메뉴 건너뛰기




Volumn 25, Issue 4, 2010, Pages 340-367

Using remotely sensed data to construct and assess forest attribute maps and related spatial products

Author keywords

Accuracy assessment; Change detection; Inference; Lidar; Prediction

Indexed keywords

ACCURACY ASSESSMENT; CHANGE DETECTION; EMERGING TOPICS; FOREST RESEARCH; FOREST SUSTAINABILITY; INFERENTIAL METHODS; INFORMATION SOURCES; INVENTORY COSTS; LIDAR APPLICATIONS; LIDAR DATA; MODEL-BASED; NEW DIMENSIONS; NON-PARAMETRIC; PREDICTION TECHNIQUES; REMOTELY SENSED DATA; STATISTICAL CLASSIFICATION; STATISTICAL INFERENCE; TOPIC AREAS;

EID: 77955061568     PISSN: 02827581     EISSN: 16511891     Source Type: Journal    
DOI: 10.1080/02827581.2010.497496     Document Type: Review
Times cited : (115)

References (236)
  • 1
    • 0026359172 scopus 로고
    • A quantitative relationship between forest growth rates and Thematic Mapper reflectance measurements
    • Ahern, F. J., Erdle, T., MacLean, D. A. & Kneppeck, I. D. (1991). A quantitative relationship between forest growth rates and Thematic Mapper reflectance measurements. International Journal of Remote Sensing, 12, 387-400.
    • (1991) International Journal of Remote Sensing , vol.12 , pp. 387-400
    • Ahern, F.J.1    Erdle, T.2    Maclean, D.A.3    Kneppeck, I.D.4
  • 2
    • 58149179861 scopus 로고    scopus 로고
    • A quality assessment of airborne laser scanner data. International Archives of Photogrammetry
    • (Part 3/W13)
    • Ahokas, E., Kaartinen, H. & Hyyppä, J. (2003). A quality assessment of airborne laser scanner data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 34(Part 3/W13), 1-7.
    • (2003) Remote Sensing and Spatial Information Sciences , vol.34 , pp. 1-7
    • Ahokas, E.1    Kaartinen, H.2    Hyyppä, J.3
  • 3
    • 64749115483 scopus 로고    scopus 로고
    • Statistical properties of mean stand biomass estimators in a LIDAR-bases double sampling forest survey design
    • Espoo, Finland, September 12-14, 2007. IAPRS, Part 3/W52
    • Andersen, H.-E. & Breidenbach, J. (2007). Statistical properties of mean stand biomass estimators in a LIDAR-bases double sampling forest survey design. Proceedings of the ISPRS Workshop Laser Scanning 2007 and SilviLaser 2007, Espoo, Finland, September 12-14, 2007. IAPRS, Vol. XXXVI (Part 3/W52, pp. 8-13).
    • (2007) Proceedings of The ISPRS Workshop Laser Scanning 2007 and SilviLaser 2007 , vol.XXXVI , pp. 8-13
    • Andersen, H.-E.1    Breidenbach, J.2
  • 4
    • 70449729453 scopus 로고    scopus 로고
    • Tropical forest carbon assessment: Integrating satellite and airborne mapping approaches
    • 034009
    • Asner, G. (2009). Tropical forest carbon assessment: Integrating satellite and airborne mapping approaches. Environmental Research Letters, 4, 034009.
    • (2009) Environmental Research Letters , vol.4
    • Asner, G.1
  • 5
    • 58249132746 scopus 로고    scopus 로고
    • Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys
    • Baffetta, F., Fattorini, L., Franceschi, S. & Corona, P. (2009). Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys. Remote Sensing of Environment, 11, 463-475.
    • (2009) Remote Sensing of Environment , vol.11 , pp. 463-475
    • Baffetta, F.1    Fattorini, L.2    Franceschi, S.3    Corona, P.4
  • 8
  • 9
    • 38949104824 scopus 로고    scopus 로고
    • Measures of spatial forest structure derived from airborne laser data are associated with natural regeneration patterns in an uneven-aged spruce forest
    • Bollandsås, O. M., Holt Hanssen, K., Marthiniussen, S. & Næsset, E. (2008). Measures of spatial forest structure derived from airborne laser data are associated with natural regeneration patterns in an uneven-aged spruce forest. Forest Ecology and Management, 255, 953-961.
    • (2008) Forest Ecology and Management , vol.255 , pp. 953-961
    • Bollandsås, O.M.1    Holt Hanssen, K.2    Marthiniussen, S.3    Næsset, E.4
  • 11
    • 22744443311 scopus 로고    scopus 로고
    • Modelling relationships between birds and vegetation structure using airborne LiDAR data: A review with case studies from agricultural and woodland environments
    • Bradbury, R. B., Hill, R. A., Mason, D. C., Hinsley, S. A., Wilson, J. D., Baltzer, H., et al. (2005). Modelling relationships between birds and vegetation structure using airborne LiDAR data: A review with case studies from agricultural and woodland environments. Ibis, 147, 443-452.
    • (2005) Ibis , vol.147 , pp. 443-452
    • Bradbury, R.B.1    Hill, R.A.2    Mason, D.C.3    Hinsley, S.A.4    Wilson, J.D.5    Baltzer, H.6
  • 12
    • 40049112421 scopus 로고    scopus 로고
    • Quantifying the influence of slope, aspect, crown shape and stem density on the estimation of tree height at plot level using Lidar and InSAR data
    • Breidenbach, J., Koch, B., Kändler, G. & Kleusberg, A. (2008). Quantifying the influence of slope, aspect, crown shape and stem density on the estimation of tree height at plot level using Lidar and InSAR data. International Journal of Remote Sensing, 29, 1511-1536.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 1511-1536
    • Breidenbach, J.1    Koch, B.2    Kändler, G.3    Kleusberg, A.4
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. (2001). Random forests. Machine Learning, 45, 5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 14
    • 0041382385 scopus 로고    scopus 로고
    • Retrieved from, [Accessed 6 July 2010]
    • Breiman, L. & Cutler, A. (2010). Random forests. Retrieved from http://www.stat.berkeley.edu/ breiman/RandomForests/cc_software.htm [Accessed 6 July 2010]
    • (2010) Random Forests
    • Breiman, L.1    Cutler, A.2
  • 15
    • 84980107734 scopus 로고
    • Ratio estimation in finite populations: Some results deductible from the assumption of an underlying stochastic process
    • Brewer, K. R. W. (1963). Ratio estimation in finite populations: Some results deductible from the assumption of an underlying stochastic process. Australian Journal of Statistics, 5, 93-105.
    • (1963) Australian Journal of Statistics , vol.5 , pp. 93-105
    • Brewer, K.R.W.1
  • 17
    • 0742302380 scopus 로고    scopus 로고
    • Quantifying mortality of tropical rain forest trees using high-spatial-resolution satellite data
    • Clark, D. B., Castro, C. S., Alvarado, L. D. A. & Read, J. M. (2004). Quantifying mortality of tropical rain forest trees using high-spatial-resolution satellite data, Ecology Letters, 7, 52-59.
    • (2004) Ecology Letters , vol.7 , pp. 52-59
    • Clark, D.B.1    Castro, C.S.2    Alvarado, L.D.A.3    Read, J.M.4
  • 19
  • 20
    • 0003089791 scopus 로고    scopus 로고
    • Comparison of methods for detecting conifer forest change with Thematic Mapper imagery
    • In R. S. Lunetta, & C. D. Elvidge (Eds.), Chelsea, MI: Ann Arbor Press
    • Cohen, W. B. & Fiorella, M. (1998). Comparison of methods for detecting conifer forest change with Thematic Mapper imagery. In R. S. Lunetta, & C. D. Elvidge (Eds.), Remote sensing change detection: Environmental monitoring methods and applications (pp. 89-102). Chelsea, MI: Ann Arbor Press.
    • (1998) Remote Sensing Change Detection: Environmental Monitoring Methods and Applications , pp. 89-102
    • Cohen, W.B.1    Fiorella, M.2
  • 21
    • 0031960249 scopus 로고    scopus 로고
    • An efficient and accurate method for mapping forest clearcuts in the Pacific Northwest using Landsat imagery
    • Cohen, W. B., Fiorella, M., Gray, J., Helmer, E. & Anderson, K. (1998). An efficient and accurate method for mapping forest clearcuts in the Pacific Northwest using Landsat imagery. Photogrammetric Engineering and Remote Sensing, 64, 293-300.
    • (1998) Photogrammetric Engineering and Remote Sensing , vol.64 , pp. 293-300
    • Cohen, W.B.1    Fiorella, M.2    Gray, J.3    Helmer, E.4    Anderson, K.5
  • 22
    • 2942621978 scopus 로고    scopus 로고
    • Landsat's role in ecological applications of remote sensing
    • Cohen, W. B. & Goward, S. N. (2004). Landsat's role in ecological applications of remote sensing. BioScience, 54, 535-545.
    • (2004) BioScience , vol.54 , pp. 535-545
    • Cohen, W.B.1    Goward, S.N.2
  • 23
    • 0036523453 scopus 로고    scopus 로고
    • Characterizing 23 years (19721995) of stand replacement disturbance in western Oregon forests with Landsat imagery
    • Cohen, W. B., Spies, T. A., Alig, R. J., Oetter, D. R., Maiersperger, T. K. & Fiorella, M. (2002). Characterizing 23 years (19721995) of stand replacement disturbance in western Oregon forests with Landsat imagery. Ecosystems, 5, 122-137.
    • (2002) Ecosystems , vol.5 , pp. 122-137
    • Cohen, W.B.1    Spies, T.A.2    Alig, R.J.3    Oetter, D.R.4    Maiersperger, T.K.5    Fiorella, M.6
  • 24
    • 0028792962 scopus 로고
    • Estimating the age and structure of forests in a multi-ownership landscape of western Oregon, USA
    • Cohen, W. B., Spies, T. A. & Fiorella, M. (1995). Estimating the age and structure of forests in a multi-ownership landscape of western Oregon, USA. International Journal of Remote Sensing, 16, 721-746.
    • (1995) International Journal of Remote Sensing , vol.16 , pp. 721-746
    • Cohen, W.B.1    Spies, T.A.2    Fiorella, M.3
  • 26
    • 34248202084 scopus 로고    scopus 로고
    • Estimating canopy structure of Douglas-fir forest stands from discrete-return liDAR
    • Coops, N. C., Hilker, T., Wulder, M. A., St-Onge, B., Newnham, G., Siggis, A. & Trofymow, J. A. (2007). Estimating canopy structure of Douglas-fir forest stands from discrete-return liDAR. Trees, 21, 295-310.
