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Volumn 50, Issue 10 PART2, 2012, Pages 3958-3969

Computational-geometry-based retrieval of effective leaf area index using terrestrial laser scanning

Author keywords

Canopy structure; extinction coefficient; gap fraction; leaf area index (LAI); light detection and ranging (LiDAR); terrestrial laser scanning (TLS); voxelization

Indexed keywords

CANOPY STRUCTURE; EXTINCTION COEFFICIENTS; GAP FRACTION; LEAF AREA INDEX; LIGHT DETECTION AND RANGING; TERRESTRIAL LASER SCANNING; VOXELIZATION;

EID: 84867034770     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2187907     Document Type: Article
Times cited : (76)

References (44)
  • 1
    • 17644374804 scopus 로고    scopus 로고
    • Modelling carbon and water cycles in a beech forest Part I: Model description and uncertainty analysis on modelled NEE
    • Jul.
    • E. Dufrene, H. Davi, C. Francois, G. le Maire, V. Le Dantec, and A. Granier, "Modelling carbon and water cycles in a beech forest Part I: Model description and uncertainty analysis on modelled NEE," Ecol. Model., vol. 185, no. 2-4, pp. 407-436, Jul. 2005.
    • (2005) Ecol. Model. , vol.185 , Issue.2-4 , pp. 407-436
    • Dufrene, E.1    Davi, H.2    Francois, C.3    Le Maire, G.4    Le Dantec, V.5    Granier, A.6
  • 2
    • 0028184503 scopus 로고
    • A coupled carbon-water-energy- vegetation model to assess responses of temperate forest ecosystems to changes in climate and atmospheric CO2. 1. Model concept
    • N. T. Nikolov and D. G. Fox, "A coupled carbon-water-energy- vegetation model to assess responses of temperate forest ecosystems to changes in climate and atmospheric CO2. 1. Model concept," Environ. Pollution, vol. 83, no. 1/2, pp. 251-262, 1994.
    • (1994) Environ. Pollution , vol.83 , Issue.1-2 , pp. 251-262
    • Nikolov, N.T.1    Fox, D.G.2
  • 3
    • 0031278035 scopus 로고    scopus 로고
    • A process-based boreal ecosystem productivity simulator using remote sensing inputs
    • Nov.
    • J. Liu, J. M. Chen, J. Cihlar, and W. M. Park, "A process-based boreal ecosystem productivity simulator using remote sensing inputs," Remote Sens. Environ., vol. 62, no. 2, pp. 158-175, Nov. 1997.
    • (1997) Remote Sens. Environ. , vol.62 , Issue.2 , pp. 158-175
    • Liu, J.1    Chen, J.M.2    Cihlar, J.3    Park, W.M.4
  • 4
    • 0031767897 scopus 로고    scopus 로고
    • Scale dependence of absorption of photosynthetically active radiation in terrestrial ecosystems
    • Nov.
    • G. P. Asner, C. A.Wessman, and S. Archer, "Scale dependence of absorption of photosynthetically active radiation in terrestrial ecosystems," Ecol. Appl., vol. 8, no. 4, pp. 1003-1021, Nov. 1998.
    • (1998) Ecol. Appl. , vol.8 , Issue.4 , pp. 1003-1021
    • Asner, G.P.1    Wessman, C.A.2    Archer, S.3
  • 5
    • 15944424331 scopus 로고    scopus 로고
    • Distributed hydrological model for mapping evapotranspiration using remote sensing inputs
    • Apr.
    • J.M. Chen, X. Y. Chen,W.M. Ju, and X. Geng, "Distributed hydrological model for mapping evapotranspiration using remote sensing inputs," J. Hydrol., vol. 305, no. 1-4, pp. 15-39, Apr. 2005.
    • (2005) J. Hydrol. , vol.305 , Issue.1-4 , pp. 15-39
    • Chen, J.M.1    Chen, X.Y.2    Ju, W.M.3    Geng, X.4
  • 6
  • 7
    • 34548430117 scopus 로고
    • A theoretical analysis of the frequency of gaps in plant stands
    • T. Nilson, "A theoretical analysis of the frequency of gaps in plant stands," Agric. Meteorol., vol. 8, pp. 25-38, 1971.
    • (1971) Agric. Meteorol. , vol.8 , pp. 25-38
    • Nilson, T.1
  • 8
    • 84857803447 scopus 로고    scopus 로고
    • Retrieving forest inventory variables with terrestrial laser scanning (TLS) in urban heterogeneous forest
    • L. M. Moskal and G. Zheng, "Retrieving forest inventory variables with terrestrial laser scanning (TLS) in urban heterogeneous forest," Remote Sens., vol. 4, no. 1, pp. 1-20, 2011.
