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Volumn 88, Issue 3, 2014, Pages 304-316

Assessing height changes in a highly structured forest using regularly acquired aerial image data

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL SURVEY; CANOPY ARCHITECTURE; FIELD SURVEY; FOREST INVENTORY; HEIGHT; MIXED FOREST; REMOTE SENSING; SPATIOTEMPORAL ANALYSIS; STAND STRUCTURE; STEREO IMAGE; SUCCESSION; VIGOR;

EID: 84937439362     PISSN: 0015752X     EISSN: 14643626     Source Type: Journal    
DOI: 10.1093/forestry/cpu050     Document Type: Article
Times cited : (46)

References (72)
  • 1
    • 4644325350 scopus 로고
    • The principles of forest yield study: Studies in the organic production, structure, increment and yield of forest stands
    • Assmann, E. (1970). The Principles of Forest Yield Study: Studies in the Organic Production, Structure, Increment and Yield of Forest Stands. PergamonPress, 506 p
    • (1970) PergamonPress , pp. 506
    • Assmann, E.1
  • 3
    • 84937469800 scopus 로고    scopus 로고
    • ICP Forests Manual on Methods and Criteria for Harmonized Sampling, Assessment, Monitoring and Analysis of the Effects of Air Pollution on Forests: International Co-operative Programme on Assessment and Monitoring of Air Pollution Effects on Forests (ICP Forests Fischer, R., Lorenz M., Ferretti, M., Granke, O., Mues V. and König, N. (eds). Johann Heinrich von Thünen Inst., Inst. for World Forestry
    • Beuker, E., Raspe, S., Bastrup-Birk, A., and Preuhsler, T. (2010). Phenological observations. Manual part VI. In ICP Forests Manual on Methods and Criteria for Harmonized Sampling, Assessment, Monitoring and Analysis of the Effects of Air Pollution on Forests: International Co-operative Programme on Assessment and Monitoring of Air Pollution Effects on Forests (ICP Forests). Fischer, R., Lorenz, M., Ferretti, M., Granke, O., Mues, V. and König, N. (eds). Johann Heinrich von Thünen Inst., Inst. for World Forestry
    • (2010) Phenological Observations Manual Part VI
    • Beuker, E.1    Raspe, S.2    Bastrup-Birk, A.3    Preuhsler, T.4
  • 4
    • 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., and Fransson, J.E.S. (2012). Forest variable estimation using photogrammetric matching of digital aerial images in combination with a high-resolution DEM. Scan. J. For. Res. 27, 692-699
    • (2012) Scan. J. For. Res , vol.27 , pp. 692-699
    • Bohlin, J.1    Wallerman, J.2    Fransson, J.E.S.3
  • 6
    • 84874724621 scopus 로고    scopus 로고
    • Detection of biomass change in a norwegian mountain forest area using small footprint airborne laser scanner data
    • Bollandså s, O.M., Gregoire, T.G., Næsset, E., and Oyen, B.-H. (2013). Detection of biomass change in a Norwegian mountain forest area using small footprint airborne laser scanner data. Stat. Methods Appl. 22, 113-129
    • (2013) Stat. Methods Appl , vol.22 , pp. 113-129
    • Bollandsås, O.M.1    Gregoire, T.G.2    Næsset, E.3    Oyen, B.-H.4
  • 8
    • 66349119289 scopus 로고    scopus 로고
    • Extensions and evaluations of a general quantitative theory of forest structure and dynamics
    • Enquist, B.J., West, G.B., and Brown, J.H. (2009). Extensions and evaluations of a general quantitative theory of forest structure and dynamics. Proc. Natl Acad. Sci. USA 106, 7046-7051
    • (2009) Proc. Natl Acad. Sci. USA , vol.106 , pp. 7046-7051
    • Enquist, B.J.1    West, G.B.2    Brown, J.H.3
  • 10
    • 84865250653 scopus 로고    scopus 로고
    • Multiray photogrammetry and dense image matching
    • 05-09 September 2013, Stuttgart, Germany. Fritsch D. (ed). Wichmann Verlag
    • Haala, N. (2011). Multiray photogrammetry and dense image matching. In Proceedings of the 53rd Photogrammetric Week. 05-09 September 2013, Stuttgart, Germany. Fritsch, D. (ed). Wichmann Verlag, pp. 185-195