    • (2007) Trees , vol.21 , pp. 295-310
    • Coops, N.C.1    Hilker, T.2    Wulder, M.A.3    St-Onge, B.4    Newnham, G.5    Siggis, A.6    Trofymow, J.A.7
  • 28
    • 55549124544 scopus 로고    scopus 로고
    • Area-based lidar-assisted estimation of forest standing volume
    • Corona, P. & Fattorini, L. (2008). Area-based lidar-assisted estimation of forest standing volume. Canadian Journal of Forest Research, 38, 2911-2916.
    • (2008) Canadian Journal of Forest Research , vol.38 , pp. 2911-2916
    • Corona, P.1    Fattorini, L.2
  • 29
    • 0021643961 scopus 로고
    • Application of the tasseled cap concept to simulated Thematic Mapper data
    • Crist, E. P. & Cicone, R. C. (1984). Application of the tasseled cap concept to simulated Thematic Mapper data. Photogrammetric Engineering and Remote Sensing, 50, 343-352.
    • (1984) Photogrammetric Engineering and Remote Sensing , vol.50 , pp. 343-352
    • Crist, E.P.1    Cicone, R.C.2
  • 30
    • 0033394291 scopus 로고    scopus 로고
    • Towards an annual national inventory
    • Czaplewski, R. (1999). Towards an annual national inventory. Journal of Forestry, 12, 44-48.
    • (1999) Journal of Forestry , vol.12 , pp. 44-48
    • Czaplewski, R.1
  • 31
    • 1942482715 scopus 로고    scopus 로고
    • Accuracy assessment of maps of forest condition: Statistical design and methodological considerations
    • In M. A. Wulder, & S. E. Franklin (Eds.), Boston, MA: Kluwer
    • Czaplewski, R. L. (2003). Accuracy assessment of maps of forest condition: Statistical design and methodological considerations. In M. A. Wulder, & S. E. Franklin (Eds.), Remote sensing of forest environments: Concepts and case studies (pp. 115-140). Boston, MA: Kluwer.
    • (2003) Remote Sensing of Forest Environments: Concepts and Case Studies , pp. 115-140
    • Czaplewski, R.L.1
  • 32
    • 0026614562 scopus 로고
    • Calibration of remotely sensed proportion or area estimates for misclassification error
    • Czaplewski, R. L. & Catts, G. P. (1992). Calibration of remotely sensed proportion or area estimates for misclassification error. Remote Sensing of Environment, 39, 29-43.
    • (1992) Remote Sensing of Environment , vol.39 , pp. 29-43
    • Czaplewski, R.L.1    Catts, G.P.2
  • 33
    • 0027334350 scopus 로고
    • Factors affecting the remotely sensed response of coniferous forest plantations
    • Danson, F. M. & Curran, P. J. (1993). Factors affecting the remotely sensed response of coniferous forest plantations. Remote Sensing of Environment, 43, 55-65.
    • (1993) Remote Sensing of Environment , vol.43 , pp. 55-65
    • Danson, F.M.1    Curran, P.J.2
  • 34
    • 33645307763 scopus 로고
    • Statistical inference I
    • In S. Kotz, & N. L. Johnson (Eds.), New York: Wiley
    • Dawid, A. P. (1983). Statistical inference I. In S. Kotz, & N. L. Johnson (Eds.), Encyclopedia of statistical sciences, Vol. 4 (pp. 89-105). New York: Wiley.
    • (1983) Encyclopedia of Statistical Sciences , vol.4 , pp. 89-105
    • Dawid, A.P.1
  • 35
    • 34248390977 scopus 로고    scopus 로고
    • Agreement and kappa-type indices
    • De Mast, J. (2007). Agreement and kappa-type indices. The American Statistician, 61, 148-153.
    • (2007) The American Statistician , vol.61 , pp. 148-153
    • de Mast, J.1
  • 36
    • 0037334132 scopus 로고    scopus 로고
    • Remote sensing estimates of boreal and temperate forest woody biomass: Carbon pools, sources, and sinks
    • Dong, J., Kaufmann, R. K., Myneni, R. B., Tucker, C. J., Kauppi, P. E., Liski, J., et al. (2003). Remote sensing estimates of boreal and temperate forest woody biomass: Carbon pools, sources, and sinks. Remote Sensing of Environment, 84, 393-410.
    • (2003) Remote Sensing of Environment , vol.84 , pp. 393-410
    • Dong, J.1    Kaufmann, R.K.2    Myneni, R.B.3    Tucker, C.J.4    Kauppi, P.E.5    Liski, J.6
  • 37
    • 0036328045 scopus 로고    scopus 로고
    • Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest
    • Drake, J. B., Dubayah, R. O., Knox, R. G., Clark, D. B. & Blair, J. G. (2002). Sensitivity of large-footprint lidar to canopy structure and biomass in a neotropical rainforest. Remote Sensing of Environment, 81, 378-392.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 378-392
    • Drake, J.B.1    Dubayah, R.O.2    Knox, R.G.3    Clark, D.B.4    Blair, J.G.5
  • 38
    • 0037355708 scopus 로고    scopus 로고
    • Above-ground biomass estimation in closed canopy Neotropical forests using lidar remote sensing: Factors affecting the generality of relationships
    • Drake, J. B., Knox, R. G., Dubayah, R. O., Clark, D. B., Condit, R., Blair, J. B. & Hofton, M. (2003). Above-ground biomass estimation in closed canopy Neotropical forests using lidar remote sensing: Factors affecting the generality of relationships. Global Ecology and Biogeography, 12, 147-159.
    • (2003) Global Ecology and Biogeography , vol.12 , pp. 147-159
    • Drake, J.B.1    Knox, R.G.2    Dubayah, R.O.3    Clark, D.B.4    Condit, R.5    Blair, J.B.6    Hofton, M.7
  • 39
    • 70350046427 scopus 로고    scopus 로고
    • Estimating forest canopy height and terrain relief from GLAS waveform metrics
    • Duncanson, L. I., Niemann, K. O. & Wulder, M. A. (2009). Estimating forest canopy height and terrain relief from GLAS waveform metrics. Remote Sensing of Environment, 114,138-154.
    • (2009) Remote Sensing of Environment , vol.114 , pp. 138-154
    • Duncanson, L.I.1    Niemann, K.O.2    Wulder, M.A.3
  • 40
    • 0027642187 scopus 로고
    • Long sequence time series evaluation using standardized principal components
    • Eastman, J. R. & Fulk, M. (1993). Long sequence time series evaluation using standardized principal components. Photogrammetric Engineering and Remote Sensing, 59, 1307-1312.
    • (1993) Photogrammetric Engineering and Remote Sensing , vol.59 , pp. 1307-1312
    • Eastman, J.R.1    Fulk, M.2
  • 42
    • 11144327505 scopus 로고    scopus 로고
    • Comparing stand inventories based on photo interpretation and laser scanning by means of cost-plus-loss analyses
    • Eid, T., Gobakken, T. & Næsset, E. (2004). Comparing stand inventories based on photo interpretation and laser scanning by means of cost-plus-loss analyses. Scandinavian Journal of Forest Research, 19, 512-523.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 512-523
    • Eid, T.1    Gobakken, T.2    Næsset, E.3
  • 44
    • 67349085788 scopus 로고    scopus 로고
    • Mapping insect defoliation in Scots pine with MODIS time-series data
    • Eklundh, L., Johansson, T. & Solberg, S. (2009). Mapping insect defoliation in Scots pine with MODIS time-series data. Remote Sensing of Environment, 113, 1566-1573.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1566-1573
    • Eklundh, L.1    Johansson, T.2    Solberg, S.3
  • 45
    • 75149145494 scopus 로고    scopus 로고
    • Fusion of LiDAR and imagery for estimating forest canopy fuels
    • Erdody, T. L. & Moskal, L. M. (2010). Fusion of LiDAR and imagery for estimating forest canopy fuels. Remote Sensing of Environment, 114, 725-737.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 725-737
    • Erdody, T.L.1    Moskal, L.M.2
  • 46
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G. M. (2002). Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80, 185-201.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 47
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
    • Foody, G. M. (2004). Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy. Photogrammetric Engineering and Remote Sensing, 70, 627-633.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , pp. 627-633
    • Foody, G.M.1
  • 48
    • 0037986221 scopus 로고    scopus 로고
    • Predictive relations of tropical forest biomass from Landsat TM data and their transferability between regions
    • Foody, G. M., Boyd, D. S. & Cutler, M. E. J. (2003). Predictive relations of tropical forest biomass from Landsat TM data and their transferability between regions. Remote Sensing of Environment, 85, 463-474.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 463-474
    • Foody, G.M.1    Boyd, D.S.2    Cutler, M.E.J.3
  • 50
    • 0034753134 scopus 로고    scopus 로고
    • Evaluating errors in a digital vegetation map with forest inventory data and accuracy assessment using fuzzy sets
    • Franklin, J., Beardsley, D., Gordon, H., Simons, D. K. & Rogan, J. M. (2001). Evaluating errors in a digital vegetation map with forest inventory data and accuracy assessment using fuzzy sets. Transactions in GIS, 5, 285-304.
    • (2001) Transactions In GIS , vol.5 , pp. 285-304
    • Franklin, J.1    Beardsley, D.2    Gordon, H.3    Simons, D.K.4    Rogan, J.M.5
  • 51
    • 5444261574 scopus 로고    scopus 로고
    • Multitemporal mapping of burned forest over Canada using satellite-based change metrics
    • Fraser, R. H., Fernandes, R. & Latifovic, R. (2003). Multitemporal mapping of burned forest over Canada using satellite-based change metrics. Geocarto International, 18, 37-47.
    • (2003) Geocarto International , vol.18 , pp. 37-47
    • Fraser, R.H.1    Fernandes, R.2    Latifovic, R.3
  • 52
    • 33746932125 scopus 로고    scopus 로고
    • On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance
    • Gao, F., Masek, J., Schwaller, M. & Hall, F. (2006). On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance. IEEE Transactions on Geoscience and Remote Sensing, 44, 2207-2218.
    • (2006) IEEE Transactions On Geoscience and Remote Sensing , vol.44 , pp. 2207-2218
    • Gao, F.1    Masek, J.2    Schwaller, M.3    Hall, F.4
  • 53
    • 0028972047 scopus 로고
    • Effects of forest cover, terrain, and scale on timber volume estimation with Thematic Mapper data in a Rocky Mountain site
    • Gemmell, F. M. (1995). Effects of forest cover, terrain, and scale on timber volume estimation with Thematic Mapper data in a Rocky Mountain site. Remote Sensing of Environment, 51, 291-305.