    • (2011) Remote Sens. , vol.4 , Issue.1 , pp. 1-20
    • Moskal, L.M.1    Zheng, G.2
  • 9
    • 0029751225 scopus 로고    scopus 로고
    • Retrieving leaf area index of boreal conifer forests using Landsat TM images
    • Feb.
    • J. M. Chen and J. Cihlar, "Retrieving leaf area index of boreal conifer forests using Landsat TM images," Remote Sens. Environ., vol. 55, no. 2, pp. 153-162, Feb. 1996.
    • (1996) Remote Sens. Environ. , vol.55 , Issue.2 , pp. 153-162
    • Chen, J.M.1    Cihlar, J.2
  • 10
    • 23944457548 scopus 로고    scopus 로고
    • Global mapping of foliage clumping index using multi-angular satellite data
    • Sep.
    • J. M. Chen, C. H. Menges, and S. G. Leblanc, "Global mapping of foliage clumping index using multi-angular satellite data," Remote Sens. Environ., vol. 97, no. 4, pp. 447-457, Sep. 2005.
    • (2005) Remote Sens. Environ. , vol.97 , Issue.4 , pp. 447-457
    • Chen, J.M.1    Menges, C.H.2    Leblanc, S.G.3
  • 11
    • 85125870948 scopus 로고    scopus 로고
    • Retrieving leaf area index (LAI) using remote sensing: Theories, methods and sensors
    • Apr.
    • G. Zheng and L. M. Moskal, "Retrieving leaf area index (LAI) using remote sensing: Theories, methods and sensors," Sensors, vol. 9, no. 4, pp. 2719-2745, Apr. 2009.
    • (2009) Sensors , vol.9 , Issue.4 , pp. 2719-2745
    • Zheng, G.1    Moskal, L.M.2
  • 12
    • 84979312828 scopus 로고
    • Analysis of the spatial distribution of foliage by twodimensional point quadrats
    • Apr.
    • J. W. Wilson, "Analysis of the spatial distribution of foliage by twodimensional point quadrats," New Phytologist, vol. 58, no. 1, pp. 92-99, Apr. 1959.
    • (1959) New Phytologist , vol.58 , Issue.1 , pp. 92-99
    • Wilson, J.W.1
  • 13
    • 0026380713 scopus 로고
    • Measuring leaf area index of plant canopies with branch architecture
    • Dec.
    • J. M. Chen and T. A. Black, "Measuring leaf area index of plant canopies with branch architecture," Agric. Forest Meteorol., vol. 57, no. 1-3, pp. 1-12, Dec. 1991.
    • (1991) Agric. Forest Meteorol. , vol.57 , Issue.1-3 , pp. 1-12
    • Chen, J.M.1    Black, T.A.2
  • 14
    • 0029309561 scopus 로고
    • Quantifying the effect of canopy architecture on optical measurement of leaf area index using 2 gap size analysis methods
    • May
    • J. M. Chen and J. Cihlar, "Quantifying the effect of canopy architecture on optical measurement of leaf area index using 2 gap size analysis methods," IEEE Trans. Geosci. Remote Sens., vol. 33, no. 3, pp. 777-787, May 1995.
    • (1995) IEEE Trans. Geosci. Remote Sens. , vol.33 , Issue.3 , pp. 777-787
    • Chen, J.M.1    Cihlar, J.2
  • 15
    • 78650749060 scopus 로고    scopus 로고
    • Measuring tree stem diameters using intensity profiles from ground-based scanning lidar from a fixed viewpoint
    • Jan.
    • J. L. Lovell, D. L. B. Jupp, G. J. Newnham, and D. S. Culvenor, "Measuring tree stem diameters using intensity profiles from ground-based scanning lidar from a fixed viewpoint," ISPRS J. Photogramm. Remote Sens., vol. 66, no. 1, pp. 46-55, Jan. 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.1 , pp. 46-55
    • Lovell, J.L.1    Jupp, D.L.B.2    Newnham, G.J.3    Culvenor, D.S.4
  • 16
    • 33751290912 scopus 로고    scopus 로고
    • Estimating vegetation water content with hyperspectral data for different canopy scenarios: Relationships between AVIRIS and MODIS indexes
    • Y.-B. Cheng, P. J. Zarco-Tejada, D. Riaño, and C. Rueda, "Estimating vegetation water content with hyperspectral data for different canopy scenarios: Relationships between AVIRIS and MODIS indexes," Remote Sens. Environ., vol. 105, no. 4, pp. 354-366, 2006.
