Regenerating boreal forest structure estimation using SPOT-5 pansharpened imagery

International Journal of Remote Sensing

Volumn 28, Issue 19, 2007, Pages 4351-4364

  Wunderle, A L ^a   Franklin, S E ^a   Guo, X G ^a  

^a UNIVERSITY OF SASKATCHEWAN   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ECOLOGY; FORESTRY; MULTIVARIANT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SATELLITE IMAGERY;

MULTIVARIATE REGRESSION ANALYSIS; NORMALIZED DIFFERENCE MOISTURE INDEX; STRUCTURAL COMPLEXITY INDEX;

REMOTE SENSING;

ACCURACY ASSESSMENT; AERIAL SURVEY; BOREAL FOREST; CORRELATION; DATA SET; DETECTION METHOD; ESTIMATION METHOD; FIELD METHOD; MODELING; MULTIVARIATE ANALYSIS; NDVI; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SPATIAL RESOLUTION; SPECTRAL ANALYSIS; SPOT; STAND STRUCTURE; TEXTURE;

ECOLOGY; FORESTS; IMAGE ANALYSIS; REGRESSION ANALYSIS; SATELLITES;

ALBERTA; CANADA; NORTH AMERICA;

EID: 34748870699     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160701244849     Document Type: Article

References (46)

