An object-based method for mapping and change analysis in mangrove ecosystems

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 63, Issue 5, 2008, Pages 578-589

  Conchedda, Giulia ^a   Durieux, Laurent ^b   Mayaux, Philippe ^a  

^a JOINT RESEARCH CENTRE   (Italy)

^b INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (France)

Author keywords

Change detection; Land cover classification; Mangrove mapping; Object based methods

Indexed keywords

CLASSIFICATION (OF INFORMATION); CONFORMAL MAPPING; DROUGHT; ECOLOGY; IMAGE ANALYSIS; LANDFORMS;

CHANGE DETECTION; LAND COVER CLASSIFICATION; MANGROVE MAPPING; OBJECT-BASED; OBJECT-BASED METHODS;

ECOSYSTEMS;

ANTHROPOGENIC EFFECT; DROUGHT; IMAGE ANALYSIS; INTERSPECIFIC INTERACTION; LAND COVER; MANGROVE; MAPPING METHOD; MUTUALISM; RAINFALL; SPATIAL VARIATION; VEGETATION CLASSIFICATION; VEGETATION TYPE;

AFRICA; CASAMANCE; SENEGAL; SUB-SAHARAN AFRICA; WEST AFRICA;

RHIZOPHORACEAE;

EID: 51249086235     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2008.04.002     Document Type: Article

References (49)