    • (2006) Remote Sens. Environ. , vol.105 , Issue.4 , pp. 354-366
    • Cheng, Y.-B.1    Zarco-Tejada, P.J.2    Riaño, D.3    Rueda, C.4
  • 17
    • 0033394698 scopus 로고    scopus 로고
    • Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests
    • Dec.
    • M. A. Lefsky, W. B. Cohen, S. A. Acker, G. G. Parker, T. A. Spies, and D. Harding, "Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests," Remote Sens. Environ., vol. 70, no. 3, pp. 339-361, Dec. 1999.
    • (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
  • 18
    • 1542396695 scopus 로고    scopus 로고
    • Lidar remote sensing of biophysical properties of tolerant northern hardwood forests
    • Oct.
    • K. Lim, P. Treitz, K. Baldwin, I. Morrison, and J. Green, "Lidar remote sensing of biophysical properties of tolerant northern hardwood forests," Can. J. Remote Sens., vol. 29, no. 5, pp. 658-678, Oct. 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 658-678
    • Lim, K.1    Treitz, P.2    Baldwin, K.3    Morrison, I.4    Green, J.5
  • 19
    • 3242735129 scopus 로고    scopus 로고
    • Estimation of leaf area index and covered ground from airborne laser scanner (lidar) in two contrasting forests
    • Aug.
    • D. Riano, F. Valladares, S. Condes, and E. Chuvieco, "Estimation of leaf area index and covered ground from airborne laser scanner (lidar) in two contrasting forests," Agric. Forest Meteorol., vol. 124, no. 3/4, pp. 269-275, Aug. 2004.
    • (2004) Agric. Forest Meteorol. , vol.124 , Issue.3-4 , pp. 269-275
    • Riano, D.1    Valladares, F.2    Condes, S.3    Chuvieco, E.4
  • 20
    • 67349109749 scopus 로고    scopus 로고
    • Lidar-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA
    • Aug.
    • K. G. Zhao and S. Popescu, "Lidar-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA," Remote Sens. Environ., vol. 113, no. 8, pp. 1628-1645, Aug. 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1628-1645
    • Zhao, K.G.1    Popescu, S.2
  • 21
    • 62849107967 scopus 로고    scopus 로고
    • Modeling approaches to estimate effective leaf area index from aerial discrete-return LIDAR
    • Jun.
    • J. J. Richardson, L. M. Moskal, and S. H. Kim, "Modeling approaches to estimate effective leaf area index from aerial discrete-return LIDAR," Agric. Forest Meteorol., vol. 149, no. 6/7, pp. 1152-1160, Jun. 2009.
    • (2009) Agric. Forest Meteorol. , vol.149 , Issue.6-7 , pp. 1152-1160
    • Richardson, J.J.1    Moskal, L.M.2    Kim, S.H.3
  • 22
    • 33744809591 scopus 로고    scopus 로고
    • Mapping standlevel forest biophysical variables for a mixedwood boreal forest using lidar: An examination of scanning density
    • Jan.
    • V. Thomas, P. Treitz, J. H. McCaughey, and I. Morrison, "Mapping standlevel forest biophysical variables for a mixedwood boreal forest using lidar: An examination of scanning density," Can. J. Forest Res., vol. 36, no. 1, pp. 34-47, Jan. 2006.
    • (2006) Can. J. Forest Res. , vol.36 , Issue.1 , pp. 34-47
    • Thomas, V.1    Treitz, P.2    McCaughey, J.H.3    Morrison, I.4
  • 23
    • 27744465802 scopus 로고    scopus 로고
    • Measurement of canopy geometry characteristics using LiDAR laser altimetry: A feasibility study
    • Oct.
    • C. J. Houldcroft, C. L. Campbell, and I. J. Davenport, "Measurement of canopy geometry characteristics using LiDAR laser altimetry: A feasibility study," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 10, pp. 2270-2282, Oct. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.10 , pp. 2270-2282
    • Houldcroft, C.J.1    Campbell, C.L.2    Davenport, I.J.3
  • 24
    • 33747330851 scopus 로고    scopus 로고
    • Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction
    • Sep.
    • F. Morsdorf, B. Kotz, E. Meier, K. Itten, and B. Allgower, "Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction," Remote Sens. Environ., vol. 104, no. 1, pp. 50-61, Sep. 2006.