    • (1995) Remote Sensing of Environment , vol.51 , pp. 291-305
    • Gemmell, F.M.1
  • 54
    • 11144304495 scopus 로고    scopus 로고
    • Estimation of diameter and basal area distributions in coniferous forest by means of airborne laser scanner data
    • Gobakken, T. & Næsset, E. (2004). Estimation of diameter and basal area distributions in coniferous forest by means of airborne laser scanner data. Scandinavian Journal of Forest Research, 19, 529-542.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 529-542
    • Gobakken, T.1    Næsset, E.2
  • 55
    • 29944446530 scopus 로고    scopus 로고
    • Weibull and percentile models for lidar-based estimation of basal area distribution
    • Gobakken, T. & Næsset, E. (2005). Weibull and percentile models for lidar-based estimation of basal area distribution. Scandinavian Journal of Forest Research, 20, 490-502.
    • (2005) Scandinavian Journal of Forest Research , vol.20 , pp. 490-502
    • Gobakken, T.1    Næsset, E.2
  • 56
    • 66249108899 scopus 로고    scopus 로고
    • Assessing effects of positioning errors and sample plot size in biophysical stand properties derived from airborne laser scanner data
    • Gobakken, T. & Næsset, E. (2009). Assessing effects of positioning errors and sample plot size in biophysical stand properties derived from airborne laser scanner data. Canadian Journal of Forest Research, 39, 1036-1052.
    • (2009) Canadian Journal of Forest Research , vol.39 , pp. 1036-1052
    • Gobakken, T.1    Næsset, E.2
  • 59
    • 0028167349 scopus 로고
    • Theory and methods for accuracy assessment of thematic maps using fuzzy sets
    • Gopal, S. & Woodcock, C. (1994). Theory and methods for accuracy assessment of thematic maps using fuzzy sets. Photogrammetric Engineering and Remote Sensing, 60, 181-188.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 181-188
    • Gopal, S.1    Woodcock, C.2
  • 60
    • 84946645525 scopus 로고
    • Comparison of North and South American biomes from AVHRR observations
    • Goward, S. N., Dye, D., Kerber, A. & Kalb, V. (1987). Comparison of North and South American biomes from AVHRR observations. Geocarto International, 2, 27-39.
    • (1987) Geocarto International , vol.2 , pp. 27-39
    • Goward, S.N.1    Dye, D.2    Kerber, A.3    Kalb, V.4
  • 61
    • 0022220683 scopus 로고
    • North American vegetation patterns observed with the NOAA-7 Advanced Very High Resolution Radiometer
    • Goward, S. N., Tucker, C. J. & Dye, D. G. (1985). North American vegetation patterns observed with the NOAA-7 Advanced Very High Resolution Radiometer. Vegetatio, 64, 3-14.
    • (1985) Vegetatio , vol.64 , pp. 3-14
    • Goward, S.N.1    Tucker, C.J.2    Dye, D.G.3
  • 62
    • 56449102943 scopus 로고    scopus 로고
    • Habitat assessment for forest dwelling species using LiDAR remote sensing: Capercaillie in the Alps
    • Graf, R. F., Mathys, L. & Bollmann, K. (2009). Habitat assessment for forest dwelling species using LiDAR remote sensing: Capercaillie in the Alps. Forest Ecology and Management, 257, 160-167.
    • (2009) Forest Ecology and Management , vol.257 , pp. 160-167
    • Graf, R.F.1    Mathys, L.2    Bollmann, K.3
  • 63
    • 0042922571 scopus 로고    scopus 로고
    • Inference for superpopulation parameters using sample surveys
    • Graubard, B. I. & Korn, E. L. (2002). Inference for superpopulation parameters using sample surveys. Statistical Science, 17, 73-96.
    • (2002) Statistical Science , vol.17 , pp. 73-96
    • Graubard, B.I.1    Korn, E.L.2
  • 64
    • 0032194277 scopus 로고    scopus 로고
    • Design-based and model-based inference: Appreciating the difference
    • Gregoire, T. (1998). Design-based and model-based inference: Appreciating the difference. Canadian Journal of Forest Research, 28, 1429-1447.
    • (1998) Canadian Journal of Forest Research , vol.28 , pp. 1429-1447
    • Gregoire, T.1
  • 67
    • 0026000769 scopus 로고
    • Large-scale patterns in forest succession as determined by remote sensing
    • Hall, F. G., Botkin, D. B., Strebel, D. E., Woods, K. D. & Goetz, S. J. (1991). Large-scale patterns in forest succession as determined by remote sensing. Ecology, 72, 628-640.
    • (1991) Ecology , vol.72 , pp. 628-640
    • Hall, F.G.1    Botkin, D.B.2    Strebel, D.E.3    Woods, K.D.4    Goetz, S.J.5
  • 69
    • 21044455792 scopus 로고    scopus 로고
    • Detecting long-term global forest change using continuous fields of tree-cover maps from 8-km Advanced Very High Resolution Radiometer (AVHRR) data for the years 1982-99
    • Hansen, M. C. & DeFries, R. S. (2004). Detecting long-term global forest change using continuous fields of tree-cover maps from 8-km Advanced Very High Resolution Radiometer (AVHRR) data for the years 1982-99. Ecosystems, 7, 695-716.
    • (2004) Ecosystems , vol.7 , pp. 695-716
    • Hansen, M.C.1    Defries, R.S.2
  • 70
    • 0242494415 scopus 로고    scopus 로고
    • Global percent tree cover at a spatial resolution of 500 meters: First results of the MODIS Vegetation Continuous Fields algorithm
    • Hansen, M. C., DeFries, R. S., Townshend, J. R. G., Carroll, M., Dimiceli, C. & Sohlberg, R. A. (2003). Global percent tree cover at a spatial resolution of 500 meters: First results of the MODIS Vegetation Continuous Fields algorithm. Earth Interactions, 7, 1-15.
    • (2003) Earth Interactions , vol.7 , pp. 1-15
    • Hansen, M.C.1    Defries, R.S.2    Townshend, J.R.G.3    Carroll, M.4    Dimiceli, C.5    Sohlberg, R.A.6
  • 71
  • 73
    • 29344451449 scopus 로고    scopus 로고
    • ICESat waveform measurements of within-footprint topographic relief and vegetation vertical structure
    • Harding, D. J. & Carajabal, C. C. (2005). ICESat waveform measurements of within-footprint topographic relief and vegetation vertical structure. Geophysical Research Letters, 32, L21-S10.
    • (2005) Geophysical Research Letters , vol.32
    • Harding, D.J.1    Carajabal, C.C.2
  • 74
    • 33845624654 scopus 로고    scopus 로고
    • Spatial, spectral and temporal patterns of tropical forest cover change as observed with multiple scales of optical satellite data
    • Hayes, D. J. & Cohen, W. B. (2007). Spatial, spectral and temporal patterns of tropical forest cover change as observed with multiple scales of optical satellite data. Remote Sensing of Environment, 106, 1-16.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 1-16
    • Hayes, D.J.1    Cohen, W.B.2
  • 75
    • 39749138705 scopus 로고    scopus 로고
    • Estimating proportional change in forest cover as a continuous variable from multi-year MODIS data
    • Hayes, D. J., Cohen, W. B., Sader, S. A. & Irwin, D. E. (2008). Estimating proportional change in forest cover as a continuous variable from multi-year MODIS data. Remote Sensing of Environment, 112, 735-749.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 735-749
    • Hayes, D.J.1    Cohen, W.B.2    Sader, S.A.3    Irwin, D.E.4
  • 76
    • 0034862605 scopus 로고    scopus 로고
    • Change detection techniques for monitoring forest clearing and regrowth in a tropical moist forest
    • Hayes, D. J. & Sader, S. A. (2001). Change detection techniques for monitoring forest clearing and regrowth in a tropical moist forest. Photogrammetric Engineering and Remote Sensing, 67,1067-1075.
    • (2001) Photogrammetric Engineering and Remote Sensing , vol.67 , pp. 1067-1075
    • Hayes, D.J.1    Sader, S.A.2
  • 77
    • 33344471787 scopus 로고    scopus 로고
    • Application of two regression-based methods to estimate the effects of partial harvest on forest structure using Landsat data
    • Healey, S. P., Zhiqiang, Y., Cohen, W. B. & Pierce, J. (2006). Application of two regression-based methods to estimate the effects of partial harvest on forest structure using Landsat data. Remote Sensing of Environment, 101, 115-126.
    • (2006) Remote Sensing of Environment , vol.101 , pp. 115-126
    • Healey, S.P.1    Zhiqiang, Y.2    Cohen, W.B.3    Pierce, J.4
  • 78
    • 0036242572 scopus 로고    scopus 로고
    • Forest fragmentation of the conterminous United States: Assessing forest intactness through road density and spatial characteristics
    • Heilman, G. E., Jr, Strittholt, J. R., Slosser, N. C. & Dellasala, D. A. (2002). Forest fragmentation of the conterminous United States: Assessing forest intactness through road density and spatial characteristics. BioScience, 52, 411-422.
    • (2002) BioScience , vol.52 , pp. 411-422
    • Heilman Jr., G.E.1    Strittholt, J.R.2    Slosser, N.C.3    Dellasala, D.A.4
  • 79
    • 67349083870 scopus 로고    scopus 로고
    • A new data fusion model for high spatial- and temporal-resolution mapping of forest disturbance based on Landsat and MODIS
    • Hilker, T., Wulder, M. A., Coops, N. C., Linke, J., McDermid, G., Masek, J. G., et al. (2009). A new data fusion model for high spatial- and temporal-resolution mapping of forest disturbance based on Landsat and MODIS. Remote Sensing of Environment, 113, 1613-1627.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1613-1627
    • Hilker, T.1    Wulder, M.A.2    Coops, N.C.3    Linke, J.4    McDermid, G.5    Masek, J.G.6
  • 80
    • 61349139306 scopus 로고    scopus 로고
    • Mapping the understorey of deciduous woodland from leaf-on and leaf-off airborne LiDAR data: A case study in lowland Britain
    • Hill, R. A. & Broughton, R. K. (2009). Mapping the understorey of deciduous woodland from leaf-on and leaf-off airborne LiDAR data: A case study in lowland Britain. ISPRS Journal of Photogrammetry and Remote Sensing, 64, 223-233.
    • (2009) ISPRS Journal of Photogrammetry and Remote Sensing , vol.64 , pp. 223-233
    • Hill, R.A.1    Broughton, R.K.2
  • 81
    • 26844454816 scopus 로고    scopus 로고
    • Mapping woodland species composition and structure using airborne spectral and LiDAR data
    • Hill, R. A. & Thomson, A. G. (2005). Mapping woodland species composition and structure using airborne spectral and LiDAR data. International Journal of Remote Sensing, 26, 3763-3779.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 3763-3779
    • Hill, R.A.1    Thomson, A.G.2
  • 82
    • 0036940219 scopus 로고    scopus 로고
    • Quantifying woodland structure and habitat quality for birds using airborne laser scanning
    • Hinsley, S. A., Hill, R. A., Gaveau, D. L. A. & Bellamy, P. E. (2002). Quantifying woodland structure and habitat quality for birds using airborne laser scanning. Functional Ecology, 16,851-857.
