메뉴 건너뛰기




Volumn 74, Issue , 2012, Pages 78-84

Forest variable estimation using a high-resolution digital surface model

Author keywords

Airborne laser scanning; Canopy height model; Forest inventory; Photogrammetric surface model

Indexed keywords

AERIAL PHOTOGRAMMETRY; AIRBORNE LASER SCANNING; BASAL AREA; CANOPY HEIGHT MODELS; DATA-SOURCES; DIGITAL SURFACE MODELS; DOMINANT HEIGHT; FOREST INVENTORY; GROWING STOCKS; HIGH RESOLUTION; HIGH-RESOLUTION AERIAL IMAGES; LASER DATA; LASER POINT; LASER SCANNING; OPTICAL REMOTE-SENSING IMAGERY; SURFACE MODELS; THREE-DIMENSIONAL DATA;

EID: 84867418357     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2012.08.006     Document Type: Article
Times cited : (125)

References (48)
  • 1
    • 0000581356 scopus 로고
    • An introduction to kernel and nearest-neighbor nonparametric regression
    • Altman N.S. An introduction to kernel and nearest-neighbor nonparametric regression. The American Statistician 1992, 46(3):175-185.
    • (1992) The American Statistician , vol.46 , Issue.3 , pp. 175-185
    • Altman, N.S.1
  • 2
    • 0032794144 scopus 로고    scopus 로고
    • Processing of laser scanner data - algorithms and applications
    • Axelsson P. Processing of laser scanner data - algorithms and applications. ISPRS Journal of Photogrammetry and Remote Sensing 1999, 54(2-3):138-147.
    • (1999) ISPRS Journal of Photogrammetry and Remote Sensing , vol.54 , Issue.2-3 , pp. 138-147
    • Axelsson, P.1
  • 3
    • 85044575962 scopus 로고    scopus 로고
    • DEM generation from laser scanner data using adaptive TIN models. In: International Archives of Photogrammetry and Remote Sensing 33 (Part B4)
    • Axelsson, P., 2000. DEM generation from laser scanner data using adaptive TIN models. In: International Archives of Photogrammetry and Remote Sensing 33 (Part B4), pp. 110-117.
    • (2000) , pp. 110-117
    • Axelsson, P.1
  • 6
    • 84947205653 scopus 로고    scopus 로고
    • When is 'nearest neighbor' meaningful? In: Beeri, C., Buneman, P. (Eds.), In: Proceedings of the 7th International Conference on Database Theory (ICDT), Jerusalem, 10-12 January
    • Beyer, K.S., Goldstein, J., Ramakrishnan, R., Shaft, U., 1999. When is 'nearest neighbor' meaningful? In: Beeri, C., Buneman, P. (Eds.), In: Proceedings of the 7th International Conference on Database Theory (ICDT), Jerusalem, 10-12 January, pp. 217-235.
    • (1999) , pp. 217-235
    • Beyer, K.S.1    Goldstein, J.2    Ramakrishnan, R.3    Shaft, U.4
  • 7
    • 84860919960 scopus 로고    scopus 로고
    • Small area estimation of forest attributes in the Norwegian national forest inventory
    • Breidenbach J., Astrup R. Small area estimation of forest attributes in the Norwegian national forest inventory. European Journal of Forest Research 2012, 131:1255-1267.
    • (2012) European Journal of Forest Research , vol.131 , pp. 1255-1267
    • Breidenbach, J.1    Astrup, R.2
  • 8
    • 67549136030 scopus 로고    scopus 로고
    • New approaches to generating and processing high resolution elevation data with imagery. In: Fritch, D. (Ed.), Photogrammetric Week '07, Wichmann Verlag: Heidelberg, Germany
    • DeVenecia, K., Walker, S., Zhang, B., 2007. New approaches to generating and processing high resolution elevation data with imagery. In: Fritch, D. (Ed.), Photogrammetric Week '07, Wichmann Verlag: Heidelberg, Germany, pp. 297-308.
