Mapping sub-pixel occurrence of an alien invasive Hyptis suaveolens (L.) Poit. using spectral unmixing technique

International Journal of Remote Sensing

Volumn 34, Issue 1, 2013, Pages 325-340

  Padalia, Hitendra ^a   Kudrat, Mohammad ^a   Sharma, K P ^a  

^a INDIAN SPACE RESEARCH ORGANISATION   (India)

Author keywords

[No Author keywords available]

Indexed keywords

LAND USE; PIXELS;

ADVANCED LAND IMAGERS; ANALYTICAL PROCESS; DETECTION AND DISCRIMINATIONS; EARTH OBSERVATIONS; INDIAN SUBCONTINENTS; MONITORING AND MANAGEMENT; SPECTRAL SEPARABILITY; SPECTRAL UNMIXING;

IMAGE PROCESSING;

HYPTIS SUAVEOLENS;

EID: 84868112161     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.714003     Document Type: Article

References (46)

1. Adams, J.B., M. O. Smith, and P. E. Johnston. 1986. "SpectralMixture Modeling: A New Analysis of Rock and Soil Types at the Viking Lander I Site." Journal of Geophysical Research 9l: 8098-112.
2. Afolayan, A. J. 1993. "Germination and Growth Features of Seed of Different Sizes in Hyptis suaveolens (L.) Poit." Range Management and Agroforestry 14: 139-45.
3. Alberotanza, L., R. M. Cavalli, S. Pignatti, and S. A. Zandonella. 2006. "Classification of Submersed Aquatic Vegetation of the Venice Lagoon Using MIVIS Airborne Data." Annals of Geophysics 49: 271-6.
4. Anderson, G. L., J. H. Everitt, A. J. Richardson, and D. E. Escobar. 1993. "Using Satellite Data to Map False Broomweed (Ericamera austrotexana) Infestations on South Texas Rangelands." Weed Technology 7: 865-71.
5. Applied Analysis Inc. 2003. ERDAS IMAGINE Subpixel Classifier. User's Guide. Version 8.6, edited by L.G.G.M. Division, 188. Atlanta: Leica Geosystems GIS & Mapping Division.
6. Babu, C. R. 1977. Herbaceous Flora of Dehradun, 409. New Delhi: Council of Scientific and Industrial Research.
7. Bradley, B. A., and J. F. Mustard. 2005. "Identifying Land Cover Variability Distinct from Land Cover Change: Cheatgrass in the Great Basin." Remote Sensing of Environment 94: 204-13.
8. Chander, G., B. L. Markhamb, and D. L. Helderc. 2009. "Summary of Current Radiometric Calibration Coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI Sensors." Remote Sensing of Environment 113: 5893-903.
9. Everitt, J. H., M. A. Alaniz, D. E. Escobar, and M. R. Davis. 1992. "Using Remote Sensing to Distinguish Common (Isocoma coronopifolia) and Drummond Goldenweed (Isocoma drummondii)." Weed Science 40: 621-8.
10. Everitt, J. H., G. L. Anderson, D. E. Escobar, M. R. Davis, N. R. Spencer, and R. J. Andrascik. 1995. "Use of Remote Sensing for Detecting and Mapping Leafy Spurge (Euphorbia esula)." Weed Technology 9: 599-609.
11. Everitt, J. H., and C. J. Deloach. 1990. "Remote Sensing of Chinese Tamarisk (Tamarix chinensis) and Associated Vegetation." Weed Science 38: 273-8.
12. Ferreira, M. T., F. C. Aguiar, and C. Nogueira. 2005. "Changes in Riparian Woods over Space and Time: Influence of Environment and Land Use." Forest Ecology and Management 212: 145-59.
13. Hooker, J. D. 1885. Flora of British India, vol. 4, 630 pp. Dehradun: International Book Distributors.
14. Huang, Y., L. M. Bruce, J. Byrd, and B. Mask. 2001. "Using Wavelet Transform of Hyperspectral Reflectance Curves for Automated Monitoring of Imperata cylindrica (Cogongrass). Geoscience and Remote Sensing Symposium." IEEE Transactions on Geoscience and Remote Sensing 5: 2244-6.
15. Huguenin, R. L., M. A. Karaska, D. V. Blaricom, and J. R. Jensen. 1997. "Subpixel Classification of Bald Cypress and Tupelo Gum Trees in Thematic Mapper Imagery." Photogrammetric Engineering and Remote Sensing 63: 717-25.
16. Joshi, C., J. de Leeuw, and I. C. van Duren. 2004. "Remote Sensing and GIS Applications for Mapping and Spatial Modelling of Invasive Species." In Proceedings of ISPRS 35, B7 (7), Istanbul, edited by Orhan Altan, 669-77. Istanbul: Turkey.
17. Karaska, M. A., R. L. Huguenin, D. Van Blaricom, and B. Savitsky. 1995. "Subpixel Classification of Cypress and Tupelo Trees in TM Imagery." In Technical Papers of the American Society for Photogrammetry and Remote Sensing, Charlotte, NC, 856-65.
18. Konency, G. 1979. "Methods and Possibilities for Digital Differential Rectification." Photogrammetric Engineering and Remote Sensing 6: 727-34.
19. Kosaka, N., and Y. Kosugi. 2003. "ICA Aided Linear Spectral Mixture Analysis of Agricultural Remote Sensing Images." In 4th International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), edited by S. Amari, A. Cichocki, S. Makino, and N. Murata, 221-6. Nara, Japan: ICA 2003 Organizing Committee.
