Optimizing remote sensing and GIS tools for mapping and managing the distribution of an invasive mangrove (Rhizophora mangle) on South Molokai, Hawaii

Marine Geodesy

Volumn 30, Issue 1-2, 2007, Pages 125-144

  D'Iorio, Mimi ^a   Jupiter, Stacy D ^a   Cochran, Susan A ^b   Potts, Donald C ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b U S GEOLOGICAL SURVEY   (United States)

Author keywords

Aerial photography; Alien species management; ASTER; AVIRIS; Classification accuracy; Habitat mapping; Red mangrove

Indexed keywords

ACCURACY ASSESSMENT; AERIAL PHOTOGRAPHY; ASTER; AVIRIS; GIS; HABITAT; MANGROVE; MAPPING; REMOTE SENSING; SHORELINE;

HAWAII [UNITED STATES]; HAWAIIAN ISLANDS; MOLOKAI; NORTH AMERICA; PACIFIC ISLANDS; PACIFIC OCEAN; UNITED STATES;

RHIZOPHORA MANGLE; RHIZOPHORACEAE;

EID: 34248231935     PISSN: 01490419     EISSN: 1521060X     Source Type: Journal    
DOI: 10.1080/01490410701296663     Document Type: Article

References (76)

1. Adams, M. L., Philpot, W. D. and Norvell, W. A. (1999) Yellowness index: an application of spectral second derivatives to estimate chlorosis of leaves in stressed vegetation. International Journal of Remote Sensing, 20, pp. 3663-3675.
2. Agresti, A. and Coull, B. A. (1998) Approximate is better than "exact" for interval estimation of binomial proportions. The American Statistician, 52, pp. 119-126.
3. Analytical Imaging and Geophysics, LLC (2001) ACORN user's guide, stand-alone version.
4. Allen, J. A. (1998) Mangroves as alien species: The case of Hawaii. Global Ecology and Biogeography Letters, 7, pp. 61-71.
5. Alongi, D. M. and Sasekumar, A. (1992) Benthic communities. Tropical Mangrove Ecosystems, pp. 137-171. American Geophysical Union, Washington, DC
6. Alongi, D. M. (2002) Present state and future of the world's mangrove forests. Environmental Conservation, 29, pp. 331-349.
7. Alongi, D. M. and McKinnon, A. D. (2005) The cycling and fate of terrestrially-derived sediments and nutrients in the coastal zone of the Great Barrier Reef shelf. Marine Pollution Bulletin, 51, pp. 239-252.
8. Alongi, D. M., Pfitzner, J., Trott, L. A., Tirendi, F., Dixon, P. and Klumpp, D. W. (2005) Rapid sediment accumulation and microbial mineralization in forests of the mangrove Kandelia candel in the Jiulongjiang Estuary, China. Estuarine, Coastal and Shelf Science, 63, pp. 605-618.
9. Battiau-Queney, Y., Billet, J. F., Chaverot, S. and Lanoy-Ratel, P. (2003) Recent shoreline mobility and geomorphologic evolution of macrotidal sandy beaches in the north of France. Marine Geology, 194, pp. 31-45.
10. Bigelow, K. A., Alspach, K., Lohle, R., McDonough, T., Ravetto, P., Rosenfeld, C., Stender, G. and Wong, C. (1989) Assessment of mangrove ecosystem of west Moloka'i, Hawaii, with additional site surveys of Moauni Beach Park and Ualapu'e Fishpond. Marine Option Program, University of Hawaii. Honolulu, HI
11. Bina, R. T., de Jesus, B. R. and Lorenzo, E. (1978) Mangrove inventory of the Philippines using Landsat multi-spectral data and image 100 system. Proceedings of the Twelfth International Symposium on Remote Sensing of Environment, pp. 2343-2359.
12. Blasco, F. and Aizpuru, M. (2002) Mangroves along the coastal stretch of the Bay of Bengal: Present status. Indian Journal of Marine Sciences, 31, pp. 9-20.
13. Blasco, F., Saenger, P. and Janodet, E. (1996) Mangroves as indicators of coastal change. Catena, 27, pp. 167-178.
14. Chimner, R. A., Fry, B., Kaneshiro, M. Y. and Cormier, N. (2006) Current extent and historical expansion of introduced mangroves on O'ahu, Hawai'i. Pacific Science, 60:3, pp. 377-383.
15. Cochrane, M. A. (2000) Using vegetation reflectance variability for species level classification of hyperspectral data. International Journal of Remote Sensing, 21, pp. 2075-2087.
16. Congalton, R. (1991) A review of assessing the accuracy of remotely sensed data. Remote Sensing of Environment, 37, pp. 35-46.
