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Volumn 44, Issue 10, 2006, Pages 2736-2754

Enhanced simulation of radar backscatter from forests using LiDAR and optical data

Author keywords

Australia; Forestry; Light detection and ranging (LiDAR); Radar; Scattering; Simulation

Indexed keywords

AUSTRALIA; FIELD-BASED MEASUREMENTS; INFORMATION CONTENTS; L-BAND SYNTHETIC APERTURE RADARS; LIGHT DETECTION AND RANGING; MICROWAVE PENETRATION; OPTICAL REMOTE SENSING DATA; SIMULATION;

EID: 35048857460     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2006.881802     Document Type: Article
Times cited : (31)

References (69)
  • 2
    • 15344340626 scopus 로고    scopus 로고
    • Relating radar remote sensing of biomass to modeling of forest carbon budgets
    • Dec.
    • T. Le Toan, S. Quegan, I. Woodward, L. Mark, D. Nicolas, and P. Ghislain, "Relating radar remote sensing of biomass to modeling of forest carbon budgets," Clim. Change, vol. 67, no. 2/3, pp. 379-402, Dec. 2004.
    • (2004) Clim. Change , vol.67 , Issue.2-3 , pp. 379-402
    • Le Toan, T.1    Quegan, S.2    Woodward, I.3    Mark, L.4    Nicolas, D.5    Ghislain, P.6
  • 3
    • 0000715902 scopus 로고    scopus 로고
    • The potential of synthetic aperture radar (SAR) data for quantifying the above ground biomass of Australia's woodlands
    • R. M. Lucas, A. K. Milne, N. Cronin, C. Witte, and R. Denham, "The potential of synthetic aperture radar (SAR) data for quantifying the above ground biomass of Australia's woodlands," Rangeland J., vol. 22, no. 1, pp. 124-140, 2000.
    • (2000) Rangeland J. , vol.22 , Issue.1 , pp. 124-140
    • Lucas, R.M.1    Milne, A.K.2    Cronin, N.3    Witte, C.4    Denham, R.5
  • 4
    • 7044247418 scopus 로고    scopus 로고
    • Microwave scattering from mixed species woodlands, central Queensland, Australia
    • Oct.
    • R. M. Lucas, M. Moghaddam, and N. Cronin, "Microwave scattering from mixed species woodlands, central Queensland, Australia," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2142-2159, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2142-2159
    • Lucas, R.M.1    Moghaddam, M.2    Cronin, N.3
  • 5
    • 0024663388 scopus 로고
    • Modeling and observation of forest radar polarization signatures
    • S. L. Durden, H. A. Zebker, and J. J. van Zyl, "Modeling and observation of forest radar polarization signatures," IEEE Trans. Geosci. Remote Sens., vol. 27, no. 3, pp. 290-301, 1989.
    • (1989) IEEE Trans. Geosci. Remote Sens. , vol.27 , Issue.3 , pp. 290-301
    • Durden, S.L.1    Zebker, H.A.2    Van Zyl, J.J.3
  • 7
    • 27844515068 scopus 로고    scopus 로고
    • Radar backscattering model for multilayer mixed-species forests
    • Nov.
    • P. Liang, M. Moghaddam, L. E. Pierce, and R. M. Lucas, "Radar backscattering model for multilayer mixed-species forests," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 11, pp. 2612-2626, Nov. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.11 , pp. 2612-2626
    • Liang, P.1    Moghaddam, M.2    Pierce, L.E.3    Lucas, R.M.4
  • 8
    • 0036148790 scopus 로고    scopus 로고
    • Radiometric slope correction for forest biomass estimation from SAR data in the western Sayani Mountains, Siberia
    • G. Sun, K. J. Ranson, and V. I. Kharuk, "Radiometric slope correction for forest biomass estimation from SAR data in the western Sayani Mountains, Siberia," Remote Sens. Environ., vol. 79, no. 2/3, pp. 279-287, 2002.
