Optimizing Remote Sensing and GIS Tools for Mapping and Managing the Distribution of an Invasive Mangrove (Rhizophora mangle) on South Molokai, Hawaii

References

• 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 : 3663 – 3675 .
   Web of Science ®Google Scholar
• Agresti , A. and Coull , B. A. 1998 . Approximate is better than “exact” for interval estimation of binomial proportions . The American Statistician , 52 : 119 – 126 .
   Web of Science ®Google Scholar
• Analytical Imaging and Geophysics, LLC . 2001 . “ ACORN user's guide, stand-alone version. ” . ACORN version 3.12, January 2001. Analytical Imaging and Geophysics, LLC, Boulder, Colo.
   Google Scholar
• Allen , J. A. 1998 . Mangroves as alien species: the case of Hawaii . Global Ecology and Biogeography Letters , 7 : 61 – 71 .
   Web of Science ®Google Scholar
• Alongi , D. M. and Sasekumar , A. 1992 . “ Benthic communities. ” . In Tropical Mangrove Ecosystems , Edited by: Robertson , A. I. and Alongi , D. M. 137 – 171 . Washington, DC : American Geophysical Union .
   Google Scholar
• Alongi , D. M. 2002 . Present state and future of the world's mangrove forests . Environmental Conservation , 29 : 331 – 349 .
   Web of Science ®Google Scholar
• 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 : 239 – 252 .
   PubMed Web of Science ®Google Scholar
• 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 : 605 – 618 .
   Web of Science ®Google Scholar
• 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 : 31 – 45 .
   Google Scholar
• 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
   Google Scholar
• 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 , : 2343 – 2359 . Environmental Research Institute of Michigan
   Google Scholar
• Blasco , F. and Aizpuru , M. 2002 . Mangroves along the coastal stretch of the Bay of Bengal: Present status . Indian Journal of Marine Sciences , 31 : 9 – 20 .
   Web of Science ®Google Scholar
• Blasco , F. , Saenger , P. and Janodet , E. 1996 . Mangroves as indicators of coastal change . Catena , 27 : 167 – 178 .
   Web of Science ®Google Scholar
• 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 ) : 377 – 383 .
   Web of Science ®Google Scholar
• Cochrane , M. A. 2000 . Using vegetation reflectance variability for species level classification of hyperspectral data . International Journal of Remote Sensing , 21 : 2075 – 2087 .
   Web of Science ®Google Scholar
• Congalton , R. 1991 . A review of assessing the accuracy of remotely sensed data . Remote Sensing of Environment , 37 : 35 – 46 .
   Web of Science ®Google Scholar
• Cox , E. F. and Allen , J. A. 1999 . Stand structure and productivity of the introduced Rhizophora mangle in Hawaii . Estuaries , 22 : 276 – 284 .
   Google Scholar
• 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. .
   Google Scholar
• 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 : 77 – 92 .
   Web of Science ®Google Scholar
• 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 : 741 – 759 .
   Web of Science ®Google Scholar
• Danielsen , F. , Sorensen , M[xdot] K. , Olwig , M[xdot] F. , Selvam , V. , Parish , F. , Burgess , N[xdot] D. , Hiraishi , T. , Karunagaran , V[xdot] M. , Rasmussen , M[xdot] S. , Hansen , L[xdot] B. , Quarto , A. and Suryadiputra , N. 2005 . The Asian tsunami: a protective role for coastal vegetation . Science , 310 : 643
   PubMed Web of Science ®Google Scholar
• 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
   Google Scholar
• 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 : 27 – 47 .
   Web of Science ®Google Scholar
• 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 : 317 – 326 .
   Google Scholar
• Egler , F. E. 1947 . Arid southeast Oahu vegetation, Hawaii . Ecological Monographs , 17 : 383 – 435 .
   Web of Science ®Google Scholar
• 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 : 435 – 446 .
   PubMed Web of Science ®Google Scholar
• Elton , C. S. 1958 . “ The ecology of invasions by animals and plants. ” . Methuen, , London : Princeton University Press .
