Title :
Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas
Author :
Costachioiu, Teodor ; Constantinescu, Rodica ; Datcu, Mihai
Author_Institution :
Res. Center for Spatial Inf., Politeh. Univ. of Bucharest, Bucharest, Romania
Abstract :
In this paper we focus on the extraction and analysis of long-term satellite image time series, and on applications in urban development monitoring. A Satellite Image Time Series (SITS) comprised of more than 100 data sets, covering a time span of over 25 years is extracted from the current Landsat data archives, Then we create stacks of intra-annual images, which are analyzed by applying a series of direct multidate classifications in order to extract the annual built-up surface. The evolution of the built-up areas is then compared against population dynamics for the studied area.
Keywords :
geophysical image processing; remote sensing; time series; Landsat data archives; SITS; direct multidate classifications; intra-annual images; multitemporal satellite image time series analysis; population dynamics; remote sensing satellites; urban development monitoring; Data mining; Earth; Remote sensing; Satellites; Time series analysis; Training; Urban areas; multitemporal analysis; satellite image time series; urban development;
Conference_Titel :
Communications (COMM), 2014 10th International Conference on
Conference_Location :
Bucharest
DOI :
10.1109/ICComm.2014.6866702