    • (2002) Functional Ecology , vol.16 , pp. 851-857
    • Hinsley, S.A.1    Hill, R.A.2    Gaveau, D.L.A.3    Bellamy, P.E.4
  • 83
    • 34548459446 scopus 로고    scopus 로고
    • Airborne laser scanning of forest stem volume in a mountainous environment
    • Hollaus, M., Wagner, W., Maier, B. & Schadauer, K. (2007). Airborne laser scanning of forest stem volume in a mountainous environment. Sensors, 7, 1559-1577.
    • (2007) Sensors , vol.7 , pp. 1559-1577
    • Hollaus, M.1    Wagner, W.2    Maier, B.3    Schadauer, K.4
  • 84
    • 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. Scandinavian Journal of Forest Research, 19, 543-553.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 543-553
    • Holmgren, J.1
  • 85
    • 40049088615 scopus 로고    scopus 로고
    • Species identification of individual trees by combining high resolution LIDAR data with multi-spectral images
    • Holmgren, J., Persson, Å. & Soderman, U. (2008). Species identification of individual trees by combining high resolution LIDAR data with multi-spectral images. International Journal of Remote Sensing, 29, 1537-1552.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 1537-1552
    • Holmgren, J.1    Persson, A.2    Soderman, U.3
  • 86
    • 56949108157 scopus 로고    scopus 로고
    • Testing LiDAR models of fractional cover across multiple forest ecozones
    • Hopkinson, C. & Chasmer, L. (2009). Testing LiDAR models of fractional cover across multiple forest ecozones. Remote Sensing of Environment, 113, 275-288.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 275-288
    • Hopkinson, C.1    Chasmer, L.2
  • 87
    • 70350050130 scopus 로고    scopus 로고
    • An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks
    • Huang, C., Goward, S. N., Masek, J. G., Thomas, N., Zhu, Z. & Vogelmann, J. E. (2010). An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks. Remote Sensing of Environment, 114,183-198.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 183-198
    • Huang, C.1    Goward, S.N.2    Masek, J.G.3    Thomas, N.4    Zhu, Z.5    Vogelmann, J.E.6
  • 88
    • 41249100721 scopus 로고    scopus 로고
    • Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data
    • Hudak, A. T., Crookston, N. L., Evans, J. S., Hall, D. E. &, Falkowski, M. J. (2008). Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data. Remote Sensing of Environment, 112, 2232-2245.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2232-2245
    • Hudak, A.T.1    Crookston, N.L.2    Evans, J.S.3    Hall, D.E.4    Falkowski, M.J.5
  • 89
    • 33646159066 scopus 로고    scopus 로고
    • Mapping forest structure for wildlife habitat analysis using multi-sensor (LiDAR, SAR/InSAR, ETM, QuickBird) synergy
    • Hyde, P., Dubayah, R., Walker, W., Blair, J. B., Hofton, M. & Hunsaker, C. (2006). Mapping forest structure for wildlife habitat analysis using multi-sensor (LiDAR, SAR/InSAR, ETM, QuickBird) synergy. Remote Sensing of Environment, 102,63-73.
    • (2006) Remote Sensing of Environment , vol.102 , pp. 63-73
    • Hyde, P.1    Dubayah, R.2    Walker, W.3    Blair, J.B.4    Hofton, M.5    Hunsaker, C.6
  • 90
    • 40049094670 scopus 로고    scopus 로고
    • Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests
    • Hyyppä, J., Hyyppä, H., Leckie, D., Gougeon, F., Yu, X. & Maltamo, M. (2008). Review of methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests. International Journal of Remote Sensing, 29, 1339-1366.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 1339-1366
    • Hyyppä, J.1    Hyyppä, H.2    Leckie, D.3    Gougeon, F.4    Yu, X.5    Maltamo, M.6
  • 91
    • 0002988810 scopus 로고    scopus 로고
    • Detecting and estimating attributes for single trees using laser scanner
    • Hyyppä, J. & Inkinen, M. (1999). Detecting and estimating attributes for single trees using laser scanner. Photogrammetric Journal of Finland, 16, 27-42.
    • (1999) Photogrammetric Journal of Finland , vol.16 , pp. 27-42
    • Hyyppä, J.1    Inkinen, M.2
  • 92
    • 13144249241 scopus 로고    scopus 로고
    • Mapping tropical forest structure in southeastern Madagascar using remote sensing and artificial neural networks
    • Ingram, J. C., Dawson, T. P. & Whittaker, R. J. (2005). Mapping tropical forest structure in southeastern Madagascar using remote sensing and artificial neural networks. Remote Sensing of Environment, 94, 491-507.
    • (2005) Remote Sensing of Environment , vol.94 , pp. 491-507
    • Ingram, J.C.1    Dawson, T.P.2    Whittaker, R.J.3
  • 94
    • 33746506688 scopus 로고    scopus 로고
    • Estimation of biophysical characteristics for highly variable mixed-conifer stands using small footprint lidar
    • Jensen, J. L. R., Humes, K. S., Conner, T., Williams, C. J. & DeGroot, J. (2006). Estimation of biophysical characteristics for highly variable mixed-conifer stands using small footprint lidar. Canadian Journal of Forest Research, 36, 1129-1138.
    • (2006) Canadian Journal of Forest Research , vol.36 , pp. 1129-1138
    • Jensen, J.L.R.1    Humes, K.S.2    Conner, T.3    Williams, C.J.4    Degroot, J.5
  • 95
    • 28844448892 scopus 로고    scopus 로고
    • MODIS time-series imagery for forest disturbance detection and quantification of patch size effects
    • Jin, S. & Sader, S. A. (2005). MODIS time-series imagery for forest disturbance detection and quantification of patch size effects. Remote Sensing of Environment, 99, 462-470.
    • Remote Sensing of Environment , vol.99 , pp. 462-470
    • Jin, S.1    Sader, S.A.2
  • 96
    • 77955074326 scopus 로고    scopus 로고
    • Multivariate analysis
    • In S. Kotz & N. L. Johnson (Eds.), New York: Wiley
    • Johnson, R. A. & Wichern, D. (1985). Multivariate analysis. In S. Kotz & N. L. Johnson (Eds.), Encyclopedia of statistics, Vol. 6 (pp. 1-16). New York: Wiley.
    • (2005) Encyclopedia of Statistics , vol.6 , pp. 1-16
    • Johnson, R.A.1    Wichern, D.2
  • 98
    • 0017242348 scopus 로고
    • The Tasseled Cap-A graphic description of the spectral temporal development of agricultural crops as seen by Landsat
    • West Lafayette, IN: Purdue University
    • Kauth, R. J. & Thomas, G. S. (1976). The Tasseled Cap-A graphic description of the spectral temporal development of agricultural crops as seen by Landsat. Proceedings of the Symposium on Machine Processing of Remotely Sensed Data (pp. 41-51). West Lafayette, IN: Purdue University.
    • (1976) Proceedings of The Symposium On Machine Processing of Remotely Sensed Data , pp. 41-51
    • Kauth, R.J.1    Thomas, G.S.2
  • 99
    • 34548103023 scopus 로고    scopus 로고
    • Trajectory-based change detection for automated characterization of forest disturbance dynamics
    • Kennedy, R. E., Cohen, W. B. & Schroeder, T. A. (2007). Trajectory-based change detection for automated characterization of forest disturbance dynamics. Remote Sensing of Environment, 110, 370-386.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 370-386
    • Kennedy, R.E.1    Cohen, W.B.2    Schroeder, T.A.3
  • 100
    • 70349183248 scopus 로고    scopus 로고
    • Distinguishing between live and dead standing tree biomass on the North Rim of Grand Canyon National Park, USA using small-footprint lidar data
    • Kim, Y., Yang, Z., Cohen, W. B., Pflugmacher, D., Lauver, C. & Vankat, J. L. (2009). Distinguishing between live and dead standing tree biomass on the North Rim of Grand Canyon National Park, USA using small-footprint lidar data. Remote Sensing of Environment, 113, 2499-2510.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2499-2510
    • Kim, Y.1    Yang, Z.2    Cohen, W.B.3    Pflugmacher, D.4    Lauver, C.5    Vankat, J.L.6
  • 101
    • 39749181727 scopus 로고    scopus 로고
    • Smoothing methodology for predicting regional averages in multi-source forest inventory
    • Koistinen, P., Holmstrom, L. & Tomppo, E. (2008). Smoothing methodology for predicting regional averages in multi-source forest inventory. Remote Sensing of Environment, 112, 862-871.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 862-871
    • Koistinen, P.1    Holmstrom, L.2    Tomppo, E.3
  • 102
    • 51149104394 scopus 로고    scopus 로고
    • Mapping of understory lichens with airborne discrete-return LiDAR data
    • Korpela, I. S. (2008). Mapping of understory lichens with airborne discrete-return LiDAR data. Remote Sensing of Environment, 112, 3891-3897.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3891-3897
    • Korpela, I.S.1
  • 104
    • 0028431032 scopus 로고
    • Multitemporal change-vector analysis: A tool to detect and categorize land-cover change processes using high temporal resolution satellite data
    • Lambin, E. F. & Strahler, A. (1994). Multitemporal change-vector analysis: A tool to detect and categorize land-cover change processes using high temporal resolution satellite data. Remote Sensing of Environment, 48, 231-244.
    • (1994) Remote Sensing of Environment , vol.48 , pp. 231-244
    • Lambin, E.F.1    Strahler, A.2
  • 106
    • 35348815181 scopus 로고    scopus 로고
    • Land cover change 2002-2005 in Borneo and the role of fire derived from MODIS imagery
    • Langner, A., Miettinenz, J. & Siegert, F. (2007). Land cover change 2002-2005 in Borneo and the role of fire derived from MODIS imagery. Global Change Biology, 13, 2329-2340.
    • (2007) Global Change Biology , vol.13 , pp. 2329-2340
    • Langner, A.1    Miettinenz, J.2    Siegert, F.3
  • 107
    • 0033102083 scopus 로고    scopus 로고
    • Calculating change curves for multitemporal satellite imagery: Mount St. Helens, 1980-1995
    • Lawrence, R. L. & Ripple, W. J. (1999). Calculating change curves for multitemporal satellite imagery: Mount St. Helens, 1980-1995. Remote Sensing of Environment, 67, 309-319.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 309-319
    • Lawrence, R.L.1    Ripple, W.J.2
  • 108
    • 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. & Harding, D. (1999b). 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.6
  • 109
    • 0036165976 scopus 로고    scopus 로고
    • Lidar remote sensing for forest ecosystem studies
    • Lefsky, M. A., Cohen, W. B., Harding, D. J. & Parker, G. G. (2002). Lidar remote sensing for forest ecosystem studies. BioScience, 52, 19-30.