17. Cox, E. F. and Allen, J. A. (1999) Stand structure and productivity of the introduced Rhizophora mangle in Hawaii. Estuaries, 22, pp. 276-284.
18. Cox, E. F. and Jokiel, P. L. (1996) An environmental study of Nuupia Ponds Wildlife Management Area, Marine Corps Base Hawaii, Kaneohe Bay. Final report.
19. Dahdouh-Guebas, F., Van Pottelbergh, I., Kairo, J. G., Cannicci, S. and Koedam, N. (2004) Human-impacted mangroves in Gazi (Kenya): Predicting future vegetation based on retrospective remote sensing, social surveys, and tree distribution. Marine Ecology Progress Series, 272, pp. 77-92.
20. Dahdouh-Guebas, F., Verheyden, A., De Genst, W., Hettiarachchi, S. and Koedam, N. (2000) Four decadal vegetation dynamics in Sri Lankan mangroves as detected from sequential aerial photography: A case study in Galle. Bulletin of Marine Science, 67, pp. 741-759.
21. Danielsen, F., Sorensen, M.K., Olwig, M.F., Selvam, V., Parish, F., Burgess, N.D., Hiraishi, T., Karunagaran, V.M., Rasmussen, M.S., Hansen, L.B., Quarto, A. and Suryadiputra, N. (2005) The Asian tsunami: A protective role for coastal vegetation. Science, 310, p. 643.
22. D'Iorio, M. M. (2003) Mangroves and shoreline change on Molokai, Hawaii: assessing the role of introduced Rhizophora mangle in sediment dynamics and coastal change using remote sensing and GIS. Ph.D. Dissertation. University of California.Santa Cruz, CA
23. Duke, N. C., Ball, M. C. and Ellison, J. C. (1998) Factors influencing biodiversity and distributional gradients in mangroves. Global Ecology and Biogeography Letters, 7, pp. 27-47.
24. Dutrieux, E., Denis, J. and Populus, J. (1990) Application of SPOT data to a base-line ecological study of the Mahakam delta mangroves (East Kalimantan, Indonesia). Oceanologica Acta, 13, pp. 317-326.
25. Egler, F. E. (1947) Arid southeast Oahu vegetation, Hawaii. Ecological Monographs, 17, pp. 383-435.
26. Ellison, A. M. and Farnsworth, E. J. (1997) Simulated sea level change alters anatomy, physiology, growth, and reproduction of red mangrove (Rhizophora mangle L.). Oecologia, 112, pp. 435-446.
27. Elton, C. S. (1958) The ecology of invasions by animals and plants. Princeton University Press, Methuen, London
28. Elvidge, D. E. (1990) Visible and near infrared reflectance characteristics of dry plant materials. Remote Sensing of Environment, 11, pp. 1775-1795.
29. Eong, O. J., Khoon, G. W., Ping, W. Y. and Kheung, W. H. (1992) Identification of mangrove vegetation zones using MicroBRIAN and Landsat imagery. Proceedings of the Third ASEAN Science and Technology Week Conference, pp. 383-389.
30. ERDAS (1999) ERDAS Field Guide, Fifth Edition. ERDAS, Atlanta, GA
31. Filella, I. and Penuelas, J. (1994) The red edge position and shape as indicators of plant chlorophyll content, biomass, and hydric status. International Journal of Remote Sensing, 15, pp. 1459-1470.
32. Gao, B. C., Heidebrecht, K. B. and Goetz, A. F.H. (1993) Derivation of scaled surface reflectances from AVIRIS data. Remote Sensing of Environment, 44, pp. 145-163.
33. 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, pp. 1887-1899.
34. Green, E., Clark, C., Mumby, P., Edwards, A. and Ellis, A. (1998) Remote sensing techniques for mapping mangroves. International Journal of Remote Sensing, 19, pp. 935-956.
35. Green, E. and Mumby, P. (2000) Mapping mangroves. Remote Sensing Handbook for Tropical Coastal Management., pp. 183-198. Paris, Unesco
36. Haito, H., Bellan, M. F., Al-Habshi, A., Aizpuru, M. and Blasco, F. (2003) Mangrove research and coastal ecosystem studies with SPOT-4 HRVIR and TERRA ASTER in the Arabian Gulf. International Journal of Remote Sensing, 24, pp. 4073-4092.
37. Held, A., Ticehurst, C., Lymburner, L. and Williams, N. (2003) High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing. International Journal of Remote Sensing, 24, pp. 2739-2759.
