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Volumn 5, Issue 5, 2013, Pages 2164-2183

Visualizing and quantifying vineyard canopy LAI using an unmanned aerial vehicle (UAV) collected high density structure from motion point cloud

Author keywords

Bundle adjustment; LAI; Point cloud; SfM; Structure from motion; UAV; Vegetation; Vineyard

Indexed keywords

BUNDLE ADJUSTMENTS; LAI; POINT CLOUD; SFM; STRUCTURE FROM MOTION; VINEYARD;

EID: 84880358324     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs5052164     Document Type: Article
Times cited : (211)

References (44)
  • 1
    • 34047209853 scopus 로고    scopus 로고
    • Precision Viticulture: A New Era in Vineyard Management and Wine Production
    • Winetitles: Ashford, SA, Australia
    • Proffitt, T.; Bramley, R.G.V.; Lamb, D.W.; Winter, E. Precision Viticulture: A New Era in Vineyard Management and Wine Production; Winetitles: Ashford, SA, Australia, 2006.
    • (2006)
    • Proffitt, T.1    Bramley, R.G.V.2    Lamb, D.W.3    Winter, E.4
  • 2
    • 84905859483 scopus 로고    scopus 로고
    • Crop Production Science in Horticulture 16: Grapes
    • CABI: Cambridge, UK
    • Creasy, G.L.; Creasy, L.L. Crop Production Science in Horticulture 16: Grapes; CABI: Cambridge, UK, 2009.
    • (2009)
    • Creasy, G.L.1    Creasy, L.L.2
  • 3
    • 0041324974 scopus 로고    scopus 로고
    • Characterising and mapping vineyard canopy using high-spatial-resolution aerial multispectral images
    • Hall, A.; Louis, J.; Lamb, D.W. Characterising and mapping vineyard canopy using high-spatial-resolution aerial multispectral images. Comput. Geosci. 2003, 23, 813-822.
    • (2003) Comput. Geosci. , vol.23 , pp. 813-822
    • Hall, A.1    Louis, J.2    Lamb, D.W.3
  • 4
    • 79251616693 scopus 로고    scopus 로고
    • Within-season temporal variation in correlations between vineyard canopy and winegrape composition and yield
    • Hall, A.; Lamb, D.W.; Holzapfel, B.P.; Louis, J.P. Within-season temporal variation in correlations between vineyard canopy and winegrape composition and yield. Prec. Agr. 2011, 12, 103-117.
    • (2011) Prec. Agr. , vol.12 , pp. 103-117
    • Hall, A.1    Lamb, D.W.2    Holzapfel, B.P.3    Louis, J.P.4
  • 5
    • 33947114665 scopus 로고    scopus 로고
    • Collection of Ultra High Spatial Resolution Image Data over California Vineyards with a Small UAV
    • In Proceedings of the 30th International Symposium on Remote Sensing Environment, Honolulu, HI, USA, 10-14 November
    • Johnson, L.F.; Herwitz, S.; Dunagan, S.; Lobitz, B.; Sullivan, D.; Slye, R. Collection of Ultra High Spatial Resolution Image Data over California Vineyards with a Small UAV. In Proceedings of the 30th International Symposium on Remote Sensing Environment, Honolulu, HI, USA, 10-14 November 2003.
    • (2003)
    • Johnson, L.F.1    Herwitz, S.2    Dunagan, S.3    Lobitz, B.4    Sullivan, D.5    Slye, R.6
  • 7
    • 0002872223 scopus 로고
    • Monitoring Vegetation Systems in the Great Plains with ERTS
    • In Proceedings of the 3rd Earth Resource Technology Satellite (ERTS) Symposium, Washington, DC, USA, 10-14 December
    • Rouse, J.W.; Haas, R.H.; Deering, D.W.; Schell, J.A.; Harlan, J.C. Monitoring Vegetation Systems in the Great Plains with ERTS. In Proceedings of the 3rd Earth Resource Technology Satellite (ERTS) Symposium, Washington, DC, USA, 10-14 December 1973.
    • (1973)
    • Rouse, J.W.1    Haas, R.H.2    Deering, D.W.3    Schell, J.A.4    Harlan, J.C.5
  • 8
    • 0041709649 scopus 로고    scopus 로고
    • Temporal stability of an NDVI-LAI relationship in a Napa Valley vineyard
    • Johnson, L.F. Temporal stability of an NDVI-LAI relationship in a Napa Valley vineyard. Aust. J. Grape Wine Res. 2003, 9, 96-101.
    • (2003) Aust. J. Grape Wine Res. , vol.9 , pp. 96-101
    • Johnson, L.F.1
  • 10
    • 78049270340 scopus 로고    scopus 로고
