Tropical dry forest phenology and discrimination of tropical tree species using hyperspectral data

Hyperspectral Remote Sensing of Tropical and Sub-Tropical Forests

Volumn , Issue , 2008, Pages 1-25

  Castro Esau, Karen L ^a   Kalacska, Margaret ^b  

^a CANADIAN FOOD INSPECTION AGENCY   (Canada)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 70349226931     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (68)

1. Lee, D.W. and Graham, R., Leaf optical-properties of rainforest sun and extreme shade plants, American Journal of Botany, 73, 1100, 1986.
2. Fung, T. and Siu, W.L., Hyperspectral data analysis for subtropical tree species recognition, in IGARSS '98 Sensing and Managing the Environment, IEEE International Geoscience and Remote Sensing, Seattle, WA, 1998.
3. Cochrane, M.A., Using vegetation reflectance variability for species-level classification of hyperspectral data, International Journal of Remote Sensing, 21, 2075, 2000.
4. Clark, D.A., Roberts, D.A., and Clark, D.A., Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales, Remote Sensing of Environment, 96, 375, 2005.
5. Jensen, J.R., Remote sensing of the environment: An earth resource perspective. Prentice Hall, Upper Saddle River, NJ, 2000.
6. Knipling, E.B., Physical and physiological basis for the reflectance of visible and nearinfrared radiation from vegetation, Remote Sensing of Environment, 1, 155, 1970.
7. Gates, D.M., Keegan, H.J., Schleter, J.C., et al., Spectral properties of plants, Applied Optics, 4, 11, 1965.
8. Gausman, H.W., Plant leaf optical properties in visible and near-infrared light. GraduateStudies No. 29, Texas Tech Press, Lubbock, TX, 1985.
9. Goodwin, N., Turner, R., and Merton, R., Classifying eucalyptus forests with high spatial and spectral resolution imagery: An investigation of individual species and vegetation communities, Australian Journal of Botany, 53, 337, 2005.
10. Grant, L., Diffuse and specular characteristics of leaf reflectance, Remote Sensing of Environment, 22, 309, 1987.
11. Asner, G.P., Biophysical and biochemical sources of variability in canopy reflectance, Remote Sensing of Environment, 64, 234, 1998.
12. Foley, S., Rivard, B., Sanchez-Azofeifa, G.A., et al., Foliar spectral properties following leaf clipping and implications for handling techniques, Remote Sensing of Environment, 103, 265, 2006.
13. Castro-Esau, K., Sanchez-Azofeifa, G.A., Rivard, B., et al., Variability in leaf optical properties of mesoamerican trees and the potential for species classification, American Journal of Botany, 93, 517, 2006.
14. Roberts, D., Nelson, B.W., Adams, J.B., et al., Spectral changes with leaf aging in Amazoncaatinga, Trees, 12, 315, 1998.
15. Fung, T., Ma, F.Y., and Siu, W.L., Band selection using hyperspectral data of subtropicaltree species, http://www.gisdevelopment.net/aars/acrs/1999/ps3/ps3055pf.htm, 1999.
16. Castro-Esau, K.L., Sanchez-Azofeifa, G.A., and Caelli, T., Discrimination of lianas and trees with leaf-level hyperspectral data, Remote Sensing of Environment, 90, 353, 2004.
17. Kalacska, M., Bohlman, S.A., Sanchez-Azofeifa, G.A., et al., Hyperspectral discrimination of tropical dry forest lianas and trees: Comparative data reduction approaches at the leaf and canopy levels, Remote Sensing of Environment, 109, 406, 2007.
18. Avalos, G., Mulkey, S.S., and Kitajima, K., Leaf optical properties of trees and lianas in the outer canopy of a tropical dry forest, Biotropica, 31, 517, 1999.
19. Lee, D.W., Bone, R.A., Tarsis, S.L., et al., Correlates of leaf optical-properties in tropical forest sun and extreme shade plants, American Journal of Botany, 77, 370, 1990.
20. Poorter, L., Oberbauer, S.F., and Clark, D.B., Leaf optical properties along a vertical gradient in a tropical rain-forest canopy in Costa Rica, American Journal of Botany, 82, 1257, 1995.
21. Nyyssonen, A., Aerial photographs in tropical forests, Unasylva, 16, 3, 1962.
22. Myers, B.J. and Benson, M.L., Rain forest species on large-scale color photos, Photogrammetric Engineering and Remote Sensing, 41, 505, 1981.
