Mapping seagrass from space: Addressing the complexity of seagrass LAI mapping

European Journal of Remote Sensing

Volumn 46, Issue 1, 2013, Pages 18-39

  Wicaksono, Pramaditya ^a   Hafizt, Muhammad ^a  

^a GADJAH MADA UNIVERSITY   (Indonesia)

Author keywords

ALOS AVNIR 2; ASTER VNIR; LAI; Mapping; Remote sensing; Seagrass

Indexed keywords

PLANTS (BOTANY); REMOTE SENSING; SPACE OPTICS;

ALOS AVNIR-2; ASTER VNIR; CLASSIFICATION SCHEME; EFFECTIVE SOLUTION; ENVIRONMENTAL LIMITATIONS; HIGH COSTS; LEVEL MAPPING; SEAGRASSES;

MAPPING;

EID: 84875162032     PISSN: None     EISSN: 22797254     Source Type: Journal    
DOI: 10.5721/EuJRS20134602     Document Type: Article

References (32)

1. Björk M., Short F., Mcleod E., Beer S. (2008) Managing Seagrasses for Resilience to Climate Change. IUCN, Gland, Switzerland, pp. 56.
2. Bresciani M., Sotgia C., Fila G.L., Musanti M., Bolpagni R. (2011) Assessing common reed bed health and management strategies in Lake Garda (Italy) by means of Leaf Area Index measurements. Italian Journal of Remote Sensing, 43 (2): 9-22. doi:http://dx.doi.org/10.5721/ItJRS20114321.
3. Bukata R.P., Jerome J.H., Kondratyev K.Y., Pozdnyakov D.V. (1995) Optical Properties and Remote Sensing of Inland and Coastal Waters. CRC, New York.
4. Burdige D.G., Zimmerman R.C., Hu X. (2008) Rates of carbonate dissolution in permeable sediments estimated from pore-water profiles: the role of seagrasses. Limnology Oceanography, 53: 549-565. doi:http://dx.doi.org/10.4319/lo.2008.53.2.0549.
5. Cebrian J., Duarte C.M. (1995) Plant growth-rate dependence of detrital carbon storage in ecosystem. Science, 268: 1606-1608. doi:http://dx.doi.org/10.1126/science.268.5217.1606.
6. Dekker A., Brando V., Anstee J., Fyfe S.K., Malthus T., Karpouzli E. (2006) In A.W. D. Larkum, R. Orth, & C. M. Duarte (Eds.). Remote sensing of seagrass systems: Use of spaceborne and airborne systems, Seagrasses: Biology, Ecology and Conservation. Springer, Dordrecht, pp. 347-359.
7. Dierssen H.M., Zimmerman R.C., Drake L.A., Burdige D. (2010) Benthic ecology from space: optics and net primary production in seagrass and benthic algae across the Great Bahama Bank. Marine Ecology Progress Series, 411: 1-15. doi:http://dx.doi.org/10.3354/meps08665.
8. Eveleth R. (2010) Seagrass: A Potential Carbon Sink. UNEP Report ENVR 102.
9. Fyfe S. K. (2003) Spatial and temporal variation in spectral reflectance: Are seagrass species spectrally distinct? Limnology and Oceanography, 48: 464-479. doi:http://dx.doi.org/10.4319/lo.2003.48.1_part_2.0464.
10. Gosa A.G. (2009) Remote sensing of leaf area index: enhanced retrieval from close-range and remotely sensed optical observations. Hansaprint - Hansa Direct 2009, Helsinski.
11. Hedley J.D., Harborne A.R., Mumby P.J. (2005) Simple and Robust Removal of Sunglint for Mapping Shallow-Water Benthos. International Journal of Remote Sensing, 26 (10): 2107-2112. doi:http://dx.doi.org/10.1080/01431160500034086.
12. Hemminga M.A., Duarte C.M. (2000) Seagrass Ecology. Cambridge Univ. Press, Cambridge.
13. Invers O., Zimmerman R., Alberte R., Perez M., Romero J. (2001) Inorganic carbon sources for seagrass photosynthesis: an experimental evaluation for bicarbonate use in temperate species. Journal of Experimental Marine Biology and Ecology, 265: 203-217. doi:http://dx.doi.org/10.1016/S0022-0981(01)00332-X.
14. Jensen J.R. (2006) Remote Sensing of the Environment. An Earth Resource Perspective. (K. E. Clarke, Ed.). Prentice Hall.
15. Knudby A., Nordlund L. (2011) Remote sensing of seagrass in a patchy multi-species environment. International Journal of Remote Sensing, 32 (8): 2227-2244. doi:http://dx.doi.org/10.1080/01431161003692057.
