Multitemporal Analysis of High-Spatial-Resolution Optical Satellite Imagery for Mangrove Species Mapping in Bali, Indonesia

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 9, Issue 8, 2016, Pages 3680-3686

  Viennois, Gaëlle ^a   Proisy, Christophe ^b   Féret, Jean Baptiste ^d   Prosperi, Juliana ^b   Sidik, Frida ^c   Suhardjono, ^e   Rahmania, Rinny ^b,c   Longépé, Nicolas ^f   Germain, Olivier ^f   Gaspar, Philippe ^f  

^a CNRS   (France)

^b UMR AMAP   (France)

^c Ministry of Marine Affairs and Fisheries   (Indonesia)

^d UMR TETIS   (France)

^e INDONESIAN INSTITUTE OF SCIENCES   (Indonesia)

^f CLS   (France)

Author keywords

High resolution image; mangrove biodiversity; multispectral analysis; species discrimination

Indexed keywords

MAPPING; MAXIMUM LIKELIHOOD; REMOTE SENSING; SURFACE SCATTERING;

CLASSIFICATION ERRORS; HIGH SPATIAL RESOLUTION; MAXIMUM LIKELIHOOD SUPERVISED CLASSIFICATIONS; MULTI-TEMPORAL ANALYSIS; MULTISPECTRAL SATELLITE IMAGE; OPTICAL SATELLITE IMAGERY; SENSOR CHARACTERISTICS; SPECIES COMPOSITION;

SATELLITE IMAGERY;

BIODIVERSITY; ECOSYSTEM FUNCTION; IMAGE CLASSIFICATION; MANGROVE; MAPPING; MAXIMUM LIKELIHOOD ANALYSIS; SATELLITE IMAGERY; SPATIAL RESOLUTION; TEMPORAL ANALYSIS;

BALI; INDONESIA; LESSER SUNDA ISLANDS; NUSA LEMBONGAN; SUNDA ISLES;

EID: 84966440610     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2016.2553170     Document Type: Article

References (25)