    • (2002) BioScience , vol.52 , pp. 19-30
    • Lefsky, M.A.1    Cohen, W.B.2    Harding, D.J.3    Parker, G.G.4
  • 110
    • 0032776183 scopus 로고    scopus 로고
    • Surface lidar remote sensing of basal area and biomass in deciduous forests of eastern Maryland, USA
    • Lefsky, M. A., Harding, D., Cohen, W. B., Parker, G. & Shugart, H. H. (1999a). Surface lidar remote sensing of basal area and biomass in deciduous forests of eastern Maryland, USA. Remote Sensing of Environment, 67, 83-98.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 83-98
    • Lefsky, M.A.1    Harding, D.2    Cohen, W.B.3    Parker, G.4    Shugart, H.H.5
  • 113
    • 34047163965 scopus 로고    scopus 로고
    • Comparative assessment of the measures of thematic classification accuracy
    • Liu, C., Frazier, P. & Kumar, L. (2007). Comparative assessment of the measures of thematic classification accuracy. Remote Sensing of Environment, 107, 606-616.
    • (2007) Remote Sensing of Environment , vol.107 , pp. 606-616
    • Liu, C.1    Frazier, P.2    Kumar, L.3
  • 115
    • 70449347128 scopus 로고    scopus 로고
    • A comparative analysis of kNN and decision tree methods for the Irish National Forest Inventory
    • McInerney, D. O. & Nieuwenhuis, M. (2009). A comparative analysis of kNN and decision tree methods for the Irish National Forest Inventory. International Journal of Remote Sensing, 30, 4937-4955.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 4937-4955
    • McInerney, D.O.1    Nieuwenhuis, M.2
  • 116
    • 0022927008 scopus 로고
    • Gross-merchantable timber volume estimation using airborne lidar system
    • Maclean, G. A. & Krabill, W. B. (1986). Gross-merchantable timber volume estimation using airborne lidar system. Canadian Journal of Remote Sensing, 12, 7-18.
    • (1986) Canadian Journal of Remote Sensing , vol.12 , pp. 7-18
    • Maclean, G.A.1    Krabill, W.B.2
  • 117
    • 33744998400 scopus 로고    scopus 로고
    • A model-based approach to estimating forest area
    • McRoberts, R. E. (2006). A model-based approach to estimating forest area. Remote Sensing of Environment, 103, 56-66.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 56-66
    • McRoberts, R.E.1
  • 118
    • 58249131744 scopus 로고    scopus 로고
    • A two-step nearest neighbors algorithm using satellite imagery for predicting forest structure within species composition classes
    • McRoberts, R. E. (2009a). A two-step nearest neighbors algorithm using satellite imagery for predicting forest structure within species composition classes. Remote Sensing of Environment, 113, 532-545.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 532-545
    • McRoberts, R.E.1
  • 120
    • 76049127350 scopus 로고    scopus 로고
    • Probability- and model-based approaches to estimating proportion forest using satellite imagery
    • McRoberts, R. E. (2010a). Probability- and model-based approaches to estimating proportion forest using satellite imagery. Remote Sensing of Environment, 114, 1017-1025.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1017-1025
    • McRoberts, R.E.1
  • 121
    • 77955059321 scopus 로고    scopus 로고
    • The effects of rectification and Global Positioning System errors on satellite image-based estimates of forest area
    • McRoberts, R. E. (2010b). The effects of rectification and Global Positioning System errors on satellite image-based estimates of forest area. Remote Sensing of Environment 114, 1710-1717.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1710-1717
    • McRoberts, R.E.1
  • 122
    • 33645790952 scopus 로고    scopus 로고
    • Using satellite imagery as ancillary data for increasing the precision of estimates for the Forest Inventory and Analysis program of the USDA Forest Service
    • McRoberts, R. E., Holden, G. R., Nelson, M. D., Liknes, G. C. & Gormanson, D. D. (2006). Using satellite imagery as ancillary data for increasing the precision of estimates for the Forest Inventory and Analysis program of the USDA Forest Service. Canadian Journal of Forest Research, 36, 2968-2980.
    • (2006) Canadian Journal of Forest Research , vol.36 , pp. 2968-2980
    • McRoberts, R.E.1    Holden, G.R.2    Nelson, M.D.3    Liknes, G.C.4    Gormanson, D.D.5
  • 123
    • 35548938953 scopus 로고    scopus 로고
    • Estimating areal means and variances of forest attributes using the k-nearest neighbors technique and satellite imagery
    • McRoberts, R. E., Tomppo, E. O., Finley, A. O. & Heikkien, J. (2007). Estimating areal means and variances of forest attributes using the k-nearest neighbors technique and satellite imagery. Remote Sensing of Environment, 111, 466-480.
    • (2007) Remote Sensing of Environment , vol.111 , pp. 466-480
    • McRoberts, R.E.1    Tomppo, E.O.2    Finley, A.O.3    Heikkien, J.4
  • 125
    • 0031787612 scopus 로고    scopus 로고
    • Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators
    • Magnussen, S. & Boudewyn, P. (1998). Derivations of stand heights from airborne laser scanner data with canopy-based quantile estimators. Canadian Journal of Forest Research, 28, 1016-1031.
    • (1998) Canadian Journal of Forest Research , vol.28 , pp. 1016-1031
    • Magnussen, S.1    Boudewyn, P.2
  • 126
    • 3242814524 scopus 로고    scopus 로고
    • Contextual classification of Landsat TM images to forest inventory cover types
    • Magnussen, S., Boudewyn, P. & Wulder, M. (2004). Contextual classification of Landsat TM images to forest inventory cover types. International Journal of Remote Sensing, 25, 2421-2440.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 2421-2440
    • Magnussen, S.1    Boudewyn, P.2    Wulder, M.3
  • 127
    • 75149133587 scopus 로고    scopus 로고
    • Reliability of LiDAR derived predictors of forest inventory attributes: A case study with Norway spruce
    • Magnussen, S., Næsset, E. & Gobakken, T. (2010). Reliability of LiDAR derived predictors of forest inventory attributes: A case study with Norway spruce. Remote Sensing of Environment, 114, 700-712.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 700-712
    • Magnussen, S.1    Næsset, E.2    Gobakken, T.3
  • 128
    • 0035870891 scopus 로고    scopus 로고
    • A TM-based hardwood conifer mixture index for closed canopy forests in the Oregon Coast Range
    • Maiersperger, T. K., Cohen, W. B. & Ganio, L. M. (2001). A TM-based hardwood conifer mixture index for closed canopy forests in the Oregon Coast Range. International Journal of Remote Sensing, 22, 1053-1066.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 1053-1066
    • Maiersperger, T.K.1    Cohen, W.B.2    Ganio, L.M.3
  • 130
    • 33646266723 scopus 로고    scopus 로고
    • Estimation of stem volume using laser scanning-based canopy height metrics
    • Maltamo, M., Eerikainen, K., Packalén, P. & Hyyppä, J. (2006a). Estimation of stem volume using laser scanning-based canopy height metrics. Forestry, 79, 217-229.
    • (2006) Forestry , vol.79 , pp. 217-229
    • Maltamo, M.1    Eerikainen, K.2    Packalén, P.3    Hyyppä, J.4
  • 131
    • 33646849465 scopus 로고    scopus 로고
    • Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register data
    • Maltamo, M., Malinen, J., Packalén, P., Suvanto, A. & Kangas, J. (2006b). Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register data. Canadian Journal of Forest Research, 36, 426-436.
    • (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
  • 132
    • 24944587169 scopus 로고    scopus 로고
    • Identifying and quantifying structural characteristics of heterogeneous boreal forests using laser scanner data
    • Maltamo, M., Packalén, P., Yu, X., Eerikainen, K., Hyyppä, J. & Pitkänen, J. (2005). Identifying and quantifying structural characteristics of heterogeneous boreal forests using laser scanner data. Forest Ecology and Management, 216, 41-50.
    • (2005) Forest Ecology and Management , vol.216 , pp. 41-50
    • Maltamo, M.1    Packalén, P.2    Yu, X.3    Eerikainen, K.4    Hyyppä, J.5    Pitkänen, J.6
  • 133
    • 70349489110 scopus 로고    scopus 로고
    • Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning data
    • Maltamo, M., Peuhkurinen, J., Malinen, J., Vauhkonen, J., Packalén, P. & Tokola, T. (2009). Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning data. Silva Fennica, 43, 507-521.
    • (2009) Silva Fennica , vol.43 , pp. 507-521
    • Maltamo, M.1    Peuhkurinen, J.2    Malinen, J.3    Vauhkonen, J.4    Packalén, P.5    Tokola, T.6
  • 135
    • 43949094827 scopus 로고    scopus 로고
    • North American forest disturbance mapped from a decadal Landsat record: Methodology and initial results
    • Masek, J. G., Huang, C., Cohen, W. B., Kutler, J., Hall, F. G., Wolfe, R. & Nelson, P. (2008). North American forest disturbance mapped from a decadal Landsat record: Methodology and initial results. Remote Sensing of Environment, 112,2914-2926.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2914-2926
    • Masek, J.G.1    Huang, C.2    Cohen, W.B.3    Kutler, J.4    Hall, F.G.5    Wolfe, R.6    Nelson, P.7
  • 136
    • 0004256437 scopus 로고
    • Medd. Statens Skogsfors-kningsinst. Band 49, No. 5 (Reprinted as Vol. 36 of the series Lecture notes in statistics, 1986). New York: Springer
    • Mátern, B. (1960). Spatial variation. Medd. Statens Skogsfors-kningsinst. Band 49, No. 5 (Reprinted as Vol. 36 of the series Lecture notes in statistics, 1986). New York: Springer.
    • (1960) Spatial Variation
    • Mátern, B.1
  • 139
    • 0033102470 scopus 로고    scopus 로고
    • Use of large-footprint scanning airborne lidar to estimate forest stand characteristics in the Western Cascades of Oregon
    • Means, J. E., Acker, S. A., Harding, D. J., Blair, J. B., Lefsky, M. A., Cohen, W. B., et al. (1999). Use of large-footprint scanning airborne lidar to estimate forest stand characteristics in the Western Cascades of Oregon. Remote Sensing of Environment, 67, 298-308.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 298-308
    • Means, J.E.1    Acker, S.A.2    Harding, D.J.3    Blair, J.B.4    Lefsky, M.A.5    Cohen, W.B.6
  • 140
    • 76049104904 scopus 로고    scopus 로고
    • Characterizing forest ecological structure using pulse types and heights of airborne laser scanning
    • Miura, N. & Jones, S. D. (2010). Characterizing forest ecological structure using pulse types and heights of airborne laser scanning. Remote Sensing of Environment, 114, 1069-1076.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1069-1076
    • Miura, N.1    Jones, S.D.2
  • 141
    • 0000256443 scopus 로고
    • Most similar neighbor: An improved sampling inference procedure for natural resource planning
    • Moeur, M. & Stage, A. R. (1995). Most similar neighbor: An improved sampling inference procedure for natural resource planning. Forest Science, 41, 337-359.
