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Object-oriented methods for habitat mapping at multiple scales - Case studies from Northern Germany and Wye Downs

Bock, Michael and Xofis, Panteleimon and Mitchley, Jonathan (2005) Object-oriented methods for habitat mapping at multiple scales - Case studies from Northern Germany and Wye Downs. Journal for Nature Conservation, 13 (2-3), pp. 75-89. Elsevier. doi: 10.1016/j.jnc.2004.12.002.

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Official URL: http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B7GJ6-4G82Y3G-4&_user=100058&_coverDate=07%2F15%2F2005&_alid=430260506&_rdoc=2&_fmt=summary&_orig=search&_cdi=20198&_sort=d&_st=4&_docanchor=&_acct=C000007338&_version=1&_urlVersion=0&_userid=100058


This paper presents an application of object-oriented techniques for habitat classification based on remotely sensed images and ancillary data. The study reports the results of habitat mapping at multiple scales using Earth Observation (EO) data at various spatial resolutions and multi temporal acquisition dates. We investigate the role of object texture and context in classification as well as the value of integrating knowledge from ancillary data sources. Habitat maps were produced at regional and local scales in two case studies; Schleswig-Holstein, Germany and Wye Downs, United Kingdom. At the regional scale, the main task was the development of a consistent object-oriented classification scheme that is transferable to satellite images for other years. This is demonstrated for a time series of Landsat TM/ETM+ scenes. At the local scale, investigations focus on the development of appropriate object-oriented rule networks for the detailed mapping of habitats, e.g. dry grasslands and wetlands using very high resolution satellite and airborne scanner images. The results are evaluated using statistical accuracy assessment and visual comparison with traditional field-based habitat maps. Whereas the application of traditional pixel-based classification result in a pixelised (salt and pepper) representation of land cover, the object-based classification technique result in solid habitat objects allowing easy integration into a vector-GIS for further analysis. The level of detail obtained at the local scale is comparable to that achieved by visual interpretation of aerial photographs or field-based mapping and also retains spatially explicit, fine scale information such as scrub encroachment or ecotone patterns within habitats.

Item URL in elib:https://elib.dlr.de/44319/
Document Type:Article
Title:Object-oriented methods for habitat mapping at multiple scales - Case studies from Northern Germany and Wye Downs
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Xofis, PanteleimonImperial College LondonUNSPECIFIEDUNSPECIFIED
Mitchley, JonathanImperial College LondonUNSPECIFIEDUNSPECIFIED
Journal or Publication Title:Journal for Nature Conservation
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:Yes
Page Range:pp. 75-89
Keywords:Object based; HRSC; Quickbird; Landsat; Natura 2000; FFH; Land cover; Remote sensing
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - no assignment (old)
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Environment and Security > Environment and Geoinformation
Deposited By: Bock, Michael
Deposited On:16 Aug 2006
Last Modified:27 Apr 2009 13:00

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