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Volumn 7, Issue 7, 2016, Pages

Evaluating the performance of high-altitude aerial image-based digital surface models in detecting individual tree crowns in mature boreal forests

Author keywords

Aerial images; Forest inventory; Forest mensuration; Photogrammetric point cloud; Remote sensing; Tree detection

Indexed keywords

REMOTE SENSING; STEREO IMAGE PROCESSING;

EID: 84982830466     PISSN: None     EISSN: 19994907     Source Type: Journal    
DOI: 10.3390/f7070143     Document Type: Article
Times cited : (25)

References (47)
  • 2
    • 84909630996 scopus 로고    scopus 로고
    • Species-Specific management inventory in finland
    • Maltamo, M., Næsset, E., Vauhkonen, J., Eds.; Springer: Dordrecht, The Netherlands
    • Maltamo, M.; Packalen, P. Species-Specific management inventory in finland. In Forestry Applications of Airborne Laser Scanning; Maltamo, M., Næsset, E., Vauhkonen, J., Eds.; Springer: Dordrecht, The Netherlands, 2014; pp. 241-252.
    • (2014) Forestry Applications of Airborne Laser Scanning , pp. 241-252
    • Maltamo, M.1    Packalen, P.2
  • 3
    • 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.C.; Stepper, C.; Tompalski, P.; Coops, N.C.; Wulder, M.A. 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.C.1    Stepper, C.2    Tompalski, P.3    Coops, N.C.4    Wulder, M.A.5
  • 5
    • 33646266723 scopus 로고    scopus 로고
    • Estimation of stem volume using laser scanning-based canopy height metrics
    • Maltamo, M.; Eerikäinen, K.; Packalén, P.; Hyyppä, J. Estimation of stem volume using laser scanning-based canopy height metrics. Forestry 2006, 79, 217-229.
    • (2006) Forestry , vol.79 , pp. 217-229
    • Maltamo, M.1    Eerikäinen, K.2    Packalén, P.3    Hyyppä, J.4
  • 7
    • 84864549831 scopus 로고    scopus 로고
    • Eurosdr/isprs commission II project: "Tree extraction"-Final report
    • Kaartinen, H.; Hyyppä, J. Eurosdr/isprs commission II project: "Tree extraction"-Final report. Off. Publ. 2008, 53, 60.
    • (2008) Off. Publ , vol.53 , pp. 60
    • Kaartinen, H.1    Hyyppä, J.2
  • 9
    • 37249065327 scopus 로고    scopus 로고
    • Preharvest measurement of marked stands using airborne laser scanning
    • Peuhkurinen, J.; Maltamo, M.; Malinen, J.; Pitkänen, J.; Packalén, P. Preharvest measurement of marked stands using airborne laser scanning. For. Sci. 2007, 53, 653-661.
    • (2007) For. Sci , vol.53 , pp. 653-661
    • Peuhkurinen, J.1    Maltamo, M.2    Malinen, J.3    Pitkänen, J.4    Packalén, P.5
  • 13
    • 1842588326 scopus 로고    scopus 로고
    • Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions
    • Maltamo, M.; Eerikäinen, K.; Pitkänen, J.; Hyyppä, J.; Vehmas, M. Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions. Remote Sens. Environ. 2004, 90, 319-330.
    • (2004) Remote Sens. Environ , vol.90 , pp. 319-330
    • Maltamo, M.1    Eerikäinen, K.2    Pitkänen, J.3    Hyyppä, J.4    Vehmas, M.5
  • 15
    • 33645801594 scopus 로고    scopus 로고
    • Detection of individual tree crowns in airborne lidar data
    • Koch, B.; Heyder, U.; Weinacker, H. Detection of individual tree crowns in airborne lidar data. Photogramm. Eng. Remote Sens. 2006, 72, 357-363.
    • (2006) Photogramm. Eng. Remote Sens , vol.72 , pp. 357-363
    • Koch, B.1    Heyder, U.2    Weinacker, H.3
  • 18
    • 33845447262 scopus 로고    scopus 로고
    • Single tree segmentation using airborne laser scanner data in a structurally heterogeneous spruce forest
    • Solberg, S.; Naesset, E.; Bollandsas, O.M. Single tree segmentation using airborne laser scanner data in a structurally heterogeneous spruce forest. Photogramm. Eng. Remote Sens. 2006, 72, 1369-1378.
    • (2006) Photogramm. Eng. Remote Sens , vol.72 , pp. 1369-1378
    • Solberg, S.1    Naesset, E.2    Bollandsas, O.M.3
  • 19
    • 34548536506 scopus 로고    scopus 로고
    • Estimating biomass of individual pine trees using airborne lidar
    • Popescu, S.C. Estimating biomass of individual pine trees using airborne lidar. Biomass Bioenergy 2007, 31, 646-655.