    • (1995) Forest Science , vol.41 , pp. 337-359
    • Moeur, M.1    Stage, A.R.2
  • 142
    • 0028581574 scopus 로고
    • Spatial sampling to assess classification accuracy of remotely sensed data
    • In W. K. Michener, J. W. Brunt & S. G. Stafford (Eds.), New York: Taylor and Francis
    • Moisen, G. G., Edwards, T. C., Jr & Cutler, D. R. (1994). Spatial sampling to assess classification accuracy of remotely sensed data. In W. K. Michener, J. W. Brunt & S. G. Stafford (Eds.), Environmental information management and analysis: Ecosystem to global scales (pp. 159-176). New York: Taylor and Francis.
    • (1994) Environmental Information Management and Analysis: Ecosystem to Global Scales , pp. 159-176
    • Moisen, G.G.1    Edwards Jr., T.C.2    Cutler, D.R.3
  • 143
    • 33747330851 scopus 로고    scopus 로고
    • Estimation of LAI and fractional cover from small footprint airborne laser scanner data based on gap fraction
    • Morsdorf, F., Kotz, B., Meier, E., Itten, K. I. & Allgower, B. (2006). Estimation of LAI and fractional cover from small footprint airborne laser scanner data based on gap fraction. Remote Sensing of Environment, 104, 50-61.
    • (2006) Remote Sensing of Environment , vol.104 , pp. 50-61
    • Morsdorf, F.1    Kotz, B.2    Meier, E.3    Itten, K.I.4    Allgower, B.5
  • 144
    • 11144237314 scopus 로고    scopus 로고
    • LIDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management
    • Morsdorf, F., Meier, E., Kotz, B., Itten, K. I., Dobbertin, M. & Allgower, B. (2004). LIDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management. Remote Sensing of Environment, 92,353-362.
    • (2004) Remote Sensing of Environment , vol.92 , pp. 353-362
    • Morsdorf, F.1    Meier, E.2    Kotz, B.3    Itten, K.I.4    Dobbertin, M.5    Allgower, B.6
  • 146
    • 67649998369 scopus 로고    scopus 로고
    • Assessing biodiversity by remote sensing in mountainous terrain: The potential of LiDAR to predict forest beetle assemblages
    • Muller, J. & Brandl, R. (2009). Assessing biodiversity by remote sensing in mountainous terrain: The potential of LiDAR to predict forest beetle assemblages. Journal of Applied Ecology, 46,897-905.
    • (2009) Journal of Applied Ecology , vol.46 , pp. 897-905
    • Muller, J.1    Brandl, R.2
  • 147
    • 45849131699 scopus 로고    scopus 로고
    • Sensitivity analysis of fire behavior modeling with LIDAR-derived surface fuel maps
    • Mutlu, M., Popescu, S. C. & Zhao, K. (2008). Sensitivity analysis of fire behavior modeling with LIDAR-derived surface fuel maps. Forest Ecology and Management, 256, 289-294.
    • (2008) Forest Ecology and Management , vol.256 , pp. 289-294
    • Mutlu, M.1    Popescu, S.C.2    Zhao, K.3
  • 148
    • 0030616088 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stands using airborne laser scanner data
    • Næsset, E. (1997a). Determination of mean tree height of forest stands using airborne laser scanner data. ISPRS Journal of Photogrammetry and Remote Sensing, 52, 49-56.
    • (1997) ISPRS Journal of Photogrammetry and Remote Sensing , vol.52 , pp. 49-56
    • Næsset, E.1
  • 149
    • 0031202594 scopus 로고    scopus 로고
    • Estimating timber volume of forest stands using airborne laser scanner data
    • Næsset, E. (1997b). Estimating timber volume of forest stands using airborne laser scanner data. Remote Sensing of Environment, 61, 246-253.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 246-253
    • Næsset, E.1
  • 150
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Næsset, E. (2002). Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sensing of Environment, 80, 88-99.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 88-99
    • Næsset, E.1
  • 151
    • 2342590151 scopus 로고    scopus 로고
    • Practical large-scale forest stand inventory using a small-footprint airborne scanning laser
    • Næsset, E. (2004a). Practical large-scale forest stand inventory using a small-footprint airborne scanning laser. Scandinavian Journal of Forest Research, 19, 164-179.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 164-179
    • Næsset, E.1
  • 152
    • 11144301734 scopus 로고    scopus 로고
    • Accuracy of forest inventory using airborne laser-scanning: Evaluating the first Nordic full-scale operational project
    • Næsset, E. (2004b). Accuracy of forest inventory using airborne laser-scanning: Evaluating the first Nordic full-scale operational project. Scandinavian Journal of Forest Research, 19, 554-557.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 554-557
    • Næsset, E.1
  • 153
    • 36248953733 scopus 로고    scopus 로고
    • Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia
    • 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, 22, 433-442.
    • (2007) Scandinavian Journal of Forest Research , vol.22 , pp. 433-442
    • Næsset, E.1
  • 154
    • 56949107840 scopus 로고    scopus 로고
    • Effects of different sensors, flying altitudes, and pulse repetition frequencies on forest canopy metrics and biophysical stand properties derived from small-footprint airborne laser data
    • Næsset, E. (2009). Effects of different sensors, flying altitudes, and pulse repetition frequencies on forest canopy metrics and biophysical stand properties derived from small-footprint airborne laser data. Remote Sensing of Environment, 113, 148-159.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 148-159
    • Næsset, E.1
  • 155
    • 0035665443 scopus 로고    scopus 로고
    • Estimating tree heights and number of stems in young forest stands using airborne laser scanner data
    • Næsset, E. & Bjerknes, K.-O. (2001). Estimating tree heights and number of stems in young forest stands using airborne laser scanner data. Remote Sensing of Environment, 78, 328-340.
    • (2001) Remote Sensing of Environment , vol.78 , pp. 328-340
    • Næsset, E.1    Bjerknes, K.-O.2
  • 156
    • 12944254332 scopus 로고    scopus 로고
    • Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data
    • Næsset, E., Bollandsås, O. M. & Gobakken, T. (2005). Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data. Remote Sensing of Environment, 94, 541-553.
    • (2005) Remote Sensing of Environment , vol.94 , pp. 541-553
    • Næsset, E.1    Bollandsås, O.M.2    Gobakken, T.3
  • 157
    • 43949145887 scopus 로고    scopus 로고
    • Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser
    • Næsset, E. & Gobakken, T. (2008). Estimation of above- and below-ground biomass across regions of the boreal forest zone using airborne laser. Remote Sensing of Environment, 112, 3079-3090.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3079-3090
    • Næsset, E.1    Gobakken, T.2
  • 159
    • 34548045502 scopus 로고    scopus 로고
    • Using airborne laser scanning to monitor tree migration in the boreal alpine transition zone
    • Næsset, E. & Nelson, R. (2007). Using airborne laser scanning to monitor tree migration in the boreal alpine transition zone. Remote Sensing of Environment, 110, 357-369.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 357-369
    • Næsset, E.1    Nelson, R.2
  • 160
    • 0036144262 scopus 로고    scopus 로고
    • Estimating tree height and crown properties using airborne scanning laser in a boreal nature reserve
    • Næsset, E. & Økland, T. (2002). Estimating tree height and crown properties using airborne scanning laser in a boreal nature reserve. Remote Sensing of Environment, 79, 105-115.
    • (2002) Remote Sensing of Environment , vol.79 , pp. 105-115
    • Næsset, E.1    økland, T.2
  • 162
    • 0028450159 scopus 로고
    • Digital and visual analysis of Thematic Mapper imagery for differentiating old growth form younger spruce fir stands
    • Nel, E. M., Wessman, C. A. & Veblen, T. T. (1994). Digital and visual analysis of Thematic Mapper imagery for differentiating old growth form younger spruce fir stands. Remote Sensing of Environment, 48, 291-301.
    • (1994) Remote Sensing of Environment , vol.48 , pp. 291-301
    • Nel, E.M.1    Wessman, C.A.2    Veblen, T.T.3
  • 163
    • 21444446665 scopus 로고    scopus 로고
    • Locating and estimating the extent of Delmarva fox squirrel habitat using airborne LiDAR profiler
    • Nelson, R., Keller, C. & Ratnaswamy, M. (2005). Locating and estimating the extent of Delmarva fox squirrel habitat using airborne LiDAR profiler. Remote Sensing of Environment, 96, 292-301.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 292-301
    • Nelson, R.1    Keller, C.2    Ratnaswamy, M.3
  • 164
    • 0021439548 scopus 로고
    • Determining forest canopy characteristics using airborne laser data
    • Nelson, R., Krabill, W. & Maclean, G. (1984). Determining forest canopy characteristics using airborne laser data. Remote Sensing of Environment, 15, 201-212.
    • (1984) Remote Sensing of Environment , vol.15 , pp. 201-212
    • Nelson, R.1    Krabill, W.2    Maclean, G.3
  • 165
    • 0024165767 scopus 로고
    • Estimating forest biomass and volume using airborne laser data
    • Nelson, R., Krabill, W. & Tonelli, J. (1988). Estimating forest biomass and volume using airborne laser data. Remote Sensing of Environment, 24, 247-267.
    • (1988) Remote Sensing of Environment , vol.24 , pp. 247-267
    • Nelson, R.1    Krabill, W.2    Tonelli, J.3
  • 167
    • 11144294129 scopus 로고    scopus 로고
    • Measuring biomass and carbon in Delaware using an airborne profiling LIDAR
    • Nelson, R., Short, A. & Valenti, M. (2004). Measuring biomass and carbon in Delaware using an airborne profiling LIDAR. Scandinavian Journal of Forest Research, 19, 500-511.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , pp. 500-511
    • Nelson, R.1    Short, A.2    Valenti, M.3
  • 170
    • 0141942078 scopus 로고    scopus 로고
    • A multiple resource inventory of Delaware using airborne laser data
    • Nelson, R. F., Valenti, M. A., Short, A. & Keller, C. (2003b). A multiple resource inventory of Delaware using airborne laser data. BioScience, 53, 981-992.
