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Volumn 10, Issue 5, 2013, Pages 1138-1141

Classification of spruce and pine trees using active hyperspectral LiDAR

Author keywords

Forestry; hyperspectral sensors; laser scanning; LiDAR; tree species classification

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION FEATURES; HYPERSPECTRAL MEASUREMENTS; HYPERSPECTRAL SENSORS; LABORATORY MEASUREMENTS; LASER SCANNING; LIGHT DETECTION AND RANGING; TREE SPECIES;

EID: 84879959396     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2232278     Document Type: Article
Times cited : (61)

References (17)
  • 1
    • 36248953733 scopus 로고    scopus 로고
    • Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia
    • DOI 10.1080/02827580701672147, PII 784372345
    • E. Næsset, "Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia," Scand. J. Forest Res., vol. 22, pp. 433-442, 2007. (Pubitemid 350125599)
    • (2007) Scandinavian Journal of Forest Research , vol.22 , Issue.5 , pp. 433-442
    • Naesset, E.1
  • 2
    • 84879915012 scopus 로고    scopus 로고
    • Airborne laser scanning based stand level management inventory in Finland
    • Hobart, Australia
    • M.Maltamo, P. Packalén, E. Kallio, J. Kangas, J. Uuttera, and J. Heikkilä, "Airborne laser scanning based stand level management inventory in Finland," in Proc. SilviLaser, Hobart, Australia, 2011, pp. 1-10.
    • (2011) Proc. SilviLaser , pp. 1-10
    • Maltamo, M.1    Packalén, P.2    Kallio, E.3    Kangas, J.4    Uuttera, J.5    Heikkilä, J.6
  • 3
    • 84865759829 scopus 로고    scopus 로고
    • Simultaneously acquired airborne laser scanning and multispectral imagery for individual tree species identification
    • H. O. Ørka, T. Gobakken, E. Næsset, L. Ene, and V. Lien, "Simultaneously acquired airborne laser scanning and multispectral imagery for individual tree species identification," Can. J. Remote Sens., vol. 38, no. 2, pp. 125- 138, 2012.
    • (2012) Can. J. Remote Sens. , vol.38 , Issue.2 , pp. 125-138
    • Ørka, H.O.1    Gobakken, T.2    Næsset, E.3    Ene, L.4    Lien, V.5
  • 4
    • 77953963207 scopus 로고    scopus 로고
    • Tree species classification using airborne LiDAR-Effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type
    • I. Korpela, H. O. Ørka, M. Maltamo, T. Tokola, and J. Hyyppä, "Tree species classification using airborne LiDAR - Effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type," Silva Fenn., vol. 44, no. 2, pp. 319-339, 2010.
    • (2010) Silva Fenn. , vol.44 , Issue.2 , pp. 319-339
    • Korpela, I.1    Ørka, H.O.2    Maltamo, M.3    Tokola, T.4    Hyyppä, J.5
  • 5
    • 2342646308 scopus 로고    scopus 로고
    • Identifying species of individual trees using airborne laser scanner
    • DOI 10.1016/S0034-4257(03)00140-8, PII S0034425703001408
    • J. Holmgren and Å. Persson, "Identifying species of individual trees using airborne laser scanner," Remote Sens. Environ., vol. 90, no. 4, pp. 415- 423, Apr. 2004. (Pubitemid 38583628)
    • (2004) Remote Sensing of Environment , vol.90 , Issue.4 , pp. 415-423
    • Holmgren, J.1    Persson, A.2
  • 6
    • 40049088615 scopus 로고    scopus 로고
    • Species identification of individual trees by combining high resolution LiDAR data with multi-spectral images
    • DOI 10.1080/01431160701736471, PII 790896297, 3D Remote Sensing in Forestry
    • J. Holmgren, Å. Persson, and U. Söderman, "Species identification of individual trees by combining high resolution LIDAR data with multispectral images," Int. J. Remote Sens., vol. 29, no. 5, pp. 1537-1552, Mar. 2008. (Pubitemid 351324635)
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.5 , pp. 1537-1552
    • Holmgren, J.1    Persson, A.2    Soderman, U.3
  • 7
    • 77949657728 scopus 로고    scopus 로고
    • Synergistic use of QuickBird multispectral imagery and LIDAR data for object-based forest species classification