    • (2002) Remote Sens. Environ. , vol.79 , Issue.2-3 , pp. 279-287
    • Sun, G.1    Ranson, K.J.2    Kharuk, V.I.3
  • 9
    • 1542606239 scopus 로고    scopus 로고
    • Combined high-density LiDAR and multispectral imagery for individual tree crown analysis
    • D. Leckie, F. Gougeon, D. Hill, R. Quinn, L. Armstrong, and R. Shreenan, "Combined high-density LiDAR and multispectral imagery for individual tree crown analysis," Can. J. Remote Sens., vol. 29, no. 5, pp. 633-649, 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 633-649
    • Leckie, D.1    Gougeon, F.2    Hill, D.3    Quinn, R.4    Armstrong, L.5    Shreenan, R.6
  • 10
    • 33644507450 scopus 로고    scopus 로고
    • Development and evaluation of an automated tree detection-delineation algorithm for monitoring regenerating coniferous forests
    • Oct.
    • D. A. Pouliot, D. J. King, and D. G. Pitt, "Development and evaluation of an automated tree detection-delineation algorithm for monitoring regenerating coniferous forests," Can. J. For. Res., vol. 35, no. 10, pp. 2332-2345, Oct. 2005.
    • (2005) Can. J. For. Res. , vol.35 , Issue.10 , pp. 2332-2345
    • Pouliot, D.A.1    King, D.J.2    Pitt, D.G.3
  • 11
    • 12344278385 scopus 로고    scopus 로고
    • Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry
    • Mar.
    • J. C. Suárez, C. Ontiveros, S. Smith, and S. Snape, "Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry," Comput. Geosci., vol. 31, no. 2, pp. 253-262, Mar. 2005.
    • (2005) Comput. Geosci. , vol.31 , Issue.2 , pp. 253-262
    • Suárez, J.C.1    Ontiveros, C.2    Smith, S.3    Snape, S.4
  • 12
    • 0037871520 scopus 로고    scopus 로고
    • Estimation of tree height and stem volume on plots using airborne laser scanning
    • Jun.
    • J. Holmgren, M. Nilsson, and H. Olsson, "Estimation of tree height and stem volume on plots using airborne laser scanning," For. Sci., vol. 49, no. 3, pp. 419-428, Jun. 2003.
    • (2003) For. Sci. , vol.49 , Issue.3 , pp. 419-428
    • Holmgren, J.1    Nilsson, M.2    Olsson, H.3
  • 13
    • 0033923602 scopus 로고    scopus 로고
    • Local maximum filtering for the extraction of tree locations and basal area from high spatial resolution imagery
    • M. Wulder, K. O. Niemann, and D. G. Goodenough, "Local maximum filtering for the extraction of tree locations and basal area from high spatial resolution imagery," Remote Sens. Environ., vol. 73, no. 1, pp. 103-114, 2000.
    • (2000) Remote Sens. Environ. , vol.73 , Issue.1 , pp. 103-114
    • Wulder, M.1    Niemann, K.O.2    Goodenough, D.G.3
  • 14
    • 3242735129 scopus 로고    scopus 로고
    • Estimation of leaf area index and covered ground from airborne laser scanner (LiDAR) in two contrasting forests
    • Aug.
    • D. Riaño, F. Valladares, S. Condés, and E. Chuvieco, "Estimation of leaf area index and covered ground from airborne laser scanner (LiDAR) in two contrasting forests," Agricult. For. Meteorol., vol. 124, no. 3/4, pp. 269-275, Aug. 2004.