    • (2011) Proceedings of the 53rd Photogrammetric Week , pp. 185-195
    • Haala, N.1
  • 11
    • 84902525382 scopus 로고    scopus 로고
    • The landscape of dense image matching algorithms
    • 09-13 September 2013, Stuttgart, Germany. Fritsch D. (ed). Wichmann Verlag
    • Haala, N. (2013). The landscape of dense image matching algorithms. In Proceedings of the 54th Photogrammetric Week. 09-13 September 2013, Stuttgart, Germany. Fritsch, D. (ed). Wichmann Verlag, pp. 271-284
    • (2013) Proceedings of the 54th Photogrammetric Week , pp. 271-284
    • Haala, N.1
  • 13
    • 34548489372 scopus 로고    scopus 로고
    • Single tree detection in very high resolution remote sensing data
    • Hirschmugl, M., Ofner, M., Raggam, J., and Schardt, M. (2007). Single tree detection in very high resolution remote sensing data. Remote Sens. Environ. 110, 533-544
    • (2007) Remote Sens. Environ , vol.110 , pp. 533-544
    • Hirschmugl, M.1    Ofner, M.2    Raggam, J.3    Schardt, M.4
  • 14
    • 37549015676 scopus 로고    scopus 로고
    • Stereo processing by semiglobal matching and mutual information
    • Hirschmüller, H. (2008). Stereo processing by Semiglobal matching and mutual information. IEEE Trans. Pattern Anal. Mach. Intell. 30, 328-341
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell , vol.30 , pp. 328-341
    • Hirschmüller, H.1
  • 15
    • 84863009675 scopus 로고    scopus 로고
    • Semi-global matching-motivation, developments and applications
    • Fritsch D. (ed
    • Hirschmüller, H. (2011). Semi-global matching-motivation, developments and applications. In Proceedings of the 53rd Photogrammetric Week. Fritsch, D. (ed), pp. 5-11
    • (2011) Proceedings of the 53rd Photogrammetric Week , pp. 5-11
    • Hirschmüller, H.1
  • 16
    • 84861557378 scopus 로고    scopus 로고
    • Accuracy assessment of digital surface models based on worldview-2 and ads80 stereo remote sensing data
    • Hobi, M.L., and Ginzler, C. (2012). Accuracy assessment of digital surface models based on WorldView-2 and ADS80 stereo remote sensing data. Sensors 12, 6347-6368
    • (2012) Sensors , vol.12 , pp. 6347-6368
    • Hobi, M.L.1    Ginzler, C.2
  • 17
    • 84905501712 scopus 로고    scopus 로고
    • Outlook for the next generation's precision forestry in Finland
    • Holopainen, M., Vastaranta, M., and Hyyppä, J. (2014). Outlook for the next generation's precision forestry in Finland. Forests 5, 1682-1694
    • (2014) Forests , vol.5 , pp. 1682-1694
    • Holopainen, M.1    Vastaranta, M.2    Hyyppä, J.3
  • 18
    • 39749101783 scopus 로고    scopus 로고
    • The uncertainty in conifer plantation growth prediction from multi-Temporal lidar datasets
    • Hopkinson, C., Chasmer, L., and Hall, R. (2008). The uncertainty in conifer plantation growth prediction from multi-Temporal lidar datasets. Remote Sens. Environ. 112, 1168-1180
    • (2008) Remote Sens. Environ , vol.112 , pp. 1168-1180
    • Hopkinson, C.1    Chasmer, L.2    Hall, R.3
  • 21
    • 11144351588 scopus 로고    scopus 로고
    • Factors affecting object-oriented forest growth estimates obtained using laser scanning
    • Hyyppä, J., Xiaowei, Y., Rönnholm, P., and Kaartinen, H. (2003). Factors affecting object-oriented forest growth estimates obtained using laser scanning. Photogramm. J. Finland 18, 16-31
    • (2003) Photogramm. J. Finland , vol.18 , pp. 16-31
    • Hyyppä, J.1    Xiaowei, Y.2    Rönnholm, P.3    Kaartinen, H.4
  • 22
    • 2942538886 scopus 로고    scopus 로고
    • Canopy height changes of an old-growth evergreen broad-leaved forest analyzed with digital elevation models
