SPATIO-TEMPORAL MONITORING OF PERMAFROST REGION USING SAR REMOTE SENSING
Due to the high temporal sampling rate of ASAR Global Monitoring (GM) mode, it has a high application potential for analyzing freeze/thaw process in permafrost area. The aim of the study is to develop a robust and rigorous method for monitoring seasonal freeze/thaw cycles beyond the threshold approa...
Main Authors: | , , , |
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Format: | Text |
Language: | English |
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Online Access: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.8087 http://www.isprs.org/proceedings/XXXVIII/part8/pdf/NTS14_20100608022300.pdf |
Summary: | Due to the high temporal sampling rate of ASAR Global Monitoring (GM) mode, it has a high application potential for analyzing freeze/thaw process in permafrost area. The aim of the study is to develop a robust and rigorous method for monitoring seasonal freeze/thaw cycles beyond the threshold approach. In order to use ASAR GM time series for analyzing freeze/thaw states, a least square fitting of piecewise step function is introduced. The thawing date can be determined by minimizing the sum of squared residuals between measured backscattering time series and a pre-defined step function. An experiment result for Siberian permafrost area illustrates that it can be a promising approach in monitoring permafrost ecosystems. 1. |
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