메뉴 건너뛰기




Volumn 7, Issue 3, 2016, Pages

Assessment of forest structure using two UAV techniques: A comparison of airborne laser scanning and structure from motion (SfM) point clouds

Author keywords

Canopy cover; Digital terrain model; Forest structure; LIDAR airborne laser scanning; Structure from motion; Tree height; Unmanned aerial vehicle (UAV)

Indexed keywords

LANDFORMS; LASER APPLICATIONS; MEAN SQUARE ERROR; PHOTOGRAMMETRY; REMOTE SENSING; SCANNING; SURFACE ANALYSIS; THREE DIMENSIONAL COMPUTER GRAPHICS; UNMANNED AERIAL VEHICLES (UAV);

EID: 84963958145     PISSN: None     EISSN: 19994907     Source Type: Journal    
DOI: 10.3390/f7030062     Document Type: Article
Times cited : (517)

References (38)
  • 1
    • 26444535648 scopus 로고    scopus 로고
    • Forest and woodland stand structural complexity: Its definition and measurement
    • McElhinny, C.; Gibbons, P.; Brack, C.; Bauhus, J. Forest and woodland stand structural complexity: Its definition and measurement. For. Ecol. Manag. 2005, 218, 1-24.
    • (2005) For. Ecol. Manag , vol.218 , pp. 1-24
    • McElhinny, C.1    Gibbons, P.2    Brack, C.3    Bauhus, J.4
  • 2
    • 0033863908 scopus 로고    scopus 로고
    • Indicators of Biodiversity for Ecologically Sustainable Forest Management
    • Lindenmayer, D.B.; Margules, C.R.; Botkin, D.B.; Biology, C.; Aug, N. Indicators of Biodiversity for Ecologically Sustainable Forest Management. Conserv. Biol. 2007, 14, 941-950.
    • (2007) Conserv. Biol , vol.14 , pp. 941-950
    • Lindenmayer, D.B.1    Margules, C.R.2    Botkin, D.B.3    Biology, C.4    Aug, N.5
  • 3
    • 67650872995 scopus 로고    scopus 로고
    • Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests
    • Keith, H.; Mackey, B.G.; Lindenmayer, D.B. Re-evaluation of forest biomass carbon stocks and lessons from the world's most carbon-dense forests. Proc. Natl. Acad. Sci. USA 2009, 106, 11635-11640.
    • (2009) Proc. Natl. Acad. Sci. USA , vol.106 , pp. 11635-11640
    • Keith, H.1    Mackey, B.G.2    Lindenmayer, D.B.3
  • 4
    • 84857941768 scopus 로고    scopus 로고
    • Modeling forest structural parameters in the mediterranean pines of central Spain using QuickBird-2 imagery and classification and regression tree analysis (CART)
    • Gómez, C.; Wulder, M.A.; Montes, F.; Delgado, J.A. Modeling forest structural parameters in the mediterranean pines of central Spain using QuickBird-2 imagery and classification and regression tree analysis (CART). Remote Sens. 2012, 4, 135-159.
    • (2012) Remote Sens , vol.4 , pp. 135-159
    • Gómez, C.1    Wulder, M.A.2    Montes, F.3    Delgado, J.A.4
  • 6
    • 84881448320 scopus 로고    scopus 로고
    • Remotely sensed forest structural complexity predicts multi species occurrence at the landscape scale
    • Zellweger, F.; Braunisch, V.; Baltensweiler, A.; Bollmann, K. Remotely sensed forest structural complexity predicts multi species occurrence at the landscape scale. For. Ecol. Manag. 2013, 307, 303-312.
    • (2013) For. Ecol. Manag , vol.307 , pp. 303-312
    • Zellweger, F.1    Braunisch, V.2    Baltensweiler, A.3    Bollmann, K.4
  • 7
    • 84907563457 scopus 로고    scopus 로고
    • Accuracy Assessment of Timber Volume Maps Using Forest Inventory Data and LiDAR Canopy Height Models
    • Hill, A.; Breschan, J.; Mandallaz, D. Accuracy Assessment of Timber Volume Maps Using Forest Inventory Data and LiDAR Canopy Height Models. Forests 2014, 5, 2253-2275.
    • (2014) Forests , vol.5 , pp. 2253-2275
    • Hill, A.1    Breschan, J.2    Mandallaz, D.3
  • 8
    • 84949508366 scopus 로고    scopus 로고
    • Characterizing the Height Structure and Composition of a Boreal Forest Using an Individual Tree Crown Approach Applied to Photogrammetric Point Clouds