    • Itaya, A., Miura, M., and Yamamoto, S.-I. (2004). Canopy height changes of an old-growth evergreen broad-leaved forest analyzed with digital elevation models. For. Ecol. Manag. 194, 403-411
    • (2004) For. Ecol. Manag , vol.194 , pp. 403-411
    • Itaya, A.1    Miura, M.2    Yamamoto, S.-I.3
  • 24
    • 84919776740 scopus 로고    scopus 로고
    • Joanneum Research. (accessed on 14 February, 2014
    • Joanneum Research (2014). Remote Sensing Software Package Graz. http://dib.joanneum.at/rsg/ (accessed on 14 February, 2014
    • (2014) Remote Sensing Software Package Graz
  • 25
    • 32644464372 scopus 로고    scopus 로고
    • Appraisal ofthemeanheightof treesbymeans of image matching of digitised aerial photographs
    • Korpela, I.andAnttila, P.2004Appraisal ofthemeanheightof treesbymeans of image matching of digitised aerial photographs. Photogramm. J. Finland 19, 23-36
    • (2004) Photogramm. J. Finland , vol.19 , pp. 23-36
    • Korpela, I.1    Anttila, P.2
  • 33
    • 0034666586 scopus 로고    scopus 로고
    • An investigation of the potential of digital photogrammetry to provide measurements of forest characteristics and abiotic damage
    • Miller, D.R., Quine, C.P., and Hadley, W. (2000). An investigation of the potential of digital photogrammetry to provide measurements of forest characteristics and abiotic damage. For. Ecol. Manag. 135, 279-288
    • (2000) For. Ecol. Manag , vol.135 , pp. 279-288
    • Miller, D.R.1    Quine, C.P.2    Hadley, W.3
  • 35
    • 84912091275 scopus 로고    scopus 로고
    • Assessing biodiversity by airborne laser scanning
    • Maltamo M., Næsset, E., and Vauhkonen, J. (eds Springer
    • Müller, J., and Vierling, K. (2014). Assessing biodiversity by airborne laser scanning. In Forestry Applications of Airborne Laser Scanning. Maltamo, M., Næsset, E., and Vauhkonen, J. (eds). Springer, pp. 357-374
    • (2014) Forestry Applications of Airborne Laser Scanning , pp. 357-374
    • Müller, J.1    Vierling, K.2
  • 37
    • 0030616088 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stands using airborne laser scanner data
    • Næsset, E. (1997). Determination of mean tree height of forest stands using airborne laser scanner data. ISPRS J. Photogramm.RemoteSens. 52, 49-56
    • (1997) ISPRS J. Photogramm.RemoteSens , vol.52 , pp. 49-56
    • Næsset, E.1
  • 38
    • 18644373349 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stands by digital photogrammetry
    • Næsset, E. (2002). Determination of mean tree height of forest stands by digital photogrammetry. Scan. J. For. Res. 17, 446-459
    • (2002) Scan. J. For. Res , vol.17 , pp. 446-459
    • Næsset, E.1
  • 39
    • 21444438315 scopus 로고    scopus 로고
    • Estimating forest growth using canopy metrics derived from airborne laser scanner data
    • Næsset, E., and Gobakken, T. (2005). Estimating forest growth using canopy metrics derived from airborne laser scanner data. Remote Sens. Environ. 96, 453-465
    • (2005) Remote Sens. Environ , vol.96 , pp. 453-465
    • Næsset, E.1    Gobakken, T.2
  • 40
    • 0036144262 scopus 로고    scopus 로고
    • Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve
    • Næsset, E., and Okland, T. (2002). Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve. Remote Sens. Environ. 79, 105-115
    • (2002) Remote Sens. Environ , vol.79 , pp. 105-115
    • Næsset, E.1    Okland, T.2
  • 41
    • 0021439548 scopus 로고
    • Determining forest canopy characteristicsusing airborne laserdata
    • Nelson, R., Krabill, W., and MacLean, G. (1984). Determining forest canopy characteristicsusing airborne laserdata. Remote Sens. Environ.15, 201-212
    • (1984) Remote Sens. Environ , vol.15 , pp. 201-212
    • Nelson, R.1    Krabill, W.2    MacLean, G.3
  • 42