20. Lass, L.W., D. C. Thill, B. Shafii, and T. S. Pratherm. 2002. "Detecting Spotted Knapweed (Centaurea maculosa) with Hyperspectral Remote Sensing Technology." Weed Technology 16: 426-32.
21. Liu, We. iguo, K. C. Seto, E. Y. Wu, S. Gopal, and C. E. Woodcock. 2004. "ART-MMAP: A Neural Network Approach to Sub-Pixel Classification." IEEE Transactions on Geoscience and Remote Sensing 42: 1976-83.
22. Manchanda, M. L., M. Kudrat, and A. K. Tiwari. 2002. "Soil Survey and Mapping Using Remote Sensing." Tropical Ecology 43: 61-74.
23. McCormick, C. M. 2002. "Mapping Exotic Vegetation in the Everglades from Large-Scale Aerial Photographs." Photogrammetric Engineering and Remote Sensing 65: 179-84.
24. McGowen, I. J., P. Frazier, and P. Orchard. 2001. "Mapping Serrated Tussock and Scotch Thistle in Temperate Pastures Using Landsat TM Imagery." In IEEE 2001 International Geoscience and Remote Sensing Symposium - Scanning the Present and Resolving the Future, 1267-79. Sydney: University of NSW.
25. Monasterio, M., and G. Sarmiento. 1976. "Phenological Strategies of Plant Species in the Tropical Savanna and the Semi-Deciduous Forest in the Venezuelan Llanos." Journal of Biogeography 3: 325-56.
26. Mooney, H. A., and R. J. Hobbs. 2000. Invasive Species in a Changing World. Washington, DC: Island Press.
27. Mudgal, V., K. K. Khanna, and P. K. Hazra. 1997. Flora of Madhya Pradesh, vol. II, 403-4. Calcutta: Botanical Survey of India.
28. Myint, S. W. 2006. "Urban Vegetation Mapping Using Sub-Pixel Analysis and Expert System Rules: A Critical Approach." International Journal of Remote Sensing 27: 2645-65.
29. Peerzada, N. 1997. "Chemical Composition of the Essential Oil of Hyptis suaveolens." Molecules 2: 165-8.
30. Raizada, P. 2006. "Ecological and Vegetative Characteristics of a Potent Invader, Hyptis suaveolens (L.) Poit. from India." Lyonia 11: 115-20.
31. Ramsey, I. E. W., G. A. Nelson, S. K. Sapkota, E. B. Seeger, and K. D. Martella. 2002. "Mapping Chinese Tallow with Color-Infrared Photography." Photogrammetric Engineering and Remote Sensing 68: 251-5.
32. Rejmánek, M., andM. J. Pitcairn. 2002. "When Is Eradication of Exotic Pest Plants a Realistic Goal?" In Turning the Tide: The Eradication of Invasive Species, IUCN SSC Invasive Species Specialist Group, edited by C. R. Veitch, and M. N. Clout, 249-53. Cambridge: Gland.
33. Sarmiento, G. 1984. The Ecology of Neotropical Savannas. Cambridge, MA: Harvard University Press.
34. Settle, J. J., and N. A. Drake. 1993. "Linear Mixing and the Estimation of Ground Cover Proportions." International Journal of Remote Sensing 14: 1159-77.
35. Smith, M. O., S. L. Ustin, I. B. Adams, and A. R. Gillespie. 1990. "Vegetation in Deserts: I. A Regional Measure of Abundance from Multispectral Images." Remote Sensing of Environment 31: 1-26.
36. Swain, P. H., and S. M. Davis. 1978. Remote Sensing: The Quantitative Approach. New York: McGraw-Hill Book Company.
37. Thuillier, G., M. Herse, S. Labs, T. Foujols, W. Peetermans, D. Gillotay, P. C. Simon, and H. Mandel. 2003. "The Solar Spectral Irradiance from 200 to 2400 nm as Measured by SOLSPEC Spectrometer from the ATLAS 123 and EURECA Missions." Solar Physics 214: 1-22.
38. Tonzibo, Z. F., A. B. Florence, G. Bédi, and J. C. Chalchat. 2009. "Chemical Composition of Essential Oil of Hyptis suaveolensis(L)Poit. from Côte d'Ivoire." European Journal of Scientific Research 38: 565-71.
39. Tsai, F., E. K. Lin, and K. Yoshino. 2007. "Spectrally Segmented Principal Component Analysis of Hyperspectral Imagery for Mapping Invasive Plant Species." International Journal of Remote Sensing 28: 1023-39.
40. Walsh, S. J., A. L. McCleary, F. C. Mena, Y. Shao, J. P. Tuttle, A. González, and R. Atkinson. 2008. "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 112: 1927-41.
41. Walter, H. 1963. "Uber Die Stickstoffanspruche Der Ruderalpflanzen. Mitt. Florist-Soziol. Arbeitsgem." NF 10: 56-96.
42. Wang, F. 1990a. "Improving Remote Sensing Image Analysis through Fuzzy Information Representation." Photogrammetric Engineering and Remote Sensing 6: 1163-69.
43. Wang, F. 1990b. "Fuzzy Supervised Classification of Remote Sensing Images." IEEE Transactions on Geoscience and Remote Sensing 28: 194-201.
44. Wilcove, D. S., and L. Y. Chen. 1998. "Habitat Management Costs for Endangered Species." Conservation Biology 12: 1405-7.
45. Wulef, R. D., and E. Medina. 1971. "Germination of Seeds in Hyptis suaveolens (L.) Poit." Plant and Cell Physiology 12: 567-79.
46. Yoganarasimhan, S. N. 2000. Medicinal Plants of India, vol. 2, edited by V. Srinivasan, and N. Kosal-Ram, 282. Bangalore: Cyber Media.