    • St-Onge, B.; Audet, F.-A.; Bégin, J. Characterizing the Height Structure and Composition of a Boreal Forest Using an Individual Tree Crown Approach Applied to Photogrammetric Point Clouds. Forests 2015, 6, 3899-3922.
    • (2015) Forests , vol.6 , pp. 3899-3922
    • St-Onge, B.1    Audet, F.-A.2    Bégin, J.3
  • 9
    • 84949496603 scopus 로고    scopus 로고
    • Aboveground Biomass Estimation Using Structure from Motion Approach with Aerial Photographs in a Seasonal Tropical Forest
    • Ota, T.; Ogawa, M.; Shimizu, K.; Kajisa, T.; Mizoue, N.; Yoshida, S.; Takao, G.; Hirata, Y.; Furuya, N.; Sano, T.; et al. Aboveground Biomass Estimation Using Structure from Motion Approach with Aerial Photographs in a Seasonal Tropical Forest. Forests 2015, 6, 3882-3898.
    • (2015) Forests , vol.6 , pp. 3882-3898
    • Ota, T.1    Ogawa, M.2    Shimizu, K.3    Kajisa, T.4    Mizoue, N.5    Yoshida, S.6    Takao, G.7    Hirata, Y.8    Furuya, N.9    Sano, T.10
  • 11
    • 84897618276 scopus 로고    scopus 로고
    • Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods
    • Zarco-Tejada, P.J.; Diaz-Varela, R.; Angileri, V.; Loudjani, P. Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle (UAV) and automatic 3D photo-reconstruction methods. Eur. J. Agron. 2014, 55, 89-99.
    • (2014) Eur. J. Agron , vol.55 , pp. 89-99
    • Zarco-Tejada, P.J.1    Diaz-Varela, R.2    Angileri, V.3    Loudjani, P.4
  • 12
    • 84894272759 scopus 로고    scopus 로고
    • Using an unmanned aerial vehicle (UAV) to capture micro-topography of antarctic moss beds
    • Lucieer, A.; Turner, D.; King, D.; Robinson, S. Using an unmanned aerial vehicle (UAV) to capture micro-topography of antarctic moss beds. Int. J. Appl. Earth Obs. Geoinf. 2014, 27, 53-62.
    • (2014) Int. J. Appl. Earth Obs. Geoinf , vol.27 , pp. 53-62
    • Lucieer, A.1    Turner, D.2    King, D.3    Robinson, S.4
  • 13
  • 14
    • 84878711045 scopus 로고    scopus 로고
    • High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision
    • Dandois, J.P.; Ellis, E.C. High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision. Remote Sens. Environ. 2013, 136, 259-276.
    • (2013) Remote Sens. Environ , vol.136 , pp. 259-276
    • Dandois, J.P.1    Ellis, E.C.2
  • 16
    • 84888796633 scopus 로고    scopus 로고
    • A Photogrammetric Workflow for the Creation of a Forest Canopy Height Model from Small Unmanned Aerial System Imagery
    • Lisein, J.; Pierrot-Deseilligny, M.; Bonnet, S.; Lejeune, P. A Photogrammetric Workflow for the Creation of a Forest Canopy Height Model from Small Unmanned Aerial System Imagery. Forests 2013, 4, 922-944.
    • (2013) Forests , vol.4 , pp. 922-944
    • Lisein, J.1    Pierrot-Deseilligny, M.2    Bonnet, S.3    Lejeune, P.4
  • 17
    • 84902086164 scopus 로고    scopus 로고
    • An assessment of the repeatability of automatic forest inventory metrics derived from UAV-borne laser scanning data
    • Wallace, L.; Musk, R.; Lucieer, A. An assessment of the repeatability of automatic forest inventory metrics derived from UAV-borne laser scanning data. IEEE Trans. Geosci. Remote Sens. 2014, 52, 7160-7169.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , pp. 7160-7169
    • Wallace, L.1    Musk, R.2    Lucieer, A.3
  • 18
    • 84864977579 scopus 로고    scopus 로고
    • Development of a UAV-LiDAR system with application to forest inventory
    • Wallace, L.; Lucieer, A.;Watson, C.; Turner, D. Development of a UAV-LiDAR system with application to forest inventory. Remote Sens. 2012, 4, 1519-1543.
    • (2012) Remote Sens , vol.4 , pp. 1519-1543
    • Wallace, L.1    Lucieer, A.2    Watson, C.3    Turner, D.4
  • 19
    • 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