    • (2007) , pp. 297-308
    • DeVenecia, K.1    Walker, S.2    Zhang, B.3
  • 9
    • 33646459614 scopus 로고    scopus 로고
    • Automatic DTM generation from TLS data. In: Gruen, A., Kahman, H. (Eds.), Optical 3-D Measurement Techniques VI, (ISBN: 3-906467-43-0).
    • Gruen, A., Zhang, L., 2003. Automatic DTM generation from TLS data. In: Gruen, A., Kahman, H. (Eds.), Optical 3-D Measurement Techniques VI, vol. I, pp. 93-105 (ISBN: 3-906467-43-0).
    • (2003) , vol.1 , pp. 93-105
    • Gruen, A.1    Zhang, L.2
  • 11
    • 47549094902 scopus 로고    scopus 로고
    • Data combination and feature selection for multi-source forest inventory
    • Haapanen R., Tuominen S. Data combination and feature selection for multi-source forest inventory. Photogrammetric Engineering and Remote Sensing 2008, 74(7):869-880.
    • (2008) Photogrammetric Engineering and Remote Sensing , vol.74 , Issue.7 , pp. 869-880
    • Haapanen, R.1    Tuominen, S.2
  • 12
    • 19744369054 scopus 로고    scopus 로고
    • Kuvioittaisen arvioinnin luotettavuus
    • Haara A., Korhonen K.T. Kuvioittaisen arvioinnin luotettavuus. Metsätieteen aikakauskirja 2004, 4(2004):489-508.
    • (2004) Metsätieteen aikakauskirja , vol.4 , Issue.2004 , pp. 489-508
    • Haara, A.1    Korhonen, K.T.2
  • 14
    • 1542292055 scopus 로고    scopus 로고
    • What is the nearest neighbor in high dimensional spaces? In: El Abbadi, A., Brodie, M.L., Chakravarthy, S., Dayal, U., Kamel, N., Schlageter, G., Whang, K.-Y. (Eds), Proceedings of the 26th Very Large Data Bases (VLDB) Conference, Cairo, Egypt, September 10-14
    • Hinneburg, A., Aggarwal, C.C., Keim, D.A. 2000. What is the nearest neighbor in high dimensional spaces? In: El Abbadi, A., Brodie, M.L., Chakravarthy, S., Dayal, U., Kamel, N., Schlageter, G., Whang, K.-Y. (Eds), Proceedings of the 26th Very Large Data Bases (VLDB) Conference, Cairo, Egypt, September 10-14, pp. 506-515.
    • (2000) , pp. 506-515
    • Hinneburg, A.1    Aggarwal, C.C.2    Keim, D.A.3
  • 15
    • 84871305833 scopus 로고    scopus 로고
    • Performance of airborne laser scanning- and aerial photograph-based statistical and textural features in forest variable estimation. In: Hill, R.A., Rosette, J., Suárez, J. (Eds), Proceedings of SilviLaser 2008: 8th International Conference on LiDAR Applications in Forest Assessment and Inventory, Heriot-Watt Univer
    • Holopainen, M., Haapanen, R., Tuominen, S., Viitala, R., 2008. Performance of airborne laser scanning- and aerial photograph-based statistical and textural features in forest variable estimation. In: Hill, R.A., Rosette, J., Suárez, J. (Eds), Proceedings of SilviLaser 2008: 8th International Conference on LiDAR Applications in Forest Assessment and Inventory, Heriot-Watt University, Edinburgh, 17-19 September, pp. 105-112.
    • (2008)
    • Holopainen, M.1    Haapanen, R.2    Tuominen, S.3    Viitala, R.4
  • 16
    • 0010296218 scopus 로고    scopus 로고
    • Elevation accuracy of laser scanning-derived digital terrain and target models in forest environment. Proceedings of EARSeL-SIG-Workshop LIDAR, Dresden, 16-17 June
    • Hyyppä, J., Pyysalo, U., Hyyppä, H., Samberg A., 2000. Elevation accuracy of laser scanning-derived digital terrain and target models in forest environment. Proceedings of EARSeL-SIG-Workshop LIDAR, Dresden, 16-17 June, pp. 139-147.
