Retrieving forest structure variables based on image texture analysis and IKONOS-2 imagery

Remote Sensing of Environment

Volumn 102, Issue 3-4, 2006, Pages 390-401

  Kayitakire, F ^a   Hamel, C ^a   Defourny, P ^a  

^a UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

Author keywords

Co occurrence matrix; Forest inventory; IKONOS; Texture

Indexed keywords

ERROR ANALYSIS; ESTIMATION; FORESTRY; IMAGE ANALYSIS; INVENTORY CONTROL; SATELLITES; SENSITIVITY ANALYSIS;

CO-OCCURRENCE MATRIX; FOREST INVENTORY; IKONOS; TEXTURE;

REMOTE SENSING;

ERROR ANALYSIS; FOREST; IKONOS; REMOTE SENSING; TEMPERATE FOREST; TEXTURE;

FORESTRY; SENSITIVITY;

PICEA;

EID: 33646835421     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2006.02.022     Document Type: Article

References (39)

1. Baraldi A., and Parmiggiani F. An investigation of the textural characteristics associated with gray-level cooccurrence matrix statistical parameters. IEEE Transactions on Geoscience and Remote Sensing 33 2 (1995) 293-304
2. Carr J.R., and de Miranda F.P. The semivariogram in comparison to the co-occurrence matrix for classification of image texture. IEEE Transactions on Geoscience and Remote Sensing 36 6 (1998) 1945-1952
3. Cook R.D., and Weisberg S. Residuals and influence in regression (1982), Chapman and Hall, New York
4. Culvenor D.S. TIDA: An algorithm for the delineation of tree crowns in high spatial resolution remotely sensed imagery. Computers and Geosciences 28 1 (2002) 33-44
5. Duplat P., and Perrotte G. Inventaire et estimation de l'accroissement des peuplements forestiers (1981), Office National des Forêts, Paris
6. Franco-Lopez H., Ek A.R., and 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 3 (2001) 251-274
7. Franklin S.E., Hall R.J., Moskal L.M., Maudie A.J., and Lavigne M.B. Incorporating texture into classification of forest species composition from airborne multispectral images. International Journal of Remote Sensing 21 1 (2000) 61-79
8. Franklin S.E., Maudie A.J., and Lavigne M.B. Using spatial co-occurrence texture to increase forest structure and species composition classification accuracy. Photogrammetric Engineering and Remote Sensing 67 7 (2001) 849-855
9. Franklin S.E., and Mcdermid G.J. Empirical relations between digital SPOT-HRV and CASI spectral response and Lodgepole Pine (Pinus contorta) forest stand parameters. International Journal of Remote Sensing 14 12 (1993) 2331-2348
10. Franklin S.E., Wulder M.A., and Gerylo G.R. Texture analysis of IKONOS panchromatic data for Douglas-fir forest age class separability in British Columbia. International Journal of Remote Sensing 22 13 (2001) 2627-2632
11. Franklin S.E., Wulder M.A., and Lavigne M.B. Automated derivation of geographic window sizes for use in remote sensing digital image texture analysis. Computers and Geosciences 22 6 (1996) 665-673
12. Gougeon F.A., and Leckie D.G. Forest regeneration: Individual tree crown detection techniques for density and stocking assessments. In: Hill D., and Leckie D. (Eds). Automated interpretation of high spatial resolution digital imagery for forestry (1999), Canadian Forest Service, Victoria, B.C., Canada 169-177
13. Gougeon F.A., Leckie D.G., Paradine D., and Scott I. Individual tree crown species recognition: The Nahmint study. In: Hill D., and Leckie D. (Eds). Automated interpretation of high spatial resolution digital imagery for forestry (1999), Canadian Forest Service, Victoria, B.C., Canada 209-223
14. Haralick R.M., Shanmugan K., and Dinstein I. Texture features for image classification. IEEE Transactions on Systems, Man and Cybernetics 3 6 (1973) 610-621
15. Hay G.J., Niemann K.O., and McLean G.F. An object-specific image-texture analysis of H-resolution forest imagery. Remote Sensing of Environment 55 2 (1996, February) 108-122
16. Holmgren P., and Thuresson T. Satellite remote sensing for forestry planning. A review. Scandinavian Journal of Forest Research 13 1 (1998) 90-110
17. Hyyppa H.J., and Hyyppa J.M. Effects of stand size on the accuracy of remote sensing-based forest inventory. IEEE Transactions on Geoscience and Remote Sensing 39 12 (2001) 2613-2621
18. Hyyppa J., Hyyppa H., Inkinen M., Engdahl M., Linko S., and Zhu Y.H. Accuracy comparison of various remote sensing data sources in the retrieval of forest stand attributes. Forest Ecology and Management 128 1-2 (2000) 109-120