    • (2004) Agricult. For. Meteorol. , vol.124 , Issue.3-4 , pp. 269-275
    • Riaño, D.1    Valladares, F.2    Condés, S.3    Chuvieco, E.4
  • 15
    • 1542606299 scopus 로고    scopus 로고
    • Three-dimensional mapping of light transmittance and foliage distribution using LiDAR
    • K. W. Todd, F. Csillag, and P. M. Atkinson, "Three-dimensional mapping of light transmittance and foliage distribution using LiDAR," Can. J. Remote Sens., vol. 29, no. 5, pp. 544-555, 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 544-555
    • Todd, K.W.1    Csillag, F.2    Atkinson, P.M.3
  • 16
    • 1842588326 scopus 로고    scopus 로고
    • Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions
    • M. Maltamo, K. Eerikainen, J. Pitkanen, J. Hyyppa, and M. Vehmas, "Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions," Remote Sens. Environ., vol. 90, no. 3, pp. 319-330, 2004.
    • (2004) Remote Sens. Environ. , vol.90 , Issue.3 , pp. 319-330
    • Maltamo, M.1    Eerikainen, K.2    Pitkanen, J.3    Hyyppa, J.4    Vehmas, M.5
  • 17
    • 16344380126 scopus 로고    scopus 로고
    • Combining LiDAR estimates of biomass and Landsat estimates of stand age for spatially extensive validation of modelled forest productivity
    • M. A. Lefsky, A. T. Hudak, M. Guzy, and W. B. Cohen, "Combining LiDAR estimates of biomass and Landsat estimates of stand age for spatially extensive validation of modelled forest productivity," Remote Sens. Environ., vol. 95, no. 4, pp. 549-558, 2005.
    • (2005) Remote Sens. Environ. , vol.95 , Issue.4 , pp. 549-558
    • Lefsky, M.A.1    Hudak, A.T.2    Guzy, M.3    Cohen, W.B.4
  • 18
    • 14744305458 scopus 로고    scopus 로고
    • Estimating stand structure using discrete-return LiDAR: An example from low density, fire prone ponderosa pine forests
    • Apr.
    • S. A. Hall, I. C. Burke, D. O. Box, M. R. Kaufmann, and J. M. Stoker, "Estimating stand structure using discrete-return LiDAR: An example from low density, fire prone ponderosa pine forests," For. Ecol. Manag., vol. 208, no. 1-3, pp. 189-209, Apr. 2005.
    • (2005) For. Ecol. Manag. , 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
  • 19
    • 0032776183 scopus 로고    scopus 로고
    • Surface LIDAR remote sensing of basal area and biomass in deciduous forests of easternMaryland, USA
    • Jan.
    • M. A. Lefsky, D. Harding, W. B. Cohen, and G. G. Parker, "Surface LIDAR remote sensing of basal area and biomass in deciduous forests of easternMaryland, USA," Remote Sens. Environ., vol. 67, no. 1, pp. 83-98, Jan. 1999.
    • (1999) Remote Sens. Environ. , vol.67 , Issue.1 , pp. 83-98
    • Lefsky, M.A.1    Harding, D.2    Cohen, W.B.3    Parker, G.G.4
  • 20
    • 11144345729 scopus 로고    scopus 로고
    • Estimation of above ground forest biomass from airborne discrete return laser scanner data using canopy-based quantile estimators
    • Dec.
    • K. S. Lim and P. M. Treitz, "Estimation of above ground forest biomass from airborne discrete return laser scanner data using canopy-based quantile estimators," Scand. J. For. Res., vol. 19, no. 6, pp. 558-570, Dec. 2004.
    • (2004) Scand. J. For. Res. , vol.19 , Issue.6 , pp. 558-570
    • Lim, K.S.1    Treitz, P.M.2
  • 21
    • 0031787612 scopus 로고    scopus 로고
    • Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators
    • S. Magnussen and P. Boudewyn, "Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators," Can. J. For. Res., vol. 28, no. 7, pp. 1016-1031, 1998.