    • 3D volumetric modeling of grapevine biomass using tripod LiDAR
    • Keightley, K.E.; Bawden G.W. 3D volumetric modeling of grapevine biomass using tripod LiDAR. Comput. Electron. Agr. 2010, 74, 305-312.
    • (2010) Comput. Electron. Agr. , vol.74 , pp. 305-312
    • Keightley, K.E.1    Bawden, G.W.2
  • 11
    • 79952099298 scopus 로고    scopus 로고
    • Ultrasonic and LIDAR sensors for electronic canopy characterization in vineyards: advances to improve pesticide application methods
    • Llorens, J.; Gil, E.; Llop, J.; Escola, A. Ultrasonic and LIDAR sensors for electronic canopy characterization in vineyards: advances to improve pesticide application methods. Sensors 2011, 11, 2177-2194.
    • (2011) Sensors , vol.11 , pp. 2177-2194
    • Llorens, J.1    Gil, E.2    Llop, J.3    Escola, A.4
  • 12
    • 79959816718 scopus 로고    scopus 로고
    • Georeferenced LiDAR 3D vine plantation map generation
    • Llorens, J.; Gil, E.; Llop, J.; Queralto, M. Georeferenced LiDAR 3D vine plantation map generation. Sensors 2011, 11, 6237-6256.
    • (2011) Sensors , vol.11 , pp. 6237-6256
    • Llorens, J.1    Gil, E.2    Llop, J.3    Queralto, M.4
  • 14
    • 79960839400 scopus 로고    scopus 로고
    • 3D-laser scanning: a non-destructive method for studying above-ground biomass and growth of juvenile trees
    • Seidel, D.; Beyer, F.; Hertel, D.; Fleck, S.; Leuschner, C. 3D-laser scanning: a non-destructive method for studying above-ground biomass and growth of juvenile trees. Agr. For. Meteorol. 2011, 151, 1305-1311.
    • (2011) Agr. For. Meteorol. , vol.151 , pp. 1305-1311
    • Seidel, D.1    Beyer, F.2    Hertel, D.3    Fleck, S.4    Leuschner, C.5
  • 15
    • 84858010846 scopus 로고    scopus 로고
    • An airborne LiDAR-based methodology for vineyard parcel detection and delineation
    • Mathews, A.J.; Jensen, J.L.R. An airborne LiDAR-based methodology for vineyard parcel detection and delineation. Int. J. Remote Sens. 2012, 33, 5251-5267.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 5251-5267
    • Mathews, A.J.1    Jensen, J.L.R.2
  • 17
    • 4644287100 scopus 로고    scopus 로고
    • Fusion of small-footprint and multispectral data to estimate plot-level volume and biomass in deciduous and pine forests in Virginia, USA
    • Popescu, S.C.; Wynne, R.H.; Scrivani, J.A. Fusion of small-footprint and multispectral data to estimate plot-level volume and biomass in deciduous and pine forests in Virginia, USA. For. Sci. 2004, 50, 551-565.
    • (2004) For. Sci. , vol.50 , pp. 551-565
    • Popescu, S.C.1    Wynne, R.H.2    Scrivani, J.A.3
  • 18
    • 50849113061 scopus 로고    scopus 로고
    • Discrete-return lidar-based prediction of leaf area index in two conifer forests
    • Jensen, J.L.R.; Humes, K.S.; Vierling, L.A.; Hudak, A.T. Discrete-return lidar-based prediction of leaf area index in two conifer forests. Remote Sens. Environ. 2008, 112, 3947-3957.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3947-3957
    • Jensen, J.L.R.1    Humes, K.S.2    Vierling, L.A.3    Hudak, A.T.4
  • 19
    • 84864994662 scopus 로고    scopus 로고
    • Combined use of airborne Lidar and DBInSAR data to estimate LAI in temperate mixed forests
    • Peduzzi, A.; Wynne, R.H.; Thomas, V.A.; Nelson, R.F.; Reis, J.J.; Sanford, M. Combined use of airborne Lidar and DBInSAR data to estimate LAI in temperate mixed forests. Remote Sens. 2012, 4, 1758-1780.
    • (2012) Remote Sens. , vol.4 , pp. 1758-1780
    • Peduzzi, A.1    Wynne, R.H.2    Thomas, V.A.3    Nelson, R.F.4    Reis, J.J.5    Sanford, M.6
  • 20
    • 48249116314 scopus 로고    scopus 로고
    • A three-dimensional statistical reconstruction model of grapevine (vitis vinifera) simulating canopy structure variability within and between cultivar/training system pairs
