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Volumn 36, Issue 5, 2006, Pages 1129-1138

Estimation of biophysical characteristics for highly variable mixed-conifer stands using small-footprint lidar

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; OPTICAL RADAR; REGRESSION ANALYSIS; STRUCTURAL ANALYSIS;

EID: 33746506688     PISSN: 00455067     EISSN: None     Source Type: Journal    
DOI: 10.1139/X06-007     Document Type: Article
Times cited : (57)

References (40)
  • 1
    • 84942737910 scopus 로고
    • Fitting autoregressive models for prediction
    • Akaike, H. 1969. Fitting autoregressive models for prediction. Ann. Inst. Stat. Math. 21: 243-247.
    • (1969) Ann. Inst. Stat. Math. , vol.21 , pp. 243-247
    • Akaike, H.1
  • 3
    • 33746518499 scopus 로고    scopus 로고
    • Estimating forest structure parameters within Fort Lewis Military Reservation using airborne laser scanner (LIDAR) data
    • Seattle, Wash., 15-17 June 2003. Edited by University of Washington, College of Forest Resources, Seattle, WA
    • Andersen, H.-E., Foster, J., and Reutebuch, S.E. 2003. Estimating forest structure parameters within Fort Lewis Military Reservation using airborne laser scanner (LIDAR) data. In Proceedings of the 2nd International Precision Forestry Symposium: Precision Forestry, Seattle, Wash., 15-17 June 2003. Edited by University of Washington, College of Forest Resources, Seattle, WA. pp. 45-53.
    • (2003) Proceedings of the 2nd International Precision Forestry Symposium: Precision Forestry , pp. 45-53
    • Andersen, H.-E.1    Foster, J.2    Reutebuch, S.E.3
  • 4
    • 12944288072 scopus 로고    scopus 로고
    • Estimating forest canopy fuel parameters using LIDAR data
    • Andersen, H.-E., McGaughey, R.J., and Reutebuch, S.E. 2005. Estimating forest canopy fuel parameters using LIDAR data. Remote Sens. Environ. 94(4): 441-449.
    • (2005) Remote Sens. Environ. , vol.94 , Issue.4 , pp. 441-449
    • Andersen, H.-E.1    McGaughey, R.J.2    Reutebuch, S.E.3
  • 6
    • 0033920011 scopus 로고    scopus 로고
    • LiDAR remote sensing for forestry
    • Dubayah, R.O., and Drake, J.B. 2000. LiDAR remote sensing for forestry. J. For. 98(6): 44-46.
    • (2000) J. For. , vol.98 , Issue.6 , pp. 44-46
    • Dubayah, R.O.1    Drake, J.B.2
  • 7
    • 0035669030 scopus 로고    scopus 로고
    • Detection of regularly spaced targets in small-footprint LIDAR data: Research issues for consideration
    • Evans, D., Roberts, S.D., McCombs, J.W., and Harrington, R.L. 2001. Detection of regularly spaced targets in small-footprint LIDAR data: research issues for consideration. Photogramm. Eng. Remote Sens. 67(10): 1133-1136.
    • (2001) Photogramm. Eng. Remote Sens. , vol.67 , Issue.10 , pp. 1133-1136
    • Evans, D.1    Roberts, S.D.2    McCombs, J.W.3    Harrington, R.L.4
  • 8
    • 11144310034 scopus 로고    scopus 로고
    • Prediction of tree height, basal area and stem volume in forest stands using airborne laser scanning
    • Holmgren, J. 2004. Prediction of tree height, basal area and stem volume in forest stands using airborne laser scanning. Scand. J. For. Res. 19: 543-553.
    • (2004) Scand. J. For. Res. , vol.19 , pp. 543-553
    • Holmgren, J.1
  • 9
    • 0037871520 scopus 로고    scopus 로고
    • Estimation of tree height and stem volume on plots using airborne laser scanning
    • Holmgren, J., Nilsson, M., and Olsson, H. 2003. Estimation of tree height and stem volume on plots using airborne laser scanning. For. Sci. 49: 419-428.
