Title :
Greenland ice sheet snow facies identification approach using TanDEM-X interferometric data
Author :
Paola Rizzoli;Michele Martone;Benjamin Brautigam
Author_Institution :
German Aerospace Center (DLR), Microwaves and Radar Institute, Oberpfaffenhofen, Germany
fDate :
7/1/2015 12:00:00 AM
Abstract :
This paper presents an approach for locating the different snow facies of the Greenland ice sheet by exploiting bistatic TanDEM-X interferometric SAR acquisitions. Large-scale mosaics of radar backscatter and volume decorrelation contribution, derived from the interferometric coherence, are generated from the systematic TanDEM-X interferometric acquisitions. They represent the starting point for applying a classification method based on the c-Means fuzzy clustering algorithm. The presented results have been obtained starting from a dataset of TanDEM-X acquisitions performed during winter 2010-2011. Different facies can be detected and related to the physical properties of the snow pack, showing a preliminary good agreement between the obtained results and external data of snow melting.
Keywords :
"Snow","Ice","Backscatter","Decorrelation","Air pollution","Synthetic aperture radar","Clustering algorithms"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7326206