16. Laffoley D.d'A., Grimsditch G. (Ed.). (2009) The management of natural coastal carbon sinks. IUCN, Gland, Switzerland, pp.53.
17. Lyons M.B., Phinn S.R., Roelfsema C.M. (2011) Integrating Quickbird Multi-Spectral Satellite and Field Data: Mapping Bathymetry, Seagrass Cover, Seagrass Species and Change in Moreton Bay, Australia in 2004 and 2007. Remote Sensing, 3: 42-64. doi:http://dx.doi.org/10.3390/rs3010042.
18. Lyons M.B., Phinn S.R., Roelfsema C.M. (2012) Long term land cover and seagrass mapping using Landsat and object-based image analysis from 1972 to 2010 in the coastal environment of South East Queensland, Australia. ISPRS Journal of Photogrammetry and Remote Sensing, 71: 34-46. doi:http://dx.doi.org/10.1016/j.isprsjprs.2012.05.002.
19. Mumby P.J., Green E.P., Edwards A.J., Clark C.D. (1997) Measurement of seagrass standing crop using satellite and digital airborne remote sensing. Marine Ecology Progress Series, 159: 51-60. doi:http://dx.doi.org/10.3354/meps159051.
20. Mumby P.J., Green E.P. (2000) Mapping seagrass beds. In A. J. Edwards (Ed.), Remote Sensing Handbook for Tropical Coastal Management. UNESCO, Paris, pp. 175-182.
21. Nellemann C., Corcoran E., Duarte C.M., Valdés L., De Young C., Fonseca L., Grimsditch G. (Eds) (2009) Blue Carbon. A Rapid Response Assessment. United Nations Environment Programme, GRID-Arendal.
22. 2 enrichment: possible impacts of climate change and potential for remediation of coastal habitats. Marine Ecology Progress Series, 344: 1-13. doi:http://dx.doi.org/10.3354/meps07084.
23. Pasqualini V., Pergent-Martini C., Pergent G., Agreil M., Skoufas G., Sourbes L., Tsirika, A. (2005) Use of SPOT 5 for mapping seagrasses: an application to Posidonia oceanica. Remote Sensing of Environment, 94: 39-45. doi:http://dx.doi.org/10.1016/j.rse.2004.09.010.
24. Phinn S., Roelfsema C., Brando V., Anstee J. (2008) Mapping seagrass species, cover and biomass in shallow waters: An assessment of satellite multi-spectral and airborne hyper-spectral imaging systems in Moreton Bay (Australia). Remote Sensing of Environment, 112: 3413-3425. doi:http://dx.doi.org/10.1016/j.rse.2007.09.017.
25. Roelfsema C.M., Phinn S.R., Dennison W.C., Dekker A.G., Brando V.E. (2006) Monitoring toxic cyanobacteria Lyngbya majuscula (Gomont) in Moreton Bay, Australia by integrating satellite image data and field mapping. Harmful Algae, 5: 45-56. doi:http://dx.doi.org/10.1016/j.hal.2005.05.001.
26. Sagawa T., Komatsu T., Boisnier E., Ben Mustapha K., Hattour A., Kosaka N., Miyazaki S. (2007) A new Application Method for Lyzenga's Optical Model. Proc. RSPSOC.
27. Sagawa T., Mikami A., Komatsu T., Kosaka N., Kosako A., Miyazaki S., Takahashi M. (2008) Tehcnical Note. Mapping seagrass beds using IKONOS satellite image and side scan sonar measurements: a Japanese case study. International Journal of Remote Sensing, 29 (1): 281-291. doi:http://dx.doi.org/10.1080/01431160701269028.
28. Swain P.H., Davis S.M. (1978) Quantitative Approach of Remote Sensing. McGraw-Hill, Washington.
29. Wicaksono P. (2010) Integrated Model of Water Column Correction Technique for Improving Satellite-Based Benthic Habitat Mapping. Master Thesis. Faculty of Geography Universitas Gadjah Mada, Yogyakarta.
30. Yang D., Yang C. (2009) Detection of seagrass distribution changes from 1991 to 2006 in Xincun Bay, Hainan, with Satellite Remote Sensing. Sensors, 9: 830-844. doi:http:// dx.doi.org/10.3390/s90200830.
31. Yang D., Yang Y., Yang C., Zhao J., Sun, Z. (2011) Detection of seagrass in optical shallow water with Quickbird in the Xincun Bay, Hainan province, China. IET Image Processing, 5 (5): 363-368. doi:http://dx.doi.org/10.1109/IST.2009.5071630.
32. 2 enrichment on productivity and light requirements of eelgrass. Plant Physiology, 115: 599-607.