Z.4
  • 58
    • 0141885851 scopus 로고    scopus 로고
    • Measuring individual tree crown diameter with LiDAR and assessing its influence on estimating forest volume and biomass
    • Popescu, S. C., R. H. Wynne, and R. F. Nelson (2003), Measuring individual tree crown diameter with LiDAR and assessing its influence on estimating forest volume and biomass, Can. J. Rem. Sens., 29(5), 564–577.
    • (2003) Can. J. Rem. Sens. , vol.29 , Issue.5 , pp. 564-577
    • Popescu, S.C.1    Wynne, R.H.2    Nelson, R.F.3
  • 59
    • 76049083444 scopus 로고    scopus 로고
    • Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data: A comparison of empirical modeling approaches
    • Powell, S. L., W. B. Cohen, S. P. Healey, R. E. Kennedy, G. G. Moisen, K. B. Pierce, and J. L. Ohmann (2010), Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data: A comparison of empirical modeling approaches, Remote Sens. Environ., 114(5), 1053–1068, doi:10.1016/j.rse.2009.12.018.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.5 , pp. 1053-1068
    • Powell, S.L.1    Cohen, W.B.2    Healey, S.P.3    Kennedy, R.E.4    Moisen, G.G.5    Pierce, K.B.6    Ohmann, J.L.7
  • 61
    • 84874976585 scopus 로고    scopus 로고
    • Analysis of large fires in European Mediterranean landscapes: Lessons learned and perspectives
    • San-Miguel-Ayanz, J., J. M. Moreno, and A. Camia (2013), Analysis of large fires in European Mediterranean landscapes: Lessons learned and perspectives, For. Ecol. Manage., 294, 11–22, doi:10.1016/j.foreco.2012.10.050.
    • (2013) For. Ecol. Manage. , vol.294 , pp. 11-22
    • San-Miguel-Ayanz, J.1    Moreno, J.M.2    Camia, A.3
  • 62
    • 0019210295 scopus 로고
    • Estimates of gross and net fluxes of carbon between the biosphere and the atmosphere from biomass burning
    • Seiler, W., and P. J. Crutzen (1980), Estimates of gross and net fluxes of carbon between the biosphere and the atmosphere from biomass burning, Clim. Change, 2(3), 207–247, doi:10.1007/bf00137988.
    • (1980) Clim. Change , vol.2 , Issue.3 , pp. 207-247
    • Seiler, W.1    Crutzen, P.J.2
  • 63
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola, A. J., and B. Scholkopf (2004), A tutorial on support vector regression, Stat. Comput., 14(3), 199–222, doi:10.1023/B:STCO.0000035301.49549.88.
    • (2004) Stat. Comput. , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 64
    • 6844260521 scopus 로고    scopus 로고
    • Climate change and forest fire potential in Russian and Canadian Boreal Forests
    • Stocks, B. J., et al. (1998), Climate change and forest fire potential in Russian and Canadian Boreal Forests, Clim. Change, 38(1), 1–13, doi:10.1023/a:1005306001055.
    • (1998) Clim. Change , vol.38 , Issue.1 , pp. 1-13
    • Stocks, B.J.1
  • 65
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens, J. A. K., and J. Vandewalle (1999), Least squares support vector machine classifiers, Neural Process. Lett., 9, 293–300.
    • (1999) Neural Process. Lett. , vol.9 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 66
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker, C. J. (1979), Red and photographic infrared linear combinations for monitoring vegetation, Remote Sens. Environ., 8, 127–150.
    • (1979) Remote Sens. Environ. , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 70
    • 84919800367 scopus 로고    scopus 로고
    • Biomass burning fuel consumption rates: A field measurement database
    • van Leeuwen, T. T., et al. (2014), Biomass burning fuel consumption rates: A field measurement database, Biogeosciences, 11(24), 7305–7329, doi:10.5194/bg-11-7305-2014.
    • (2014) Biogeosciences , vol.11 , Issue.24 , pp. 7305-7329
    • van Leeuwen, T.T.1
  • 73
    • 85014939940 scopus 로고    scopus 로고
    • Rep, Forest Management Service Center 2150 Centre Ave, Bldg A Fort Collins, Colo
    • Wang, Y. F. (2014), National Biomass Estimator Library, Rep., Forest Management Service Center 2150 Centre Ave, Bldg A Fort Collins, Colo.
    • (2014) National Biomass Estimator Library
    • Wang, Y.F.1
  • 74
    • 84904048678 scopus 로고    scopus 로고
    • A systems engineering approach to estimating uncertainty in above-ground biomass (AGB) derived from remote-sensing data
    • Weisbin, C. R., W. Lincoln, and S. Saatchi (2014), A systems engineering approach to estimating uncertainty in above-ground biomass (AGB) derived from remote-sensing data, Syst. Eng., 17(3), 361–373.
    • (2014) Syst. Eng. , vol.17 , Issue.3 , pp. 361-373
    • Weisbin, C.R.1    Lincoln, W.2    Saatchi, S.3
  • 76
    • 67349153033 scopus 로고    scopus 로고
    • Characterizing boreal forest wildfire with multi-temporal Landsat and LiDAR data
    • Wulder, M. A., J. C. White, F. Alvarez, T. Han, J. Rogan, and B. Hawkes (2009), Characterizing boreal forest wildfire with multi-temporal Landsat and LiDAR data, Remote Sens. Environ., 113(7), 1540–1555, doi:10.1016/j.rse.2009.03.004.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.7 , pp. 1540-1555
    • Wulder, M.A.1    White, J.C.2    Alvarez, F.3    Han, T.4    Rogan, J.5    Hawkes, B.6
  • 77
    • 84983500234 scopus 로고    scopus 로고
    • Performance of non-parametric algorithms for spatial mapping of tropical forest structure
    • Xu, L., S. S. Saatchi, Y. Yang, Y. Yu, and L. White (2016), Performance of non-parametric algorithms for spatial mapping of tropical forest structure, Carbon Bal. Manag., 11(1), 18, doi:10.1186/s13021-016-0062-9.
    • (2016) Carbon Bal. Manag. , vol.11 , Issue.1 , pp. 18
    • Xu, L.1    Saatchi, S.S.2    Yang, Y.3    Yu, Y.4    White, L.5
  • 78
    • 79957608914 scopus 로고    scopus 로고
    • Characterizing forest canopy structure with LiDAR composite metrics and machine learning
    • Zhao, K., S. C. Popescu, X. Meng, and M. Agca (2011), Characterizing forest canopy structure with LiDAR composite metrics and machine learning, Remote Sens. Environ., 115(8), 1978–1996, doi:10.1016/j.rse.2011.04.001.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.8 , pp. 1978-1996
    • Zhao, K.1    Popescu, S.C.2    Meng, X.3    Agca, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.