    • (1998) Can. J. For. Res. , vol.28 , Issue.7 , pp. 1016-1031
    • Magnussen, S.1    Boudewyn, P.2
  • 22
    • 1542501547 scopus 로고    scopus 로고
    • Using airborne and ground-based ranging LiDAR to measure canopy structure in Australian forests
    • J. L. Lovell, D. L. B. Jupp, D. Culvenor, and N. C. Coops, "Using airborne and ground-based ranging LiDAR to measure canopy structure in Australian forests," Can. J. Remote Sens., vol. 29, no. 5, pp. 607-622, 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 607-622
    • Lovell, J.L.1    Jupp, D.L.B.2    Culvenor, D.3    Coops, N.C.4
  • 23
    • 32344441334 scopus 로고    scopus 로고
    • Quantifying Australian forest and woodland structure and biomass using large scale photography and small footprint LiDAR
    • P. K. Tickle, A. Lee, R. M. Lucas, J. Austin, and C. Witte, "Quantifying Australian forest and woodland structure and biomass using large scale photography and small footprint LiDAR," For. Ecol. Manag., vol. 223, no. 1-3, pp. 379-394, 2006.
    • (2006) For. Ecol. Manag. , vol.223 , Issue.1-3 , pp. 379-394
    • Tickle, P.K.1    Lee, A.2    Lucas, R.M.3    Austin, J.4    Witte, C.5
  • 24
    • 0035332402 scopus 로고    scopus 로고
    • A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners
    • May
    • J. Hyyppa, O. Kelle, M. Lehikoinen, and M. Inkinen, "A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 5, pp. 969-975, May 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , Issue.5 , pp. 969-975
    • Hyyppa, J.1    Kelle, O.2    Lehikoinen, M.3    Inkinen, M.4
  • 25
    • 1542396705 scopus 로고    scopus 로고
    • Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data
    • D. L. A. Gaveau and R. A. Hill, "Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data," Can. J. Remote Sens., vol. 29, no. 5, pp. 650-657, 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 650-657
    • Gaveau, D.L.A.1    Hill, R.A.2
  • 26
  • 27
    • 0036328045 scopus 로고    scopus 로고
    • Sensitivity of large-footprint LiDAR to canopy structure and biomass in a neotropical rainforest
    • J. B. Drake, R. O. Dubayah, R. G. Knox, D. B. Clark, and J. B. Blair, "Sensitivity of large-footprint LiDAR to canopy structure and biomass in a neotropical rainforest," Remote Sens. Environ., vol. 81, no. 2/3, pp. 378-392, 2002.
    • (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
  • 30
    • 0032754591 scopus 로고    scopus 로고
    • A Monte Carlo coherent scattering model for forest canopies using fractal generated trees
    • Jan.
    • Y.-C. Lin and K. Sarabandi, "A Monte Carlo coherent scattering model for forest canopies using fractal generated trees," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 1, pp. 440-451, Jan. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.1 , pp. 440-451
    • Lin, Y.-C.1    Sarabandi, K.2
  • 35
    • 0036630673 scopus 로고    scopus 로고
    • High-resolution InSAR image simulation for forest canopies
    • Jul.
    • C. Varenkamp and D. H. Hoekman, "High-resolution InSAR image simulation for forest canopies," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 7, pp. 1648-1655, Jul. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.7 , pp. 1648-1655
    • Varenkamp, C.1    Hoekman, D.H.2
  • 36
    • 1942436847 scopus 로고    scopus 로고
    • Target detection beneath foliage using polarimetric synthetic aperture radar interferometry
    • Apr.
    • S. R. Cloude, D. G. Corr, and M. L. Williams, "Target detection beneath foliage using polarimetric synthetic aperture radar interferometry, " Waves Random Media, vol. 14, no. 2, pp. S393-S414, Apr. 2004.
    • (2004) Waves Random Media , vol.14 , Issue.2
    • Cloude, S.R.1    Corr, D.G.2    Williams, M.L.3
  • 38
    • 0034491449 scopus 로고    scopus 로고
    • Allometric relationships and community biomass estimates for some dominant eucalyptus in central Queensland woodlands
    • W. H. Burrows, M. B. Hoffman, J. F. Compton, P. V. Back, and L. J. Tait, "Allometric relationships and community biomass estimates for some dominant eucalyptus in central Queensland woodlands," Aust. J. Bot., vol. 48, no. 6, pp. 707-714, 2000.
