QuickBird and Hyperion data analysis of an invasive plant species in the Galapagos Islands of Ecuador: Implications for control and land use management

Remote Sensing of Environment

Volumn 112, Issue 5, 2008, Pages 1927-1941

  Walsh, Stephen J ^a   McCleary, Amy L ^a   Mena, Carlos F ^a   Shao, Yang ^a   Tuttle, Julie P ^a   González, Augusto ^b   Atkinson, Rachel ^c  

^a University of North Carolina at Chapel Hill   (United States)

^b CLIRSEN   (Ecuador)

^c Charles Darwin Foundation   (Ecuador)

Author keywords

Galapagos; Guava; Hyperion and QuickBird data; Invasive species management; Mixture modeling; Object Based Image Analysis (OBIA); Pattern metrics

Indexed keywords

ANIMALS; BIODIVERSITY; ECOSYSTEMS; FRUITS; LAND USE; PIXELS; PLANTS (BOTANY); SATELLITES;

GALAPAGOS; INVASIVE SPECIES MANAGEMENT; MIXTURE MODELING; OBJECT-BASED IMAGE ANALYSIS (OBIA); QUICKBIRD DATA;

DATA REDUCTION;

DATA ASSIMILATION; FRUIT; HABITAT RESTORATION; IMAGE ANALYSIS; INVASIVE SPECIES; LAND USE PLANNING; NUMERICAL MODEL; PATTERN RECOGNITION; PIXEL; RESTORATION ECOLOGY; SATELLITE DATA; SHRUB; SPECTRAL RESOLUTION;

ECUADOR; GALAPAGOS ISLANDS; ISABELA [GALAPAGOS ISLANDS]; PACIFIC ISLANDS; PACIFIC OCEAN; SOUTH AMERICA;

ANIMALIA; HYPERION; PSIDIUM; PSIDIUM GUAJAVA;

EID: 41249092362     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2007.06.028     Document Type: Article

References (36)