1. Betts, M. G., Franklin, S. E. and Taylor, R. G. (2003) Interpretation of landscape pattern and habitat change for local indicator species using satellite imagery and geographic information system data in New Brunswick, Canada. Canadian Journal of Remote Sensing, 33, pp. 1821-1831.
2. Boyd, D. S., Wicks, T. E. and Curran, P. J. (2000) Use of middle infrared radiation to estimate the leaf area index of a boreal forest. Tree Physiology, 20, pp. 755-760.
3. Bruniquel-Pinel, V. and Gastellu-Etchegorry, J. P. (1998) Sensitivity of texture of high resolution images of forest to biophysical and acquisition parameters. Remote Sensing of Environment, 65, pp. 61-85.
4. Clausi, D. A. (2002) An analysis of co-occurrence texture statistics as a function of grey level quantization. Canadian Journal of Remote Sensing, 28, pp. 45-62.
5. Coburn, C. A. and Roberts, A. C. B. (2004) A multiscale texture analysis procedure for improved forest stand classification. International Journal of Remote Sensing, 25, pp. 4287-4308.
6. Cohen, W. B. and Spies, T. A. (1990) Remote sensing of canopy structure in the Pacific Northwest. Northwest Environment Journal, 6, pp. 415-418.
7. Cohen, W. B. and Spies, T. A. (1992) Estimating structural attributes of Douglas-Fir/Western Hemlock forest stands from Landsat and SPOT Imagery. Remote Sensing of Environment, 41, pp. 1-17.
8. Cohen, W. B., Spies, T. A. and Fiorella, M. (1995) Estimating the age and structure of forests in a multi-ownership landsacape of Western Oregon, U.S.A. International Journal of Remote Sensing, 16, pp. 721-746.
9. Craighead, J. J., Sumner, J. S. and Mitchell, J. A. (1995) The Grizzly Bears of Yellowstone: Their Ecology in the Yellowstone Ecosystem, 1959-1992, Island Press, Washington, D.C.
10. Espirito-Santo, F. D. B., Shimabukuro, Y. E. and Kuplich, T. M. (2005) Mapping forest successional stages following deforestation in Brazilian Amazonia using multi-temporal Landsat images. International Journal of Remote Sensing, 26, pp. 635-642.
11. Fox, L., Garrett, M. L., Heasty, R. and Torres, E. (2002) Classifying wildlife habitat with pan-sharpened Landsat 7 Imagery. Proceedings of the ISPRS Commisssion I Symposium and Pecora 15/Land Satellite Information IV Conference
12. Franklin, S. E. (2001) Remote Sensing for Sustainable Forest Management, Lewis Publishers, New York
13. Franklin, S. E., Hall, R. J., Smith, L. and Gerylo, G. R. (2003) Discrimination of conifer height, age and crown closure classes using Landsat-5 TM imagery in the Canadian Northwest Territories. International Journal of Remote Sensing, 24, pp. 1823-1834.
14. Franklin, S. E., Lavigne, M. B., Moskal, L. M., Wulder, M. A. and McCaffrey, T. M. (2001) Interpretation of forest harvest conditions in New Brunswick using Landsat TM enhanced wetness difference imagery (EWDI). Canadian Journal of Remote Sensing, 27, pp. 118-128.
15. Franklin, S. E., Moskal, L. M., Lavigne, M. and Pugh, K. (2000) Interpretation and classification of partially harvested forest stands in the Fundy Model Forest using multitemporal Landsat TM digital data. Canadian Journal of Remote Sensing, 26, pp. 318-333.
16. Franklin, S. E., Wulder, M. A. and Gerylo, G. R. (2001) Texture analysis of IKONOS panchromatic data for Douglas-fir forest age class separability in British Columbia. International Journal of Remote Sensing, 22, pp. 2627-2632.
17. Gerylo, G. R., Hall, R. J., Franklin, S. E. and Smith, L. (2002) Empirical relations between Landsat TM spectral response and forest stands near Fort Simpson, Northwest Territories, Canada. Canadian Journal of Remote Sensing, 28, pp. 68-79.
18. Gong, P., Mahler, S. A., Biging, G. S. and Newburn, D. A. (2003) Vineyard identification in an oak woodland landscape with airborne digital camera imagery. International Journal of Remote Sensing, 24, pp. 1303-1315.
19. Hansen, M. J., Franklin, S. E., Woudsma, C. G. and Peterson, M. (2001) Forest structure classification in the North Columbia Mountains using the Landsat TM Tasseled Cap Wetness Component. Canadian Journal of Remote Sensing, 27, pp. 20-32.
20. Hansen, M. J., Franklin, S. E., Woudsma, C. G. and Peterson, M. (2001) Caribou habitat mapping and fragmentation analysis using Landsat MSS, TM, and GIS data in the North Columbia Mountains, British Columbia, Canada. Remote Sensing of Environment, 77, pp. 50-65.
21. Haralick, R. M., Shanmugan, K. and Dinstein, I. (1973) Textural features for image classification. IEEE Transactions on Systems, Man, and Cybernetics, pp. 610-621.
22. Healey, S. P., Cohen, W. B., Zhigiang, Y. and Krankina, O. N. (2005) Comparison of Tasseled Cap-based Landsat data structures for use in forest disturbance detection. Remote Sensing of Environment, 97, pp. 301-310.
