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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gesj</journal-id><journal-title-group><journal-title xml:lang="en">GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</journal-title><trans-title-group xml:lang="ru"><trans-title>GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-9388</issn><issn pub-type="epub">2542-1565</issn><publisher><publisher-name>Russian Geographical Society</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24057/2071-9388-2010-3-3-4-13</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-242</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>GEOGRAPHY</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>География</subject></subj-group></article-categories><title-group><article-title>REMOTE SENSING METHODS FOR PHYTOMASS ESTIMATION AND MAPPING OF TUNDRA VEGETATION</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Golubeva</surname><given-names>Elena</given-names></name></name-alternatives><bio xml:lang="en"><p>Professor, Faculty of Geography, M.V. Lomonosov Moscow State University, Moscow, Russia, Leninskie gory, 1, 119991</p></bio><email xlink:type="simple">egolubeva@gmail.com</email></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Plyushkyavichyute</surname><given-names>Yurate</given-names></name></name-alternatives><bio xml:lang="en"><p>MSc student, Faculty of Geography, M.V. Lomonosov Moscow State University, Moscow, Russia, Leninskie gory, 1, 119991</p></bio><email xlink:type="simple">yuratepl@gmail.com</email></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Rees</surname><given-names>Gareth</given-names></name></name-alternatives><bio xml:lang="en"><p>Senior Lecturer, Scott Polar Research Institute, University of Cambridge, Lensfield Road, Cambridge CB2 1 ER, UK</p></bio><email xlink:type="simple">wgr2@cam.ac.uk</email></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Tutubalina</surname><given-names>Olga</given-names></name></name-alternatives><bio xml:lang="en"><p>Leading Researcher, Faculty of Geography, M.V. Lomonosov Moscow State University, Moscow, Russia, Leninskie gory, 1, 119991</p></bio><email xlink:type="simple">olgatut@mail.ru</email></contrib></contrib-group><pub-date pub-type="collection"><year>2010</year></pub-date><pub-date pub-type="epub"><day>01</day><month>09</month><year>2010</year></pub-date><volume>3</volume><issue>3</issue><fpage>4</fpage><lpage>13</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Golubeva E., Plyushkyavichyute Y., Rees G., Tutubalina O., 2010</copyright-statement><copyright-year>2010</copyright-year><copyright-holder xml:lang="ru">Golubeva E., Plyushkyavichyute Y., Rees G., Tutubalina O.</copyright-holder><copyright-holder xml:lang="en">Golubeva E., Plyushkyavichyute Y., Rees G., Tutubalina O.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://ges.rgo.ru/jour/article/view/242">https://ges.rgo.ru/jour/article/view/242</self-uri><abstract><p>Mapping of above-ground phytomass provides a baseline for monitoring climate-induced changes, especially in the northern regions. This is important for practical applications, such as assessing quality of pastures and defining reindeer migration routes. Use of very high resolution (1 m and better) aerial and satellite images is of particular interest, because changes at the level of individual trees can be monitored over comparatively large areas. The goals of this study were to: i) establish relations between phytomass values and structure and spectral reflectance derived from ground research and ii) upscale from ground data to QuickBird satellite imagery to compile maps of above-ground phytomass for key sites. As a result, the study has produced a preliminary map of the above-ground phytomass of lichens for a test site in the Tuliok Valley, Khibiny Mountains, central Kola Peninsula, Russia, with phytomass values well in line with fieldwork data.</p></abstract><kwd-group xml:lang="en"><kwd>above-ground phytomass</kwd><kwd>lichens</kwd><kwd>Tuliok</kwd><kwd>Kola Peninsula</kwd><kwd>ground spectroradiometry</kwd><kwd>QuickBird</kwd><kwd>mapping</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Bazilevich, N.I. (1993). The biological productivity of ecosystems of northern Eurasia,</mixed-citation><mixed-citation xml:lang="en">Bazilevich, N.I. (1993). The biological productivity of ecosystems of northern Eurasia,</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Moscow: Nauka. 394 p. 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