    • (2003) For. Sci. , vol.49 , pp. 419-428
    • Holmgren, J.1    Nilsson, M.2    Olsson, H.3
  • 10
    • 0036789609 scopus 로고    scopus 로고
    • Integration of lidar and Landsat ETM plus data for estimating and mapping forest canopy height
    • Hudak, A.T., Lefsky, M.A., Cohen, W.B., and Berterretche, M. 2002. Integration of lidar and Landsat ETM plus data for estimating and mapping forest canopy height. Remote Sens. Environ. 82(2-3): 397-416.
    • (2002) Remote Sens. Environ. , vol.82 , Issue.2-3 , pp. 397-416
    • Hudak, A.T.1    Lefsky, M.A.2    Cohen, W.B.3    Berterretche, M.4
  • 11
    • 0033394698 scopus 로고    scopus 로고
    • LiDAR remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests
    • Lefsky, M.A., Cohen, W.B., Acker, S.A., Parker, G.G., Spies, T.A., and Harding, D.J. 1999. LiDAR remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests. Remote Sensing of Environment. 70: 339-361.
    • (1999) Remote Sensing of Environment , vol.70 , pp. 339-361
    • Lefsky, M.A.1    Cohen, W.B.2    Acker, S.A.3    Parker, G.G.4    Spies, T.A.5    Harding, D.J.6
  • 12
    • 0035123852 scopus 로고    scopus 로고
    • An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon
    • Lefsky, M.A., Cohen, W.B., and Spies, T.A. 2001. An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon. Can. J. For. Res. 31: 78-87.
    • (2001) Can. J. For. Res. , vol.31 , pp. 78-87
    • Lefsky, M.A.1    Cohen, W.B.2    Spies, T.A.3
  • 13
    • 0036165976 scopus 로고    scopus 로고
    • LiDAR remote sensing for ecosystem studies
    • Lefsky, M., Cohen, W., Parker, G., and Harding, D. 2002. LiDAR remote sensing for ecosystem studies. Bioscience, 52(1): 19-30.
    • (2002) Bioscience , vol.52 , Issue.1 , pp. 19-30
    • Lefsky, M.1    Cohen, W.2    Parker, G.3    Harding, D.4
  • 14
    • 16344389223 scopus 로고    scopus 로고
    • Geographic variability in lidar predictions of forest stand structure in the Pacific Northwest
    • Lefsky, M.A., Hudak, A.T., Cohen, W.B., and Acker, S.A. 2005. Geographic variability in lidar predictions of forest stand structure in the Pacific Northwest. Remote Sens. Environ. 95(4): 532-548.
    • (2005) Remote Sens. Environ. , vol.95 , Issue.4 , pp. 532-548
    • Lefsky, M.A.1    Hudak, A.T.2    Cohen, W.B.3    Acker, S.A.4
  • 15
    • 1542396695 scopus 로고    scopus 로고
    • Lidar remote sensing of biophysical properties of tolerant northern hardwood forests
    • Lim, K., Treitz, P., Baldwin, K., Morrison, I., and Green, I. 2003a. Lidar remote sensing of biophysical properties of tolerant northern hardwood forests. Can. J. Remote Sens. 29(5): 658-678.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.5 , pp. 658-678
    • Lim, K.1    Treitz, P.2    Baldwin, K.3    Morrison, I.4    Green, I.5
  • 17
    • 0022927008 scopus 로고
    • Gross-merchantable timber volume estimation using an airborne LIDAR system
    • Maclean, G.A., and Krabill, W.B. 1986. Gross-merchantable timber volume estimation using an airborne LIDAR system. Can. J. Remote Sens. 12: 7-18.
    • (1986) Can. J. Remote Sens. , vol.12 , pp. 7-18
    • Maclean, G.A.1    Krabill, W.B.2
  • 18
    • 0031787612 scopus 로고    scopus 로고
    • Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators
    • Magnussen, S., and Boudewyn, P. 1998. Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators. Can. J. For. Res. 28(7): 1016-1031.