    • (2000) , pp. 139-147
    • Hyyppä, J.1    Pyysalo, U.2    Hyyppä, H.3    Samberg, A.4
  • 18
    • 33646915891 scopus 로고    scopus 로고
    • Aerial photography
    • WSL Swiss Federal Research Institute, Birmensdorf, Switzerland, P. Brassel, H. Lischke (Eds.)
    • Keller M. Aerial photography. Swiss National Forest Inventory Methods and Models of the Second Assessment 2001, 45-54. WSL Swiss Federal Research Institute, Birmensdorf, Switzerland. P. Brassel, H. Lischke (Eds.).
    • (2001) Swiss National Forest Inventory Methods and Models of the Second Assessment , pp. 45-54
    • Keller, M.1
  • 19
    • 0001378951 scopus 로고
    • Reference sample plots to combine field measurements and satellite data in forest inventory. Department of Forest Mensuration and Management, University of Helsinki. Research Notes
    • Kilkki, P., Päivinen, R., 1987. Reference sample plots to combine field measurements and satellite data in forest inventory. Department of Forest Mensuration and Management, University of Helsinki. Research Notes, vol. 19, pp. 210-215.
    • (1987) , vol.19 , pp. 210-215
    • Kilkki, P.1    Päivinen, R.2
  • 21
    • 0033640901 scopus 로고    scopus 로고
    • Comparison of algorithms that select features for pattern classifiers
    • Kudo M., Sklansky J. Comparison of algorithms that select features for pattern classifiers. Pattern Recognition 2000, 33(1):25-41.
    • (2000) Pattern Recognition , vol.33 , Issue.1 , pp. 25-41
    • Kudo, M.1    Sklansky, J.2
  • 24
    • 33646849465 scopus 로고    scopus 로고
    • Nonparametric estimation of stem volume using airborne laser scanning, aerial photography, and stand-register data
    • Maltamo M., Malinen J., Packalén P., Suvanto A., Kangas J. Nonparametric estimation of stem volume using airborne laser scanning, aerial photography, and stand-register data. Canadian Journal of Forest Research 2006, 36(2):426-436.
    • (2006) Canadian Journal of Forest Research , vol.36 , Issue.2 , pp. 426-436
    • Maltamo, M.1    Malinen, J.2    Packalén, P.3    Suvanto, A.4    Kangas, J.5
  • 25
    • 33646898837 scopus 로고    scopus 로고
    • Sensitivity assessment on continuous landscape variables to classify a discrete forest area
    • Mathys L., Ginzler C., Zimmermann N.E., Brassel P., Wildi O. Sensitivity assessment on continuous landscape variables to classify a discrete forest area. Forest Ecology and Management 2006, 229(1-3):111-119.
    • (2006) Forest Ecology and Management , vol.229 , Issue.1-3 , pp. 111-119
    • Mathys, L.1    Ginzler, C.2    Zimmermann, N.E.3    Brassel, P.4    Wildi, O.5
  • 26
    • 0001936205 scopus 로고
    • An application of remote sensing for communal forest inventory. In: Proceedings from SNS/IUFRO Workshop in Umeå, Sweden, 26-28 February. Remote Sensing Laboratory, Swedish University of Agricultural Sciences (Report 4)
    • Muinonen, E., Tokola, T., 1990. An application of remote sensing for communal forest inventory. In: Proceedings from SNS/IUFRO Workshop in Umeå, Sweden, 26-28 February. Remote Sensing Laboratory, Swedish University of Agricultural Sciences (Report 4), pp. 35-42.
    • (1990) , pp. 35-42
    • Muinonen, E.1    Tokola, T.2
  • 27
    • 0030616088 scopus 로고    scopus 로고
    • Determination of mean tree height of forest stands using airborne laser scanner data
    • Næsset E. Determination of mean tree height of forest stands using airborne laser scanner data. ISPRS Journal of Photogrammetry and Remote Sensing 1997, 52(2):49-56.
