메뉴 건너뛰기




Volumn 19, Issue 201, 2011, Pages 245-256

Exploring the Utility of Hyperspectral Imagery and LiDAR Data for Predicting Quercus garryana Ecosystem Distribution and Aiding in Habitat Restoration

Author keywords

Airborne hyperspectral; Contemporary reference data; LiDAR canopy volume profiles; Terrestrial ecosystem mapping

Indexed keywords

AERIAL PHOTOGRAPH; AIRBORNE SENSING; HABITAT MANAGEMENT; HABITAT RESTORATION; IMAGE CLASSIFICATION; LIDAR; MAPPING; RESTORATION ECOLOGY; SATELLITE DATA; SATELLITE IMAGERY; SPATIAL RESOLUTION; TERRESTRIAL ECOSYSTEM;

EID: 79952214684     PISSN: 10612971     EISSN: 1526100X     Source Type: Journal    
DOI: 10.1111/j.1526-100X.2010.00684.x     Document Type: Article
Times cited : (6)

References (45)
  • 1
    • 1342288371 scopus 로고    scopus 로고
    • An evaluation of interpolation methods for Mars Orbitor Laser Altimeter (MOLA) data
    • Abramov, O., and A. McEwen 2004. An evaluation of interpolation methods for Mars Orbitor Laser Altimeter (MOLA) data. International Journal of Remote Sensing 25: 669-676.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 669-676
    • Abramov, O.1    Mcewen, A.2
  • 2
    • 79952236075 scopus 로고    scopus 로고
    • Gulf Islands National Park Reserve: conservation assessment review
    • AYXS EC) AXYS Environmental Consulting Ltd. Gulf Islands National Park Reserve of Canada, Parks Canada, Sidney, BC.
    • (AYXS EC) AXYS Environmental Consulting Ltd. 2004. Gulf Islands National Park Reserve: conservation assessment review. Gulf Islands National Park Reserve of Canada, Parks Canada, Sidney, BC.
    • (2004)
  • 3
    • 33748331356 scopus 로고    scopus 로고
    • A multilevel context-based system for classification of very high spatial resolution images
    • Bruzzone, L., and L. Carlin 2006. A multilevel context-based system for classification of very high spatial resolution images. IEEE Transactions on Geoscience and Remote Sensing 44: 2587-2600.
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , pp. 2587-2600
    • Bruzzone, L.1    Carlin, L.2
  • 4
    • 34648836084 scopus 로고    scopus 로고
    • Hyperspectral remote sensing of canopy biodiversity in Hawaiian lowland rainforests
    • Carlson, K. M., G. P. Asner, R. F. Hughes, R. Ostertag, and R. E. Martin 2007. Hyperspectral remote sensing of canopy biodiversity in Hawaiian lowland rainforests. Ecosystems 10: 526-549.
    • (2007) Ecosystems , vol.10 , pp. 526-549
    • Carlson, K.M.1    Asner, G.P.2    Hughes, R.F.3    Ostertag, R.4    Martin, R.E.5
  • 5
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • Clark, M., D. A. Roberts, and D. B. Clark 2005. Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment 96: 497-508.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 497-508
    • Clark, M.1    Roberts, D.A.2    Clark, D.B.3
  • 6
    • 0034082989 scopus 로고    scopus 로고
    • Using vegetation reflectance variability for species level classification of hyperspectral data
    • Cochrane, M. A. 2000. Using vegetation reflectance variability for species level classification of hyperspectral data. International Journal of Remote Sensing 21: 2075-2087.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 2075-2087
    • Cochrane, M.A.1
  • 7
    • 0003914342 scopus 로고    scopus 로고
    • Assessing the accuracy of remotely sensed data: principles and practices
    • Lewis Publishers, Boca Raton, Florida.
    • Congalton, R. G., and K. Green 1999. Assessing the accuracy of remotely sensed data: principles and practices. Lewis Publishers, Boca Raton, Florida.
    • (1999)
    • Congalton, R.G.1    Green, K.2
  • 10
    • 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
  • 11
    • 79952233703 scopus 로고    scopus 로고
    • Towards a recovery strategy for garry oak and associated ecosystems in Canada: ecological assessment and literature review. Technical Report GBEI/EC-00-030. Environment Canada, Canadian Wildlife Service, Pacific and Yukon Region, Delta, British Columbia.
    • Fuchs, M. A. 2001. Towards a recovery strategy for garry oak and associated ecosystems in Canada: ecological assessment and literature review. Technical Report GBEI/EC-00-030. Environment Canada, Canadian Wildlife Service, Pacific and Yukon Region, Delta, British Columbia.
    • (2001)
    • Fuchs, M.A.1
  • 12
    • 1542442240 scopus 로고    scopus 로고