   Google Scholar
• Elvidge , D. E. 1990 . Visible and near infrared reflectance characteristics of dry plant materials . Remote Sensing of Environment , 11 : 1775 – 1795 .
   Google Scholar
• Eong , O. J. , Khoon , G. W. , Ping , W. Y. and Kheung , W. H. 1992 . “ Identification of mangrove vegetation zones using MicroBRIAN and Landsat imagery. ” . In Proceedings of the Third ASEAN Science and Technology Week Conference 383 – 389 . University of Singapore
   Google Scholar
• ERDAS . 1999 . “ ERDAS Field Guide, Fifth Edition. ” . Atlanta, GA : ERDAS .
   Google Scholar
• 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 : 1459 – 1470 .
   Web of Science ®Google Scholar
• Gao , B. C. , Heidebrecht , K. B. and Goetz , A. F[xdot] H. 1993 . Derivation of scaled surface reflectances from AVIRIS data . Remote Sensing of Environment , 44 : 145 – 163 .
   Web of Science ®Google Scholar
• 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 : 1887 – 1899 .
   Web of Science ®Google Scholar
• Green , E. , Clark , C. , Mumby , P. , Edwards , A. and Ellis , A. 1998 . Remote sensing techniques for mapping mangroves . International Journal of Remote Sensing , 19 : 935 – 956 .
   Web of Science ®Google Scholar
• Green , E. and Mumby , P. 2000 . “ Mapping mangroves. ” . In Remote Sensing Handbook for Tropical Coastal Management. Edited by: Edwards , A. J. 183 – 198 . Paris, , Unesco
   Google Scholar
• 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 : 4073 – 4092 .
   Google Scholar
• 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 : 2739 – 2759 .
   Web of Science ®Google Scholar
• 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 : 670 – 683 .
   Google Scholar
• Hirano , A. , Madden , M. and Welch , R. 2003 . Hyperspectral image data for mapping wetland vegetation . Wetlands , 23 : 426 – 448 .
   Google Scholar
• Imbert , D. , Labbe , P. and Rousteau , A. 1996 . Hurricane damage and forest structure in Guadaloupe, French West Indies . Journal of Tropical Ecology , 12 ( 5 ) : 663 – 680 .
   Web of Science ®Google Scholar
• 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 : 165 – 190 .
   Google Scholar
• Iwasaki , A. and Tonooka , H. 2005 . Validation of a crosstalk correction algorithm for ASTER/SWIR . IEEE Transactions on Geoscience and Remote Sensing , 43 : 2747 – 2751 .
   Web of Science ®Google Scholar
• 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 : 13 – 21 .
   Google Scholar
• 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 , DOI 10.1007/s11273-006-9011-9
   Google Scholar
• Kokaly , R. F. , Clark , R. N. and Livo , K. E. 1998 . “ Mapping the biology and mineralogy of Yellowstone National Park using imaging spectroscopy. ” . In Summaries of the Seventh Annual JPL Earth Science Workshop Edited by: Green , R. O. 245 – 254 . Pasadena, CA NASA Jet Propulsion Laboratory
   Google Scholar
• 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 : 295 – 304 .
   Web of Science ®Google Scholar
• 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. ” . In Proceedings of the Thirteenth International Symposium on Remote Sensing of Environment 1737 – 1745 . Environmental Research Institute of Michigan
   Google Scholar
• 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 : 161 – 175 .
   Google Scholar
• Lugo , A. E. and Snedaker , S. C. 1974 . The ecology of mangroves . Annual Review of Ecology and Systematics , 5 : 39 – 64 .
   Google Scholar
• Ma , Z. and Redmond , R. L. 1995 . Tau coefficients for accuracy assessment of classification of remote sensing data . Photogrammetric Engineering and Remote Sensing , 61 : 435 – 439 .
   Web of Science ®Google Scholar
• MacCaughy , V. 1917 . The mangrove in the Hawaiian Islands . Hawaiian Forester and Agriculturalist , 14 : 361 – 365 .
   Google Scholar
• 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 : 787 – 792 .