    • (1997) ISPRS Journal of Photogrammetry and Remote Sensing , vol.52 , Issue.2 , pp. 49-56
    • Næsset, E.1
  • 28
    • 0031202594 scopus 로고    scopus 로고
    • Estimating timber volume of forest stands using airborne laser scanner data
    • Næsset E. Estimating timber volume of forest stands using airborne laser scanner data. Remote Sensing of Environment 1997, 61(2):246-253.
    • (1997) Remote Sensing of Environment , vol.61 , Issue.2 , pp. 246-253
    • Næsset, E.1
  • 29
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Næsset E. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sensing of Environment 2002, 80(1):88-99.
    • (2002) Remote Sensing of Environment , vol.80 , Issue.1 , pp. 88-99
    • Næsset, E.1
  • 30
    • 2342590151 scopus 로고    scopus 로고
    • Practical large-scale forest stand inventory using a small airborne scanning laser
    • Næsset E. Practical large-scale forest stand inventory using a small airborne scanning laser. Scandinavian Journal of Forest Research 2004, 19(2):164-179.
    • (2004) Scandinavian Journal of Forest Research , vol.19 , Issue.2 , pp. 164-179
    • Næsset, E.1
  • 32
    • 34250374908 scopus 로고    scopus 로고
    • The k-MSN method for the prediction of species-specific stand attributes using airborne laser scanning and aerial photographs
    • Packalén P., Maltamo M. The k-MSN method for the prediction of species-specific stand attributes using airborne laser scanning and aerial photographs. Remote Sensing of Environment 2007, 109(3):328-341.
    • (2007) Remote Sensing of Environment , vol.109 , Issue.3 , pp. 328-341
    • Packalén, P.1    Maltamo, M.2
  • 33
    • 0023467552 scopus 로고
    • Forest inventory by compartments using satellite imagery
    • Poso S., Paananen R., Similä M. Forest inventory by compartments using satellite imagery. Silva Fennica 1987, 21(1):69-94.
    • (1987) Silva Fennica , vol.21 , Issue.1 , pp. 69-94
    • Poso, S.1    Paananen, R.2    Similä, M.3
  • 34
    • 0032822897 scopus 로고    scopus 로고
    • Weighting alternative estimates when using multi-source auxiliary data for forest inventory
    • Poso S., Wang G., Tuominen S. Weighting alternative estimates when using multi-source auxiliary data for forest inventory. Silva Fennica 1999, 33(1):41-50.
    • (1999) Silva Fennica , vol.33 , Issue.1 , pp. 41-50
    • Poso, S.1    Wang, G.2    Tuominen, S.3
  • 36
    • 11144295566 scopus 로고    scopus 로고
    • A method to create a three-dimensional forest model from laser scanner data
    • Pyysalo U. A method to create a three-dimensional forest model from laser scanner data. The Photogrammetric Journal of Finland 2000, 17(1):34-42.
    • (2000) The Photogrammetric Journal of Finland , vol.17 , Issue.1 , pp. 34-42
    • Pyysalo, U.1
  • 37
    • 33846581482 scopus 로고    scopus 로고
    • Kuvioittaisen arvioinnin harhan muodostuminen
    • Saari A., Kangas A. Kuvioittaisen arvioinnin harhan muodostuminen. Metsätieteen aikakauskirja 2005, 1(2005):5-18.
    • (2005) Metsätieteen aikakauskirja , vol.1 , Issue.2005 , pp. 5-18
    • Saari, A.1    Kangas, A.2
  • 38
    • 0024895461 scopus 로고
    • A note on genetic algorithms for large scale feature selection
    • Siedlecki W., Sklansky J. A note on genetic algorithms for large scale feature selection. Pattern Recognition Letters 1989, 10(5):335-347.
