메뉴 건너뛰기




Volumn 92, Issue 1, 2004, Pages 1-20

Using coarse scale forest variables as ancillary information and weighting of variables in k-NN estimation: A genetic algorithm approach

Author keywords

Ancillary data; Genetic algorithm; k NN estimation; Multi source forest inventory

Indexed keywords

DATA REDUCTION; FORESTRY; GENETIC ALGORITHMS; GEOGRAPHICAL REGIONS; IMAGE ANALYSIS; PROBLEM SOLVING; SATELLITES;

EID: 3242666106     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2004.04.003     Document Type: Article
Times cited : (179)

References (41)
  • 1
    • 0003396332 scopus 로고
    • Sampling techniques
    • New York: Wiley
    • Cochran W.G. Sampling techniques. 3rd ed.:1977;Wiley, New York
    • (1977) 3rd Ed.
    • Cochran, W.G.1
  • 4
    • 34548315183 scopus 로고    scopus 로고
    • Global Forest Resource Assessment 2000
    • Rome 2001. ISBN 92-5-104642-5.
    • FAO, 2001. Global Forest Resource Assessment 2000. FAO Forestry Paper 140. Rome 2001. ISBN 92-5-104642-5.
    • (2001) FAO Forestry Paper 140
  • 5
    • 0034814349 scopus 로고    scopus 로고
    • Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbors method
    • Franco-Lopez H., Ek A.R., Bauer M.E. Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbors method. Remote Sensing of Environment. 77:2001;251-274
    • (2001) Remote Sensing of Environment , vol.77 , pp. 251-274
    • Franco-Lopez, H.1    Ek, A.R.2    Bauer, M.E.3
  • 6
    • 0002654727 scopus 로고    scopus 로고
    • Combined use of NFI sample plots and Landsat TM data to provide forest information on municipality level
    • T. Zawil-Niedzwinski, & M. Brach. Luxembourg: Office for Official Publications of the European Communities
    • Gjertsen A.K., Tomter S., Tomppo E. Combined use of NFI sample plots and Landsat TM data to provide forest information on municipality level. Zawil-Niedzwinski T., Brach M. Remote sensing and forest monitoring, Proceedings of IUFRO conference, 1-3 Jun. 1999 (pp. 167-174), Rogow, Poland. 2000;Office for Official Publications of the European Communities, Luxembourg
    • (2000) Remote Sensing and Forest Monitoring, Proceedings of IUFRO Conference, 1-3 Jun. 1999 (Pp. 167-174), Rogow, Poland
    • Gjertsen, A.K.1    Tomter, S.2    Tomppo, E.3
  • 7
    • 0004074624 scopus 로고
    • Real-coded genetic algorithms, virtual alphabets and blocking
    • University of Illinois at Urbana-Champaign. Urbana, IL.
    • Goldberg, D. E. (1990). Real-coded Genetic Algorithms, Virtual Alphabets and Blocking. IlliGAL Technical Report 90001, University of Illinois at Urbana-Champaign. Urbana, IL. http://www-illigal.ge.uiuc.edu./techreps.php3.
    • (1990) IlliGAL Technical Report 90001
    • Goldberg, D.E.1
  • 8
    • 0002157372 scopus 로고
    • Use and evaluation of synthetic estimators
    • Washington: American Statistical Association
    • Gonzalez M.E. Use and evaluation of synthetic estimators. Proceedings of the social statistics section. 1973;33-36 American Statistical Association, Washington
    • (1973) Proceedings of the Social Statistics Section , pp. 33-36
    • Gonzalez, M.E.1
  • 9
    • 0842327896 scopus 로고    scopus 로고
    • Delineation of forest/nonforest land use classes using nearest neighbor methods
    • Haapanen R., Ek A.R., Bauer M.E., Finley A.O. Delineation of forest/nonforest land use classes using nearest neighbor methods. Remote Sensing of Environment. 89:2004;265-271
    • (2004) Remote Sensing of Environment , vol.89 , pp. 265-271
    • Haapanen, R.1    Ek, A.R.2    Bauer, M.E.3    Finley, A.O.4
  • 10
    • 0035658380 scopus 로고    scopus 로고
    • Improving the accuracy of multisource forest inventory estimates by reducing plot location error - A multicriteria approach
    • Halme M., Tomppo E. Improving the accuracy of multisource forest inventory estimates by reducing plot location error - a multicriteria approach. Remote Sensing of Environment. 78:2001;321-327
    • (2001) Remote Sensing of Environment , vol.78 , pp. 321-327
    • Halme, M.1    Tomppo, E.2
  • 11
    • 0033771424 scopus 로고    scopus 로고