    • (2007) Biomass Bioenergy , vol.31 , pp. 646-655
    • Popescu, S.C.1
  • 20
    • 0034082989 scopus 로고    scopus 로고
    • Using vegetation reflectance variability for species level classification of hyperspectral data
    • Cochrane, M. Using vegetation reflectance variability for species level classification of hyperspectral data. Int. J. Remote Sens. 2000, 21, 2075-2087.
    • (2000) Int. J. Remote Sens , vol.21 , pp. 2075-2087
    • Cochrane, M.1
  • 21
    • 0042342460 scopus 로고    scopus 로고
    • High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing
    • Held, A.; Ticehurst, C.; Lymburner, L.; Williams, N. High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing. Int. J. Remote Sens. 2003, 24, 2739-2759.
    • (2003) Int. J. Remote Sens , vol.24 , pp. 2739-2759
    • Held, A.1    Ticehurst, C.2    Lymburner, L.3    Williams, N.4
  • 22
    • 0035124583 scopus 로고    scopus 로고
    • A comparison of multispectral and multitemporal information in high spatial resolution imagery for classification of individual tree species in a temperate hardwood forest
    • Key, T.; Warner, T.A.; McGraw, J.B.; Fajvan, M.A. A comparison of multispectral and multitemporal information in high spatial resolution imagery for classification of individual tree species in a temperate hardwood forest. Remote Sens. Environ. 2001, 75, 100-112.
    • (2001) Remote Sens. Environ , vol.75 , pp. 100-112
    • Key, T.1    Warner, T.A.2    McGraw, J.B.3    Fajvan, M.A.4
  • 24
    • 84983763356 scopus 로고    scopus 로고
    • Band selection from hyperspectral data for conifer species identification
    • Pu, R.; Gong, P. Band selection from hyperspectral data for conifer species identification. Geogr. Inf. Sci. 2000, 6, 137-142.
    • (2000) Geogr. Inf. Sci , vol.6 , pp. 137-142
    • Pu, R.1    Gong, P.2
  • 25
    • 0033333841 scopus 로고    scopus 로고
    • Penalized discriminant analysis of in situ hyperspectral data for conifer species recognition
    • Yu, B.; Gong, P.; Pu, R. Penalized discriminant analysis of in situ hyperspectral data for conifer species recognition. IEEE Trans. Geosci. Remote Sens. 1999, 37, 2569-2577.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , pp. 2569-2577
    • Yu, B.1    Gong, P.2    Pu, R.3
  • 26
    • 40049094037 scopus 로고    scopus 로고
    • High-Quality image matching and automated generation of 3d tree models
    • Baltsavias, E.; Gruen, A.; Eisenbeiss, H.; Zhang, L.; Waser, L. High-Quality image matching and automated generation of 3d tree models. Int. J. Remote Sens. 2008, 29, 1243-1259.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 1243-1259
    • Baltsavias, E.1    Gruen, A.2    Eisenbeiss, H.3    Zhang, L.4    Waser, L.5
  • 27
    • 84866767554 scopus 로고    scopus 로고
    • Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution dem
    • Bohlin, J.; Wallerman, J.; Fransson, J.E. Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution dem. Scand. J. Forest Res. 2012, 27, 692-699.
    • (2012) Scand. J. Forest Res , vol.27 , pp. 692-699
    • Bohlin, J.1    Wallerman, J.2    Fransson, J.E.3
  • 28
    • 84880438400 scopus 로고    scopus 로고
    • Performance of dense digital surface models based on image matching in the estimation of plot-level forest variables
    • Nurminen, K.; Karjalainen, M.; Yu, X.; Hyyppä, J.; Honkavaara, E. Performance of dense digital surface models based on image matching in the estimation of plot-level forest variables. ISPRS J. Photogramm. Remote Sens. 2013, 83, 104-115.
    • (2013) ISPRS J. Photogramm. Remote Sens , vol.83 , pp. 104-115
    • Nurminen, K.1    Karjalainen, M.2    Yu, X.3    Hyyppä, J.4    Honkavaara, E.5
  • 29
    • 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
  • 30
    • 84880951816 scopus 로고    scopus 로고
    • Potential of ultracamx stereo images for estimating timber volume and basal area at the plot level in mixed european forests
