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The Scientific World Journal
Volume 2014, Article ID 638296, 7 pages
http://dx.doi.org/10.1155/2014/638296
Research Article

Monitoring the Invasion of Spartina alterniflora Using Very High Resolution Unmanned Aerial Vehicle Imagery in Beihai, Guangxi (China)

1Satellite Environmental Application Center, Ministry of Environmental Protection, Beijing 100094, China
2State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
3University of Chinese Academy of Sciences, Beijing 100049, China

Received 20 March 2014; Accepted 14 April 2014; Published 4 May 2014

Academic Editor: Béla Tóthmérész

Copyright © 2014 Huawei Wan et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. J. Lu and Y. Zhang, “Spatial distribution of an invasive plant Spartina alterniflora and its potential as biofuels in China,” Ecological Engineering, vol. 52, no. 0, pp. 175–181, 2013. View at Google Scholar
  2. K. S. Schmidt and A. K. Skidmore, “Spectral discrimination of vegetation types in a coastal wetland,” Remote Sensing of Environment, vol. 85, no. 1, pp. 92–108, 2003. View at Publisher · View at Google Scholar · View at Scopus
  3. B. Li, C.-H. Liao, X.-D. Zhang et al., “Spartina alterniflora invasions in the Yangtze River estuary, China: an overview of current status and ecosystem effects,” Ecological Engineering, vol. 35, no. 4, pp. 511–520, 2009. View at Publisher · View at Google Scholar · View at Scopus
  4. C.-H. Chung, “Forty years of ecological engineering with Spartina plantations in China,” Ecological Engineering, vol. 27, no. 1, pp. 49–57, 2006. View at Publisher · View at Google Scholar · View at Scopus
  5. C. Y. Huang and G. P. Asner, “Applications of remote sensing to alien invasive plant studies,” Sensors, vol. 9, no. 6, pp. 4869–4889, 2009. View at Google Scholar
  6. P. Zuo, S. Zhao, C. Liu, C. Wang, and Y. Liang, “Distribution of Spartina spp. along China's coast,” Ecological Engineering, vol. 40, pp. 160–166, 2012. View at Publisher · View at Google Scholar · View at Scopus
  7. S. E. Franklin, R. J. Hall, L. M. Moskal, A. J. Maudie, and M. B. Lavigne, “Incorporating texture into classification of forest species composition from airborne multispectral images,” International Journal of Remote Sensing, vol. 21, no. 1, pp. 61–79, 2000. View at Google Scholar · View at Scopus
  8. P. H. Rosso, S. L. Ustin, and A. Hastings, “Use of lidar to study changes associated with Spartina invasion in San Francisco Bay marshes,” Remote Sensing of Environment, vol. 100, no. 3, pp. 295–306, 2006. View at Publisher · View at Google Scholar · View at Scopus
  9. Q. Wang, S.-Q. An, Z.-J. Ma, B. Zhao, J.-K. Chen, and B. Li, “Invasive Spartina alterniflora: biology, ecology and management,” Acta Phytotaxonomica Sinica, vol. 44, no. 5, pp. 559–588, 2006. View at Publisher · View at Google Scholar · View at Scopus
  10. Z. Mo, H. Fan, and L. Liu, “Investigation on smooth Cordgrass (Spartina alterniflora) along Guangxi coastal tidal zone,” Guangxi Sciences, vol. 17, no. 2, pp. 170–174, 2010. View at Google Scholar
  11. H. Li and L. Zhang, “An experimental study on physical controls of an exotic plant Spartina alterniflora in Shanghai, China,” Ecological Engineering, vol. 32, no. 1, pp. 11–21, 2008. View at Publisher · View at Google Scholar · View at Scopus
  12. L. Yuan, L. Zhang, D. Xiao, and H. Huang, “The application of cutting plus waterlogging to control Spartina alterniflora on saltmarshes in the Yangtze Estuary, China,” Estuarine, Coastal and Shelf Science, vol. 92, no. 1, pp. 103–110, 2011. View at Publisher · View at Google Scholar · View at Scopus
  13. Z. Ge, H. Cao, and L. Zhang, “A process-based grid model for the simulation of range expansion of Spartina alterniflora on the coastal saltmarshes in the Yangtze Estuary,” Ecological Engineering, vol. 58, pp. 105–112, 2013. View at Google Scholar
  14. W. L. Zhang, C. Zeng, C. Tong, Z. Zhang, and J. Huang, “Analysis of the expanding process of the Spartina alterniflora salt marsh in Shanyutan Wetland, Minjiang River estuary by remote sensing,” in Proceedings of the 3rd International Conference on Environmental Science and Information Application Technology (ESIAT '11), vol. 10, pp. 2472–2477, August 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Laba, R. Downs, S. Smith et al., “Mapping invasive wetland plants in the Hudson River National Estuarine Research Reserve using quickbird satellite imagery,” Remote Sensing of Environment, vol. 112, no. 1, pp. 286–300, 2008. View at Publisher · View at Google Scholar · View at Scopus