19. Kayitakire F., Giot P., and Defourny P. Automated delineation of the forest stands using digital color orthophotos: Case study in Belgium. Canadian Journal of Remote Sensing 28 5 (2002) 629-640
20. Key T., Warner T.A., McGraw J.B., and Fajvan M.A. A comparison of multispectral and multitemporal information in high spatial resolution imagery for classification of individual tree species in a temperate hardwood forest. Remote Sensing of Environment 75 1 (2001) 100-112
21. Kilpelainen P., and Tokola T. Gain to be achieved from stand delineation in LANDSAT TM image-based estimates of stand volume. Forest Ecology and Management 124 2-3 (1999) 105-111
22. Levesque J., and King D.J. Airborne digital camera image semivariance for evaluation of forest structural damage at an acid mine site. Remote Sensing of Environment 68 2 (1999) 112-124
23. Lucau C. Comparaison de différents modèles de GPS pour une utilisation en milieu boisé. Forêt wallonne 54 (2001) 6-9
24. Muinonen E., Maltamo M., Hyppanen H., and Vainikainen V. Forest stand characteristics estimation using a most similar neighbor approach and image spatial structure information. Remote Sensing of Environment 78 3 (2001) 223-228
25. Pax L.M., Woodcock C.E., Macomber S.A., Gopal S., and Song C. Forest mapping with a generalized classifier and Landsat TM data. Remote Sensing of Environment 77 3 (2001) 241-250
26. Pesaresi M. Texture analysis for urban pattern recognition using fine-resolution panchromatic satellite imagery. Geographical and Environmental Modelling 4 1 (2000) 43-63
27. Rao P.V.N., Sai M.V.R.S., Sreenivas K., Rao M.V.K., Rao B.R.M., Dwivedi R.S., and Venkataratnam L. Textural analysis of IRS-1D panchromatic data for land cover classification. International Journal of Remote Sensing 23 17 (2002) 3327-3345
28. Salvador R., and Pons X. On the reliability of Landsat TM for estimating forest variables by regression techniques: A methodological analysis. IEEE Transactions on Geoscience and Remote Sensing 36 6 (1998) 1888-1897
29. Skinner L., Luckman A., and Baltzer H. Estimating forest stand height using SAR interferometry: A case study at Thetford Forest using spaceborne and airborne interferometric systems. ForestSAT conference: Operational tools in forestry using remote sensing techniques (2002, August), Edinburgh, Scotland CDROM
30. Soh L.K., and Tsatsoulis C. Texture analysis of SAR sea ice imagery using gray level co-occurrence matrices. IEEE Transactions on Geoscience and Remote Sensing 37 2 (1999) 780-795
31. Solberg A.H.S. Contextual data fusion applied to forest map revision. IEEE Transactions on Geoscience and Remote Sensing 37 3 (1999) 1234-1243
32. Stellingwerf D.A., and Hussin Y.A. Measurements and estimations of forest stand parameters using remote sensing (1997), VSP, Utrecht
33. StOnge B.A., and Cavayas F. Estimating forest stand structure from high resolution imagery using the directional variogram. International Journal of Remote Sensing 16 11 (1995) 1999-2021
34. StOnge B.A., and Cavayas F. Automated forest structure mapping from high resolution imagery based on directional semivariogram estimates. Remote Sensing of Environment 61 1 (1997) 82-95
35. Toutin T. Error tracking in IKONOS geometric processing using a 3D parametric model. Photogrammetric Engineering and Remote Sensing 69 1 (2003) 43-51
36. Trotter C.M., Dymond J.R., and Goulding C.J. Estimation of timber volume in a coniferous plantation forest using Landsat TM. International Journal of Remote Sensing 18 10 (1997) 2209-2223
37. Woodcock C.E., Collins J.B., Jakabhazy V.D., Li X.W., Macomber S.A., and Wu Y.C. Inversion of the Li-Strahler canopy reflectance model for mapping forest structure. IEEE Transactions on Geoscience and Remote Sensing 35 2 (1997) 405-414
38. Wulder M.A., LeDrew E.F., Franklin S.E., and Lavigne M.B. Aerial image texture information in the estimation of northern deciduous and mixed wood forest leaf area index (LAI). Remote Sensing of Environment 64 1 (1998) 64-76
39. Wulder M., Niemann K.O., and Goodenough D.G. Local maximum filtering for the extraction of tree locations and basal area from high spatial resolution imagery. Remote Sensing of Environment 73 1 (2000) 103-114