    • Louarn, G.; Lecoeur, J.; Lebon, E. A three-dimensional statistical reconstruction model of grapevine (vitis vinifera) simulating canopy structure variability within and between cultivar/training system pairs. Ann. Bot. 2008, 101, 1167-1184.
    • (2008) Ann. Bot. , vol.101 , pp. 1167-1184
    • Louarn, G.1    Lecoeur, J.2    Lebon, E.3
  • 21
    • 33847670226 scopus 로고    scopus 로고
    • 3D Lidar imaging for detecting and understanding plant responses and canopy structure
    • Omasa, K.; Hosoi, F.; Konishi, A. 3D Lidar imaging for detecting and understanding plant responses and canopy structure. J. Exp. Bot. 2007, 58, 881-898.
    • (2007) J. Exp. Bot. , vol.58 , pp. 881-898
    • Omasa, K.1    Hosoi, F.2    Konishi, A.3
  • 25
    • 77953103576 scopus 로고    scopus 로고
    • Scene Reconstruction and Visualization from Internet Photo Collections
    • University of Washington Seattle, WA, USA, 2008
    • Snavely, N. Scene Reconstruction and Visualization from Internet Photo Collections. Ph.D. Thesis, University of Washington, Seattle, WA, USA, 2008.
    • Ph.D. Thesis
    • Snavely, N.1
  • 26
    • 51849148010 scopus 로고    scopus 로고
    • Modeling the world from internet photo collections
    • Snavely, N.; Seitz, S.M.; Szeliski, R. Modeling the world from internet photo collections. Int. J. Comput. Vis. 2008, 80, 189-210.
    • (2008) Int. J. Comput. Vis. , vol.80 , pp. 189-210
    • Snavely, N.1    Seitz, S.M.2    Szeliski, R.3
  • 28
    • 84860407983 scopus 로고    scopus 로고
    • Remote sensing of vegetation structure using computer vision
    • Dandois, J.P.; Ellis, E.C. Remote sensing of vegetation structure using computer vision. Remote Sens. 2010, 2, 1157-1176.
    • (2010) Remote Sens. , vol.2 , pp. 1157-1176
    • Dandois, J.P.1    Ellis, E.C.2
  • 29
    • 84865008271 scopus 로고    scopus 로고
    • Assessing the accuracy of georeferenced point clouds produced via multi-view stereopsis from unmanned aerial vehicle (UAV) imagery
    • Harwin, S.; Lucieer, A. Assessing the accuracy of georeferenced point clouds produced via multi-view stereopsis from unmanned aerial vehicle (UAV) imagery. Remote Sens. 2012, 4, 1573-1599.
    • (2012) Remote Sens. , vol.4 , pp. 1573-1599
    • Harwin, S.1    Lucieer, A.2
  • 30
    • 84856284111 scopus 로고    scopus 로고
    • Point cloud generation from aerial image data acquired by a quadrocopter type micro unmanned aerial vehicle and a digital still camera
    • Rosnell, T.; Honkavaara, E. Point cloud generation from aerial image data acquired by a quadrocopter type micro unmanned aerial vehicle and a digital still camera. Sensors 2012, 12, 453-480.
    • (2012) Sensors , vol.12 , pp. 453-480
    • Rosnell, T.1    Honkavaara, E.2
  • 31
    • 84957865747 scopus 로고    scopus 로고
    • Three-Dimensional Building Modeling Using Structure from Motion: Improving Model Results with Telescopic Pole Aerial Photography
    • MN, USA, 10-12 October 2012
    • Mathews, A.J.; Jensen, J.L.R. Three-Dimensional Building Modeling Using Structure from Motion: Improving Model Results with Telescopic Pole Aerial Photography. In Proceedings of 35th Applied Geography Conference, Minneapolis, MN, USA, 10-12 October 2012; pp. 98-107.
    • In Proceedings of 35th Applied Geography Conference Minneapolis , pp. 98-107
    • Mathews, A.J.1    Jensen, J.L.R.2
  • 32
    • 84861435024 scopus 로고    scopus 로고
    • An automated technique for generating georectified mosaics from ultra-high resolution unmanned aerial vehicle (UAV) imagery, based on structure from motion (SfM) point clouds
    • Turner, D.; Lucieer, A.; Watson, C. An automated technique for generating georectified mosaics from ultra-high resolution unmanned aerial vehicle (UAV) imagery, based on structure from motion (SfM) point clouds. Remote Sens. 2012, 4, 1392-1410.
    • (2012) Remote Sens. , vol.4 , pp. 1392-1410
    • Turner, D.1    Lucieer, A.2    Watson, C.3