    • (1998) Can. J. For. Res. , vol.28 , Issue.7 , pp. 1016-1031
    • Magnussen, S.1    Boudewyn, P.2
  • 20
    • 0142026980 scopus 로고    scopus 로고
    • Most similar neighbour-based stand variable estimation for use in inventory by compartments in Finland
    • Maltamo, M., Malinen, J., Kangas, A., Harkonen, S., and Pasanen, A.-M. 2003. Most similar neighbour-based stand variable estimation for use in inventory by compartments in Finland. Forestry, 76(4): 449-463.
    • (2003) Forestry , vol.76 , Issue.4 , pp. 449-463
    • Maltamo, M.1    Malinen, J.2    Kangas, A.3    Harkonen, S.4    Pasanen, A.-M.5
  • 21
    • 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., Eerikainen, K., Pitkanen, J., Hyyppa, J., and Vehmas, M. 2004. Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions. Remote Sens. Environ. 90(3): 319-330.
    • (2004) Remote Sens. Environ. , vol.90 , Issue.3 , pp. 319-330
    • Maltamo, M.1    Eerikainen, K.2    Pitkanen, J.3    Hyyppa, J.4    Vehmas, M.5
  • 23
    • 0000256443 scopus 로고
    • Most similar neighbor: An improved sampling inference procedure for natural resource planning
    • Moeur, M., and Stage, A. 1995. Most similar neighbor: an improved sampling inference procedure for natural resource planning. For. Sci. 41: 337-359.
    • (1995) For. Sci. , vol.41 , pp. 337-359
    • Moeur, M.1    Stage, A.2
  • 24
    • 0030616088 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stands using airborne laser scanner data
    • Naesset, E. 1997. Determination of mean tree height of forest stands using airborne laser scanner data. ISPRS J. Photogramm. Remote Sensing. 52(2): 49-56.
    • (1997) ISPRS J. Photogramm. Remote Sensing , vol.52 , Issue.2 , pp. 49-56
    • Naesset, E.1
  • 25
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Naesset, E. 2002. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sens. Environ. 80(1): 88-99.
    • (2002) Remote Sens. Environ. , vol.80 , Issue.1 , pp. 88-99
    • Naesset, E.1
  • 26
    • 0035665443 scopus 로고    scopus 로고
    • Estimating tree heights and number of stems in young forest stands using airborne laser scanner data
    • Naesset, E., and Bjerknes, K.-O. 2001. Estimating tree heights and number of stems in young forest stands using airborne laser scanner data. Remote Sens. Environ. 78(3): 328-340.
    • (2001) Remote Sens. Environ. , vol.78 , Issue.3 , pp. 328-340
    • Naesset, E.1    Bjerknes, K.-O.2
  • 27
    • 0036144262 scopus 로고    scopus 로고
    • Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve
    • Naesset, 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(1): 105-115.
    • (2002) Remote Sens. Environ. , vol.79 , Issue.1 , pp. 105-115
    • Naesset, E.1    Okland, T.2
  • 28
    • 0024165767 scopus 로고
    • Estimating forest biomass and volume using airborne laser data
    • Nelson, R., Krabill, W., and Tonelli, J. 1988. Estimating forest biomass and volume using airborne laser data. Remote Sens. Environ. 24(2): 247-267.
    • (1988) Remote Sens. Environ. , vol.24 , Issue.2 , pp. 247-267
    • Nelson, R.1    Krabill, W.2    Tonelli, J.3
  • 29
    • 12944254332 scopus 로고    scopus 로고
    • Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data
    • Naesset, E., Bollandsas, O.M., and Gobakken, T. 2005. Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data. Remote Sens. Environ. 94(4): 541-553.
    • (2005) Remote Sens. Environ. , vol.94 , Issue.4 , pp. 541-553
    • Naesset, E.1    Bollandsas, O.M.2    Gobakken, T.3
  • 30
    • 0141942078 scopus 로고    scopus 로고
    • A multiple resource inventory of Delaware using airborne laser data
    • Nelson, R., Valenti, M.A., Short, A., Keller, C. 2003. A multiple resource inventory of Delaware using airborne laser data. Bioscience, 53(10): 981-992.