1. Aizpuru, M., Achard, F., Blasco, F., 2000. Global assessment of cover change of the mangrove forests using satellite imagery at medium to high resolution. Report in EEC Research Project n 15017-1999-05 FIED ISP FR. Joint Research Centre (ISPRA-ITALY) Ispra, Italy
2. Baatz M., and Schäpe A. Multiresolution segmentation - an optimization approach for high quality multi-scale image segmentation. In: Strobl J., Blaschke T., and Griesebner G. (Eds). Angewandte Geographische Informationsverarbeitung XII (2000), Wichmann-Verlag, Heidelberg 12-13. http://www.definiens.com/scientific_papers URL: http://www.definiens.com/scientific_papers (accessed 17.03-08)
3. Barbier E.B., and Cox M. Does economic development lead to mangrove loss? A cross-country analysis. Contemporary Economic Policy 21 4 (2003) 418-432
4. Benz U.C., Hofmann P., Willhauck G., Lingenfelder I., and Heynen M. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS Journal of Photogrammetry and Remote Sensing 58 3-4 (2004) 239-258
5. Bertrand F. Mangrove dynamics in the Rivieres du Sud area, West Africa: An ecogeographic approach. Hydrobiologia 413 (1999) 115-126
6. Blaschke T., and Strobl J. What's wrong with pixels? Some recent development interfacing remote sensing and GIS. GeoBIT/GIS 6 (2001) 12-17
7. Blasco F., Aizpuru M., and Gers C. Depletion of the mangroves of Continental Asia. Wetlands Ecology and Management 9 3 (2001) 245-256
8. Bos, D., Grigoras, I., Ndiaye, A., 2006. Land cover and avian biodiversity in rice fields and mangroves of West Africa. A&W-report 824. Altenburg & Wymenga, ecological research, Veenwouden. Wetlands International, Dakar, Senegal
9. Congalton R.G., and Mead R.A. A quantitative method to test for consistency and correctness in photointerpretation. Photogrammetric Engineering & Remote Sensing 49 1 (1983) 69-74
10. Coppin P., Jonckheere I., Nackaerts K., Muys B., and Lambin E. Review article digital change detection methods in ecosystem monitoring: A review. International Journal of Remote Sensing 25 9 (2004) 1565-1596
11. Coppin P.R., and Bauer M.E. Digital change detection in forest ecosystems with remote sensing imagery. Remote Sensing Reviews 13 3-4 (1996) 207-234
12. Cormier-Salem M.C. (Ed.) 1994. Dynamique et Usages de la Mangrove Dans les Pays des Rivières du Sud (du Sénégal à la Sierra Leone). Actes de l'atelier de travail de Dakar du 8 au 15 mai 1994. Collection Colloques et Séminaires. ORSTOM - Institut Français Scientifique pour le Développement en Coopération, Paris, France
13. Cormier-Salem, M.C., 1999. Les rivières du Sud. Sociétés et Mangroves Ouest-Africaines. ORSTOM, Paris, France
14. Dahdouh-Guebas F., Zetterström T., Rönnbäck P., Troell M., Wickramasinghe A., and Koedam N. Recent changes in land-use in the Pambala-Chilaw Lagoon complex (Sri Lanka) investigated using remote sensing and GIS: Conservation of mangroves vs. development of shrimp farming. Environment, Development and Sustainability 4 2 (2002) 185-200
15. Definiens, AG, 2006. Definiens Professional 5 User Guide. Document version 5.0.6.1. Definiens AG, Munchen, Germany
16. Desclee B., Bogaert P., and Defourny P. Forest change detection by statistical object-based method. Remote Sensing of Environment 102 1-2 (2006) 1-11
17. Diop E.S., Soumare A., Diallo N., and Guisse A. Recent changes of the mangroves of the Saloum River Estuary, Senegal. Mangroves and Salt Marshes 1 3 (1997) 163-172
18. FAO, 1994. Mangrove forest management guidelines. FAO Forestry Paper 117. Food and Agriculture Organization of the United Nations. Rome, Italy
19. FAO, 2007. The world's mangroves 1980-2005. A thematic study prepared in the framework of the Global Forest Resources Assessment 2005. FAO Forestry Paper 153. Food and Agriculture Organization of the United Nations, Rome, Italy
20. Field C.B., Osborn J.G., Hoffman L.L., Polsenberg J.F., Ackerly D.D., Berry J.A., Bjorkman O., Held A., Matson P.A., and Mooney H.A. Mangrove biodiversity and ecosystem function. Global Ecology and Biogeography Letters 7 1 (1998) 3-14
21. Field C.D. Mangroves. Seas at the Millennium - An Environmental Evaluation - Vol.~3 (2000) pp.~17-32
22. Flanders D., Hall-Beyer M., and Pereverzoff J. Preliminary evaluation of eCognition object-based software for cut block delineation and feature extraction. Canadian Journal of Remote Sensing 29 4 (2003) 441-452
23. Gao J. A hybrid method toward accurate mapping of mangroves in a marginal habitat from SPOT multispectral data. International Journal of Remote Sensing 19 10 (1998) 1887-1899
24. Gao J., Chen H., Zhang Y., and Zha Y. Knowledge-based approaches to accurate mapping of mangroves from satellite data. Photogrammetric Engineering and Remote Sensing 70 11 (2004) 1241-1248