23. Jensen, J. R. (2005) Introductory Digital Image Processing: A Remote Sensing Perspective, Pearson Prentice Hall, Upper Saddle River, NJ
24. Jin, S. and Sader, S. A. (2005) Comparison of time series tasselled cap wetness and the normalized difference moisture index in detection forest disturbances. Remote Sensing of Environment, 94, pp. 364-372.
25. Kimes, D. S., Holben, B. N., Nickeson, J. E. and McKee, W. A. (1996) Extracting forest age in a Pacific Northwest Forest from Thematic Mapper and topographic data. Remote Sensing of Environment, 56, pp. 133-140.
26. Kimes, D. S., Nelson, R. F., Salas, W. A. and Skole, D. L. (1999) Mapping secondary tropical forest and forest age from SPOT HRV data. International Journal of Remote Sensing, 20, pp. 3625-3640.
27. Lanzl, F. and Richter, R. (1991) A fast atmospheric correction algorithm for small swath angle satellite sensors. ICO Topical Meeting on Atmospheric, Volume and Surface Scattering and Propagation Conference Proceedings, pp. 455-458.
28. Lefsky, M. A., Hudak, A. T., Cohen, W. B. and Acker, S. A. (2005) Patterns of covariance between forest stand and canopy structure in the Pacific Northwest. Remote Sensing of Environment, 95, pp. 517-531.
29. Lévesque, J. and King, D. J. (1999) Airborne digitial camera image semivariance for evaluation of forest structural damage at an acid mine site. Remote Sensing of Environment, 68, pp. 112-124.
30. Lévesque, J. and King, D. J. (2003) Spatial analysis of radiometric fractions from high-resolution multispectral imagery for modelling individual tree crown and forest canopy structure and health. Remote Sensing of Environment, 84, pp. 589-602.
31. Mattson, D. J., Herrero, S., Wright, R. G. and Pease, C. M. (1996) Science and management of Rocky Mountain Grizzly Bears. Conservation Biology, 10, pp. 1013-1025.
32. McDermid, G. (2005)
33. Nielsen, S. E., Boyce, M. S. and Stenhouse, G. B. (2004) Grizzly bears and forestry I. Selection of clearcuts by grizzly bears in west-central Alberta, Canada. Forest Ecology and Management, 199, pp. 51-65.
34. Nielsen, S. E., Herrero, S., Boyce, M. S., Mace, R. D., Benn, B. and Gibeau, M. L. (2004) Modelling the spatial distribution of human-caused grizzly bear mortalities in the Central Rockies ecosystem of Canada. Biological Conservation, 120, pp. 101-113.
35. Nielsen, S. E., Munro, R. H. M., Bainbridge, E. L., Stenhouse, G. B. and Boyce, M. S. (2004) Grizzly bears and forestry II. Distribution of grizzly bear foods in clear-cuts of west-central Alberta, Canada. Forest Ecology and Management, 199, pp. 67-82.
36. Popplewell, C., Franklin, S. E., Stenhouse, G. B. and Hall-Beyer, M. (2003) Using landscape structure to classify grizzly bear density in Alberta Yellowhead Ecosystem bear management units. Ursus, 14, pp. 27-34.
37. Sabol, D. E., Gillespie, A. R., Adams, J. B., Smith, M. O. and Tucker, C. J. (2002) Structural Stage in Pacific northwest forests estimated using simple mixing models of multispectral images. Remote Sensing of Environment, 80, pp. 1-16.
38. Sader, S. A., Bertrand, M. and Wilson, E. H. (2003) Satellite change detection of forest harvest patterns on an industrial forest landscape. Forest Science, 49, pp. 341-353.
39. Tuominen, S. and Pekkarinen, A. (2005) Performance of different spectral and textural aerial photograph features in multi-source forest inventory. Remote Sensing of Environment, 94, pp. 256-268.
40. van der Sandman, J. J. and Hoekman, D. H. (2005) Review of relationships between grey-tone co-occurrence, semivariance, and autocorrelation based image texture analysis approaches. Canadian Journal of Remote Sensing, 31, pp. 207-213.
41. Wielgus, R. B. and Vernier, P. R. (2003) Grizzly bear selection of managed and unmanaged forests in the Selkirk Mountains. Canadian Journal of Forest Research, 33, pp. 822-829.
42. Wilson, E. H. and Sader, S. (2002) Detection of forest harvest type using multiple dates of Landsat TM imagery. Remote Sensing of Environment, 80, pp. 385-396.
43. Wulder, M. A., Ellsworth, F. L., Franklin, S. E. and Lavigne, M. B. (1998) Aerial image texture information in the estimation of northern deciduous and mixed wood forest leaf area index (LAI). Remote Sensing of Environment, 64, pp. 64-76.
44. Wulder, M. A., Skakun, R. S., Kurz, W. A. and White, J. C. (2004) Estimating time since forest harvest using segmented Landsat ETM+ imagery. Remote Sensing of Environment, 93, pp. 179-187.
45. Zhang, Y. (1999) A new merging method and its spectral and spatial effects. International Journal of Remote Sensing, 20, pp. 2003-2014.
46. Zhang, Y. (2002) A new automatic approach for effectively fusing Landsat 7 as well as IKONOS images.