    • Jun
    • Y. Ke, L. J. Quackenbush, and J. Im, "Synergistic use of QuickBird multispectral imagery and LIDAR data for object-based forest species classification," Remote Sens. Environ., vol. 114, no. 6, pp. 1141-1154, Jun. 2010.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.6 , pp. 1141-1154
    • Ke, Y.1    Quackenbush, L.J.2    Im, J.3
  • 8
    • 53349084895 scopus 로고    scopus 로고
    • Fusion of hyperspectral and LIDAR remote sensing data for classification of complex forest areas
    • May
    • M. Dalponte, L. Bruzzone, and D. Gianelle, "Fusion of hyperspectral and LIDAR remote sensing data for classification of complex forest areas," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 5, pp. 1416-1427, May 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.5 , pp. 1416-1427
    • Dalponte, M.1    Bruzzone, L.2    Gianelle, D.3
  • 9
    • 80052354356 scopus 로고    scopus 로고
    • Fusion of airborne hyperspectral and LiDAR data for tree species classification in the temperate forest of Northeast China
    • L. Liu, Y. Pang, W. Fan, Z. Li, and M. Li, "Fusion of airborne hyperspectral and LiDAR data for tree species classification in the temperate forest of Northeast China," in Proc. 19th Int. Conf. Geoinformat., 2011, pp. 1-5.
    • (2011) Proc. 19th Int. Conf. Geoinformat. , pp. 1-5
    • Liu, L.1    Pang, Y.2    Fan, W.3    Li, Z.4    Li, M.5
  • 10
    • 84859928062 scopus 로고    scopus 로고
    • Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data
    • Aug
    • M. Dalponte, L. Bruzzone, and D. Gianelle, "Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data," Remote Sens. Environ., vol. 123, pp. 258-270, Aug. 2012.
    • (2012) Remote Sens. Environ. , vol.123 , pp. 258-270
    • Dalponte, M.1    Bruzzone, L.2    Gianelle, D.3
  • 12
    • 79951904873 scopus 로고    scopus 로고
    • Simulated multispectral imagery for tree species classification using support vector machines
    • Mar
    • V. Heikkinen, T. Tokola, J. Parkkinen, I. Korpela, and T. Jääskelainen, "Simulated multispectral imagery for tree species classification using support vector machines," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 3, pp. 1355-1364, Mar. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.3 , pp. 1355-1364
    • Heikkinen, V.1    Tokola, T.2    Parkkinen, J.3    Korpela, I.4    Jääskelainen, T.5
  • 13
    • 0028184161 scopus 로고
    • Classification of the reflectance spectra of pine, spruce, and birch
    • T. Jääskeläinen, R. Silvennoinen, J. Hiltunen, and J. P. S. Parkkinen, "Classification of the reflectance spectra of pine, spruce, and birch," Appl. Opt., vol. 33, no. 12, pp. 2356-2362, Apr. 1994. (Pubitemid 24405191)
    • (1994) Applied Optics , vol.33 , Issue.12 , pp. 2356-2362
    • Jaaskelainen, T.1    Silvennoinen, R.2    Hiltunen, J.3    Parkkinen, J.P.S.4
  • 15
    • 79957693432 scopus 로고    scopus 로고
    • Tree classification with fused mobile laser scanning and hyperspectral data
    • May
    • E. Puttonen, A. Jaakkola, P. Litkey, and J. Hyyppä, "Tree classification with fused mobile laser scanning and hyperspectral data," Sensors, vol. 11, no. 5, pp. 5158-5182, May 2011.
    • (2011) Sensors , vol.11 , Issue.5 , pp. 5158-5182
    • Puttonen, E.1    Jaakkola, A.2    Litkey, P.3    Hyyppä, J.4
  • 16
    • 84859409570 scopus 로고    scopus 로고
    • Full waveform hyperspectral LiDAR for terrestrial laser scanning
    • Mar.
    • T. Hakala, J. Suomalainen, S. Kaasalainen, and Y. Chen, "Full waveform hyperspectral LiDAR for terrestrial laser scanning," Opt. Exp., vol. 20, no. 7, pp. 7119-7127, Mar. 2012.
    • (2012) Opt. Exp. , vol.20 , Issue.7 , pp. 7119-7127
    • Hakala, T.1    Suomalainen, J.2    Kaasalainen, S.3    Chen, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.