    • Prospects for quantifying structure, floristic composition and species richness of tropical forests
    • Gillespie, T. W., J. Brock, and C. W. Wright 2004. Prospects for quantifying structure, floristic composition and species richness of tropical forests. International Journal of Remote Sensing 25:707-715.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 707-715
    • Gillespie, T.W.1    Brock, J.2    Wright, C.W.3
  • 13
    • 79952239154 scopus 로고    scopus 로고
    • Species at risk in Garry oak and associated ecosystems in British Columbia. Summary report
    • GOERT) Garry oak Ecosystems Recovery Team. Garry oak ecosystems recovery team, Victoria, British Columbia.
    • (GOERT) Garry oak Ecosystems Recovery Team. 2003. Species at risk in Garry oak and associated ecosystems in British Columbia. Summary report. Garry oak ecosystems recovery team, Victoria, British Columbia.
    • (2003)
  • 14
    • 0026460424 scopus 로고
    • Imaging spectroscopy: fundamentals and prospective applications
    • Pages - in F. Toselli and J. Bodechtel, editors. Kluwer Academic Publishers, Dordrecht, Netherlands.
    • Goetz, A. F. H. 1992. Principles of narrow band spectrometry in the visible and IR: instruments and data analysis. Pages 21-32 in F. Toselli and J. Bodechtel, editors. Imaging spectroscopy: fundamentals and prospective applications. Kluwer Academic Publishers, Dordrecht, Netherlands.
    • (1992) Principles of narrow band spectrometry in the visible and IR: instruments and data analysis , pp. 21-32
    • Goetz, A.F.H.1
  • 15
    • 77956871689 scopus 로고    scopus 로고
    • Terrestrial ecosystem mapping of the southern Gulf Islands. Final report
    • B.A. Blackwell and Associates Ltd., North Vancouver, British Columbia.
    • Green, R. N. 2007. Terrestrial ecosystem mapping of the southern Gulf Islands. Final report. B.A. Blackwell and Associates Ltd., North Vancouver, British Columbia.
    • (2007)
    • Green, R.N.1
  • 16
    • 26844454816 scopus 로고    scopus 로고
    • Mapping woodland species composition and structure using airborne spectral and LIDAR data
    • Hill, R. A., and A. G. Thomson 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
  • 17
    • 78651253445 scopus 로고    scopus 로고
    • Handbook of ecological restoration, vol. 1: principles of restoration
    • Pages - in M. R. Perrow and A. J. Davy, editors. Cambridge University Press, United Kingdom.
    • Hobbs, R. J. 2002. The ecological context: a landscape perspective. Pages 22-45 in M. R. Perrow and A. J. Davy, editors. Handbook of ecological restoration, vol. 1: principles of restoration. Cambridge University Press, United Kingdom.
    • (2002) The ecological context: a landscape perspective , pp. 22-45
    • Hobbs, R.J.1
  • 18
    • 34249748302 scopus 로고    scopus 로고
    • Setting effective and realistic restoration goals: key directions for research
    • Hobbs, R. J. 2007. Setting effective and realistic restoration goals: key directions for research. Restoration Ecology 15: 354-357.
    • (2007) Restoration Ecology , vol.15 , pp. 354-357
    • Hobbs, R.J.1
  • 19
    • 0034936349 scopus 로고    scopus 로고
    • Repairing the Earth's ecosystems in the new millennium
    • Hobbs, R. J., and J. A. Harris 2001. Repairing the Earth's ecosystems in the new millennium. Restoration Ecology 9: 239-246.
    • (2001) Restoration Ecology , vol.9 , pp. 239-246
    • Hobbs, R.J.1    Harris, J.A.2
  • 20
    • 0030424867 scopus 로고    scopus 로고
    • Towards a conceptual framework for restoration ecology
    • Hobbs, R. J., and D. A. Norton 1996. Towards a conceptual framework for restoration ecology. Restoration Ecology 4: 93-110.
    • (1996) Restoration Ecology , vol.4 , pp. 93-110
    • Hobbs, R.J.1    Norton, D.A.2
  • 21
    • 4944228528 scopus 로고    scopus 로고
    • A practical guide to support vector classification. Final report
    • Department of Computer Science, National Taiwan University, Taipei City.
    • Hsu, C., C. Chang, and C. Lin 2007. A practical guide to support vector classification. Final report. Department of Computer Science, National Taiwan University, Taipei City.
    • (2007)
    • Hsu, C.1    Chang, C.2    Lin, C.3
  • 22
    • 77951102191 scopus 로고    scopus 로고
    • Employing ground-based spectroscopy for tree species differentiation in the Gulf Islands National Park Reserve