  • 20
    • 84897516269 scopus 로고    scopus 로고
    • Detecting pruning of individual stems using airborne laser scanning data captured from an Unmanned Aerial Vehicle
    • Wallace, L.; Watson, C.; Lucieer, A. Detecting pruning of individual stems using airborne laser scanning data captured from an Unmanned Aerial Vehicle. Int. J. Appl. Earth Obs. Geoinf. 2014, 30, 76-85.
    • (2014) Int. J. Appl. Earth Obs. Geoinf , vol.30 , pp. 76-85
    • Wallace, L.1    Watson, C.2    Lucieer, A.3
  • 21
    • 84903313488 scopus 로고    scopus 로고
    • Evaluating tree detection and segmentation routines on very high resolution UAV LiDAR data
    • Wallace, L.; Lucieer, A.; Watson, C.S. Evaluating tree detection and segmentation routines on very high resolution UAV LiDAR data. IEEE Trans. Geosci. Remote Sens. 2014, 52, 7619-7628.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , pp. 7619-7628
    • Wallace, L.1    Lucieer, A.2    Watson, C.S.3
  • 22
    • 84888773963 scopus 로고    scopus 로고
    • The utility of image-based point clouds for forest inventory: A comparison with airborne laser scanning
    • White, J.C.; Wulder, M.A.; Vastaranta, M.; Coops, N.C.; Pitt, D.; Woods, M. The utility of image-based point clouds for forest inventory: A comparison with airborne laser scanning. Forests 2013, 4, 518-536.
    • (2013) Forests , vol.4 , pp. 518-536
    • White, J.C.1    Wulder, M.A.2    Vastaranta, M.3    Coops, N.C.4    Pitt, D.5    Woods, M.6
  • 23
    • 84946423331 scopus 로고    scopus 로고
    • Comparing ALS and Image-Based Point Cloud Metrics and Modelled Forest Inventory Attributes in a Complex Coastal Forest Environment
    • White, J.; Stepper, C.; Tompalski, P.; Coops, N.;Wulder, M. Comparing ALS and Image-Based Point Cloud Metrics and Modelled Forest Inventory Attributes in a Complex Coastal Forest Environment. Forests 2015, 6, 3704-3732.
    • (2015) Forests , vol.6 , pp. 3704-3732
    • White, J.1    Stepper, C.2    Tompalski, P.3    Coops, N.4    Wulder, M.5
  • 24
    • 84949509019 scopus 로고    scopus 로고
    • Comparison of Airborne Laser Scanning and Image Point Cloud Derived Tree Size Class Distribution Models in Boreal Ontario
    • Penner, M.; Woods, M.; Pitt, D.A. Comparison of Airborne Laser Scanning and Image Point Cloud Derived Tree Size Class Distribution Models in Boreal Ontario. Forests 2015, 6, 4034-4054.
    • (2015) Forests , vol.6 , pp. 4034-4054
    • Penner, M.1    Woods, M.2    Pitt, D.A.3
  • 25
    • 79951947187 scopus 로고    scopus 로고
    • Taking Computer Vision Aloft-Archeological Three-dimensional Reconstructions from Aerial Photographs with PhotoScan
    • Verhoeven, G. Taking Computer Vision Aloft-Archeological Three-dimensional Reconstructions from Aerial Photographs with PhotoScan. Archaeol. Prospect. 2011, 18, 67-73.
    • (2011) Archaeol. Prospect , vol.18 , pp. 67-73
    • Verhoeven, G.1
  • 29
    • 33746142045 scopus 로고    scopus 로고
    • Investigating laser pulse penetration through a conifer canopy by integrating airborne and terrestrial lidar
    • Chasmer, L.; Hopkinson, C.; Treitz, P. Investigating laser pulse penetration through a conifer canopy by integrating airborne and terrestrial lidar. Can. J. Remote Sens. 2006, 32, 116-125.
    • (2006) Can. J. Remote Sens , vol.32 , pp. 116-125
    • Chasmer, L.1    Hopkinson, C.2    Treitz, P.3
  • 31
    • 84924995686 scopus 로고    scopus 로고
    • Indirect and direct estimation of forest biomass change using forest inventory and airborne laser scanning data
    • McRoberts, R.E.; Næsset, E.; Gobakken, T.; Bollandsås, O.M. Indirect and direct estimation of forest biomass change using forest inventory and airborne laser scanning data. Remote Sens. Environ. 2015, 164, 36-42.
