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Volumn 39, Issue 5, 2013, Pages 382-395

Airborne laser scanning and digital stereo imagery measures of forest structure: Comparative results and implications to forest mapping and inventory update

Author keywords

[No Author keywords available]

Indexed keywords

AIRBORNE LASER SCANNING; DIGITAL SURFACE MODELS; DIGITAL TERRAIN MODEL; FOREST STRUCTURAL ATTRIBUTES; FORESTRY APPLICATIONS; GROUND SURFACE ELEVATION; HIGH SPATIAL RESOLUTION; THREEDIMENSIONAL (3-D);

EID: 84889569770     PISSN: 07038992     EISSN: 17127971     Source Type: Journal    
DOI: 10.5589/m13-046     Document Type: Article
Times cited : (182)

References (47)
  • 1
    • 0032794143 scopus 로고    scopus 로고
    • A comparison between photogrammetry and laser scanning
    • doi: 10.1016/S0924-2716(99)00014-3
    • Baltsavias, E. 1999. A comparison between photogrammetry and laser scanning. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 54, pp. 83-94. doi: 10.1016/S0924-2716(99)00014-3.
    • (1999) ISPRS Journal of Photogrammetry and Remote Sensing , vol.54 , pp. 83-94
    • Baltsavias, E.1
  • 2
    • 40049094037 scopus 로고    scopus 로고
    • High-quality image matching and automated generation of 3D tree models
    • doi: 10.1080/01431160701736513
    • Baltsavias, E., Gruen, A., Eisenbeiss, H., Zhang, L., and Waser, L.T. 2008. High-quality image matching and automated generation of 3D tree models. International Journal of Remote Sensing, Vol. 29, pp. 1243-1259. doi: 10.1080/01431160701736513.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 1243-1259
    • Baltsavias, E.1    Gruen, A.2    Eisenbeiss, H.3    Zhang, L.4    Waser, L.T.5
  • 3
    • 84866767554 scopus 로고    scopus 로고
    • Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution DEM
    • doi: 10.1080/02827581. 2012.686625
    • Bohlin, J., Wallerman, J., and Fransson, J.E.S. 2012. Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution DEM. Scandinavian Journal of Forest Research, Vol. 27, No. 7, pp. 692-699. doi: 10.1080/02827581. 2012.686625.
    • (2012) Scandinavian Journal of Forest Research , vol.27 , Issue.7 , pp. 692-699
    • Bohlin, J.1    Wallerman, J.2    Fransson, J.E.S.3
  • 4
    • 75149122295 scopus 로고    scopus 로고
    • Prediction of species specific forest inventory attributes using a nonparametric semi-individual tree crown approach based on fused airborne laser scanning and multispectral data
    • doi: 10.1016/j.rse.2009. 12.004
    • Breidenbach, J., Næsset, E., Lien, V., Gobakken, T., and Solberg, S. 2010. Prediction of species specific forest inventory attributes using a nonparametric semi-individual tree crown approach based on fused airborne laser scanning and multispectral data. Remote Sensing of Environment, Vol. 114, No. 4, pp. 911-924. doi: 10.1016/j.rse.2009. 12.004.
    • (2010) Remote Sensing of Environment , vol.114 , Issue.4 , pp. 911-924
    • Breidenbach, J.1    Næsset, E.2    Lien, V.3    Gobakken, T.4    Solberg, S.5
  • 5
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • doi: 10.1023/A:1010933404324
    • Breiman, L. 2001. Random forests. Machine Learning, Vol. 45, No. 1, pp. 5-32. doi: 10.1023/A:1010933404324.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 40549143397 scopus 로고    scopus 로고
    • YaImpute: An R package for kNN imputation
    • Crookston, N.L., and Finley, A.O. 2008. yaImpute: An R package for kNN imputation. Journal of Statistical Software, Vol. 23, No. 10, pp. 1-16.
    • (2008) Journal of Statistical Software , vol.23 , Issue.10 , pp. 1-16
    • Crookston, N.L.1    Finley, A.O.2
  • 7
    • 67549136030 scopus 로고    scopus 로고
    • New approaches to generating and processing high resolution elevation data with imagery
    • In. Edited by D. Fritch. Wichmann Verlag, Heidelberg, Germany
    • DeVenecia, K., Walker, S., and Zhang, B. 2007. New approaches to generating and processing high resolution elevation data with imagery. In Photogrammetric Week '07. Edited by D. Fritch. Wichmann Verlag, Heidelberg, Germany. pp. 297-308.