    • Jones, T. G., N. C. Coops, and T. Sharma 2010. Employing ground-based spectroscopy for tree species differentiation in the Gulf Islands National Park Reserve. International Journal of Remote Sensing, 31:1121-1127.
    • (2010) International Journal of Remote Sensing , vol.31 , pp. 1121-1127
    • Jones, T.G.1    Coops, N.C.2    Sharma, T.3
  • 23
    • 33846580982 scopus 로고    scopus 로고
    • Fusion of imaging spectrometer and LiDAR data over combined radiative transfer models for forest canopy characterization
    • Koetz, B., G. Sun, F. Morsdorf, K. J. Ranson, M. Kneubühler, K. Itten, and B. Allgöwer. 2007. Fusion of imaging spectrometer and LiDAR data over combined radiative transfer models for forest canopy characterization. Remote Sensing of Environment 106: 449-459.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 449-459
    • Koetz, B.1    Sun, G.2    Morsdorf, F.3    Ranson, K.J.4    Kneubühler, M.5    Itten, K.6    Allgöwer, B.7
  • 24
    • 0033394698 scopus 로고    scopus 로고
    • LiDAR remote sensing of the canopy structure and biophysical properties of Douglas Fir-Western Hemlock Forests
    • Lefsky, M. A., W. B. Cohen, S. A. Acker, G. Parker, T. A. Spies, and D. Harding 1999. LiDAR remote sensing of the canopy structure and biophysical properties of Douglas Fir-Western Hemlock Forests. Remote Sensing of Environment 70:339-361.
    • (1999) Remote Sensing of Environment , vol.70 , pp. 339-361
    • Lefsky, M.A.1    Cohen, W.B.2    Acker, S.A.3    Parker, G.4    Spies, T.A.5    Harding, D.6
  • 25
    • 0032157733 scopus 로고    scopus 로고
    • Determining forest species composition using high spectral resolution remote sensing data
    • Martin, M. E., S. D. Newman, J. D. Aber, and R. G. Congalton 1998. Determining forest species composition using high spectral resolution remote sensing data. Remote Sensing of Environment 65: 249-254.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 249-254
    • Martin, M.E.1    Newman, S.D.2    Aber, J.D.3    Congalton, R.G.4
  • 26
    • 0003624187 scopus 로고
    • Ecosystems of British Columbia. BC Special Report Series No. 6
    • British Columbia Ministry of Forests, Victoria, British Columbia.
    • Meidinger, D., and J. Pojar 1991. Ecosystems of British Columbia. BC Special Report Series No. 6. British Columbia Ministry of Forests, Victoria, British Columbia.
    • (1991)
    • Meidinger, D.1    Pojar, J.2
  • 27
    • 70349501580 scopus 로고    scopus 로고
    • A spatial model to prioritize Sagebrush landscapes in the intermountain west (U.S.A.) for restoration.
    • Meinke, C. W., S. T. Knick, and D. A. Pyke 2008. A spatial model to prioritize Sagebrush landscapes in the intermountain west (U.S.A.) for restoration. Restoration Ecology 17: 652-659.
    • (2008) Restoration Ecology , vol.17 , pp. 652-659
    • Meinke, C.W.1    Knick, S.T.2    Pyke, D.A.3
  • 28
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Melgani, F., and L. Bruzzone 2004. Classification of hyperspectral remote sensing images with support vector machines. IEEE Transactions on Geoscience and Remote Sensing 42: 1778-1790.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 29
    • 79952237985 scopus 로고    scopus 로고
    • Ministry of Forests and Range, Biogeoclimactic zones of British Columbia. (available from) accessed 23 January 2007.
    • Ministry of Forests and Range, Biogeoclimactic zones of British Columbia. 2006 (available from) accessed 23 January 2007.
    • (2006)
  • 30
  • 31
    • 79952220403 scopus 로고    scopus 로고
    • Parks Canada Agency. State of the Parks Report. Internal Document. Ottawa, Ontario.
    • Parks Canada Agency. 1997. State of the Parks Report. Internal Document. Ottawa, Ontario.
    • (1997)
  • 32
    • 0032809277 scopus 로고    scopus 로고
    • Wetland restoration in Central Europe: aims and methods
    • Pfadenhauer, J., and A. Grootjans 1999. Wetland restoration in Central Europe: aims and methods. Applied Vegetation Science 2: 95-106.
    • (1999) Applied Vegetation Science , vol.2 , pp. 95-106
    • Pfadenhauer, J.1    Grootjans, A.2
  • 33
    • 0029480771 scopus 로고
    • Geophysical parameterisation and interpolation of irregular data using natural neighbours
    • Sambridge, M., J. Braun, and H. McQueen 1995. Geophysical parameterisation and interpolation of irregular data using natural neighbours. Geophysical Journal International 122: 837-857.
