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ISSN 2070-7401 (Print), ISSN 2411-0280 (Online)
Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa
CURRENT PROBLEMS IN REMOTE SENSING OF THE EARTH FROM SPACE

  

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 6, pp. 42-55

Experience and results of a remote study of lakes in the permafrost zone of Western Siberia from satellite images of various resolutions over a 50-year period

Yu.M. Polishchuk 1, 2 , A.N. Bogdanov 1 , N.A. Bryksina 3 , V.Yu. Polishchuk 4, 5 , I.N. Muratov 1 , M.A. Kupriyanov 1 , O.A. Baisalyamova 1 , V.P. Dneprovskaya 2 
1 Ugra Research Institute of Information Technologies, Khanty-Mansiysk, Russia
2 Institute of Petroleum Chemistry SB RAS, Tomsk, Russia
3 Kant Baltic Federal University, Kaliningrad, Russia
4 Institute of Monitoring of Climatic and Ecological Systems SB RAS, Tomsk, Russia
5 Tomsk Polytechnic University, Tomsk, Russia
Accepted: 01.12.2017
DOI: 10.21046/2070-7401-2017-14-6-42-55
The article is devoted to the use of satellite images of various spatial resolutions to obtain experimental data on temporal changes in the number and area of lakes in the permafrost zone of Western Siberia over a long period of time and their spatial size-distribution in the permafrost zone. Methodical issues of errors in the measurement of lake areas on mid-resolution images are discussed. Estimates of the influence of the intraseasonal dynamics of lake areas on the accuracy of remote measurement of lake sizes obtained with the use of radar images are given. On the basis of multi-temporal pairs of ultra-high resolution images, a decrease in average of lakes area and the limnicity of the permafrost zone of Western Siberia over a 50-year period was revealed. A synthesized histogram of the lake distribution in a wide range of their sizes was constructed using the Landsat-8 images and ultra-high resolution images of QuickBird, GeoEye-1 and Resurs-P, taking into account all the lakes in the permafrost zone — from the smallest to the largest sizes. For the construction of the histogram, data were obtained on the number and areas of small lakes from ultra-high resolution images at 37 test sites, located fairly evenly in the study area. The correspondence of the received empirical histogram to the lognormal distribution of lakes was established using the Pearson criterion. The values of the parameters of the lognormal law were determined from the experimental data.
Keywords: permafrost, geoinformation systems, satellite images, histogram of lakes size-distribution
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