Monitoring ice-onset on lakes and rivers in northern Siberia with TerraSAR-X imagery
Large fractions (15-40%) of the Arctic and Subarctic land surface are covered by lakes and rivers, e.g. in the Lena Delta in Northern Siberia more than 30%. The timing and duration of ice-onset is a relevant climate signal since it is strongly driven by the air temperature. Remote sensing provides a...
| Main Authors: | , |
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| Format: | Conference Object |
| Language: | unknown |
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ESA
2013
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| Online Access: | https://epic.awi.de/id/eprint/33935/ https://epic.awi.de/id/eprint/33935/1/ESA2013_Poster.pdf https://hdl.handle.net/10013/epic.42259 https://hdl.handle.net/10013/epic.42259.d001 |
| Summary: | Large fractions (15-40%) of the Arctic and Subarctic land surface are covered by lakes and rivers, e.g. in the Lena Delta in Northern Siberia more than 30%. The timing and duration of ice-onset is a relevant climate signal since it is strongly driven by the air temperature. Remote sensing provides a means for obtaining regional information in the high Arctic where ground-based data networks are sparse. Space-borne imaging radar is a suitable tool for the detection of freeze processes, as the backscattering of radar waves is highly dependent on the dielectric properties of the surface. As radar operates independently from sunlight and cloud cover, data retrieval is possible on a regular basis. Radar systems can monitor the earth surface at comparatively high spatial resolutions (on the order of 1 to 20 m), which allows to detect small-scale surface characteristics like ice-onset on small lakes and narrow river channels, which are often present in permafrost environments. For this study, a time series of high resolution TerraSAR-X images was analyzed. The images, recorded during fall and winter 2012, cover several lakes and river channels located in the central Lena Delta, North Siberia, Russia. Images are available every five to six days. After geocoding and multilooking, the pixel size is 13.2 m in azimuth and range direction. In 2012, ice-on is first visible in the SAR images at October 6th on the lakes and narrow river channels. The main channels of the Lena River were partly ice-free until October 12th and frozen from October, 17th on. These results were achieved via visual inspection by an experienced user. Automatic detection, however, is difficult, as the backscattering intensities are similar for calm water surfaces and thin ice without air inclusions or cracks. Thus the often used threshold-based method might miss the ice-onset. In addition, threshold-based methods can get confused with open water affected by wind, as the radar intensity scattered from a rough water surface at higher wind speeds is ... |
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