    • (1995) Geophysical Journal International , vol.122 , pp. 837-857
    • Sambridge, M.1    Braun, J.2    Mcqueen, H.3
  • 34
    • 0003043803 scopus 로고
    • Interpreting multivariate data
    • Pages - in V. Barnett, editor. Wiley, Chichester, West Sussex.
    • Sibson, R. 1981. A brief description of natural neighbor interpolation. Pages 21-35 in V. Barnett, editor. Interpreting multivariate data. Wiley, Chichester, West Sussex.
    • (1981) A brief description of natural neighbor interpolation , pp. 21-35
    • Sibson, R.1
  • 35
    • 0004120389 scopus 로고    scopus 로고
    • Introduction to hyperspectral imaging
    • TNTmips MicroImages, Inc. Pages -, Lincoln, Nebraska.
    • Smith, R. B. 2006. Introduction to hyperspectral imaging. TNTmips MicroImages, Inc. Pages 1-24, Lincoln, Nebraska.
    • (2006) , pp. 1-24
    • Smith, R.B.1
  • 36
    • 2942528742 scopus 로고    scopus 로고
    • Using image spectroscopy to study ecosystem processes and properties
    • Ustin, S. L., D. A. Roberts, J. A. Gamon, G. P. Asner, and R. O. Green 2004. Using image spectroscopy to study ecosystem processes and properties. BioScience 54: 523-534.
    • (2004) BioScience , vol.54 , pp. 523-534
    • Ustin, S.L.1    Roberts, D.A.2    Gamon, J.A.3    Asner, G.P.4    Green, R.O.5
  • 37
    • 34250875291 scopus 로고    scopus 로고
    • Examining pine spectral seperability using hyperspectral data from airborne sensor: an extension of field-based results
    • van Aardt, J. A. N., and R. H. Wynne 2007. Examining pine spectral seperability using hyperspectral data from airborne sensor: an extension of field-based results. International Journal of Remote Sensing 28: 431-436.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 431-436
    • van Aardt, J.A.N.1    Wynne, R.H.2
  • 38
    • 0012887049 scopus 로고    scopus 로고
    • Imaging spectroscopy: basic principles and prospective applications
    • Pages - in F. D. van der Meer and S. M. de Jong, editors. Springer Publishers, Dordrecht, Netherlands.
    • van der Meer, F. D. 2006. Basic principles of spectrometry. Pages 3-16 in F. D. van der Meer and S. M. de Jong, editors. Imaging spectroscopy: basic principles and prospective applications. Springer Publishers, Dordrecht, Netherlands.
    • (2006) Basic principles of spectrometry , pp. 3-16
    • van der Meer, F.D.1
  • 39
    • 0003606214 scopus 로고    scopus 로고
    • Repairing damaged wildlands: a process-oriented, landscape-scale approach
    • Cambridge University Press.
    • Whisenant, S. G. 1999. Repairing damaged wildlands: a process-oriented, landscape-scale approach. Cambridge University Press.
    • (1999)
    • Whisenant, S.G.1
  • 40
    • 0000432487 scopus 로고    scopus 로고
    • Approximating nature's variation: selecting and using reference information in restoration ecology.
    • White, P. S., and J. L Walker 1997. Approximating nature's variation: selecting and using reference information in restoration ecology. Restoration Ecology. 5: 338-349.
    • (1997) Restoration Ecology , vol.5 , pp. 338-349
    • White, P.S.1    Walker, J.L.2
  • 41
    • 79952218828 scopus 로고
    • Ecological integrity and the management of ecosystems
    • Pages - in S. J. Woodley, G. Francis, and J. Kay, editors. CRC Press, Boca Raton, Florida.
    • Woodley, S. 1993. Monitoring and measuring ecosystem integrity in Canadian National Parks. Pages 1-14 in S. J. Woodley, G. Francis, and J. Kay, editors. Ecological integrity and the management of ecosystems. CRC Press, Boca Raton, Florida.
    • (1993) Monitoring and measuring ecosystem integrity in Canadian National Parks , pp. 1-14
    • Woodley, S.1
  • 42
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • Wu, T., C. Lin, and R. C. Weng 2004. Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research 5: 976-1005.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 976-1005
    • Wu, T.1    Lin, C.2    Weng, R.C.3
  • 45
    • 0000146921 scopus 로고
    • Landscape-scale disturbances and regeneration of semi-arid woodlands of south-western Australia
    • Yates, C. J., R. J. Hobbs, and R. W. Bell 1994. Landscape-scale disturbances and regeneration of semi-arid woodlands of south-western Australia. Pacific Conservation Biology 1: 214-221.
    • (1994) Pacific Conservation Biology , vol.1 , pp. 214-221
    • Yates, C.J.1    Hobbs, R.J.2    Bell, R.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.