    • Calibration of small-area estimates for map errors in multisource forest inventory
    • Katila M., Heikkinen J., Tomppo E. Calibration of small-area estimates for map errors in multisource forest inventory. Canadian Journal of Forest Research. 30:2000;1329-1339
    • (2000) Canadian Journal of Forest Research , vol.30 , pp. 1329-1339
    • Katila, M.1    Heikkinen, J.2    Tomppo, E.3
  • 12
    • 0035048467 scopus 로고    scopus 로고
    • Selecting estimation parameters for the Finnish multisource National Forest Inventory
    • Katila M., Tomppo E. Selecting estimation parameters for the Finnish multisource National Forest Inventory. Remote Sensing of Environment. 76:2001;16-32
    • (2001) Remote Sensing of Environment , vol.76 , pp. 16-32
    • Katila, M.1    Tomppo, E.2
  • 13
    • 0036446136 scopus 로고    scopus 로고
    • Stratification by ancillary data in multisource forest inventories employing k-nearest-neighbour estimation
    • Katila M., Tomppo E. Stratification by ancillary data in multisource forest inventories employing k-nearest-neighbour estimation. Canadian Journal of Forest Research. 32(9):2002;1548-1561
    • (2002) Canadian Journal of Forest Research , vol.32 , Issue.9 , pp. 1548-1561
    • Katila, M.1    Tomppo, E.2
  • 15
    • 0007509098 scopus 로고
    • The 5th National Forest Inventory in Finland. General design, instructions for field work and data processing
    • Kuusela K., Salminen S. The 5th National Forest Inventory in Finland. General design, instructions for field work and data processing. Commununicationes Instituti Forestalis Fenniae. 69.4:1969;1-72
    • (1969) Commununicationes Instituti Forestalis Fenniae , vol.694 , pp. 1-72
    • Kuusela, K.1    Salminen, S.2
  • 16
    • 0034766115 scopus 로고    scopus 로고
    • Forest inventory of small areas combining the calibration estimator and a spatial model
    • Lappi J. Forest inventory of small areas combining the calibration estimator and a spatial model. Canadian Journal of Forest Research. 3:2001;1551-1560
    • (2001) Canadian Journal of Forest Research , vol.3 , pp. 1551-1560
    • Lappi, J.1
  • 17
    • 0003264787 scopus 로고
    • Methods of estimating the accuracy of line and sample plot surveys
    • (in Swedish with English summary). 138p.
    • Matérn B. Methods of estimating the accuracy of line and sample plot surveys. Meddelanden från statens skogsforskningsinstitut. 36(1):1947;. (in Swedish with English summary). 138p.
    • (1947) Meddelanden Från Statens Skogsforskningsinstitut , vol.36 , Issue.1
    • Matérn, B.1
  • 18
    • 0001277389 scopus 로고
    • Spatial variation
    • (Also appeared as Lecture Notes in Statistics 36. Springer-Verlag. 1986)
    • Matérn B. Spatial variation. Meddelanden från statens skogsforskningsinstitut. 49(5):1960;1-144. (Also appeared as Lecture Notes in Statistics 36. Springer-Verlag. 1986)
    • (1960) Meddelanden Från Statens Skogsforskningsinstitut , vol.49 , Issue.5 , pp. 1-144
    • Matérn, B.1
  • 19
    • 0036789610 scopus 로고    scopus 로고
    • Stratified estimation of forest area using satellite imagery, inventory data, and the k-nearest neighbors technique
    • McRoberts R.E., Nelson M.D., Wendt D.G. Stratified estimation of forest area using satellite imagery, inventory data, and the k-nearest neighbors technique. Remote Sensing of Environment. 82:2002;457-468
    • (2002) Remote Sensing of Environment , vol.82 , pp. 457-468
    • McRoberts, R.E.1    Nelson, M.D.2    Wendt, D.G.3
  • 23
    • 3242727484 scopus 로고    scopus 로고
    • Regionalisation of point information: A comparison of parameter estimation techniques for universal kriging
    • K. Rennolls (Ed.): University of Greenwich, June 2001. http://cms1.gre.ac.uk/conferences/iufro/proceedings/.
    • Nieschulze, J., & Sabrowski, F., (2003). Regionalisation of Point Information: A Comparison of Parameter Estimation Techniques for Universal Kriging. http://cms1.gre.ac.uk/conferences/iufro/proceedings/ NieschiszeSaborawski1.pdf. In: K. Rennolls (Ed.): Proceedings of IUFRO 4.11 Conference: Forest Biometry, Modelling and Information Science. University of Greenwich, June 2001. http://cms1.gre.ac.uk/conferences/iufro/proceedings/.