1. N. C. Duke, J.-O. Meynecke, S. Dittmann, A. M. Ellison, K. Anger, U. Berger, S. Cannicci, K. Diele, K. C. Ewel, C. D. Field, N. Koedam, S. Y. Lee, C. Marchand, and F. Dahdouh-Guebas, "A world without mangroves?" Science, vol. 317, no. 5834, pp. 41-42, 2007.
2. D. R. Richards and D. A. Friess, "Rates and drivers of mangrove deforestation in southeast Asia, 2000-2012," in Proc. Natl. Acad. Sci., 2016, vol. 113, no. 2, pp. 344-349.
3. B. A. Polidoro, K. E. Carpenter, L. Collins, N. C. Duke, A. M. Ellison, J. C. Ellison, E. J. Farnsworth, E. S. Fernando, K. Kathiresan, and N. E. Koedam, "The loss of species: Mangrove extinction risk and geographic areas of global concern," PLoS One, vol. 5, no. 4, e10095, pp. 1-10, 2010.
4. I. C. Feller, C. E. Lovelock, U. Berger, K. L. McKee, S. B. Joye, and M. C. Ball, "Biocomplexity in mangrove ecosystems," Annu. Rev. Mar. Sci., vol. 2, no. 1, pp. 395-417, 2010.
5. D. M. Alongi, "Paradigm shifts in mangrove biology," in Coast. Wetl. Integr. Ecosyst. Approach, G. M. E. Perillo, E. Wolanski, D. R Cahoon and M. M. Brinson, eds. Amsterdam, The Netherlands: Elsevier, 2009, pp. 615-640.
6. J. S. Bunt, "Mangrove zonation: An examination of data from seventeen riverine estuaries in tropical Australia," Ann. Bot., vol. 78, no. 3, pp. 333-341, 1996.
7. A. M. Ellison, M. S. Bank, B. D. Clinton, E. A. Colburn, K. Elliott, C. R. Ford, D. R. Foster, B. D. Kloeppel, J. D. Knoepp, and G.M. Lovett, "Loss of foundation species: Consequences for the structure and dynamics of forested ecosystems," Front. Ecol. Environ., vol. 3, no. 9, pp. 479-486, 2005.
8. N. T. Son, C. F. Chen, N. B. Chang, C. R. Chen, L. Y. Chang, and B. X. Thanh, "Mangrove mapping and change detection in Ca Mau Peninsula, Vietnam, using landsat data and object-based image analysis," IEEE J. Sel. Topics Appl. Earth Observ. Remote. Sens, vol. 8, no. 2, pp. 503-510, Feb. 2015.
9. M. Jia, Z. Wang, Y. Zhang, C. Ren, and K. Song, "Landsat-based estimation of mangrove forest loss and restoration in Guangxi province, China, influenced by human and natural factors," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 8, no. 1, pp. 311-323, Jan. 2015.
10. C. Kuenzer, A. Bluemel, S. Gebhardt, T. V. Quoc, and S. Dech, "Remote sensing of mangrove ecosystems: A review," Remote Sens., vol. 3, no. 5, pp. 878-928, 2011.
11. X. Huang, L. Zhang, and L. Wang, "Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 3, pp. 393-397, Jul. 2009.
12. L.Wang,W. P. Sousa, P. Gong, andG. S.Biging, "Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama," Remote Sens. Environ., vol. 91, no. 3, pp. 432-440, 2004.
13. W. Koedsin and C. Vaiphasa, "Discrimination of tropical mangroves at the species level with EO-1 Hyperion data," Remote Sens., vol. 5, no. 7, pp. 3562-3582, 2013.
14. B. W. Heumann, "Satellite remote sensing of mangrove forests: Recent advances and future opportunities," Prog. Phys. Geog., vol. 35, no. 1, pp. 87-108, Feb. 1 2011.
15. T. Wang, H. Zhang, H. Lin, and C. Fang, "Textural-spectral featurebased species classification of mangroves in Mai Po Nature reserve from worldview-3 imagery," Remote Sens., vol. 8, no. 24, pp. 1-15, 2016.
16. C. L. Huffard, M.V. Erdmann, and T.R. P.Gunawan, Geographic Priorities for Marine Biodiversity Conservation in Indonesia. Jakarta, Indonesia: Ministry of Marine Affairs and Fisheries and Marine Protected Areas Governance Program, 2012, pp. 1-105.
17. R. Weeks, P. M. Aliño, S. Atkinson, P. Beldia, A. Binson, W. L. Campos, R. Djohani,A. L.Green,R.Hamilton, andV.Horigue, "Developing marine protected area networks in the coral triangle: Good practices for expanding the coral triangle marine protected area system," Coast. Manag., vol. 42, no. 2, pp. 183-205, 2014.
18. M. Taylor, IKONOS Planetary Reflectance and Mean Solar Exoatmospheric Irradiance. Thornton, CO., USA: Space Imag. Inc., 2005.
19. K. Krause, "Radiance conversion of QuickBird data," Tech. Note, DigitalGlobe Inc.: Longmont, CO, USA, Jul. 2003.
20. N. E. Podger, W. B. Colwell, and M. H. Taylor, "GeoEye-1 radiance at aperture and planetary reflectance," Apr. 2011.
21. T. Updike and C. Comp, "Radiometric use of WorldView-2 imagery," Tech. Note, DigitalGlobe, Nov. 2010.
22. M. Kamal and S. Phinn, "Hyperspectral data for mangrove species mapping: A comparison of pixel-based and object-based approach," Remote Sens., vol. 3, no. 10, pp. 2222-2242, 2011.
23. J.-P. Gastellu-Etchegorry, T. Yin, N. Lauret, T. Cajgfinger, T. Gregoire, E. Grau, J.-B. Féret, M. Lopes, J. Guilleux, G. Dedieu, Z. Malenovsky, B. D. Cook, D. Morton, J. Rubio, S. Durrieu, G. Cazanave, E. Martin, and T. Ristorcelli, "Discrete Anisotropic Radiative Transfer (DART 5) for modeling airborne and satellite spectroradiometer and LIDARacquisitions of natural and urban landscapes," Remote Sens., vol. 7, no. 2, pp. 1667-1701, 2015.
24. C. Proisy, N. Barbier,M. Guéroult, R. Pélissier, J.-P. Gastellu-Etchegorry, E. Grau, and P. Couteron. Biomass prediction in tropical forests: The canopy grain approach. in Proc. Remote Sens. Biomass Princ. Appl., 2012, Mar. 28, pp. 59-76, L. Fatoyinbo, ed. [Online]. Available: http://www. intechopen.com/books/remote-sensing-of-biomass-principlesandapplications/biomass-prediction-in-tropical-forest-the-canopygrain-approach
25. J.-B. Féret, J.-P. Gastellu-Etchegorry,M.-J. Lefèvre-Fonollosa, C. Proisy, and G. P. Asner, "Hypertropik project for HYPXIM mission. Mapping tropical biodiversity using spectroscopic imagery: Characterization of structural and chemical diversity using 3-D radiative transfer modeling," Presented at 9th EARSeL SIG Imaging Spectroscopy workshop, 14-16 Apr. 2015.