23. Myers, B.J., Guide to the identification of some tropical rain forest species from largescale color aerial photographs, Australian Forestry, 45, 28, 1982.
24. Trichon, V., Crown typology and the identification of rain forest trees on large-scale aerial photographs, Plant Ecology, 153, 301, 2001.
25. Sayn-Wittgenstein, L., Milde, R., and Inglis, C.J., Identification of tropical trees on aerial photographs, in Information Report FMR-X-113, 1978, Forest Management Institution, Canada.
26. McGraw, J.B., Warner, T.A., Key, T.L., et al., High spatial resolution remote sensing of forest trees, Trends in Ecology and Evolution, 13, 300, 1998.
27. Gillespie, T.W., Brock, J., and Wright, C.W., Prospects for quantifying structure, floristic composition and species richness of tropical forests, International Journal of Remote Sensing, 25, 707, 2004.
28. Rasolofoharinoro, M., Blasco, F., Bellan, M.F., et al., A remote sensing based methodology for mangrove studies in Madagascar, International Journal of Remote Sensing, 19, 1873, 1998.
29. Wang, L., Sousa, W.P., Gong, P., et al., Comparison of IKONOS and Quickbird images for mapping mangrove species on the Caribbean coast of Panama, Remote Sensing of Environment, 91, 432, 2004.
30. Demuro, M. and Chisholm, L., Assessment of Hyperion for characterizing mangrove communities, in Proceedings of the International Conference AVIIRIS 2003 Workshop, 2003.
31. Vaiphasa, C., Ongsomwang, S., Waiphasa, T., et al., Tropical mangrove species discrimination using hyperspectral data: A laboratory study, Estuarine, Coastal, and Shelf Science, 65, 371, 2005.
32. Hirano, A., Madden, M., and Welch, R., Hyperspectral image data for mapping wetland vegetation, Wetlands, 23, 436, 2003.
33. Proisy, C., Mougin, E., Fromard, F., et al., Interpretation of polarimetric radar signatures of mangrove forests, Remote Sensing of Environment, 71, 56, 2000.
34. Held, A., Ticehurst, C., Lymburner, L., et al., High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing, International Journal of Remote Sensing, 24, 2739, 2003.
35. Green, E.P., Clark, C.D., Mumby, P.J., et al., Remote sensing techniques for mangrove mapping, International Journal of Remote Sensing, 19, 935, 1998.
36. Holdridge, L.R., Grenke, W.C., Hatheway, W.H., et al., Forest environments in tropical life zones: A pilot study. Pergamon Press, New York, 1971.
37. Zhang, J., Rivard, B., Sanchez-Azofeifa, G.A., et al., Intra-and interclass spectral variability of tropical tree species at La Selva, Costa Rica: Implications for species identification using HYDICE imagery, Remote Sensing of Environment, 105, 129, 2006.
38. Sanchez-Azofeifa, G.A. and Castro, K.L., Canopy observations on the hyperspectral properties of a community of tropical dry forest lianas and their host trees, International Journal of Remote Sensing, 27, 2101, 2006.
39. Bunting, P. and Lucas, R.M., The delineation of tree crowns in Australian mixed species forests using hyperspectral compact airborne spectrographic imager (CASI) data, Remote Sensing of Environment, 101, 230, 2006.
40. Xiao, Q., Ustin, S.L., and McPherson, E.G., Using AVIRIS data and multiple-masking techniques to map urban forest tree species, International Journal of Remote Sensing, 25, 5637, 2004.
41. Lefsky, M.A., Cohen, W.B., Parker, G.G., et al., Lidar remote sensing for ecosystem studies, Bioscience, 52, 19, 2002.
42. Leckie, D.G., Geougeon, F.A., Walsworth, N., et al., Stand delineation and composition estimation using semiautomated individual tree crow analysis, Remote Sensing of Environment, 85, 355, 2003.
43. Bai, Y., Walsworth, N., Roddan, B., et al., Quantifying tree cover in the forest-grassland ecotone of British Columbia using crown delineation and pattern detection, Forest Ecology and Management, 212, 92, 2005.
44. Leckie, D.G., Cloney, E., and Joyce, S., Automated detection and mapping of crown discoloration caused by jack pine budworm with 2.5-m resolution multispectral imagery, International Journal Earth Observation and Geoinformation, 7, 61, 2005.