    • (2007) Photogrammetric Week '07 , pp. 297-308
    • DeVenecia, K.1    Walker, S.2    Zhang, B.3
  • 8
    • 77049116290 scopus 로고    scopus 로고
    • Landscape-scale parameterization of a tree-level forest growth model: A k-NN imputation approach incorporating LiDAR data
    • doi: 10.1139/X09-183
    • Falkowski, M., Hudak, A., Crookston, N., Gessler, P., and Smith A. 2010. Landscape-scale parameterization of a tree-level forest growth model: a k-NN imputation approach incorporating LiDAR data. Canadian Journal of Forest Research, Vol. 40, pp. 184-199. doi: 10.1139/X09-183.
    • (2010) Canadian Journal of Forest Research , vol.40 , pp. 184-199
    • Falkowski, M.1    Hudak, A.2    Crookston, N.3    Gessler, P.4    Smith, A.5
  • 9
    • 0042711013 scopus 로고    scopus 로고
    • Longterm canopy dynamics analysed by aerial photographs in a temperate old-growth evergreen broad-leaved forest
    • doi: 10.1046/j.1365-2745.2003.00796.x
    • Fujita, T., Itaya, A., Miura, M., Manabe, T., and Yamamoto, S. 2003 Longterm canopy dynamics analysed by aerial photographs in a temperate old-growth evergreen broad-leaved forest. Journal of Ecology, Vol. 91, pp. 686-693. doi: 10.1046/j.1365-2745.2003.00796.x.
    • (2003) Journal of Ecology , vol.91 , pp. 686-693
    • Fujita, T.1    Itaya, A.2    Miura, M.3    Manabe, T.4    Yamamoto, S.5
  • 10
    • 0036827775 scopus 로고    scopus 로고
    • 3D model-based tree measurement from high-resolution aerial imagery
    • Gong, P., Sheng, Y., and Biging, G.S. 2002. 3D model-based tree measurement from high-resolution aerial imagery. Photogrammetric Engineering and Remote Sensing, Vol. 68, No. 11, pp. 1203-1212.
    • (2002) Photogrammetric Engineering and Remote Sensing , vol.68 , Issue.11 , pp. 1203-1212
    • Gong, P.1    Sheng, Y.2    Biging, G.S.3
  • 11
    • 84858305515 scopus 로고    scopus 로고
    • Development and status of image matching in photogrammetry
    • doi: 10.1111/j.1477-9730.2011.00671.x
    • Gruen, A. 2012. Development and status of image matching in photogrammetry. The Photogrammetric Record, Vol. 27, No. 137, pp. 36-57. doi: 10.1111/j.1477-9730.2011.00671.x.
    • (2012) The Photogrammetric Record , vol.27 , Issue.137 , pp. 36-57
    • Gruen, A.1
  • 14
    • 77958469525 scopus 로고    scopus 로고
    • Performance of airborne laser scanning and aerial photograph-based statistical and textural features in forest variable estimation
    • In 17-19 September, Edited by R.A. Hill, J. Rosette, and J. Suárez). Heriot-Watt University, Edinburgh
    • Holopainen, M., Haapanen, R., Tuominen, S., and Viitala, R. 2008. Performance of airborne laser scanning and aerial photograph-based statistical and textural features in forest variable estimation. In Proceedings of SilviLaser 2008: 8th International Conference on LiDAR Applications in Forest Assessment and Inventory, 17-19 September, Edited by R.A. Hill, J. Rosette, and J. Suárez). Heriot-Watt University, Edinburgh. pp. 105-112.
    • (2008) Proceedings of SilviLaser 2008: 8th International Conference on LiDAR Applications in Forest Assessment and Inventory , pp. 105-112
    • Holopainen, M.1    Haapanen, R.2    Tuominen, S.3    Viitala, R.4
  • 15
    • 84877644076 scopus 로고    scopus 로고
    • Automatic storm damage detection in forests using high-altitude photogrammetric imagery
    • doi: 10.3390/rs5031405
    • Honkavaara, E., Litkey, P., and Nurminen, K. 2013. Automatic storm damage detection in forests using high-altitude photogrammetric imagery. Remote Sensing, Vol. 5, pp. 1405-1424. doi: 10.3390/rs5031405.