    • (2006) Remote Sens. Environ. , vol.104 , Issue.1 , pp. 50-61
    • Morsdorf, F.1    Kotz, B.2    Meier, E.3    Itten, K.4    Allgower, B.5
  • 25
    • 61449101628 scopus 로고    scopus 로고
    • Volumetric visualization of multiple-return LiDAR data: Using voxels
    • Feb.
    • J. Stoker, "Volumetric visualization of multiple-return LiDAR data: Using voxels," Photogramm. Eng. Remote Sens., vol. 75, no. 2, pp. 109-112, Feb. 2009.
    • (2009) Photogramm. Eng. Remote Sens. , vol.75 , Issue.2 , pp. 109-112
    • Stoker, J.1
  • 26
    • 39749118753 scopus 로고    scopus 로고
    • A voxel-based lidar method for estimating crown base height for deciduous and pine trees
    • Mar.
    • S. C. Popescu and K. Zhao, "A voxel-based lidar method for estimating crown base height for deciduous and pine trees," Remote Sens. Environ., vol. 112, no. 3, pp. 767-781, Mar. 2008.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.3 , pp. 767-781
    • Popescu, S.C.1    Zhao, K.2
  • 27
    • 69849085973 scopus 로고    scopus 로고
    • 3D terrestrial LIDAR classifications with supervoxels and multi-scale conditional random fields
    • Oct.
    • E. H. Lim and D. Suter, "3D terrestrial LIDAR classifications with supervoxels and multi-scale conditional random fields," Comput.-Aided Des., vol. 41, no. 10, pp. 701-710, Oct. 2009.
    • (2009) Comput.-Aided Des. , vol.41 , Issue.10 , pp. 701-710
    • Lim, E.H.1    Suter, D.2
  • 28
    • 33845677568 scopus 로고    scopus 로고
    • Voxel-based 3-D modeling of individual trees for estimating leaf area density using high-resolution portable scanning lidar
    • Dec.
    • F. Hosoi and K. Omasa, "Voxel-based 3-D modeling of individual trees for estimating leaf area density using high-resolution portable scanning lidar," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 12, pp. 3610-3618, Dec. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.12 , pp. 3610-3618
    • Hosoi, F.1    Omasa, K.2
  • 29
    • 80054775368 scopus 로고    scopus 로고
    • A simple technique for co-registration of terrestrial LiDAR observations for forestry applications
    • May
    • T. Hilker, N. C. Coops, D. S. Culvenor, G. Newnham, M. A. Wulder, C. W. Bater, and A. Siggins, "A simple technique for co-registration of terrestrial LiDAR observations for forestry applications," Remote Sens. Lett., vol. 3, no. 3, pp. 239-247, May 2012.
    • (2012) Remote Sens. Lett. , vol.3 , Issue.3 , pp. 239-247
    • Hilker, T.1    Coops, N.C.2    Culvenor, D.S.3    Newnham, G.4    Wulder, M.A.5    Bater, C.W.6    Siggins, A.7
  • 31
    • 34748854853 scopus 로고    scopus 로고
    • Use of a groundbased scanning lidar for estimation of biophysical properties of western larch (Larix occidentalis)
    • Sep.
    • R. Clawges, L. Vierling, M. Calhoon, and M. Toomey, "Use of a groundbased scanning lidar for estimation of biophysical properties of western larch (Larix occidentalis)," Int. J. Remote Sens., vol. 28, no. 19, pp. 4331-4344, Sep. 2007.
    • (2007) Int. J. Remote Sens. , vol.28 , Issue.19 , pp. 4331-4344
    • Clawges, R.1    Vierling, L.2    Calhoon, M.3    Toomey, M.4
  • 33
    • 1542501547 scopus 로고    scopus 로고
    • Using airborne and ground-based ranging lidar to measure canopy structure in Australian forests
    • Oct.
    • J. L. Lovell, D. L. B. Jupp, D. S. 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, Oct. 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 607-622
    • Lovell, J.L.1    Jupp, D.L.B.2    Culvenor, D.S.3    Coops, N.C.4
  • 34
    • 39749084053 scopus 로고    scopus 로고
    • Estimating the plant area density of a Japanese larch (Larix kaempferi Sarg.) plantation using a ground-based laser scanner
    • Mar.
    • T. Takeda, H. Oguma, T. Sano, Y. Yone, and Y. Fujinuma, "Estimating the plant area density of a Japanese larch (Larix kaempferi Sarg.) plantation using a ground-based laser scanner," Agric. Forest Meteorol., vol. 148, no. 3, pp. 428-438, Mar. 2008.