    • (2000) Aust. J. Bot. , vol.48 , Issue.6 , pp. 707-714
    • Burrows, W.H.1    Hoffman, M.B.2    Compton, J.F.3    Back, P.V.4    Tait, L.J.5
  • 39
    • 33644766733 scopus 로고    scopus 로고
    • The delineation of tree crowns within CASI data of Australian mixed species woodlands
    • P. Bunting and R. M. Lucas, "The delineation of tree crowns within CASI data of Australian mixed species woodlands," Remote Sens. Environ., vol. 101, no. 2, pp. 230-248, 2006.
    • (2006) Remote Sens. Environ. , vol.101 , Issue.2 , pp. 230-248
    • Bunting, P.1    Lucas, R.M.2
  • 42
    • 11144297060 scopus 로고    scopus 로고
    • Accuracy of airborne LiDAR-derived elevation: Empirical assessment and error budget
    • Mar.
    • M. E. Hodgson and P. Bresnahan, "Accuracy of airborne LiDAR-derived elevation: Empirical assessment and error budget," Photogramm. Eng. Remote Sens., vol. 70, no. 3, pp. 331-339, Mar. 2004.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , Issue.3 , pp. 331-339
    • Hodgson, M.E.1    Bresnahan, P.2
  • 43
    • 84887440121 scopus 로고    scopus 로고
    • Stand based tree trunk and canopy mapping using multi-layered LiDAR analyses in Australian woodlands
    • submitted for publication
    • A. C. Lee and R. M. Lucas, "Stand based tree trunk and canopy mapping using multi-layered LiDAR analyses in Australian woodlands," Remote Sens. Environ., 2006, submitted for publication.
    • (2006) Remote Sens. Environ.
    • Lee, A.C.1    Lucas, R.M.2
  • 44
    • 33746160242 scopus 로고    scopus 로고
    • Assessing the three-dimensional frequency distribution of airborne and ground based LiDAR data for red pine and mixed deciduous forest plots
    • L. Chasmer, C. Hopkinson, and P. Treitz, "Assessing the three-dimensional frequency distribution of airborne and ground based LiDAR data for red pine and mixed deciduous forest plots," Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci., vol. 36, no. 8/W2, pp. 66-69, 2004.
    • (2004) Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci. , vol.36 , Issue.8 W2 , pp. 66-69
    • Chasmer, L.1    Hopkinson, C.2    Treitz, P.3
  • 47
    • 12344295841 scopus 로고    scopus 로고
    • Automated tree recognition in old growth conifer stands with high resolution digital imagery
    • Feb.
    • D. G. Leckie, F. A. Gougeon, S. Tinis, T. Nelson, C. N. Burnet, and D. Paradine, "Automated tree recognition in old growth conifer stands with high resolution digital imagery," Remote Sens. Environ., vol. 94, no. 3, pp. 311-326, Feb. 2005.
    • (2005) Remote Sens. Environ. , vol.94 , Issue.3 , pp. 311-326
    • Leckie, D.G.1    Gougeon, F.A.2    Tinis, S.3    Nelson, T.4    Burnet, C.N.5    Paradine, D.6
  • 49
    • 84971054103 scopus 로고
    • Estimation of above ground biomass of trees and shrubs in Eucalyptus populnea (F. Muell.) woodland by regression of mass on trunk diameter and plant height
    • G. Harrington, "Estimation of above ground biomass of trees and shrubs in Eucalyptus populnea (F. Muell.) woodland by regression of mass on trunk diameter and plant height," Aust. J. Bot., vol. 27, no. 2, pp. 135-143, 1979.