    • (2013) Remote Sensing , vol.5 , pp. 1405-1424
    • Honkavaara, E.1    Litkey, P.2    Nurminen, K.3
  • 16
    • 41249100721 scopus 로고    scopus 로고
    • Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data
    • doi: 10.1016/j.rse.2007.10.009
    • Hudak, A., Crookston, N., Evans, J., Hall, D., and Falkowski, M. 2008. Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data. Remote Sensing of Environment, Vol. 112, No. 5, pp. 2232-2245. doi: 10.1016/j.rse.2007.10.009.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.5 , pp. 2232-2245
    • Hudak, A.1    Crookston, N.2    Evans, J.3    Hall, D.4    Falkowski, M.5
  • 19
    • 80053257875 scopus 로고    scopus 로고
    • Airborne discrete-return LIDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index
    • doi: 10.1016/j.rse.2010.12.011
    • Korhonen, L., Korpela, I., Heiskanen, J., and Maltamo, M. 2011. Airborne discrete-return LIDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index. Remote Sensing of Environment, Vol. 115, No. 4, pp. 1065-1080. doi: 10.1016/j.rse.2010.12.011.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.4 , pp. 1065-1080
    • Korhonen, L.1    Korpela, I.2    Heiskanen, J.3    Maltamo, M.4
  • 20
    • 0002039879 scopus 로고
    • Taper curve and volume functions for pine, spruce and birch
    • Laasasenaho, J. 1982. Taper curve and volume functions for pine, spruce and birch. Communicationes Institute Forestalis Fenniae, Vol. 108, pp. 1-74.
    • (1982) Communicationes Institute Forestalis Fenniae , vol.108 , pp. 1-74
    • Laasasenaho, J.1
  • 21
    • 77957768057 scopus 로고    scopus 로고
    • Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: Application of multiple optical/LiDAR-derived predictors
    • doi: 10.1093/forestry/cpq022
    • Latifi, H., Nothdurft, A., and Koch, B. 2010. Non-parametric prediction and mapping of standing timber volume and biomass in a temperate forest: application of multiple optical/LiDAR-derived predictors. Forestry, Vol. 83, No. 4, pp. 395-407. doi: 10.1093/forestry/cpq022.
    • (2010) Forestry , vol.83 , Issue.4 , pp. 395-407
    • Latifi, H.1    Nothdurft, A.2    Koch, B.3
  • 23
    • 33646849465 scopus 로고    scopus 로고
    • Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register data
    • doi: 10.1139/x05-246
    • Maltamo, M., Malinen, J., Packalén, P., Suvanto, A., and Kangas, J. 2006. Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register data. Canadian Journal of Forest Research, Vol. 36, pp. 426-436. doi: 10.1139/x05-246.
    • (2006) Canadian Journal of Forest Research , vol.36 , pp. 426-436
    • Maltamo, M.1    Malinen, J.2    Packalén, P.3    Suvanto, A.4    Kangas, J.5
  • 24
    • 77955061568 scopus 로고    scopus 로고
    • Using remotely sensed data to construct and assess forest attribute maps and related spatial products
    • doi: 10.1080/02827581.2010.497496
    • McRoberts, R., Cohen, W., Næsset, E., Stehman, S., and Tomppo, E. 2010. Using remotely sensed data to construct and assess forest attribute maps and related spatial products. Scandinavian Journal of Forest Research, Vol. 254, pp. 340-367. doi: 10.1080/02827581.2010.497496.
    • (2010) Scandinavian Journal of Forest Research , vol.254 , pp. 340-367
    • McRoberts, R.1    Cohen, W.2    Næsset, E.3    Stehman, S.4    Tomppo, E.5
  • 25
    • 0035624680 scopus 로고    scopus 로고
    • Spatial resolution implications of digitising aerial photography for environmental applications
    • Nelson, T., Wulder, M.A., and Niemann, K.O. 2001. Spatial resolution implications of digitising aerial photography for environmental applications. The Journal of Imaging Science, Vol. 49, pp. 223-232.