1. Adams J.B., Sabol D., Kapos V., Fliho R.A., Roberts D.A., and Smith M.O. Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon. Remote Sensing of the Environment 52 (1995) 137-154
2. Asner G.P., and Heidebrecht K.B. Imaging spectroscopy for desertification studies: Comparing AVIRIS and EO-1 Hyperion in Argentina drylands. IEEE Transactions on Geoscience and Remote Sensing 41 (2003) 1283-1296
3. Bateson C.A., Asner G.P., and Wessman C.A. End-member bundles: A new approach to incorporating end-member variability in spectral mixture analysis. IEEE Transactions in Geosciences and Remote Sensing 38 (2000) 1083-1094
4. Binggeli P., Hall J.B., and Healey J.R. A review of invasive woody plants in the tropics. School of Agricultural and Forest Sciences Publication Number 13 (1998), University of Wales, Bangor. http://www.safs.bangor.ac.uk/iwpt On-line publication. Available at http://www.safs.bangor.ac.uk/iwpt
5. Blaschke T., and Hay G. Object-oriented image analysis and scale-space: Theory and methods for modeling and evaluating multi-scale landscape structure. International Archives of Photogrammetry and Remote Sensing 34 (2001) 22-29
6. Blaschke T., Lang S., Lorup E., Stobl J., and Zeil P. Object-oriented image processing in an integrated GIS/remote sensing environment and perspectives for environmental applications. In: Cremers A., and Greve K. (Eds). Environmental Information for Planning, Politics and the Public vol. 2 (2000), Verlag, Marburg 555-570
7. Boardman J.W. Automated spectral unmixing of AVIRIS data using convex geometry concepts. Summaries 4th Jet Propulsion Laboratory. Airborne Geoscience Workshop, Pasadena, California vol. 1 (1993) 11-14
8. Campbell J.B. Introduction to remote sensing (2007), The Guilford Press, New York
9. Datt B., McVicar T.R., Van Niel T.G., Jupp D.L.B., and Pearlman J.S. Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indices. IEEE Transactions on Geosciences and Remote Sensing 41 6 (2003) 1246-1259
10. Definiens A.G. Definiens professional 5 user guide (2006), Definiens AG, München, Germany
11. Deutschewitz K., Lausch A., Kühn I., and Klotz S. Native and alien plant species richness in relation to spatial heterogeneity on a regional scale in Germany. Global Ecology and Biogeography 12 4 (2003) 299-311
12. Duda R.O., and Hart P.E. Pattern classification and scene analysis (1973), Wiley and Sons, New York
13. Ellshoff, Z. E., Gardner, D. E., Wikler, C., Smith, C. W. (1995), Annotated bibliography of the genus Psidium, with emphasis on P. cattleianum (strawberry guava) and P. guajava (common guava), forest weeds in Hawaii. Technical Report 95, Cooperative National Park Resources Study Unit, University of Hawaii at Manoa.
14. Global Invasive Species Database (GISD). Psidium guajava (2005). http://www.issg.org/database/species/ecology.asp?si=211andfr=1andsts= Available from: http://www.issg.org/database/species/ecology.asp?si=211andfr=1andsts=, last modified 4.11.06
15. Green A.A., Berman M., Switzer P., and Craig M.D. A transformation for ordering multispectral data in terms of image quality with implications for noise removal. IEEE Transactions on Geoscience and Remote Sensing 26 (1988) 65-74
16. Hamann O. Plant communities of the Galápagos Islands. Dansk Botanisk Forening (1981) 106-109
17. Hay G.J., Castilla G., Wulder M.A., and Ruiz J.R. An automated object-based approach for the multiscale image segmentation of forest scenes. International Journal of Applied Earth Observation and Geoinformation 7 (2005) 339-359
18. Ju J., Kolaczyk E.D., and Gopal S. Gaussian mixture discriminant analysis and sub-pixel land cover characterization in remote sensing. Remote Sensing of Environment 84 (2003) 550-560
19. Kruse F.A., Boardman J.W., and Huntington J.F. Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping. IEEE Transactions on Geoscience and Remote Sensing 41 6 (2003) 1388-1400
20. Mauchamp A. Threats from alien plant species in the Galapagos Islands. Conservation Biology 11 (1997) 260-263
21. McGarigal K., Cushman S.A., Neel M.C., and Ene E. FRAGSTATS: Spatial pattern analysis program for categorical maps. Computer software program produced by the authors at the University of Massachusetts, Amherst (2002). http://www.umass.edu/landeco/research/fragstats/fragstats.html Available at the following web site: www.umass.edu/landeco/research/fragstats/fragstats.html
22. Miao X., Gong P., Swope S., Pu R., Carruthers R., Anderson G.L., et al. Estimation of yellow starthistle abundance through CASI-2 hyperspectral imagery using linear spectral mixture models. Remote Sensing of Environment 101 (2006) 329-341
23. Pohl C., and Van Genderen J.L. Multisensor image fusion in remote sensing: Concepts, methods and applications. International Journal of Remote Sensing 19 5 (1998) 823-854
24. Renteria J.L., Atkinson R., Guerrero A.M., and Mader J. Manual de Identificación y Manejo de Malezas (2006), Imprenta Flores, Quito, Ecuador
25. Richardson D.M., Pysek P., Rejmanek M., Barbour M.G., Panetta F.D., and West C.J. Naturalization and invasion of alien plants: Concepts and definitions. Diversity and Distributions 6 2 (2000) 93-107
26. Schofield E.K. Effects of introduced plants and animals on island vegetation: Examples from the Galápagos Archipelago. Conservation Biology 3 3 (1989) 227-238
27. Schowengerdt R.A. Remote sensing. Models and methods for image processing. (Second edition). (1997), Academic Press, San Diego
28. Settle J.J., and Drake N.A. Linear mixing and the estimation of ground cover proportions. International Journal of Remote Sensing 14 (1993) 1159-1177
29. Small C. Estimation of urban vegetation abundance by spectral mixture analysis. International Journal of Remote Sensing 22 7 (2001) 1305-1334
30. Small C. The Landsat ETM+ spectral mixing space. Remote Sensing of Environment 93 (2004) 1-17
31. Smith M.O., Johnson P.E., and Adams J.B. Quantitative determination of mineral types and abundances from reflectance spectra using principal component analysis. Journal of Geophysical Research 90 (1985) 792-804
32. Tye A. Invasive plant problems and requirements for weed risk assessment in the Galápagos islands. In: Groves R.H., Panetta F.D., and Virtue J.G. (Eds). Weed risk assessment (2001), CSIRO Publishing, Melbourne 153-175
33. Tye A., Soria M.C., and Gardener M.R. A strategy for Galápagos weeds. In: Veitch C.R., and Clout M.N. (Eds). Turning the tide: The eradication of invasive species (2002), IUCN SSC Invasive Species. Specialist Group, IUCN, Gland, Switzerland and Cambridge, UK
34. Weber E. Invasive plant species of the world: A reference guide to environmental weeds (2003), CABI Publishing, Wallingford, UK
35. Wu C., and Murray A.T. Estimating impervious surface distribution by spectral mixture analysis. Remote Sensing of Environment 84 (2003) 493-505
36. Yarbrough L.D., Easson G., and Kuszmaul J.S. QuickBird 2 Tasseled Cap Transform coefficients: A comparison of derivation methods. Pecora 16 global priorities in land remote sensing, Sioux Falls, South Dakota (2005) (electronic)