    • (1979) Aust. J. Bot. , vol.27 , Issue.2 , pp. 135-143
    • Harrington, G.1
  • 50
    • 0025841255 scopus 로고
    • The least-squares mixing models to generate fraction images from remote sensing multispectral data
    • Jan.
    • Y. E. Shimabukuro and J. A. Smith, "The least-squares mixing models to generate fraction images from remote sensing multispectral data," IEEE Trans. Geosci. Remote Sens., vol. 29, no. 1, pp. 16-20, Jan. 1991.
    • (1991) IEEE Trans. Geosci. Remote Sens. , vol.29 , Issue.1 , pp. 16-20
    • Shimabukuro, Y.E.1    Smith, J.A.2
  • 51
    • 0032553721 scopus 로고    scopus 로고
    • Linear mixture model classification of burned forests in the eastern Amazon
    • Nov.
    • M. A. Cochrane and C. M. Souza, "Linear mixture model classification of burned forests in the eastern Amazon," Int. J. Remote Sens., vol. 19, no. 17, pp. 3433-3440, Nov. 1998.
    • (1998) Int. J. Remote Sens. , vol.19 , Issue.17 , pp. 3433-3440
    • Cochrane, M.A.1    Souza, C.M.2
  • 52
    • 33746167735 scopus 로고    scopus 로고
    • Quantifying vertical forest stand structure using small footprint LiDAR to assess potential stand dynamics
    • A. C. Lee, R. M. Lucas, and C. Brack, "Quantifying vertical forest stand structure using small footprint LiDAR to assess potential stand dynamics," Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci., vol. 36, no. 8/W2, pp. 213-217, 2004.
    • (2004) Int. Arch. Photogramm., Remote Sens. Spatial Inf. Sci. , vol.36 , Issue.8 W2 , pp. 213-217
    • Lee, A.C.1    Lucas, R.M.2    Brack, C.3
  • 53
    • 0042367771 scopus 로고    scopus 로고
    • Estimating tree component biomass using variable probability sampling methods
    • Jun.
    • N. Good, M. Paterson, C. Brack, and K. Mengersen, "Estimating tree component biomass using variable probability sampling methods," J. Agricult. Biol. Environ. Statist., vol. 6, no. 2, pp. 258-267, Jun. 2001.
    • (2001) J. Agricult. Biol. Environ. Statist. , vol.6 , Issue.2 , pp. 258-267
    • Good, N.1    Paterson, M.2    Brack, C.3    Mengersen, K.4
  • 54
    • 1942509304 scopus 로고    scopus 로고
    • Demonstration of reduced false alarm rates using simulated L-band polarimetric SAR imagery of concealed targets
    • M. L. Williams and N. Harris, "Demonstration of reduced false alarm rates using simulated L-band polarimetric SAR imagery of concealed targets," in Proc. IEEE Int. Conf. Radar, Adelaide, Australia, 2003, pp. 535-540.
    • Proc. IEEE Int. Conf. Radar, Adelaide, Australia, 2003 , pp. 535-540
    • Williams, M.L.1    Harris, N.2
  • 55
    • 0021786146 scopus 로고
    • Microwave dielectric behaviour of wet soil - Part II: Four-component dielectric mixing models
    • Jan.
    • M. C. Dobson, F. T. Ulaby, M. Hallikainen, and M. El-Rayes, "Microwave dielectric behaviour of wet soil - Part II: Four-component dielectric mixing models," IEEE Trans. Geosci. Remote Sens., vol. GRS-23, no. 1, pp. 35-46, Jan. 1985.
    • (1985) IEEE Trans. Geosci. Remote Sens. , vol.GRS-23 , Issue.1 , pp. 35-46
    • Dobson, M.C.1    Ulaby, F.T.2    Hallikainen, M.3    El-Rayes, M.4
  • 56
    • 0019478058 scopus 로고
    • Electromagnetic scattering from a sparse distribution of lossy dielectric scatterers
    • Jan.
    • R. H. Lang, "Electromagnetic scattering from a sparse distribution of lossy dielectric scatterers," Radio Sci., vol. 16, no. 1, pp. 15-30, Jan. 1981.