    • (2001) The Journal of Imaging Science , vol.49 , pp. 223-232
    • Nelson, T.1    Wulder, M.A.2    Niemann, K.O.3
  • 26
    • 0029666686 scopus 로고    scopus 로고
    • Estimation of tree heights and stand volume using an airborne LiDAR system
    • doi: 10.1016/0034-4257(95)00224-3
    • Nilsson, M. 1996. Estimation of tree heights and stand volume using an airborne LiDAR system. Remote Sensing of Environment, Vol. 56, pp. 1-7. doi: 10.1016/0034-4257(95)00224-3.
    • (1996) Remote Sensing of Environment , vol.56 , pp. 1-7
    • Nilsson, M.1
  • 27
  • 28
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • doi: 10.1016/S0034-4257(01)00290-5
    • Næsset, E. 2002a. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sensing of Environment, Vol. 80, pp. 88-99. doi: 10.1016/S0034-4257(01)00290-5.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 88-99
    • Næsset, E.1
  • 29
    • 18644373349 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stand by digital photogrammetry
    • Næsset, E. 2002b. Determination of mean tree height of forest stand by digital photogrammetry. Scandinavian Journal of Forest Research, Vol. 15, No. 5, pp. 446-459.
    • (2002) Scandinavian Journal of Forest Research , vol.15 , Issue.5 , pp. 446-459
    • Næsset, E.1
  • 30
    • 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
    • Næsset, E. 2007. Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia. Scandinavian Journal of Forest Research, Vol. 22, pp. 433-442. doi: 10.1080/02827580701672147.
    • (2007) Scandinavian Journal of Forest Research , vol.22 , pp. 433-442
    • Næsset, E.1
  • 32
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Core Team. Vienna, Austria. ISBN 3-900051-07-0, URL
    • R Core Team 2012. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL: http://www.R-project.org/.
    • (2012) R Foundation for Statistical Computing
  • 33
    • 61349101376 scopus 로고    scopus 로고
    • An adaptable simulation framework for multiscale forest resource data
    • doi: 10.1016/ j.compag.2008.12.007
    • Rasinmäki, J., Kalliovirta, J., and Mäkinen, A. 2009. An adaptable simulation framework for multiscale forest resource data. Computers and Electronics in Agriculture, Vol. 66, No. 1, pp. 76-84. doi: 10.1016/ j.compag.2008.12.007.
    • (2009) Computers and Electronics in Agriculture , vol.66 , Issue.1 , pp. 76-84
    • Rasinmäki, J.1    Kalliovirta, J.2    Mäkinen, A.3
  • 34
    • 56649114411 scopus 로고    scopus 로고
    • Biomass equations for birch in Finland
    • Repola, J. 2008. Biomass equations for birch in Finland. Silva Fennica, Vol. 42, pp. 605-624.
    • (2008) Silva Fennica , vol.42 , pp. 605-624
    • Repola, J.1
  • 35
    • 70350702693 scopus 로고    scopus 로고
    • Biomass equations for Scots pine and Norway spruce in Finland
    • Repola, J. 2009. Biomass equations for Scots pine and Norway spruce in Finland. Silva Fennica, Vol. 43, pp. 625-647.
    • (2009) Silva Fennica , vol.43 , pp. 625-647
    • Repola, J.1
  • 36
    • 11244323977 scopus 로고    scopus 로고
    • Measuring individual tree height using a combination of stereophotogrammetry and lidar
    • doi: 10.1139/x04-093
    • St-Onge, B., Jumelet, J., Cobello, M., and Vėga, C. 2004. Measuring individual tree height using a combination of stereophotogrammetry and lidar. Canadian Journal of Forest Research, Vol. 34, pp. 2122-2130. doi: 10.1139/x04-093.
    • (2004) Canadian Journal of Forest Research , vol.34 , pp. 2122-2130
    • St-Onge, B.1    Jumelet, J.2    Cobello, M.3    Vega, C.4
  • 37
    • 46249105500 scopus 로고    scopus 로고
    • Mapping canopy height using a combination of digital stereo-photogrammetry and lidar
    • doi: 10.1080/01431160701469040
    • St-Onge, B., Vėga, C., Fournier, R.A., and Hu, Y. 2008. Mapping canopy height using a combination of digital stereo-photogrammetry and lidar. International Journal of Remote Sensing, Vol. 29, No. 11, pp. 3343-3364. doi: 10.1080/01431160701469040.