    • (2008) Agric. Forest Meteorol. , vol.148 , Issue.3 , pp. 428-438
    • Takeda, T.1    Oguma, H.2    Sano, T.3    Yone, Y.4    Fujinuma, Y.5
  • 35
    • 35848948621 scopus 로고    scopus 로고
    • Factors contributing to accuracy in the estimation of the woody canopy leaf area density profile using 3D portable lidar imaging
    • Oct.
    • F. Hosoi and K. Omasa, "Factors contributing to accuracy in the estimation of the woody canopy leaf area density profile using 3D portable lidar imaging," J. Exp. Botany, vol. 58, no. 12, pp. 3463-3473, Oct. 2007.
    • (2007) J. Exp. Botany , vol.58 , Issue.12 , pp. 3463-3473
    • Hosoi, F.1    Omasa, K.2
  • 37
    • 84867077642 scopus 로고    scopus 로고
    • I. Leica Geosystems HDS, St. Gallen, Switzerland
    • I. Leica Geosystems HDS, HDS Scanning & Cyclone Traning Manual, St. Gallen, Switzerland, 2008.
    • (2008) HDS Scanning & Cyclone Traning Manual
  • 38
    • 0000332812 scopus 로고
    • Sunfleck theory for plant canopies: 1. Lengths of sunlit segments along a transect
    • E. E. Miller and J. M. Norman, "Sunfleck theory for plant canopies: 1. Lengths of sunlit segments along a transect," Agronomy J., vol. 63, no. 5, pp. 735-738, 1971.
    • (1971) Agronomy J. , vol.63 , Issue.5 , pp. 735-738
    • Miller, E.E.1    Norman, J.M.2
  • 40
    • 0030502295 scopus 로고    scopus 로고
    • Physical simulation of trees to study the effects of forest light environment, branch type and branch spacing on light interception and transmission
    • Dec.
    • D. W. Hilbert and C. Messier, "Physical simulation of trees to study the effects of forest light environment, branch type and branch spacing on light interception and transmission," Funct. Ecol., vol. 10, no. 6, pp. 777-783, Dec. 1996.
    • (1996) Funct. Ecol. , vol.10 , Issue.6 , pp. 777-783
    • Hilbert, D.W.1    Messier, C.2
  • 41
    • 84867077641 scopus 로고    scopus 로고
    • [Online]
    • CGAL, Computational Geometry Algorithms Library. [Online]. Available: http://www.cgal.org
  • 42
    • 33751532170 scopus 로고    scopus 로고
    • Rainfall partitioning in relation to forest structure in differently managed montane forest stands in Central Sulawesi, Indonesia
    • Dec.
    • J. Dietz, D. Holscher, C. Leuschner, and Hendrayanto, "Rainfall partitioning in relation to forest structure in differently managed montane forest stands in Central Sulawesi, Indonesia," Forest Ecol. Manage., vol. 237, no. 1-3, pp. 170-178, Dec. 2006.
    • (2006) Forest Ecol. Manage. , vol.237 , Issue.1-3 , pp. 170-178
    • Dietz, J.1    Holscher, D.2    Leuschner, C.3    Hendrayanto4
  • 43
    • 0033907071 scopus 로고    scopus 로고
    • Eight-year responses of light interception, effective leaf area index, and stemwood production in fertilized stands of interior Douglas-fir (Pseudotsuga menziesii var. glauca)
    • May
    • N. J. Balster and J. D. Marshall, "Eight-year responses of light interception, effective leaf area index, and stemwood production in fertilized stands of interior Douglas-fir (Pseudotsuga menziesii var. glauca)," Can. J. Forest Res., vol. 30, no. 5, pp. 733-743, May 2000.
    • (2000) Can. J. Forest Res. , vol.30 , Issue.5 , pp. 733-743
    • Balster, N.J.1    Marshall, J.D.2
  • 44
    • 0030618332 scopus 로고    scopus 로고
    • Modelling micro-habitat temperature for Dendroctonus ponderosae (Coleoptera: Scolytidae)
    • Jan.
    • P. V. Bolstad, B. J. Bentz, and J. A. Logan, "Modelling micro-habitat temperature for Dendroctonus ponderosae (Coleoptera: Scolytidae)," Ecol. Model., vol. 94, no. 2/3, pp. 287-297, Jan. 1997.
    • (1997) Ecol. Model. , vol.94 , Issue.2-3 , pp. 287-297
    • Bolstad, P.V.1    Bentz, B.J.2    Logan, J.A.3


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