    • (2003) BioScience , vol.53 , pp. 981-992
    • Nelson, R.F.1    Valenti, M.A.2    Short, A.3    Keller, C.4
  • 171
    • 0028450160 scopus 로고
    • Age dependence of forest reflectance: Analysis of main driving factors
    • Nilson, T. & Peterson, U. (1994). Age dependence of forest reflectance: Analysis of main driving factors. Remote Sensing of Environment, 48, 319-331.
    • (1994) Remote Sensing of Environment , vol.48 , pp. 319-331
    • Nilson, T.1    Peterson, U.2
  • 172
    • 0036229447 scopus 로고    scopus 로고
    • Predictive mapping of forest composition and structure with direct gradient analysis and nearest neighbor imputation in coastal Oregon, USA
    • Ohmann, J. L. & Gregory, M. J. (2002). Predictive mapping of forest composition and structure with direct gradient analysis and nearest neighbor imputation in coastal Oregon, USA. Canadian Journal of Forest Research, 32, 725-741.
    • (2002) Canadian Journal of Forest Research , vol.32 , pp. 725-741
    • Ohmann, J.L.1    Gregory, M.J.2
  • 174
    • 34250374908 scopus 로고    scopus 로고
    • The k-MSN method in the prediction of species specific stand attributes using airborne laser scanning and aerial photographs
    • Packalén, P. & Maltamo, M. (2007). The k-MSN method in the prediction of species specific stand attributes using airborne laser scanning and aerial photographs. Remote Sensing of Environment, 109, 328-341.
    • (2007) Remote Sensing of Environment , vol.109 , pp. 328-341
    • Packalén, P.1    Maltamo, M.2
  • 175
    • 0037143141 scopus 로고    scopus 로고
    • A method for the segmentation of very high spatial resolution images of forested landscapes
    • Pekkarinen, A. (2002). A method for the segmentation of very high spatial resolution images of forested landscapes. International Journal of Remote Sensing, 23, 2817-2836.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 2817-2836
    • Pekkarinen, A.1
  • 180
    • 37249005228 scopus 로고    scopus 로고
    • Moderate resolution remote sensing alternatives: A review of Landsat-like sensors and their applications
    • 012506
    • Powell, S. L., Pflugmacher, D., Kirschbaum, A. A., Kim, Y. & Cohen, W. B. (2007). Moderate resolution remote sensing alternatives: A review of Landsat-like sensors and their applications. Journal of Applied Remote Sensing, 1, 012506.
    • (2007) Journal of Applied Remote Sensing , vol.1
    • Powell, S.L.1    Pflugmacher, D.2    Kirschbaum, A.A.3    Kim, Y.4    Cohen, W.B.5
  • 181
    • 0034629553 scopus 로고    scopus 로고
    • Remote sensing of upland conifer plantations using Landsat TM data: A case study from Galloway, southwest Scotland
    • Puhr, C. B. & Donoghue, D. N. M. (2000). Remote sensing of upland conifer plantations using Landsat TM data: A case study from Galloway, southwest Scotland. International Journal of Remote Sensing, 21, 633-646.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 633-646
    • Puhr, C.B.1    Donoghue, D.N.M.2
  • 183
    • 0347512393 scopus 로고
    • The use of superpopulation-prediction methods in survey analysis, with application to the British national census of woodlands and trees
    • Orono, ME, August 9-14, 1981, In T. B. Brann, L. O. House IV & H. G. Lund (Eds.), Bethesda, MD: Society of American Foresters
    • Rennolls, K. (1982). The use of superpopulation-prediction methods in survey analysis, with application to the British national census of woodlands and trees. In T. B. Brann, L. O. House IV & H. G. Lund (Eds.), In place resource inventories: Principles and practices, Orono, ME, August 9-14, 1981 (pp. 395-401). Bethesda, MD: Society of American Foresters.
    • (1982) Place Resource Inventories: Principles and Practices , pp. 395-401
    • Rennolls, K.1
  • 184
    • 0141794157 scopus 로고    scopus 로고
    • Modeling airborne laser scanning data for the spatial generation of critical forest parameters in fire behavior modeling
    • Riaño, D., Meier, E., Allgower, B., Chuvieco, E. & Ustin, S. L. (2003). Modeling airborne laser scanning data for the spatial generation of critical forest parameters in fire behavior modeling. Remote Sensing of Environment, 86, 177-186.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 177-186
    • Riaño, D.1    Meier, E.2    Allgower, B.3    Chuvieco, E.4    Ustin, S.L.5
  • 186
    • 77951129376 scopus 로고    scopus 로고
    • Campaign and site effects in LiDAR prediction models for site-quality assessment of radiate pine plantations in South Australia
    • Rombouts, J., Ferguson, I. S. & Leech, J. W. (2010). Campaign and site effects in LiDAR prediction models for site-quality assessment of radiate pine plantations in South Australia. International Journal of Remote Sensing, 31, 1115-1173.
    • (2010) International Journal of Remote Sensing , vol.31 , pp. 1115-1173
    • Rombouts, J.1    Ferguson, I.S.2    Leech, J.W.3
  • 187
    • 0002872223 scopus 로고
    • Monitoring vegetation systems in the great plains with ERTS
    • NASA SP-351, Washington, DC: NASA
    • Rouse, J. W., Haas, R. H., Schell, J. A. & Deering, D. W. (1973). Monitoring vegetation systems in the great plains with ERTS. Proceedings of the Third ERTS Symposium, NASA SP-351, 1 (pp. 309-317). Washington, DC: NASA.
    • (1973) Proceedings of The Third ERTS Symposium , vol.1 , pp. 309-317
    • Rouse, J.W.1    Haas, R.H.2    Schell, J.A.3    Deering, D.W.4
  • 189
    • 0000064170 scopus 로고
    • On finite population sampling theory under certain linear regression models
    • Royall, R. M. (1970). On finite population sampling theory under certain linear regression models. Biometrika, 57, 377-387.
    • (1970) Biometrika , vol.57 , pp. 377-387
    • Royall, R.M.1
  • 192
    • 34247884575 scopus 로고    scopus 로고
    • Patterns of forest regrowth following clearcutting in western Oregon as determined from a Landsat time-series
    • Schroeder, T. A., Cohen, W. B. & Yang, Z. (2007). Patterns of forest regrowth following clearcutting in western Oregon as determined from a Landsat time-series. Forest Ecology and Management, 243, 259-273.
    • (2007) Forest Ecology and Management , vol.243 , pp. 259-273
    • Schroeder, T.A.1    Cohen, W.B.2    Yang, Z.3
  • 194
    • 49249105372 scopus 로고    scopus 로고
    • Forest structure estimation and pattern exploration from discrete-return lidar in subalpine forests on the central Rockies
    • Sherrill, K. R., Lefsky, M. A., Bradford, J. B. & Ryan, M. G. (2008). Forest structure estimation and pattern exploration from discrete-return lidar in subalpine forests on the central Rockies. Canadian Journal of Forest Research, 38, 1081-2096.
    • (2008) Canadian Journal of Forest Research , vol.38 , pp. 1081-2096
    • Sherrill, K.R.1    Lefsky, M.A.2    Bradford, J.B.3    Ryan, M.G.4
  • 195
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely-sensed data
    • Singh, A. (1989). Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing, 6,989-1003.
    • (1989) International Journal of Remote Sensing , vol.6 , pp. 989-1003
    • Singh, A.1
  • 197
    • 33646850249 scopus 로고    scopus 로고
    • Mapping defoliation during a severe insect attack on Scots pine using airborne laser scanning
    • Solberg, S., Næsset, E., Hanssen, K. H. & Christiansen, E. (2006). Mapping defoliation during a severe insect attack on Scots pine using airborne laser scanning. Remote Sensing of Environment, 102, 364-376.
    • (2006) Remote Sensing of Environment , vol.102 , pp. 364-376
    • Solberg, S.1    Næsset, E.2    Hanssen, K.H.3    Christiansen, E.4
  • 198
    • 0039427998 scopus 로고
    • Possibilities of laser aerial photography for forest profiling
    • (In Russian.)
    • Solodukhin, V., Zukov, A. & Mazugin, I. (1977). Possibilities of laser aerial photography for forest profiling. Lesnoe Khozyaisto (Forest Management), 10, 53-58. (In Russian.)
    • (1977) Lesnoe Khozyaisto (Forest Management) , vol.10 , pp. 53-58
    • Solodukhin, V.1    Zukov, A.2    Mazugin, I.3
  • 200
    • 0027007199 scopus 로고
    • Comparison of systematic and random sampling for estimating the accuracy of maps generated from remotely sensed data
    • Stehman, S. V. (1992). Comparison of systematic and random sampling for estimating the accuracy of maps generated from remotely sensed data. Photogrammetric Engineering and Remote Sensing, 58, 1343-1350.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 1343-1350
    • Stehman, S.V.1
  • 201
    • 0031255580 scopus 로고    scopus 로고
    • Selecting and interpreting measures of thematic classification accuracy
    • Stehman, S. V. (1997). Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment, 62, 77-89.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 77-89
    • Stehman, S.V.1
  • 202
    • 0034023040 scopus 로고    scopus 로고
    • Practical implications of design-based sampling inference for thematic map accuracy assessment
    • Stehman, S. V. (2000). Practical implications of design-based sampling inference for thematic map accuracy assessment. Remote Sensing of Environment, 72, 35-45.
    • (2000) Remote Sensing of Environment , vol.72 , pp. 35-45
    • Stehman, S.V.1
  • 203
    • 4143054730 scopus 로고    scopus 로고
    • A critical evaluation of the normalized error matrix in map accuracy assessment
    • Stehman, S. V. (2004). A critical evaluation of the normalized error matrix in map accuracy assessment. Photogrammetric Engineering and Remote Sensing, 70, 743-751.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , pp. 743-751
    • Stehman, S.V.1
  • 204
    • 21444460593 scopus 로고    scopus 로고
    • Comparing estimators of gross change derived from complete coverage mapping versus statistical sampling of remotely sensed data
    • Stehman, S. V. (2005). Comparing estimators of gross change derived from complete coverage mapping versus statistical sampling of remotely sensed data. Remote Sensing of Environment, 96, 466-474.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 466-474
    • Stehman, S.V.1
  • 205
    • 70249128985 scopus 로고    scopus 로고
    • Model-assisted estimation as a unifying framework for estimating the area of land cover and landcover change from remote sensing
    • Stehman, S. V. (2009a). Model-assisted estimation as a unifying framework for estimating the area of land cover and landcover change from remote sensing. Remote Sensing of Environment, 113, 2455-2462.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2455-2462
    • Stehman, S.V.1
  • 206
    • 70249106481 scopus 로고    scopus 로고
    • Sampling designs for accuracy assessment of land cover
    • Stehman, S. V. (2009b). Sampling designs for accuracy assessment of land cover. International Journal of Remote Sensing, 30, 5243-5272.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 5243-5272
    • Stehman, S.V.1
  • 207
    • 0032084126 scopus 로고    scopus 로고
    • Design and analysis for thematic map accuracy assessment: Fundamental principles
    • Stehman, S. V. & Czaplewski, R. L. (1998). Design and analysis for thematic map accuracy assessment: Fundamental principles. Remote Sensing of Environment, 64, 331-344.