    • (1989) Pattern Recognition Letters , vol.10 , Issue.5 , pp. 335-347
    • Siedlecki, W.1    Sklansky, J.2
  • 39
    • 46249105500 scopus 로고    scopus 로고
    • Mapping canopy height using a combination of digital stereo-photogrammetry and lidar
    • St-Onge B., Vega C., Fournier R.A., Hu Y. Mapping canopy height using a combination of digital stereo-photogrammetry and lidar. International Journal of Remote Sensing 2008, 29(11):3343-3364.
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.11 , pp. 3343-3364
    • St-Onge, B.1    Vega, C.2    Fournier, R.A.3    Hu, Y.4
  • 40
    • 0030209381 scopus 로고    scopus 로고
    • Point accuracy of a non-parametric method in estimation of forest characteristics with different satellite materials
    • Tokola T., Pitkänen J., Partinen S., Muinonen E. Point accuracy of a non-parametric method in estimation of forest characteristics with different satellite materials. International Journal of Remote Sensing 1996, 17(12):2333-2351.
    • (1996) International Journal of Remote Sensing , vol.17 , Issue.12 , pp. 2333-2351
    • Tokola, T.1    Pitkänen, J.2    Partinen, S.3    Muinonen, E.4
  • 41
    • 84870254589 scopus 로고
    • Standwise forest variate estimation by means of satellite images. In: Satellite Imageries for Forest Inventory and Monitoring; Experiences, Methods, Perspectives. Proceedings of the IUFRO Subject Group Meeting (S4.02.05) in Finland, 29 August - 2 September. Department of Forest Mensuration and Management, University of Helsinki, Research Note 21
    • Tomppo, E., 1988. Standwise forest variate estimation by means of satellite images. In: Satellite Imageries for Forest Inventory and Monitoring; Experiences, Methods, Perspectives. Proceedings of the IUFRO Subject Group Meeting (S4.02.05) in Finland, 29 August - 2 September. Department of Forest Mensuration and Management, University of Helsinki, Research Note 21, pp. 103-111.
    • (1988)
    • Tomppo, E.1
  • 43
    • 84937934933 scopus 로고    scopus 로고
    • Estimation of tree species proportions of forest stands using laser scanning. International Archives of Photogrammetry and Remote Sensing XXXIII
    • Törmä, M., 2000. Estimation of tree species proportions of forest stands using laser scanning. International Archives of Photogrammetry and Remote Sensing XXXIII (Part B7), pp. 1524-1531.
    • (2000) , Issue.PART B7 , pp. 1524-1531
    • Törmä, M.1
  • 44
    • 11144255291 scopus 로고    scopus 로고
    • Performance of different spectral and textural aerial photograph features in multisource forest inventory
    • Tuominen S., Pekkarinen A. Performance of different spectral and textural aerial photograph features in multisource forest inventory. Remote Sensing of Environment 2005, 94(2):256-268.
    • (2005) Remote Sensing of Environment , vol.94 , Issue.2 , pp. 256-268
    • Tuominen, S.1    Pekkarinen, A.2
  • 47
    • 77958099826 scopus 로고    scopus 로고
    • Semi-automatic classification of tree species in different forest ecosystems by spectral and geometric variables derived from Airborne Digital Sensor (ADS40) and RC30 data
    • Waser L.T., Ginzler C., Kuechler M., Baltsavias E., Hurni L. Semi-automatic classification of tree species in different forest ecosystems by spectral and geometric variables derived from Airborne Digital Sensor (ADS40) and RC30 data. Remote Sensing of Environment 2011, 115(1):76-85.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.1 , pp. 76-85
    • Waser, L.T.1    Ginzler, C.2    Kuechler, M.3    Baltsavias, E.4    Hurni, L.5
  • 48
    • 0015125457 scopus 로고
    • A direct method of nonparametric measurement selection
    • Whitney A.W. A direct method of nonparametric measurement selection. IEEE Transactions on Computers 1971, 20(9):1100-1103.
    • (1971) IEEE Transactions on Computers , vol.20 , Issue.9 , pp. 1100-1103
    • Whitney, A.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.