    • (2003) Proceedings of IUFRO 4.11 Conference: Forest Biometry, Modelling and Information Science
    • Nieschulze, J.1    Sabrowski, F.2
  • 24
    • 0003596663 scopus 로고    scopus 로고
    • Estimation of forest variables using satellite image data and airborne lidar
    • PhD thesis, Swedish University of Agricultural Sciences, The Department of Forest Resource Management and Geomatics
    • Nilsson, M., (1997). Estimation of forest variables using satellite image data and airborne lidar. PhD thesis, Swedish University of Agricultural Sciences, The Department of Forest Resource Management and Geomatics. Acta Universitatis Agriculturae Sueciae. Silvestrias, 17.
    • (1997) Acta Universitatis Agriculturae Sueciae. Silvestrias , pp. 17
    • Nilsson, M.1
  • 25
    • 0036096605 scopus 로고    scopus 로고
    • Spatial ecology of the three-toed woodpecker in managed forest landscapes
    • Korpilahti E., Kuuluvainen T. Disturbance dynamics in boreal forests: Defining the ecological basis of restoration and management of Biodiversity
    • Pakkala T., Hanski I., Tomppo E. Spatial ecology of the three-toed woodpecker in managed forest landscapes. Korpilahti E., Kuuluvainen T. Disturbance dynamics in boreal forests: Defining the ecological basis of restoration and management of Biodiversity. Silva Fennica. vol. 36 (1):2002;279-288
    • (2002) Silva Fennica , vol.361 , pp. 279-288
    • Pakkala, T.1    Hanski, I.2    Tomppo, E.3
  • 26
    • 3242657018 scopus 로고
    • Estimation of standard errors in systematic sampling
    • Umeå: Swedish University of Agricultural Sciences, Section of Forest Biometry. in Swedish with English summary
    • Ranneby B. Estimation of standard errors in systematic sampling. Report. vol. 21:1981;Swedish University of Agricultural Sciences, Section of Forest Biometry, Umeå in Swedish with English summary
    • (1981) Report , vol.21
    • Ranneby, B.1
  • 28
    • 0003208532 scopus 로고
    • Metsien inventointimenetelmän tilastomatemaattinen perusta. Summary: The mathematic-statistical foundation of the forest inventories
    • (in Finnish with English summary)
    • Salminen S. Metsien inventointimenetelmän tilastomatemaattinen perusta. Summary: The mathematic-statistical foundation of the forest inventories. Silva Fennica. 19:1985;226-232. (in Finnish with English summary)
    • (1985) Silva Fennica , vol.19 , pp. 226-232
    • Salminen, S.1
  • 30
    • 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. 17:1996;2333-2351
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 2333-2351
    • Tokola, T.1    Pitkänen, J.2    Partinen, S.3    Muinonen, E.4
  • 34
    • 0032970674 scopus 로고    scopus 로고
    • Adapting Finnish multi-source forest inventory techniques to the New Zealand preharvest inventory
    • Tomppo E., Goulding C., Katila M. Adapting Finnish multi-source forest inventory techniques to the New Zealand preharvest inventory. Scandinavian Journal of Forest Research. 14:1999;182-192
    • (1999) Scandinavian Journal of Forest Research , vol.14 , pp. 182-192
    • Tomppo, E.1    Goulding, C.2    Katila, M.3
  • 37
    • 0034793598 scopus 로고    scopus 로고
    • Multisource inventory of the forests of the Hebei Forestry Bureau, Heilongjiang, China
    • Tomppo E., Korhonen K.T., Heikkinen J., Yli-Kojola H. Multisource inventory of the forests of the Hebei Forestry Bureau, Heilongjiang, China. Silva Fennica. 35:2001;309-328
    • (2001) Silva Fennica , vol.35 , pp. 309-328
    • Tomppo, E.1    Korhonen, K.T.2    Heikkinen, J.3    Yli-Kojola, H.4
  • 38
    • 3242723876 scopus 로고    scopus 로고
    • The National Land Survey of Finland. Helsinki, Finland.
    • Topographic Database of Finland, 1998. The National Land Survey of Finland. Helsinki, Finland. http://www.nls.fi/kartta/maps/topodb.html.
    • (1998) Topographic Database of Finland


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.