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SITE SCALE WETNESS CLASSIFICATION OF TUNDRA REGIONS WITH C-BAND SAR SATELLITE DATA

机译:基于C波段SAR卫星数据的滕德拉地区站点规模气象分类。

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A representative and consistent wetland map for the circumpolar region is required for a range of applications including modelling of permafrost properties as well as upscaling of carbon pools and fluxes. Synthetic Aperture Radar (SAR) data has been shown to be suitable for wetland mapping, especially C-band ASAR GM data (1-km resolution). A circumpolar wetness classification map has been introduced previously [1].With heterogeneity being a major challenge in the Arctic, higher spatial resolution products than GM are essential. In this study we therefore investigate the potential of this approach at site scale using ENVISAT ASAR WS data (~120 m resolution). These higher resolution ASAR WS maps have been produced for study sites representing different settings throughout the Arctic and compared to high resolution land cover maps and field survey data.It can be shown that a medium resolution C-band SAR based wetness level map can be derived for tundra regions where no scattering due to tree trunks hampers the applied methodology.
机译:对于一系列应用,包括永久冻土特性的建模以及碳库和通量的放大,都需要有代表性且一致的围绕极地的湿地图。合成孔径雷达(SAR)数据已被证明适用于湿地制图,尤其是C波段ASAR GM数据(1公里分辨率)。先前已经引入了极地湿度分类图[1]。由于异质性是北极的主要挑战,因此比GM高空间分辨率的产品是必不可少的。因此,在这项研究中,我们使用ENVISAT ASAR WS数据(〜120 m分辨率)在现场规模上研究这种方法的潜力。这些更高分辨率的ASAR WS地图是为代表北极各地不同环境的研究地点制作的,与高分辨率的土地覆盖图和实地调查数据进行了比较,可以证明可以得出基于中分辨率C波段SAR的湿度水平图。对于没有因树干而造成的散射影响的苔原地区,将影响所采用的方法。

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    ZAMG Hohe Warte 38 1190 Wien Austria Email: barbara.widhalm@zamg.ac.atAustrian Polar Research Institute Althanstraße 14 1090 Wien Austria;

    ZAMG Hohe Warte 38 1190 Wien Austriaannett.bartsch@zamg.ac.atAustrian Polar Research Institute Althanstraße 14 1090 Wien AustriaVienna University of Technology Gusshausstrasse 27-29 1040 Wien Austria;

    Stockholm University SE-106 91 Stockholm Sweden Email: matthias.siewert@natgeo.su.sel;

    Stockholm University SE-106 91 Stockholm Sweden gustaf.hugelius@natgeo.su.se;

    Center for Permafrost University of Copenhagen Øster Voldgade 10 DK-1350 Copenhagen K Denmark Email: be@ign.ku.dk;

    Earth Cryosphere Institute Russian Academy of Sciences Siberian Branch Malygin Street 86 Tyumen 625000 Russia Email: moleibman@gmail.comTyumen State University Volodarsky street 6 625003 Tyumen Russia;

    Earth Cryosphere Institute Russian Academy of Sciences Siberian Branch Malygin Street 86 Tyumen 625000 Russia ydvornikow@gmail.com;

    Earth Cryosphere Institute Russian Academy of Sciences Siberian Branch Malygin Street 86 Tyumen 625000 RussiaTyumen State University Volodarsky street 6 625003 Tyumen Russia;

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