    • 0029666686 scopus 로고    scopus 로고
    • Estimation of tree heights and stand volume using an airborne lidar system
    • Nilsson, M. (1996). Estimation of tree heights and stand volume using an airborne lidar system. Remote Sens. Environ. 56, 1-7
    • (1996) Remote Sens. Environ , vol.56 , pp. 1-7
    • Nilsson, M.1
  • 43
    • 0025626173 scopus 로고
    • Indicators for monitoring biodiversity: A hierarchical approach
    • Noss, R.F. (1990). Indicators for monitoring biodiversity: a hierarchical approach. Conserv. Biol. 4, 355-364
    • (1990) Conserv. Biol , vol.4 , pp. 355-364
    • Noss, R.F.1
  • 44
    • 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., and Honkavaara, E. (2013). Performance of dense digital surface models based on image matching in the estimation of plot-level forest variables. ISPRS J. Photogramm. Remote Sens. 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
  • 46
    • 84884490228 scopus 로고    scopus 로고
    • Probabilistic range image integration for dsm and true-orthophoto generation
    • Kämäräinen, J.-K., and Koskela M. (eds Springer
    • Rumpler, M., Wendel, A., and Bischof, H. (2013). Probabilistic range image integration for DSM and true-orthophoto generation. In Image Analysis. Kämäräinen, J.-K., and Koskela, M. (eds). Springer, pp. 533-544
    • (2013) Image Analysis , pp. 533-544
    • Rumpler, M.1    Wendel, A.2    Bischof, H.3
  • 48
    • 41149160909 scopus 로고    scopus 로고
    • Forest site productivity: A review of the evolution of dendrometric concepts for even-Aged stands
    • Skovsgaard, J.P., and Vanclay, J.K. (2008). Forest site productivity: a review of the evolution of dendrometric concepts for even-Aged stands. Forestry 81, 13-31
    • (2008) Forestry , vol.81 , pp. 13-31
    • Skovsgaard, J.P.1    Vanclay, J.K.2
  • 49
    • 84919766432 scopus 로고    scopus 로고
    • Using semi-global matching point clouds to estimate growing stock at the plot and stand levels: Application for a broadleaf-dominated forest in central Europe
    • Stepper, C., Straub, C., and Pretzsch, H. (2015). Using semi-global matching point clouds to estimate growing stock at the plot and stand levels: application for a broadleaf-dominated forest in central Europe. Can. J. For. Res. 45, 111-123
    • (2015) Can. J. For. Res , vol.45 , pp. 111-123
    • Stepper, C.1    Straub, C.2    Pretzsch, H.3
  • 50
    • 0012457713 scopus 로고    scopus 로고
    • Measuring forest canopy height using a combination of lidar and aerial photography data
    • St-Onge, B., and Achaichia, N. (2001). Measuring forest canopy height using a combination of lidar and aerial photography data. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 34, 131-137
    • (2001) Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci , vol.34 , pp. 131-137
    • St-Onge, B.1    Achaichia, N.2
  • 51
    • 33845395420 scopus 로고    scopus 로고
    • Assessing forest gap dynamics and growth using multi-Temporal laser-scanner data
    • St-Onge, B., and Vepakomma, U. (2004). Assessing forest gap dynamics and growth using multi-Temporal laser-scanner data. Power 140, 173-178
    • (2004) Power , vol.140 , pp. 173-178
    • St-Onge, B.1    Vepakomma, U.2
  • 52
    • 11244323977 scopus 로고    scopus 로고
    • Measuring individual tree height using a combination of stereophotogrammetry and lidar
    • St-Onge, B., Jumelet, J., Cobello, M., and Véga, C. (2004). Measuring individual tree height using a combination of stereophotogrammetry and lidar. Can. J. For. Res. 34, 2122-2130
    • (2004) Can. J. For. Res , vol.34 , pp. 2122-2130
    • St-Onge, B.1    Jumelet, J.2    Cobello, M.3    Véga, C.4
  • 53
    • 40049096781 scopus 로고    scopus 로고
