Title :
Adding a new dimension to global urban observations: Inventory of human settlements pattern and urban morphology using VHR SAR data of the TanDEM-X mission
Author :
Esch, Thomas ; Marconcini, Mattia ; Felbier, Andreas ; Heldens, Wieke ; Roth, Andrei
Author_Institution :
Earth Obs. Center (EOC), German Aerosp. Center (DLR), Wessling, Germany
Abstract :
The German TanDEM-X mission has collected two global coverages of very high resolution synthetic aperture radar (SAR) X-band data with a spatial resolution of about three meters in the years 2011/2012 and 2012/2013. Such an extraordinary data set provides Earth observation data complementary to the existing global coverages with optical imagery. In this paper we present i) the technique implemented to identify and map human settlements in a so far unique spatial detail of ~12m, and ii) demonstrate the potential to characterize human settlements properties and patterns as well as the urban morphology (e.g., in terms of building height) using the worldwide data available from TanDEM-X mission. The basic approach towards the fully-automatic detection and delineation of built-up areas from TanDEM-X imagery, is presented by describing the corresponding operational processing environment - the Urban Footprint Processor (UFP) - and the resulting geo-information product - the Global Urban Footprint (GUF) mask. Along with this, we introduce a procedure that exploits the information provided by the GUF settlement mask to facilitate an effective spatial and structural characterization of human settlement forms and patterns from the local to the continental scale. Moreover, we also present a novel technique for estimating the building height within the human settlements delineated in the GUF by means of the digital elevation model (DEM) generated in the context of the TanDEM-X mission. The results of the study indicate the high potential of the developed geo-information products to support the analysis of urbanization patterns, the urban-rural continuum, peri-urbanization, spatio-temporal dynamics of settlement development as well as population estimation, vulnerability assessment and global change modeling.
Keywords :
digital elevation models; geophysical image processing; land use; object detection; radar imaging; radar resolution; remote sensing by radar; synthetic aperture radar; terrain mapping; AD 2011 to 2012; AD 2012 to 2013; Earth observation data; GUF settlement mask; German TanDEM-X mission; SAR X-band data; TanDEM-X imagery; UFP; VHR SAR data; building height estimation; built-up area delineation; digital elevation model; fully-automatic detection; geoinformation product; global change modeling; global urban footprint mask; global urban observation; human settlement identification; human settlement mapping; human settlement pattern characterization; human settlement pattern inventory; operational processing environment; optical imagery; periurbanization; population estimation; settlement development; spatial characterization; spatial resolution; spatio-temporal dynamics; structural characterization; urban footprint processor; urban morphology; urban-rural continuum; urbanization pattern; very high resolution synthetic aperture radar X-band data; vulnerability assessment; Buildings; Earth; Morphology; Remote sensing; Spatial resolution; Synthetic aperture radar; Time division multiplexing; TerraSAR-X/TanDEM-X; building volume; global urbanization; settlement pattern; urban morphology;
Conference_Titel :
Earth Observation and Remote Sensing Applications (EORSA), 2014 3rd International Workshop on
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-5757-6
DOI :
10.1109/EORSA.2014.6927873