    • (1998) Remote Sensing of Environment , vol.64 , pp. 331-344
    • Stehman, S.V.1    Czaplewski, R.L.2
  • 209
    • 84949812908 scopus 로고    scopus 로고
    • Accuracy assessment
    • In T. A. Warner, M. D. Nellis, & G. M. Foody (Eds.), London: Sage
    • Stehman, S. V. & Foody, G. M. (2009). Accuracy assessment. In T. A. Warner, M. D. Nellis, & G. M. Foody (Eds.), The SAGE handbook of remote sensing (pp. 297-309). London: Sage.
    • (2009) The SAGE Handbook of Remote Sensing , pp. 297-309
    • Stehman, S.V.1    Foody, G.M.2
  • 212
    • 0034655779 scopus 로고    scopus 로고
    • Satellite estimation of tropical secondary forest aboveground biomass: Data from Brazil and Bolivia
    • Steininger, M. K. (2000). Satellite estimation of tropical secondary forest aboveground biomass: Data from Brazil and Bolivia. International Journal of Remote Sensing, 21, 1139-1157.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 1139-1157
    • Steininger, M.K.1
  • 214
    • 17644406078 scopus 로고    scopus 로고
    • Estimating individual tree heights of sugi (Cryptomeria japonica D. Don) plantations in mountainous areas using small-footprint airborne LiDAR
    • Takahashi, T., Yamamoto, K., Senda, Y. & Tsuzuku, M. (2005). Estimating individual tree heights of sugi (Cryptomeria japonica D. Don) plantations in mountainous areas using small-footprint airborne LiDAR. Journal of Forest Research, 10,135-142.
    • (2005) Journal of Forest Research , vol.10 , pp. 135-142
    • Takahashi, T.1    Yamamoto, K.2    Senda, Y.3    Tsuzuku, M.4
  • 215
    • 20144381476 scopus 로고    scopus 로고
    • A global inventory of burned areas at 1 km resolution for the year 2000 derived from spot vegetation data
    • Tansey, K., Grégoire, J.-M., Binaghi, E., Boschetti, L., Brivio, P. A., Ershov, D., et al. (2000). A global inventory of burned areas at 1 km resolution for the year 2000 derived from spot vegetation data. Climatic Change, 67, 345-377.
    • (2000) Climatic Change , vol.67 , pp. 345-377
    • Tansey, K.1    Grégoire, J.-M.2    Binaghi, E.3    Boschetti, L.4    Brivio, P.A.5    Ershov, D.6
  • 216
    • 22144450026 scopus 로고    scopus 로고
    • Mapping gradual landscape-scale floristic changes in Amazonian primary rain forests by combining ordination and remote sensing
    • Thessler, S., Ruokolainen, K., Tuomisto, H. & Tomppo, E. (2005). Mapping gradual landscape-scale floristic changes in Amazonian primary rain forests by combining ordination and remote sensing. Global Ecology and Biogeography, 14, 315-325.
    • (2005) Global Ecology and Biogeography , vol.14 , pp. 315-325
    • Thessler, S.1    Ruokolainen, K.2    Tuomisto, H.3    Tomppo, E.4
  • 217
    • 33744809591 scopus 로고    scopus 로고
    • Mapping stand-level forest biophysical variables for a mixedwood boreal forest using lidar: An examination of scanning density
    • Thomas, V., Treitz, P, McCaughey, J. H. & Morrison, I. (2006). Mapping stand-level forest biophysical variables for a mixedwood boreal forest using lidar: An examination of scanning density. Canadian Journal of Forest Research, 36, 34-47.
    • (2006) Canadian Journal of Forest Research , vol.36 , pp. 34-47
    • Thomas, V.1    Treitz, P.2    McCaughey, J.H.3    Morrison, I.4
  • 218
    • 32344441334 scopus 로고    scopus 로고
    • Quantifying Australian forest floristics and structure using small footprint LiDAR and large scale aerial photography
    • Tickle, P. K., Lee, A., Lucas, R. M., Austin, J. & Witte, C. (2006). Quantifying Australian forest floristics and structure using small footprint LiDAR and large scale aerial photography. Forest Ecology and Management, 223, 379-394.
    • (2006) Forest Ecology and Management , vol.223 , pp. 379-394
    • Tickle, P.K.1    Lee, A.2    Lucas, R.M.3    Austin, J.4    Witte, C.5
  • 219
    • 0005200965 scopus 로고
    • An application of a segmentation method to the forest stand delineation and estimation of stand variates from satellite images
    • Stockholm, June 1987
    • Tomppo, E. (1987). An application of a segmentation method to the forest stand delineation and estimation of stand variates from satellite images. In Image Analyses. Proceedings of the 5th Scandinavian Conference on Image Analysis, Stockholm, June 1987, Vol. 1 (pp. 253-260).
    • (1987) Image Analyses. Proceedings of The 5th Scandinavian Conference On Image Analysis , vol.1 , pp. 253-260
    • Tomppo, E.1
  • 220
    • 0027101025 scopus 로고
    • Satellite image aided forest site fertility estimation for forest income taxation
    • Tomppo, E. (1992). Satellite image aided forest site fertility estimation for forest income taxation. Acta Forestalia Fennica, 229.
    • (1992) Acta Forestalia Fennica , pp. 229
    • Tomppo, E.1
  • 222
    • 3242666106 scopus 로고    scopus 로고
    • Using coarse scale forest variables as ancillary information and weighting of variable sin k-NN estimation: A genetic algorithm approach
    • Tomppo, E. & Halme, M. (2004). Using coarse scale forest variables as ancillary information and weighting of variable sin k-NN estimation: A genetic algorithm approach. Remote Sensing of Environment, 92, 1-20.
    • (2004) Remote Sensing of Environment , vol.92 , pp. 1-20
    • Tomppo, E.1    Halme, M.2
  • 223
    • 58249137246 scopus 로고    scopus 로고
    • Predicting categorical forest variables using an improved k-nearest neighbour estimation and Landsat imagery
    • Tomppo, E. O., Gagliano, C., De Natale, F., Katila, M. & McRoberts, R. E. (2009). Predicting categorical forest variables using an improved k-nearest neighbour estimation and Landsat imagery. Remote Sensing of Environment, 113, 500-517.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 500-517
    • Tomppo, E.O.1    Gagliano, C.2    de Natale, F.3    Katila, M.4    McRoberts, R.E.5
  • 224
    • 1942509306 scopus 로고    scopus 로고
    • Forest attributes from radar interferometric structure and its fusion with optical remote sensing
    • Treuhaft, R. N., Law, B. E. & Asner, G. P. (2004). Forest attributes from radar interferometric structure and its fusion with optical remote sensing. BioScience, 54, 561-571.
    • (2004) BioScience , vol.54 , pp. 561-571
    • Treuhaft, R.N.1    Law, B.E.2    Asner, G.P.3
  • 225
    • 77955065128 scopus 로고    scopus 로고
    • Estimating timber stock of Ehime Prefecture, Japan using airborne laser profiling
    • Tsuzuki, H., Nelson, R. & Sweda, T. (2008). Estimating timber stock of Ehime Prefecture, Japan using airborne laser profiling. Journal of Forest Planning, 13, 259-265.
    • (2008) Journal of Forest Planning , vol.13 , pp. 259-265
    • Tsuzuki, H.1    Nelson, R.2    Sweda, T.3
  • 226
    • 0022202508 scopus 로고
    • African land-cover classification using satellite data
    • Tucker, C. J., Townshend, J. R. G. & Goff, T. E. (1985). African land-cover classification using satellite data. Science, 227, 369-375.
    • (1985) Science , vol.227 , pp. 369-375
    • Tucker, C.J.1    Townshend, J.R.G.2    Goff, T.E.3
  • 228
    • 68349110942 scopus 로고    scopus 로고
    • Identification of Scandinavian commercial species of individual trees from very high density ALS data using Alpha Shape metrics
    • Vauhkonen, J., Tokola, T., Packalen, P. & Maltamo, M. (2009). Identification of Scandinavian commercial species of individual trees from very high density ALS data using Alpha Shape metrics. Forest Science, 55, 37-47.
    • (2009) Forest Science , vol.55 , pp. 37-47
    • Vauhkonen, J.1    Tokola, T.2    Packalen, P.3    Maltamo, M.4
  • 229
    • 56449113386 scopus 로고    scopus 로고
    • Identification of boreal forest stands with high herbaceous plant diversity using airborne laser scanning
    • Vehmas, M., Eerikainen, K., Peuhkurinen, J., Packalén, P. & Maltamo, M. (2009). Identification of boreal forest stands with high herbaceous plant diversity using airborne laser scanning. Forest Ecology and Management, 257, 46-53.
    • (2009) Forest Ecology and Management , vol.257 , pp. 46-53
    • Vehmas, M.1    Eerikainen, K.2    Peuhkurinen, J.3    Packalén, P.4    Maltamo, M.5
  • 231
    • 1542711298 scopus 로고    scopus 로고
    • Assessment and monitoring of foliage projected cover and canopy height across native vegetation in Queensland, Australia, using laser profiler data
    • Weller, D., Denham, R., Witte, C., Mackie, C. & Smith, D. (2003). Assessment and monitoring of foliage projected cover and canopy height across native vegetation in Queensland, Australia, using laser profiler data. Canadian Journal of Remote Sensing, 29, 578-591.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , pp. 578-591
    • Weller, D.1    Denham, R.2    Witte, C.3    Mackie, C.4    Smith, D.5
  • 232
    • 29744439952 scopus 로고    scopus 로고
    • Surveying mountain pine beetle damage of forests: A review of remote sensing opportunities
    • Wulder, M., Dymond, C., White, J., Leckie, D. & Carroll, A. (2006). Surveying mountain pine beetle damage of forests: A review of remote sensing opportunities. Forest Ecology and Management, 221, 27-41.
    • (2006) Forest Ecology and Management , vol.221 , pp. 27-41
    • Wulder, M.1    Dymond, C.2    White, J.3    Leckie, D.4    Carroll, A.5
  • 233
    • 33846592806 scopus 로고    scopus 로고
    • Validation of a large area land cover product using purposeacquired airborne video
    • Wulder, M., White, J., Magnussen, S. & McDonald, S. (2007). Validation of a large area land cover product using purposeacquired airborne video. Remote Sensing of Environment, 106, 480-491.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 480-491
    • Wulder, M.1    White, J.2    Magnussen, S.3    McDonald, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.