    • Straub, C.; Stepper, C.; Seitz, R.; Waser, L.T. Potential of ultracamx stereo images for estimating timber volume and basal area at the plot level in mixed european forests. Can. J. Forest Res. 2013, 43, 731-741.
    • (2013) Can. J. Forest Res , vol.43 , pp. 731-741
    • Straub, C.1    Stepper, C.2    Seitz, R.3    Waser, L.T.4
  • 31
    • 37549015676 scopus 로고    scopus 로고
    • Stereo processing by semiglobal matching and mutual information
    • Hirschmüller, H. Stereo processing by semiglobal matching and mutual information. IEEE Trans. Pattern Anal. Mach. Intell. 2008, 30, 328-341.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , pp. 328-341
    • Hirschmüller, H.1
  • 32
    • 46249105500 scopus 로고    scopus 로고
    • Mapping canopy height using a combination of digital stereo-photogrammetry and lidar
    • St-Onge, B.; Vega, C.; Fournier, R.; Hu, Y. Mapping canopy height using a combination of digital stereo-photogrammetry and lidar. Int. J. Remote Sens. 2008, 29, 3343-3364.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 3343-3364
    • St-Onge, B.1    Vega, C.2    Fournier, R.3    Hu, Y.4
  • 34
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Næsset, E. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sens. Environ. 2002, 80, 88-99.
    • (2002) Remote Sens. Environ , vol.80 , pp. 88-99
    • Næsset, E.1
  • 35
    • 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
  • 36
    • 84949485173 scopus 로고    scopus 로고
    • Forest parameter prediction using an image-based point cloud: A comparison of semi-itc with ABA
    • Rahlf, J.; Breidenbach, J.; Solberg, S.; Astrup, R. Forest parameter prediction using an image-based point cloud: A comparison of semi-itc with ABA. Forests 2015, 6, 4059-4071.
    • (2015) Forests , vol.6 , pp. 4059-4071
    • Rahlf, J.1    Breidenbach, J.2    Solberg, S.3    Astrup, R.4
  • 38
    • 40049088615 scopus 로고    scopus 로고
    • Species identification of individual trees by combining high resolution lidar data with multi-spectral images
    • Holmgren, J.; Persson, Å.; Söderman, U. Species identification of individual trees by combining high resolution lidar data with multi-spectral images. Int. J. Remote Sens. 2008, 29, 1537-1552.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 1537-1552
    • Holmgren, J.1    Persson, Å.2    Söderman, U.3
  • 40
    • 0035332402 scopus 로고    scopus 로고
    • A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners
    • Hyyppä, J.; Kelle, O.; Lehikoinen, M.; Inkinen, M. A segmentation-based method to retrieve stem volume estimates from 3-D tree height models produced by laser scanners. IEEE Trans. Geosci. Remote Sens. 2001, 39, 969-975.
    • (2001) IEEE Trans. Geosci. Remote Sens , vol.39 , pp. 969-975
    • Hyyppä, J.1    Kelle, O.2    Lehikoinen, M.3    Inkinen, M.4
  • 44
    • 47749140767 scopus 로고    scopus 로고
    • Estimation of species-specific diameter distributions using airborne laser scanning and aerial photographs
    • Packalén, P.; Maltamo, M. Estimation of species-specific diameter distributions using airborne laser scanning and aerial photographs. Can. J. For. Res. 2008, 38, 1750-1760.
    • (2008) Can. J. For. Res , vol.38 , pp. 1750-1760
    • Packalén, P.1    Maltamo, M.2
  • 45
    • 0001319485 scopus 로고
    • Goodness-of-fit tests and model selection procedures for diameter distribution models
    • Reynolds, M.R.; Burk, T.E.; Huang, W.-C. Goodness-of-fit tests and model selection procedures for diameter distribution models. For. Sci. 1988, 34, 373-399.
    • (1988) For. Sci , vol.34 , pp. 373-399
    • Reynolds, M.R.1    Burk, T.E.2    Huang, W.-C.3
  • 46
    • 0036731654 scopus 로고    scopus 로고
    • Detecting and measuring individual trees using an airborne laser scanner
    • Persson, A.; Holmgren, J.; Söderman, U. Detecting and measuring individual trees using an airborne laser scanner. Photogramm. Eng. Remote Sens. 2002, 68, 925-932.
    • (2002) Photogramm. Eng. Remote Sens , vol.68 , pp. 925-932
    • Persson, A.1    Holmgren, J.2    Söderman, U.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.