    • (2015) Remote Sens. Environ , vol.164 , pp. 36-42
    • McRoberts, R.E.1    Næsset, E.2    Gobakken, T.3    Bollandsås, O.M.4
  • 32
    • 84941802568 scopus 로고    scopus 로고
    • Error assessment and mitigation for hyper-temporal UAV-borne LiDAR surveys of forest inventory
    • Hobart, Tasmania, 16-19 October
    • Wallace, L.; Lucieer, A.; Turner, D.; Watson, C. Error assessment and mitigation for hyper-temporal UAV-borne LiDAR surveys of forest inventory. In Proceedings of the SilviLaser, Hobart, Tasmania, 16-19 October 2011.
    • (2011) Proceedings of the SilviLaser
    • Wallace, L.1    Lucieer, A.2    Turner, D.3    Watson, C.4
  • 33
    • 84875989699 scopus 로고    scopus 로고
    • Lightweight unmanned aerial vehicles will revolutionize spatial ecology
    • Anderson, K.; Gaston, K.J. Lightweight unmanned aerial vehicles will revolutionize spatial ecology. Front. Ecol. Environ. 2013, 11, 138-146.
    • (2013) Front. Ecol. Environ , vol.11 , pp. 138-146
    • Anderson, K.1    Gaston, K.J.2
  • 34
    • 77951101959 scopus 로고    scopus 로고
    • Simulating the impact of discrete-return lidar system and survey characteristics over young conifer and broadleaf forests
    • Disney, M.I.; Kalogirou, V.; Lewis, P.; Prieto-Blanco, A.; Hancock, S.; Pfeifer, M. Simulating the impact of discrete-return lidar system and survey characteristics over young conifer and broadleaf forests. Remote Sens. Environ. 2010, 114, 1546-1560.
    • (2010) Remote Sens. Environ , vol.114 , pp. 1546-1560
    • Disney, M.I.1    Kalogirou, V.2    Lewis, P.3    Prieto-Blanco, A.4    Hancock, S.5    Pfeifer, M.6
  • 35
    • 84871927836 scopus 로고    scopus 로고
    • Digital high spatial resolution aerial imagery to support forest health monitoring: The mountain pine beetle context
    • Wulder, M.A.; White, J.C.; Coggins, S.; Ortlepp, S.M.; Coops, N.C.; Heath, J.; Mora, B. Digital high spatial resolution aerial imagery to support forest health monitoring: The mountain pine beetle context. J. Appl. Remote Sens. 2012, 6, 062527.
    • (2012) J. Appl. Remote Sens , vol.6
    • Wulder, M.A.1    White, J.C.2    Coggins, S.3    Ortlepp, S.M.4    Coops, N.C.5    Heath, J.6    Mora, B.7
  • 36
    • 84863859442 scopus 로고    scopus 로고
    • Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles
    • Getzin, S.; Wiegand, K.; Schöning, I. Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles. Methods Ecol. Evol. 2012, 3, 397-404.
    • (2012) Methods Ecol. Evol , vol.3 , pp. 397-404
    • Getzin, S.1    Wiegand, K.2    Schöning, I.3
  • 37
    • 45249096660 scopus 로고    scopus 로고
    • Carnegie Airborne Observatory: In-flight fusion of hyperspectral imaging and waveform light detection and ranging for three-dimensional studies of ecosystems
    • Asner, G.P.; Knapp, D.E.; Kennedy-Bowdoin, T.; Jones, M.O.; Martin, R.E.; Boardman, J.; Field, C.B. Carnegie Airborne Observatory: In-flight fusion of hyperspectral imaging and waveform light detection and ranging for three-dimensional studies of ecosystems. J. Appl. Remote Sens. 2007, 1, 013536.
    • (2007) J. Appl. Remote Sens , vol.1
    • Asner, G.P.1    Knapp, D.E.2    Kennedy-Bowdoin, T.3    Jones, M.O.4    Martin, R.E.5    Boardman, J.6    Field, C.B.7
  • 38
    • 84902287000 scopus 로고    scopus 로고
    • HyperUAS-Imaging Spectroscopy from a Multirotor Unmanned Aircraft System
    • Lucieer, A.; Malenovsky, Z.; Veness, T.; Wallace, L. HyperUAS-Imaging Spectroscopy from a Multirotor Unmanned Aircraft System. J. F. Robot. 2014, 4, 571-590.
    • (2014) J. F. Robot , vol.4 , pp. 571-590
    • Lucieer, A.1    Malenovsky, Z.2    Veness, T.3    Wallace, L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.