    • (1981) Radio Sci. , vol.16 , Issue.1 , pp. 15-30
    • Lang, R.H.1
  • 57
    • 0020596092 scopus 로고
    • Electromagnetic scattering from a layer of vegetation: A discrete approach
    • Jan.
    • R. H. Lang and J. S. Sidhu, "Electromagnetic scattering from a layer of vegetation: A discrete approach," IEEE Trans. Geosci. Remote Sens., vol. GRE-21, no. 1, pp. 62-71, Jan. 1983.
    • (1983) IEEE Trans. Geosci. Remote Sens. , vol.GRE-21 , Issue.1 , pp. 62-71
    • Lang, R.H.1    Sidhu, J.S.2
  • 61
    • 0003002459 scopus 로고
    • Wave propagation in random media
    • A. T. Bharrucha-Reid, Ed. New York: Academic
    • U. Frisch, "Wave propagation in random media," in Probabilistic Methods in Applied Mathematics, vol. 1, A. T. Bharrucha-Reid, Ed. New York: Academic, 1968.
    • (1968) Probabilistic Methods in Applied Mathematics , vol.1
    • Frisch, U.1
  • 62
    • 0023419884 scopus 로고
    • Microwave dielectric spectrum of vegetation - Part II: Dual-dispersion model
    • Sep.
    • F. T. Ulaby and M. A. El-Rayes, "Microwave dielectric spectrum of vegetation - Part II: Dual-dispersion model," IEEE Trans. Geosci. Remote Sens., vol. GRE-25, no. 5, pp. 550-557, Sep. 1987.
    • (1987) IEEE Trans. Geosci. Remote Sens. , vol.GRE-25 , Issue.5 , pp. 550-557
    • Ulaby, F.T.1    El-Rayes, M.A.2
  • 64
    • 0020781436 scopus 로고
    • Electromagnetic scattering from a layer of finite, randomly oriented, dielectric, circular cylinders over a rough interface with application to vegetation
    • M. A. Karam and A. K. Fung, "Electromagnetic scattering from a layer of finite, randomly oriented, dielectric, circular cylinders over a rough interface with application to vegetation," Radio Sci., vol. 18, no. 7, pp. 557-563, 1983.
    • (1983) Radio Sci. , vol.18 , Issue.7 , pp. 557-563
    • Karam, M.A.1    Fung, A.K.2
  • 66
    • 0028098366 scopus 로고
    • A microwave backscattering and emission model for grass canopies
    • Jan.
    • S. S. Saatchi, D. M. LeVine, and R. H. Lang, "A microwave backscattering and emission model for grass canopies," IEEE Trans. Geosci. Remote Sens., vol. 32, no. 1, pp. 177-186, Jan. 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , Issue.1 , pp. 177-186
    • Saatchi, S.S.1    LeVine, D.M.2    Lang, R.H.3
  • 67
    • 0031125140 scopus 로고    scopus 로고
    • Modeling microwave backscatter from discrete random media using a multiple scattering series: Convergence issues
    • M. L. Williams and S. Quegan, "Modeling microwave backscatter from discrete random media using a multiple scattering series: Convergence issues," Waves Random Media, vol. 7, no. 2, pp. 213-227, 1996.
    • (1996) Waves Random Media , vol.7 , Issue.2 , pp. 213-227
    • Williams, M.L.1    Quegan, S.2
  • 69
    • 1942436854 scopus 로고    scopus 로고
    • Scattering from a layer of discrete random medium over a random interface: Application to microwave backscattering from forests
    • Apr.
    • R. H. Lang, "Scattering from a layer of discrete random medium over a random interface: Application to microwave backscattering from forests," Waves Random Media, vol. 14, no. 2, pp. S359-S391, Apr. 2004.
    • (2004) Waves Random Media , vol.14 , Issue.2
    • Lang, R.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.