25. Gilbert A.J., and Janssen R. Use of environmental functions to communicate the values of a mangrove ecosystem under different management regimes. Ecological Economics 25 3 (1998) 323-346
26. GLCF, 2007. Global Land Cover Facility. Institute for Advanced Computer Studies - University of Maryland, College Park, USA, pp. http://glcf.umiacs.umd.edu/index.shtml (accessed 17.03.08)
27. Green E.P., Clark C.D., Mumby P.J., Edwards A.I., and Ellis A.C. Remote sensing techniques for mangrove mapping. International Journal of Remote Sensing 19 5 (1998) 935-956
28. Guèye C., Fall A.S., and Tall S.M. Climatic perturbation and urbanization in Senegal. Geographical Journal 173 1 (2007) 88-92
29. Hamilton, S., Snedaker, S.C., 1984. Handbook for mangrove area management. Joint publication of the International Union for Conservation of Nature and Natural Resources, Switzerland, the East-West Center, Hawaii, USA and the United Nations Educational Scientific and Cultural Organization, Paris, France
30. Held A., Ticehurst C., Lymburner L., and Williams N. High resolution mapping of tropical mangrove ecosystems using hyperspectral and radar remote sensing. International Journal of Remote Sensing 24 13 (2003) 2739-2759
31. Kovacs J.M., Wang J., and Blanco-Correa M. Mapping disturbances in a mangrove forest using multi-date Landsat TM imagery. Environmental Management 27 5 (2001) 763-776
32. Laba M., Smith S.D., and Degloria S.D. Landsat-based land cover mapping in the lower Yuna River watershed in the Dominican Republic. International Journal of Remote Sensing 18 14 (1997) 3011-3025
33. In: Linneweber V., and de Lacerda L.D. (Eds). Mangrove Ecosystems: Function and Management. first ed (2002), Springer, Berlin
34. Lucas R., Rowlands A., Brown A., Keyworth S., and Bunting P. Rule-based classification of multi-temporal satellite imagery for habitat and agricultural land cover mapping. ISPRS Journal of Photogrammetry and Remote Sensing 62 3 (2007) 165-185
35. Lugo A.E., and Snedaker S.C. The ecology of mangroves. Annual Review of Ecology & Systematics 5 (1974) 39-64
36. Macleod R.D., and Congalton R.G. A quantitative comparison of change-detection algorithms for monitoring eelgrass from remotely sensed data. Photogrammetric Engineering and Remote Sensing 64 3 (1998) 207-216
37. Marius, C., 1985. Mangrove du Sénégal et de la Gambie. Ecologie - Pédologie - Géochimie. Mise en valeur et aménegement. Sciences Naturelles - Éditions de I'ORSTOM Institut Français de Recherche Scientifique pour le Développement en Cooperation Collection Travaux et Documents no. 193. Paris, France
38. Mas J.F. Monitoring land-cover changes: A comparison of change detection techniques. International Journal of Remote Sensing 20 1 (1999) 139-152
39. Muttitanon W., and Tripathi N.K. Land use/land cover changes in the coastal zone of Ban Don Bay, Thailand using Landsat 5 TM data. International Journal of Remote Sensing 26 11 (2005) 2311-2323
40. Ozer P., Erpicum M., Demarée G., and Vandiepenbeeck M. The Sahelian drought may have ended during the 1990s. Hydrological Sciences Journal 48 3 (2003) 489-492
41. Rasolofoharinoro M., Blasco F., Bellan M.F., Aizpuru M., Gauquelin T., and Denis J. A remote sensing based methodology of mangrove studies in Madagascar. International Journal of Remote Sensing 19 10 (1998) 1873-1886
42. Riaza A., Martinez-Torres M.L., Ramon-Lluch R., Alonso J., and Heras P. Evolution of equatorial vegetation communities mapped using Thematic Mapper images through a geographical information system (Guinea, Equatorial Africa). International Journal of Remote Sensing 19 1 (1998) 43-54
43. Rist S., and Dahdouh-Guebas F. Ethnosciences-A step towards the integration of scientific and indigenous forms of knowledge in the management of natural resources for the future. Environment, Development and Sustainability 8 4 (2006) 467-493
44. Saito H., Bellan M.F., Al-Habshi A., Aizpuru M., and Blasco F. Mangrove research and coastal ecosystem studies with SPOT-4 HRVIR and TERRA ASTER in the Arabian Gulf. International Journal of Remote Sensing 24 21 (2003) 4073-4092
45. Savenije H.H.G., and Pages J. Hypersalinity: A dramatic change in the hydrology of Sahelian estuaries. Journal of Hydrology 135 1-4 (1992) 157-174
46. Singh A. Digital change detection techniques using remotely-sensed data. International Journal of Remote Sensing 10 6 (1989) 989-1003
47. Tappan G.G., Sall M., Wood E.C., and Cushing M. Ecoregions and land cover trends in Senegal. Journal of Arid Environments 59 3 (2004) 427-462
48. Vaiphasa C., Skidmore A.K., and de Boer W.F. A post-classifier for mangrove mapping using ecological data. ISPRS Journal of Photogrammetry and Remote Sensing 61 1 (2006) 1-10
49. Wang L., Sousa W.P., and Gong P. Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery. International Journal of Remote Sensing 25 24 (2004) 5655-5668