    • Mapping the height and aboveground biomass of a mixed forest using lidar and stereo ikonos images
    • St-Onge, B., Hu, Y., and Vega, C. (2008). Mapping the height and aboveground biomass of a mixed forest using lidar and stereo Ikonos images. Int. J. Remote Sens. 29, 1277-1294
    • (2008) Int. J. Remote Sens , vol.29 , pp. 1277-1294
    • St-Onge, B.1    Hu, Y.2    Vega, C.3
  • 54
    • 46249105500 scopus 로고    scopus 로고
    • Mapping canopy height using a combination of digital stereo-photogrammetry and lidar
    • St-Onge, B., Vega, C., Fournier, R.A., and Hu, Y. (2008). Mapping canopy height using a combination of digital stereo-photogrammetry and lidar. Int. J. Remote Sens. 29, 3343-3364
    • (2008) Int. J. Remote Sens , vol.29 , pp. 3343-3364
    • St-Onge, B.1    Vega, C.2    Fournier, R.A.3    Hu, Y.4
  • 55
    • 84880941471 scopus 로고    scopus 로고
    • MitteilungendesDVWe.V Gesellschaft für Geodäsie, Geoinformation und Landmanagement
    • Stöbel, W.2009DieBayernbefliegungwird digital. MitteilungendesDVWe.V. Gesellschaft für Geodäsie, Geoinformation und Landmanagement, 69-84. http://www.dvw-bayern.de/modules.php?name=wirueberuns& pa=show page& pid=247
    • (2009) DieBayernbefliegungwird Digital , pp. 69-84
    • Stöbel, W.1
  • 56
    • 77957816972 scopus 로고    scopus 로고
    • Using airborne laser scanner data and cir orthophotos to estimate the stem volume of forest stands
    • Straub, C., Dees, M., Weinacker, H., and Koch, B. (2009). Using airborne laser scanner data and CIR orthophotos to estimate the stem volume of forest stands. Photogramm. Fernerkund. Geoinf. 2009, 277-287
    • (2009) Photogramm. Fernerkund. Geoinf , vol.2009 , pp. 277-287
    • Straub, C.1    Dees, M.2    Weinacker, H.3    Koch, B.4
  • 57
    • 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. andWaser, L.T. (2013). Potential of UltraCamX stereo images for estimating timber volume and basal area at the plot level in mixed European forests. Can. J. For. Res. 43, 731-741
    • (2013) Can. J. For. Res , vol.43 , pp. 731-741
    • Straub, C.1    Stepper, C.2    Seitz, R.3    Waser, L.T.4
  • 58
    • 84882265302 scopus 로고    scopus 로고
    • Assessment of cartosat-1 and worldview-2 stereo imagery in combination with a lidar-dtm for timber volume estimation in a highly structured forest in Germany
    • Straub, C., Tian, J., Seitz, R., and Reinartz, P. (2013). Assessment of Cartosat-1 and WorldView-2 stereo imagery in combination with a LiDAR-DTM for timber volume estimation in a highly structured forest in Germany. Forestry 86, 463-473
    • (2013) Forestry , vol.86 , pp. 463-473
    • Straub, C.1    Tian, J.2    Seitz, R.3    Reinartz, P.4
  • 60
    • 84889569770 scopus 로고    scopus 로고
    • Airborne laser scanning and digital stereo imagery measures of forest structure: Comparative results and implications to forest mapping and inventory update
    • Vastaranta, M., Wulder, M.A., White, J.C., Pekkarinen, A., Tuominen, S., Ginzler, C., et al. (2013). Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update. Can. J. Remote Sens. 39, 382-395
    • (2013) Can. J. Remote Sens , vol.39 , pp. 382-395
    • Vastaranta, M.1    Wulder, M.A.2    White, J.C.3    Pekkarinen, A.4    Tuominen, S.5    Ginzler, C.6
  • 61
    • 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
    • Véga, 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 Sens. Environ. 112, 1784-1794
    • (2008) Remote Sens. Environ , vol.112 , pp. 1784-1794
    • Véga, C.1    St-Onge, B.2
  • 64
    • 41449092362 scopus 로고    scopus 로고
    • Assessing changes of forest area and shrub encroachment in a mire ecosystem using digital surface models and cir aerial images