  16. D. R. Ayres, D. L. Smith, K. Zaremba, S. Klohr, and D. R. Strong, “Spread of exotic cordgrasses and hybrids (Spartina sp.) in the tidal marshes of San Francisco Bay, California, USA,” Biological Invasions, vol. 6, no. 2, pp. 221–231, 2004. View at Publisher · View at Google Scholar · View at Scopus
  17. J. Mullerova, J. Pergl, and P. Pysek, “Remote sensing as a tool for monitoring plant invasions: testing the effects of data resolution and image classification approach on the detection of a model plant species Heracleum mantegazzianum (giant hogweed),” International Journal of Applied Earth Observation and Geoinformation, vol. 25, pp. 55–65, 2013. View at Google Scholar
  18. J. Müllerová, P. Pyšek, V. Jarošík, and J. Pergl, “Aerial photographs as a tool for assessing the regional dynamics of the invasive plant species Heracleum mantegazzianum,” Journal of Applied Ecology, vol. 42, no. 6, pp. 1042–1053, 2005. View at Publisher · View at Google Scholar · View at Scopus
  19. B. A. Bradley and J. F. Mustard, “Characterizing the landscape dynamics of an invasive plant and risk of invasion using remote sensing,” Ecological Applications, vol. 16, no. 3, pp. 1132–1147, 2006. View at Publisher · View at Google Scholar · View at Scopus
  20. J. P. Tóth, K. Varga, Z. Végvári, and Z. Varga, “Distribution of the Eastern knapweed fritillary (Melitaea ornata Christoph, 1893) (Lepidoptera: Nymphalidae): past, present and future,” Journal of Insect Conservation, vol. 17, no. 2, pp. 245–255, 2013. View at Google Scholar
  21. G. I. Gavier-Pizarro, T. Kuemmerle, L. E. Hoyos et al., “Monitoring the invasion of an exotic tree (Ligustrum lucidum) from 1983 to 2006 with Landsat TM/ETM + satellite data and Support Vector Machines in Córdoba, Argentina,” Remote Sensing of Environment, vol. 122, pp. 134–145, 2012. View at Publisher · View at Google Scholar · View at Scopus
  22. H. Huang and L. Zhang, “Remote sensing analysis of range expansion of Spartina alterniflora at Jiuduansha shoals in Shanghai. China,” Journal of Plant Ecology, vol. 31, no. 1, pp. 75–82, 2007. View at Google Scholar
  23. K. Varga, G. Dévai, and B. Tóthmérész, “Land use history of a floodplain area during the last 200 years in the Upper-Tisza region (Hungary),” Regional Environmental Change, vol. 13, no. 5, pp. 1109–1118, 2013. View at Google Scholar
  24. M. Wang and Y. Zou, “Research on spatial distribution of Canada goldenrod based on“ 3S” technology,” Journal of Heilongjiang Institute of Technology, vol. 3, p. 13, 2008. View at Google Scholar
  25. H. Wan, C. Wang, Y. Li, Q. Wang, J. Li, and X. Liu, “Monitoring an invasive plant using hyperspectral remote sensing data,” Transactions of the Chinese Society of Agricultural Engineering, vol. 26, no. 2, pp. 59–63, 2010. View at Publisher · View at Google Scholar · View at Scopus
  26. R. L. Lawrence, S. D. Wood, and R. L. Sheley, “Mapping invasive plants using hyperspectral imagery and Breiman Cutler classifications (randomForest),” Remote Sensing of Environment, vol. 100, no. 3, pp. 356–362, 2006. View at Publisher · View at Google Scholar · View at Scopus
  27. B. W. Pengra, C. A. Johnston, and T. R. Loveland, “Mapping an invasive plant, Phragmites australis, in coastal wetlands using the EO-1 Hyperion hyperspectral sensor,” Remote Sensing of Environment, vol. 108, no. 1, pp. 74–81, 2007. View at Publisher · View at Google Scholar · View at Scopus
  28. S. Gergely, S. Szilárd, M. Nikoletta, and K. Anita, “Accuracy assessment of the ASTER GDEM and the SRTM databases: a case study, Hungary,” in Proceedings of the 35th International Symposium on Remote Sensing of Environment, pp. 1–6, Peking, China, 2013.
  29. S. Ryherd and C. Woodcock, “Combining spectral and texture data in the segmentation of remotely sensed images,” Photogrammetric Engineering and Remote Sensing, vol. 62, no. 2, pp. 181–194, 1996. View at Google Scholar · View at Scopus
  30. A. S. Laliberte, A. Rango, K. M. Havstad et al., “Object-oriented image analysis for mapping shrub encroachment from 1937 to 2003 in southern New Mexico,” Remote Sensing of Environment, vol. 93, no. 1-2, pp. 198–210, 2004. View at Publisher · View at Google Scholar · View at Scopus
  31. S. J. Walsh, A. L. McCleary, C. F. Mena et al., “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, vol. 112, no. 5, pp. 1927–1941, 2008. View at Publisher · View at Google Scholar · View at Scopus
  32. D. Jones, S. Pike, M. Thomas, and D. Murphy, “Object-based image analysis for detection of Japanese Knotweed s.l. taxa (polygonaceae) in Wales (UK),” Remote Sensing, vol. 3, no. 2, pp. 319–342, 2011. View at Publisher · View at Google Scholar · View at Scopus
  33. Q. Wang, C. Wu, Q. Li, and J. Li, “Chinese HJ-1A/B satellites and data characteristics,” Science China Earth Sciences, vol. 53, no. 1, pp. 51–57, 2010. View at Publisher · View at Google Scholar · View at Scopus