Per-pixel and sub-pixel classifications of high-resolution satellite data for mangrove species mapping

Applied GIS

Volumn 3, Issue 8, 2007, Pages 1-22

  Kanniah, Kasturi Devi ^a   Wai, Ng Su ^b   Shin, Alvin Lau Meng ^a   Rasib, Abd Wahid ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

^b Kemeneterian Sains Teknologi dan Inovasi   (Malaysia)

Author keywords

Contextual logical channel classification; IKONOS; Linear mixture model; Mangrove; Per pixel classification; Sub pixel classification

Indexed keywords

EID: 76849090094     PISSN: 18325505     EISSN: 18325505     Source Type: Journal    
DOI: None     Document Type: Article

References (35)

1. Abdul Shakoor (2003) - Subpixel classification of ground surface features, GIS Development 7(11), 20-24
2. Alvin, L.M.S., & Mazlan, H. (2003) - Classification of Hyper-spectral data for land cover mapping: Is there any significant improvement?, Geoinformation Science Journal 3(1), 74-79
3. Aschbacher J., Tiangco P., Giri C.P., Ofren R.S., Paudyal D.R. & Ang Y.K. (1995) - Comparison of different sensors and analysis techniques for tropical mangrove forest mapping, Geoscience and Remote Sensing Symposium, IGARSS'95 IEEE International, 2109-111
4. th Canadian Symposium on Remote Sensing, 4, 2069-2072
5. Chavez, P.S. (1988) - An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data, Remote Sensing of Environment, 24 (3), 459-479
6. Chavez, P.S. (1996) - Image based atmospheric corrections-revised and improved, Photogrammetric Engineering and Remote Sensing, 1996, 62 (9), 1025-1036
7. Cherchali, O & Flouzat, G. (1994) - Linear mixture modelling applied to AVHRR data for monitoring vegetation, Geoscience and Remote Sensing Symposium, IGARSS'94, 1242-1244
8. Christensen, B & Olsen P. (1999) - Biodiversity audit and conservation plan for the mangroves of Johor: preparation of an integrated management plan for sustainable use of the Johor mangrove forests, Johor State Forest Department and Danced (Danish Cooperation for Environment and Development) - project document no 6.
9. Franklin, S.E., Wulder, M.A. & Gerylo, G.R. (2004) - Texture analysis of IKONOS panchromatic data for Douglas-fir forest age class separability in British Columbia, International Journal of Remote Sensing. 22 (13), 2627-2632
10. Green, E.P, Clark, C.D., Mumby P.J., Edwards AJ. & Ellis AC. (1998)- Remote sensing technique for mangrove mapping, International Journal of Remote Sensing,19 (5):934-956
11. Gao, J. (1998) - A hybrid method toward accurate mapping of mangroves in a marginal habitat from SPOT multispectral data, International Journal of Remote Sensing, 19 (10),1887-889
12. Hsieh, P.F., Lee, L.C. & Chen, N.Y. (2001), Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing, IEEE Transactions on Geoscience and Remote Sensing, 39 (12), 2657-2663
13. nd end. New Jersey: Prentice-Hall
14. Jollineau, M. & Howarth, P. (2002) - Use of high-resolution imagery to map wetland environments in South-Central Ontario, Canada, Geoscience and Remote Sensing Symposium, IGARSS'02 IEEE International, 3089-091
15. Kairo, JG., Kivyatu, B. & Koedam, N. (2002) - Application of remote sensing and GIS in the management of mangrove forests within and adjacent to Kiunga marine protected area, Lamu, Kenya, Environment, Development and Sustainability, 4(2), 93-112
16. Keshava, N. & Mustard, J.F. (2002) - Spectral unmixing, IEEE Signal Processing, 19(1), 44-57
17. th end. Berlin: Springer
18. Lewis, H.G. & Brown, M. (2001) - A generalized confusion matrix for assessing area estimates from remotely-sensed data, International Journal of Remote Sensing, 22 (16), 3223-35
19. Plaza, A., Martinez, P., Perez, R. & Plaza, J. (2002) - Spatial/spectral end member extraction by multidimensional morphological operations, IEEE Transactions on Geoscience and Remote Sensing, 40 (9), 2025-041
20. Martin, T. (2005) - IKONOS planetary reflectance and mean solar exoatmospheric irradiance, accessed 23 June 2007, available from: http://www.geoeye.com/whitepapers_pdfs/Esun1.pdf.
21. Mehner, H., Cutler, M., Fairbairn, D. & Thompson, G. (2004) - Remote sensing of upland vegetation: the potential of high spatial resolution satellite sensors, Global Ecology and Biogeography, 13 (4), 359-369
22. Mitchell, A. & Lucas, R.M. (2001) - Integration of aerial photography, hyper-spectral data for mangrove characterization, Geoscience and Remote Sensing Symposium, IGARSS'01 IEEE International, 2193-2195
23. Mumby, P.J. & Edwards, A.J. (2002) - Mapping marine environments with IKONOS imagery:enhanced spatial resolution can deliver greater thematic accuracy, Remote Sensing of Environment, 82 (2-3), 248-257
24. Rasolofoharinoro, M., Blasco, F., Bellan, M.F., Aizpuru, M., Gauquelin, T. & Dennis, J. (1998) - A remote sensing based methodology for mangrove studies in Madagascar, International Journal of Remote Sensing,19 (10), 1873-1886
25. Richards, J.A. (1993) - Remote sensing digital image processing; an introduction. Springer-Verlag: Berlin
26. Roberts, D.A., Gardner, M., Church, R., Ustin, S., Sheer, G. & Green, R.O. (1998) - Mapping Chapparal in the Santa Monica mountains using multiple end member spectral mixture models, Remote Sensing of Environment, 65 (3), 267-279
27. nd Asian Conference on Remote Sensing, November, Singapore, 843-847
28. Sulong, I., Mohd-Lokman, H., Mohd-Tarmizi, K. & Ismail, A. (2002) - Mangrove mapping using Landsat imagery and aerial photographs: Kemaman district, Terengganu, Malaysia. Environment, Development and Sustainability, 4(4), 135-152
29. Sungai Buluh Nature Park. (2001)- Zonation and landward mangrove fringe, Wetlands, 8 (2), accessed 23 June 2007, available from: http://wetlands.sbwr.org.sg/text/01-8-2-3.htm.
30. Thomas, V., Treitz, P., Jelinski, D., Miller, J., Lafleur, P. & McCaughey, J.H. (2003) - Image classification of a northern peatland complex using spectral and plant community data, Remote Sensing of Environment, 84(1), 83-94
31. Tomlinson, P.B. (1994) - The botany of mangroves. Cambridge: Cambridge University Press
32. Vaiphasa, C. & Ongsomwang, S. (2004) - Hyper-spectral data for tropical mangrove species discrimination, accessed 23 June 2007, available from: http://www.aarsacrs.org/acrs/proceeding/ACRS2004/Papers/HSS04-5.htm.
33. Verheyden, A., Dahdouh-Guebas, F., Thomas, K., William, D.G., Hettiarachchi, S. & Koedam, N. (2002) - High resolution vegetation data for mangrove research as obtained from aerial photography, Environment, Development and Sustainability, 4(2), 113-133
34. Wang, L., Wayne, P., Sousa, P.G. & Gregory, S.B. (2004) - Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama, Remote Sensing of Environment, 91(3-4), 432-440
35. nd Asian Conference on Remote Sensing, November, Singapore, 1446-1450