    • Waser, L., Baltsavias, E., Ecker, K., Eisenbeiss, H., Feldmeyer-Christe, E., Ginzler, C., et al. (2008). Assessing changes of forest area and shrub encroachment in a mire ecosystem using digital surface models and CIR aerial images. Remote Sens. Environ. 112, 1956-1968
    • (2008) Remote Sens. Environ , vol.112 , pp. 1956-1968
    • Waser, L.1    Baltsavias, E.2    Ecker, K.3    Eisenbeiss, H.4    Feldmeyer-Christe, E.5    Ginzler, C.6
  • 65
    • 84873185339 scopus 로고    scopus 로고
    • Influence of vegetation structure on lidar-derived canopy height and fractional cover in forested riparian buffers during leaf-off and leaf-on conditions
    • Wasser, L., Day, R., Chasmer, L., Taylor, A., and Schumann, G.J.-P. (2013). Influence of vegetation structure on lidar-derived canopy height and fractional cover in forested riparian buffers during leaf-off and leaf-on conditions. PLoS ONE 8, e54776
    • (2013) PLoS ONE , vol.8 , pp. e54776
    • Wasser, L.1    Day, R.2    Chasmer, L.3    Taylor, A.4    Schumann, G.J.-P.5
  • 66
    • 66349084438 scopus 로고    scopus 로고
    • A general quantitative theory of forest structure and dynamics
    • West, G.B., Enquist, B.J., and Brown, J.H. (2009). A general quantitative theory of forest structure and dynamics. Proc. Natl Acad. Sci. USA 106, 7040-7045
    • (2009) Proc. Natl Acad. Sci. USA , vol.106 , pp. 7040-7045
    • West, G.B.1    Enquist, B.J.2    Brown, J.H.3
  • 68
    • 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. andWoods, M. (2013). The utility of image-based point clouds for forest inventory: a comparison with airborne laser scanning. Forests 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
  • 69
    • 2342525333 scopus 로고    scopus 로고
    • Automatic detection of harvested trees and determination of forest growth using airborne laser scanning
    • Yu, X., Hyyppä, J., Kaartinen, H., and Maltamo, M. (2004). Automatic detection of harvested trees and determination of forest growth using airborne laser scanning. Remote Sens. Environ. 90, 451-462
    • (2004) Remote Sens. Environ , vol.90 , pp. 451-462
    • Yu, X.1    Hyyppä, J.2    Kaartinen, H.3    Maltamo, M.4
  • 70
    • 33845467400 scopus 로고    scopus 로고
    • Change detection techniques for canopy height growth measurements using airborne laser scanner data
    • Yu, X., Hyyppa, J., Kukko, A., Maltamo, M., and Kaartinen, H. (2006). Change detection techniques for canopy height growth measurements using airborne laser scanner data. Photogramm. Eng. Remote Sens. 72, 1339-1348
    • (2006) Photogramm. Eng. Remote Sens , vol.72 , pp. 1339-1348
    • Yu, X.1    Hyyppa, J.2    Kukko, A.3    Maltamo, M.4    Kaartinen, H.5
  • 71
    • 40049104340 scopus 로고    scopus 로고
    • Obtaining plotwise mean height and volume growth in boreal forests using multitemporal laser surveys and various change detection techniques
    • Yu, X., Hyyppä, J., Kaartinen, H., Maltamo, M., and Hyyppä, H. (2008). Obtaining plotwise mean height and volume growth in boreal forests using multitemporal laser surveys and various change detection techniques. Int. J. Remote Sens. 29, 1367-1386
    • (2008) Int. J. Remote Sens , vol.29 , pp. 1367-1386
    • Yu, X.1    Hyyppä, J.2    Kaartinen, H.3    Maltamo, M.4    Hyyppä, H.5
  • 72
    • 24644472453 scopus 로고    scopus 로고
    • The application of digital photogrammetry and image analysis techniques to derive tree and stand characteristics
    • Zagalikis, G., Cameron, A.D., and Miller, D.R. (2005). The application of digital photogrammetry and image analysis techniques to derive tree and stand characteristics. Can. J. For. Res. 35, 1224-1237
    • (2005) Can. J. For. Res , vol.35 , pp. 1224-1237
    • Zagalikis, G.1    Cameron, A.D.2    Miller, D.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.