45. Gougeon, F.A. and Leckie, D.G., The individual tree crown approach applied to IKONOS images of a coniferous plantation area, Photogrammetric Engineering and Remote Sensing, 72, 1287, 2006.
46. Read, J.M., Clark, D.B., Venticinque, E.M., et al., Application of merged 1-m and 4-m resolution satellite data to research and management in tropical forests, Journal of Applied Ecology, 40, 592, 2003.
47. Leckie, D., Gougeon, F., Hill, D., et al., Combined high density LiDar and multispectralimagery for individual tree crown analysis, Canadian Journal of Remote Sensing, 29, 633, 2003.
48. Clark, M.L., Clark, D.B., and Roberts, D.A., Small-footprint LiDar estimation of subcanopy elevation and tree height in tropical rain forest landscape, Remote Sensing of Environment, 91, 68, 2004.
49. Holdridge, L.R., Life zone ecology. Tropical Science Center, San Jose, Costa Rica, 1967.
50. Murphy, P.G. and Lugo, A.E., Ecology of tropical dry forest, Annual Review of Ecology and Systematics, 17, 67, 1986.
51. Kalacska, M., Sanchez-Azofeifa, G.A., Calvo-Alvarado, J., et al., Species composition, similarity and diversity in three successional stages of a seasonally dry tropical forest, Forest Ecology and Management, 200, 227, 2004.
52. Hubbell, S.P., Tree dispersion, abundance, and diversity in a tropical dry forest, Science, 203, 1299, 1979.
53. Richards, P.W., The tropical rain forest, an ecological study. Cambridge University Press, Cambridge, 1952.
54. Rivera, G., Elliot, S., Caldas, L.S., et al., Increasing day-length induces spring flushing of tropical dry forest trees in the absence of rain, Trees-Structure and Function, 16, 445, 2002.
55. Condit, R.C., Watts, K., Bohlman, S.A., et al., Quantifying the deciduousness of tropical forest canopies under varying climates, Journal of Vegetation Science, 11, 649, 2000.
56. Frankie, G.W., Baker, H.G., and Opler, P.A., Comparative phenological studies of trees in tropical wet and dry forests in the lowlands of Costa Rica, Journal of Ecology, 62, 881, 1974.
57. Borchert, R., Soil and stem water storage determine phenology and distribution of tropical dry forest trees, Ecology, 75, 1437, 1994.
58. Meinzer, F.C., Andrade, J.L., Goldstein, G., et al., Partitioning of soil water among canopy trees in a seasonally dry tropical forest, Oecologia, 121, 293, 1999.
59. Reich, P.B. and Borchert, R., Water stress and tree phenology in a tropical dry forest in the lowlands of Costa Rica, Journal of Ecology, 72, 61, 1984.
60. Borchert, R., Water status and development of tropical trees during seasonal drought, Trees-Structure and Function, 8, 115, 1994.
61. Borchert, R., Phenology and flowering periodicity of neotropical dry forest species:Evidence from herbarium collections, Journal of Tropical Ecology, 12, 65, 1996.
62. Devall, M.S., Parresol, B.R., and Wright, S.J., Dendroecological analysis of Cordia alliodora, Pseudobombax septenatum and Annona spraguei in Central Panama, IAWA Journal, 16, 411, 1995.
63. Fuchs, E.J., Lobo, J.A., and Quesada, M., Effects of forest fragmentation and flowering phenology on the reproductive success and mating patterns of the tropical dry forest tree Pachira quinata, Conservtion Biology, 17, 149, 2003.
64. Castro-Esau, K., Sanchez-Azofeifa, G.A., and Rivard, B., Monitoring secondary tropicalforests using space-borne data: Implications for Central America, International Journal of Remote Sensing, 24, 1853, 2003.
65. Collins, W., Remote-sensing of crop type and maturity, Photogrammetric Engineering and Remote Sensing, 44, 43, 1978.
66. Gamon, J.A., Kitajima, K., Mulkey, S.S., et al., Diverse optical and photosynthetic properties in a neotropical dry forest during the dry season: Implications for remote estimation of photosynthesis, Biotropica, 37, 547, 2005.
67. Herrerias-Diego, Y., Quesada, M., and Stoner, K.E., Fragmentation on phenological patterns and reproductive success of the tropical dry forest tree Ceiba aesculifolia, Conservation Biology, 20, 1111, 2006.
68. Hooke, S.J., Myers, J.J., Thome, K.J., et al., MODIS/ASTER airborne simulator (MASTER)-A new instrument for Earth science studies, Remote Sensing of Environment, 76, 93, 2001.