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.11 , pp. 3343-3364
    • St-Onge, B.1    Vega, C.2    Fournier, R.A.3    Hu, Y.4
  • 38
    • 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
    • in press
    • Straub, C., Stepper, C., Seitz, R., and Waser, L. 2013. Potential of UltraCamX stereo images for estimating timber volume and basal area at the plot level in mixed European forests. Canadian Journal of Forest Research, in press.
    • (2013) Canadian Journal of Forest Research
    • Straub, C.1    Stepper, C.2    Seitz, R.3    Waser, L.4
  • 39
    • 77953496205 scopus 로고    scopus 로고
    • Retreival of forest structural parameters using LiDAR remote sensing
    • doi: 10.1007/s10342-010-0381-4
    • van Leeuwen, M., and Nieuwenhuis, M. 2010. Retreival of forest structural parameters using LiDAR remote sensing. European Journal of Forest Research, Vol. 129, pp. 749-770. doi: 10.1007/s10342-010-0381-4.
    • (2010) European Journal of Forest Research , vol.129 , pp. 749-770
    • van Leeuwen, M.1    Nieuwenhuis, M.2
  • 40
  • 41
    • 77949492502 scopus 로고    scopus 로고
    • Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics
    • doi: 10.1016/j.rse.2010.01.016
    • Vauhkonen, J., Korpela, I., Maltamo, M., and Tokola, T. 2010. Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics. Remote Sensing of Environment, Vol. 114, No. 6, 1263-1276. doi: 10.1016/j.rse.2010.01.016.
    • (2010) Remote Sensing of Environment , vol.114 , Issue.6 , pp. 1263-1276
    • Vauhkonen, J.1    Korpela, I.2    Maltamo, M.3    Tokola, T.4
  • 42
    • 40649083023 scopus 로고    scopus 로고
    • Height growth reconstruction of a boreal forest canopy over a period of 58 years using a combination of photogrammetric and lidar models
    • doi: 10.1016/j.rse.2007.09.002
    • Vėga, C., and St-Onge, B. 2008. Height growth reconstruction of a boreal forest canopy over a period of 58 years using a combination of photogrammetric and lidar models. Remote Sensing of Environment, Vol. 112, pp. 1784-1794. doi: 10.1016/j.rse.2007.09.002.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 1784-1794
    • Vega, C.1    St-Onge, B.2
  • 43
    • 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., and Woods, M. 2013. The utility of image-based point clouds for forest inventory: A comparison with airborne laser scanning. Forests, Vol. 4, pp. 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
  • 45
    • 33845467400 scopus 로고    scopus 로고
    • Change detection techniques for canopy height growth measurements using airborne laser scanning data
    • Yu, X., Hyyppä, J., Kukko, A., Maltamo, M., and Kaartinen, H. 2006. Change detection techniques for canopy height growth measurements using airborne laser scanning data. Photogrammetric Engineering and Remote Sensing, Vol. 72, No. 12, pp. 1339-1348.
    • (2006) Photogrammetric Engineering and Remote Sensing , vol.72 , Issue.12 , pp. 1339-1348
    • Yu, X.1    Hyyppä, J.2    Kukko, A.3    Maltamo, M.4    Kaartinen, H.5
  • 46
    • 84860389358 scopus 로고    scopus 로고
    • Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes
    • doi: 10.3390/rs2061481
    • Yu, X., Hyyppä, J., Holopainen, M., and Vastaranta, M. 2010. Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes. Remote Sensing, Vol. 2, No. 6, pp. 1481-1495. doi: 10.3390/rs2061481.
    • (2010) Remote Sensing , vol.2 , Issue.6 , pp. 1481-1495
    • Yu, X.1    Hyyppä, J.2    Holopainen, M.3    Vastaranta, M.4
  • 47
    • 78650726103 scopus 로고    scopus 로고
    • Predicting individual tree attributes from airborne laser point clouds based on random forest technique
    • doi: 10.1016/j.isprsjprs. 2010.08.003
    • Yu, X., Hyyppä, J., Vastaranta, M., Holopainen, M., and Viitala, R. 2011. Predicting individual tree attributes from airborne laser point clouds based on random forest technique. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 66, No. 1, pp. 28-37. doi: 10.1016/j.isprsjprs. 2010.08.003.
    • (2011) ISPRS Journal of Photogrammetry and Remote Sensing , vol.66 , Issue.1 , pp. 28-37
    • Yu, X.1    Hyyppä, J.2    Vastaranta, M.3    Holopainen, M.4    Viitala, R.5


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