38. Higinbotham, C. B., Alber, M. and Chalmers, A. G. (2004) Analysis of tidal marsh vegetation patterns in two Georgia estuaries using aerial photography and GIS. Estuaries, 27, pp. 670-683.
39. Hirano, A., Madden, M. and Welch, R. (2003) Hyperspectral image data for mapping wetland vegetation. Wetlands, 23, pp. 426-448.
40. Imbert, D., Labbe, P. and Rousteau, A. (1996) Hurricane damage and forest structure in Guadaloupe, French West Indies. Journal of Tropical Ecology, 12:5, pp. 663-680.
41. Islam, M. S. and Wahab, M. A. (2005) A review on the present status and management of mangrove wetland habitat resources in Bangladesh with emphasis on mangrove fisheries and aquaculture. Hydrobiologia, 542, pp. 165-190.
42. Iwasaki, A. and Tonooka, H. (2005) Validation of a crosstalk correction algorithm for ASTER/SWIR. IEEE Transactions on Geoscience and Remote Sensing, 43, pp. 2747-2751.
43. Jensen, J. R., Ramsey, E., Davis, B. A. and Thoemke, C. W. (1991) The measurement of mangrove characteristics in southwest Florida using SPOT multispectral data. Geocartography International, 2, pp. 13-21.
44. Jupiter, S. D., Potts, D. C., Phinn, S. R. and Duke, N. C. (2006) Natural and anthropogenic changes to mangrove distributions in the Pioneer River Estuary (QLD, Australia). Wetlands Ecology and Management
45. Kokaly, R. F., Clark, R. N. and Livo, K. E. (1998) Mapping the biology and mineralogy of Yellowstone National Park using imaging spectroscopy. Summaries of the Seventh Annual JPL Earth Science Workshop, pp. 245-254. Pasadena, CA
46. Lee, J. B., Woodyatt, A. S. and Berman, M. (1990) Enhancement of high spectral resolution remote sensing data by a noisy-adjusted principal components transform. IEEE Transactions on Geoscience and Remote Sensing, 28, pp. 295-304.
47. Lorenzo, E. N., de Jesus, B. R. and Jara, R. B. (1979) Assessment of mangrove forest deterioration in Zamboanga Peninsula, Philippines using Landsat MSS data. Proceedings of the Thirteenth International Symposium on Remote Sensing of Environment, pp. 1737-1745.
48. Lucas, R. M., Ellison, J. C., Mitchell, A., Donelly, B., Finlayson, M. and Milne, A. K. (2002) Use of stereo aerial photography for quantifying changes in the extent and height of mangroves in tropical Australia. Wetlands Ecology and Management, 10, pp. 161-175.
49. Lugo, A. E. and Snedaker, S. C. (1974) The ecology of mangroves. Annual Review of Ecology and Systematics, 5, pp. 39-64.
50. Ma, Z. and Redmond, R. L. (1995) Tau coefficients for accuracy assessment of classification of remote sensing data. Photogrammetric Engineering and Remote Sensing, 61, pp. 435-439.
51. MacCaughy, V. (1917) The mangrove in the Hawaiian Islands. Hawaiian Forester and Agriculturalist, 14, pp. 361-365.
52. Manson, F. J., Lonergan, N. R., McLeod, J. M. and Kenyon, R. A. (2001) Assessing techniques for estimating the extent of mangroves: Topographic maps, aerial photographs and Landsat TM images. Marine and Freshwater Research, 52, pp. 787-792.
53. 2 and its lethal effects. Summaries of the Eleventh Annual JPL Airborne Earth Science Workshop, R. O. Green (ed.). NASA Jet Propulsion Laboratory, Pasadena, CA
54. Moberley, R. Jr. (1968) Loss of Hawaiian littoral sand. Journal of Sedimentary Petrology, 38, pp. 17-34.
55. Mumby, P. J., Edwards, A. J., Arias-Gonzalez, J. E., Lindeman, K. C., Blackwell, P. G., Gall, A., Gorczynska, M.I, Harborne, A. R., Pescod, C. L., Renken, H., Wabnitz, C. C. C. and Llewellyn, G. (2004) Mangroves enhance the biomass of coral reef fish communities in the Caribbean. Nature, 427, pp. 533-536.
56. Mumby, P. J., Green, E. P., Edwards, A. J. and Clark, C. D. (1999) The cost-effectiveness of remote sensing for tropical coastal resources assessment and management. Journal of Environmental Management, 55, pp. 157-166.