    • (2003) Bioscience , vol.53 , Issue.10 , pp. 981-992
    • Nelson, R.1    Valenti, M.A.2    Short, A.3    Keller, C.4
  • 31
    • 33746474016 scopus 로고
    • Multicollinearity, influential observations, and other topics in regression analysis - II
    • Richard D. Irwin, Inc., Homewood, Ill.
    • Neter, J., Wasserman, W., and Kutner, M.H. 1985. Multicollinearity, influential observations, and other topics in regression analysis - II. In Applied statistical linear models. 2nd ed. Richard D. Irwin, Inc., Homewood, Ill. pp. 390-393.
    • (1985) Applied Statistical Linear Models. 2nd Ed. , pp. 390-393
    • Neter, J.1    Wasserman, W.2    Kutner, M.H.3
  • 32
    • 0036229447 scopus 로고    scopus 로고
    • Predictive mapping of forest composition and structure with direct gradient analysis and nearest-neighbor imputation in coastal Oregon, USA
    • Ohman, J.L., and Gregory, J.M. 2002. Predictive mapping of forest composition and structure with direct gradient analysis and nearest-neighbor imputation in coastal Oregon, USA. Can. J. For. Res. 32: 725-741.
    • (2002) Can. J. For. Res. , vol.32 , pp. 725-741
    • Ohman, J.L.1    Gregory, J.M.2
  • 33
    • 0037445295 scopus 로고    scopus 로고
    • Accurate estimation of fores carbon stocks by 3-D remote sensing of individual trees
    • Omasa, K., Qiu, G.Y., Watanuki, K., Yoshimi, K., and Akiyama, Y. 2003. Accurate estimation of fores carbon stocks by 3-D remote sensing of individual trees. Environ. Sci. Technol. 37(6): 1198-1201.
    • (2003) Environ. Sci. Technol. , vol.37 , Issue.6 , pp. 1198-1201
    • Omasa, K.1    Qiu, G.Y.2    Watanuki, K.3    Yoshimi, K.4    Akiyama, Y.5
  • 34
    • 0003454484 scopus 로고    scopus 로고
    • Multiple regression and the general linear model
    • Edited by R.L. Ott. Wadsworth Group, Pacific Grove, Calif.
    • Ott, R.L., and Longnecker, M. 2001. Multiple regression and the general linear model. In An introduction to statistical methods and data analysis. 5th ed. Edited by R.L. Ott. Wadsworth Group, Pacific Grove, Calif. pp. 564-623.
    • (2001) An Introduction to Statistical Methods and Data Analysis. 5th Ed. , pp. 564-623
    • Ott, R.L.1    Longnecker, M.2
  • 35
    • 2942711670 scopus 로고    scopus 로고
    • An application of LiDAR in a double-sample forest inventory
    • Parker, R.C., and Evans, D.L. 2004. An application of LiDAR in a double-sample forest inventory. West. J. Appl. For. 19(2): 95-101.
    • (2004) West. J. Appl. For. , vol.19 , Issue.2 , pp. 95-101
    • Parker, R.C.1    Evans, D.L.2
  • 38
    • 12344278385 scopus 로고    scopus 로고
    • Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry
    • Suarez, J.C., Ontiveros, C., Smith, S., and Snape, S. 2005. Use of airborne LiDAR and aerial photography in the estimation of individual tree heights in forestry. Comput. Geosci. 31(2): 253-262.
    • (2005) Comput. Geosci. , vol.31 , Issue.2 , pp. 253-262
    • Suarez, J.C.1    Ontiveros, C.2    Smith, S.3    Snape, S.4
  • 39
    • 84963178774 scopus 로고
    • Further analysis of the data by Akaike's information criterion and the finite corrections
    • Suguira, N. 1978. Further analysis of the data by Akaike's information criterion and the finite corrections. Commun. Stat. A, 7: 13-26.
    • (1978) Commun. Stat. A , vol.7 , pp. 13-26
    • Suguira, N.1


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