   Web of Science ®Google Scholar
• Martini , B. A. and Silver , E. A. 2002 . “ The evolution and present state of tree-kills on Mammoth Mt., CA: tracking volcanogenic CO2 and its lethal effects ” . In Summaries of the Eleventh Annual JPL Airborne Earth Science Workshop , Edited by: Green , R. O. Pasadena, CA : R. O. Green (ed.). NASA Jet Propulsion Laboratory .
   Google Scholar
• Moberley , R[xdot] Jr. 1968 . Loss of Hawaiian littoral sand . Journal of Sedimentary Petrology , 38 : 17 – 34 .
   Google Scholar
• Mumby , P. J. , Edwards , A. J. , Arias-Gonzalez , J. E. , Lindeman , K. C. , Blackwell , P. G. , Gall , A. , Gorczynska , M[xdot] I , Harborne , A. R. , Pescod , C. L. , Renken , H. , Wabnitz , C. C[xdot] C. and Llewellyn , G. 2004 . Mangroves enhance the biomass of coral reef fish communities in the Caribbean . Nature , 427 : 533 – 536 .
   PubMed Web of Science ®Google Scholar
• 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 : 157 – 166 .
   Web of Science ®Google Scholar
• Nagelkerken , I. G. , Van , Der Velde , Gorissen , M. W. , Meijer , G. T. , van't Hof , 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 : 31 – 44 .
   Web of Science ®Google Scholar
• Phinn , S. R. , Menges , C. , Hill , G. J[xdot] E. and Stanford , M. 2000 . Optimizing remotely sensed solutions for monitoring, modeling, and managing coastal environments . Remote Sensing of Environment , 73 : 117 – 132 .
   Web of Science ®Google Scholar
• 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
   Google Scholar
• Price , J. C. 1994 . How unique are spectral signatures? . Remote Sensing of Environment , 49 : 181 – 186 .
   Web of Science ®Google Scholar
• 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 : 217 – 229 .
   Google Scholar
• 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 : 939 – 948 .
   Web of Science ®Google Scholar
• 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 : 1873 – 1886 .
   Web of Science ®Google Scholar
• Ricklefs , R. E. and Latham , R. E. 1993 . “ Global patterns of diversity in mangrove floras. ” . In In Species diversity in ecological communities: historical and geographical perspectives , Edited by: Ricklefs , R. E. and Schluter , D. 215 – 229 . Chicago, IL : University of Chicago Press .
   Google Scholar
• Saintilan , N. and Wilton , K. 2001 . Changes in the distribution of mangroves and saltmarshes in Jervis Bay, Australia . Wetlands Ecology and Management , 9 : 409 – 420 .
   Google Scholar
• 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 ) : 393 – 408 .
   Web of Science ®Google Scholar
• Simberloff , D. 1995 . Why do introduced species appear to devastate islands more than mainland areas? . Pacific Science , 49 : 87 – 97 .
   Google Scholar
• Smith , C. R. , Austen , M. C. , Boucher , G. , Heip , C. , Hutchings , P. A. , King , G. M. , Koike , I. , Lambshead , P. J[xdot] D. and Snelgrove , P. 2000 . Global change and biodiversity linkages across the sediment-water interface . Bioscience , 50 ( 12 ) : 1108 – 1120 .
   Web of Science ®Google Scholar
• 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 : 15 – 28 .
   Google Scholar
• Souza Filho , P. W[xdot] M. 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 : 123 – 132 .
   Google Scholar
• Spalding , M. , Blasco , F. and Field , C. 1997 . “ World Mangrove Atlas. The International Society for Mangrove Ecosystems ” . Okinawa, , Japan
   Google Scholar
• 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 : 135 – 152 .
   Google Scholar
• 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 : 292 – 297 .
   Google Scholar
• 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 : 432 – 440 .
   Web of Science ®Google Scholar
• Wester , L. 1981 . Introduction and spread of mangroves in the Hawaiian Islands . Association of Pacific Coast Geographers Yearbook , 43 : 125 – 137 .
   Google Scholar
• Woolley , J. T. 1971 . Reflectance and transmittance of light by leaves . Plant Physiology , 47 : 656 – 662 .
   PubMed Web of Science ®Google Scholar