57. Nagelkerken, I. G., Van, Der Velde, Gorissen, M. W., Meijer, G. T., Hof, T. van't and denHartog, C. (2000) Importance of mangroves, seagrass beds and the shallow coral reefs as a nursery for important coral reef fishes, using a visual census technique. Estuarine, Coastal and Shelf Science, 51, pp. 31-44.
58. Phinn, S. R., Menges, C., Hill, G. J. E. and Stanford, M. (2000) Optimizing remotely sensed solutions for monitoring, modeling, and managing coastal environments. Remote Sensing of Environment, 73, pp. 117-132.
59. Pratt, L. W. (1985) Vegetation management strategies for three national historical parks on Hawai'i Island. The Pacific Cooperative Studies Unit and the Hawaii-Pacific Islands Ecosystems Studies Unit Network Technical Report No. 121 University of Hawaii.Honolulu
60. Price, J. C. (1994) How unique are spectral signatures?. Remote Sensing of Environment, 49, pp. 181-186.
61. Ramirez-Garcia, P., Lopez-Blanco, J. and Ocana, D. (1998) Mangrove vegetation assessment in the Santiago River Mouth, Mexico, by means of supervised classification using Landsat TM imagery. Forest Ecology and Management, 205, pp. 217-229.
62. Ramsey, E. W. III and Jensen, J. R. (1996) Remote sensing of mangrove wetlands: Relating canopy spectra to site-specific data. Photogrammetric Engineering & Remote Sensing, 62, pp. 939-948.
63. Rasolofoharinoro, M., Blasco, F., Bellan, M. F., Aizpuru, M., Gauquelin, T. and Denis, J. (1998) A remote sensing based methodology for mangrove studies in Madagascar. International Journal of Remote Sensing, 19, pp. 1873-1886.
64. Ricklefs, R. E. and Latham, R. E. (1993) Global patterns of diversity in mangrove floras. In Species diversity in ecological communities: historical and geographical perspectives, pp. 215-229. University of Chicago Press, Chicago, IL
65. Saintilan, N. and Wilton, K. (2001) Changes in the distribution of mangroves and saltmarshes in Jervis Bay, Australia. Wetlands Ecology and Management, 9, pp. 409-420.
66. Sherman, R. E., Fahey, T. J. and Martinez, P. (2001) Hurricane impacts on a mangrove forest in the Dominican Republic: Damage patterns and early recovery. Biotropica, 33:3, pp. 393-408.
67. Simberloff, D. (1995) Why do introduced species appear to devastate islands more than mainland areas?. Pacific Science, 49, pp. 87-97.
68. Smith, C. R., Austen, M. C., Boucher, G., Heip, C., Hutchings, P. A., King, G. M., Koike, I., Lambshead, P. J. D. and Snelgrove, P. (2000) Global change and biodiversity linkages across the sediment-water interface. Bioscience, 50:12, pp. 1108-1120.
69. Smith, G. M., Spencer, T., Murray, A. L. and French, J. R. (1998) Assessing seasonal vegetation change in coastal wetlands with airborne remote sensing: An outline methodology. Mangroves and Salt Marshes, 2, pp. 15-28.
70. Filho, P. W. M. Souza and Paradella, W. S. (2002) Recognition of the main geobotanical features along the Braganca mangrove coast (Brazilian Amazon Region) from Landsat TM and RADARSAT-1 data. Wetlands Ecology and Management, 10, pp. 123-132.
71. Spalding, M., Blasco, F. and Field, C. (1997) World Mangrove Atlas. The International Society for Mangrove Ecosystems. Okinawa, Japan
72. Sulong, I., Mohd-Lokman, H., Mohd-Tarmizi, K. and Ismail, A. (2002) Mangrove mapping using Landsat imagery and aerial photographs: Kemaman district, Terengganu, Malaysia. Environment, Development and Sustainability, 4, pp. 135-152.
73. Thelen, K. D., Kravchenko, A. N. and Lee, C. D. (2004) Use of optical remote sensing for detecting herbicide injury in soybean. Weed Technology, 18, pp. 292-297.
74. Wang, L., Sousa, W. P., Gong, P. and Biging, G. S. (2004) Comparison of IKONOS and Quickbird images for mapping mangrove species on the Caribbean coast of Panama. Remote Sensing of Environment, 91, pp. 432-440.
75. Wester, L. (1981) Introduction and spread of mangroves in the Hawaiian Islands. Association of Pacific Coast Geographers Yearbook, 43, pp. 125-137.
76. Woolley, J. T. (1971) Reflectance and transmittance of light by leaves. Plant Physiology, 47, pp. 656-662.