  • 35
    • 77952010835 scopus 로고    scopus 로고
    • Comparison of passive and active canopy sensors for the estimation of vine biomass production
    • Stamatiadis, S.; Taskos, D.; Tsadila, E.; Christofides, C.; Tsadilas, C.; Schepers, J.S. Comparison of passive and active canopy sensors for the estimation of vine biomass production. Prec. Agr. 2010, 11, 306-315.
    • (2010) Prec. Agr. , vol.11 , pp. 306-315
    • Stamatiadis, S.1    Taskos, D.2    Tsadila, E.3    Christofides, C.4    Tsadilas, C.5    Schepers, J.S.6
  • 36
    • 85133432395 scopus 로고    scopus 로고
    • Small-Format Aerial Photography: Principles, Techniques and Geosciences Applications
    • Elsevier: Oxford, UK
    • Aber, J.S.; Marzoff, I.; Ries, J.B. Small-Format Aerial Photography: Principles, Techniques and Geosciences Applications; Elsevier: Oxford, UK, 2010.
    • (2010)
    • Aber, J.S.1    Marzoff, I.2    Ries, J.B.3
  • 37
    • 84872924582 scopus 로고    scopus 로고
    • Comparison of different protocols for indirect measurement of leaf area index with ceptometers in vertically trained vineyards
    • Lopez-Lozano, R.; Casterad, M.A. Comparison of different protocols for indirect measurement of leaf area index with ceptometers in vertically trained vineyards. Aust. J. Grape Wine Res. 2013, 19, 116-122.
    • (2013) Aust. J. Grape Wine Res. , vol.19 , pp. 116-122
    • Lopez-Lozano, R.1    Casterad, M.A.2
  • 39
    • 1542680333 scopus 로고    scopus 로고
    • Comparison and sensitivity analysis of instruments and radiometric methods for LAI estimation: Assessments from a boreal forest site
    • Hyer, E.J.; Goetz, S.J. Comparison and sensitivity analysis of instruments and radiometric methods for LAI estimation: Assessments from a boreal forest site. Agr. For. Meteorol. 2004, 122, 157-174.
    • (2004) Agr. For. Meteorol. , vol.122 , pp. 157-174
    • Hyer, E.J.1    Goetz, S.J.2
  • 40
    • 44749087586 scopus 로고    scopus 로고
    • Intercomparison and sensitivity analysis of leaf area index retrievals from LAI-2000, AccuPar, and digital hemispherical photography over croplands
    • Garrigues, S.; Shabanov, N.V.; Swanson, K.; Morisette, J.T.; Baret, F. Intercomparison and sensitivity analysis of leaf area index retrievals from LAI-2000, AccuPar, and digital hemispherical photography over croplands. Agr. For. Meteorol. 2008, 148, 1193-1209.
    • (2008) Agr. For. Meteorol. , vol.148 , pp. 1193-1209
    • Garrigues, S.1    Shabanov, N.V.2    Swanson, K.3    Morisette, J.T.4    Baret, F.5
  • 42
    • 41849084170 scopus 로고    scopus 로고
    • Low-resolution remotely sensed images of winegrape vineyards map spatial variability in planimetric canopy area instead of leaf area index
    • Hall, A; Louis, J.P.; Lamb, D.W. Low-resolution remotely sensed images of winegrape vineyards map spatial variability in planimetric canopy area instead of leaf area index. Aust. J. Grape Wine Res. 2008, 14, 9-17.
    • (2008) Aust. J. Grape Wine Res. , vol.14 , pp. 9-17
    • Hall, A.1    Louis, J.P.2    Lamb, D.W.3
  • 43
    • 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
    • Zhao, K.; Popescu, S.C. 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. 2009, 113, 1628-1645.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1628-1645
    • Zhao, K.1    Popescu, S.C.2
  • 44
    • 84865031030 scopus 로고    scopus 로고
    • LAI Determination in Forestry Ecosystem by Lidar Data Analysis
    • In Proceedings of Workshop 3D Remote Sensing in Forestry, Vienna, Austria, 14-15 February
    • Barilotti, A.; Turco, S.; Alberti, G. LAI Determination in Forestry Ecosystem by Lidar Data Analysis. In Proceedings of Workshop 3D Remote Sensing in Forestry, Vienna, Austria, 14-15 February 2006.
    • (2006)
    • Barilotti, A.1    Turco, S.2    Alberti, G.3


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