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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Usage of GIS Technologies for Ecosystems Monitoring</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yulia V. Shalaumova</string-name>
          <email>yulyash@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Andrey A. Grigor'ev</string-name>
          <email>grigoriev.a.a@ipae.uran.ru</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Industrial Ecology of the Ural, Branch of the Russian Academy of Sciences</institution>
          ,
          <addr-line>620219, Russia, Ekaterinburg, GSP-594</addr-line>
          ,
          <institution>Ural State Forestry Engineering University</institution>
          ,
          <addr-line>620100, Russia, Ekaterinburg</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Institute of Plant and Animal Ecology of the, Ural Branch of the Russian Academy of, Sciences</institution>
          ,
          <addr-line>620100, Russia, Ekaterinburg</addr-line>
          ,
          <institution>Ural State Forestry Engineering University</institution>
          ,
          <addr-line>620100, Russia, Ekaterinburg</addr-line>
        </aff>
      </contrib-group>
      <abstract>
        <p>Aiming to obtain an estimate of the changes in the position of the upper boundary of open spruce forests in the Zigal'ga mountain ridge (South Urals), we used a set of methods: a comparison of aerial photographs, satellite images, and repeated landscape photographs made at different times. A qualitative and quantitative assessment of these changes for the period from 1958 to 2012 was made. The results of the study show that tree vegetation has been actively expanding to higher elevations over the past 54 years. Altitudinal shift of upper boundaries of open forests along the median was 0.74 m/year, and horizontal shift was 0.20 m/year. Expanding open forests are explained by climate warming and increasing humidity, especially in the cold period of the year in the South Urals.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>The key site is located in the northwestern part of the South Urals on one of the mountain peaks (N 54°39’ E
58°39’, Zigal’ga mountain ridge, mountain Poperechnaya). The present studies covered open spruce forests and
thickets growing in the forest-tundra ecotone, which is considered a temperature sensitive transition zones that are
expected to respond to climate warming by advancing beyond their current position [Harsch09].</p>
      <p>We carried out a comparative analysis of aerial photographs of 1958 and a satellite image of 2012, covering the
area of mountain Poperechnaya in order to obtain a quantitative estimate of the shifts of the upper limits (boundary)
of the open forests (a line, with distances between trees from 7 to 30 m and total crown cover of 20–30% [Mois11]).
Remote sensing data have been combined with a 10-m digital elevation model using a geographic information
system ArcGIS, and then the upper limits of the open forests in 1958 and 2012 were mapped. Estimation of the area
of open forest expansions was obtained using the Spatial Statistics module. Calculation of the horizontal shifts of
the upper line of the open forests was made using the function of estimating the Euclidean distance from the line
that describes the boundary of the open forests at the beginning of the study period, to the line of their current
spread. The vertical shifts of the upper line of the open forests was estimated by determining the medians from the
values of the cells of the digital elevation model located on the lines delineating the open forest areas in 1958 and
2012. The most favorable conditions for the expansion of open forests into the alpine tundra were determined using
histograms that represent the number of cells that belong to different classes by exposure, slope steepness, and
stoniness for a raster limited by the area of shifting the boundary of the open forests.</p>
      <p>Furthermore, the method of comparing historical and recent landscape photographs was used in assessing
changes in forest areas and areas occupied by woody vegetation [Shiyat09]. In order to create a repeat landscape
photograph, the researcher have found the exact location from which the original photograph was taken.</p>
      <p>The climate assessment in the area of research was carried out according to instrumental measurements of the
weather station Zlatoust (N 55º10'22.42'', E 59º39'10.73'', 532 m a.s.l.), which has the longest observational series
for the region (from 1837 to 2014). The weather station is located 86 km from the object of study. The data on the
average monthly air temperature and total monthly precipitation were separately analyzed for two periods: warm
(June-August) and cold (November-March) seasons.</p>
      <p>An inhomogeneity of long time series of precipitation was removed by the means of introduction of conversion
factors from readings of the raingauge with Nipher shield to readings of the Tret’yakov precipitation gauge (in
1952) and by the exclusion of the moistening correction (since 1966), published in Handbook on the Climate of the
USSR [Handb90]. Anomalies of the average air temperature and total amount of precipitation for warm and cold
seasons of every year were calculated as the difference between a current value and an average one for the World
Meteorological Organization standard period (1961–1990).</p>
    </sec>
    <sec id="sec-2">
      <title>Results and Discussion</title>
      <p>Analysis of changes in vegetation cover using remote methods (aerial and satellite images) made it possible to
identify and assess the progress of the upper boundary of the open forests in the study area during the period from
1958 to 2012 (Fig. 1). The vertical shift of the continuous boundary of the open forests (excluding isolated islands)
along the median was 40 m (from 1223 to 1263 m) for the period under study, and this was 0.74 m/year. The
minimum value of the height of the position of the open forest above sea level changed by 19 m (from 1075 to 1094
m), the maximum value changed by 14 m (from 1293 to 1307 m). The horizontal shift of the continuous border of
the open forests along the median was 11 m during the study period (0.20 m/year), the values of the horizontal shift
were in the range from 0 to 508 m.</p>
      <p>The total area of expansion of the open forests from 1958 to 2012 was 2.286 km2.</p>
      <p>Traceable trends in the transformation of forest-tundra vegetation communities in the study area indicate the
most significant expansion of open forests into the alpine tundra in the south-eastern slope (Fig. 2A), which is
explained not only by more favorable climatic conditions on this part of the slope, but also by more gentle slopes
and less stoniness. The effect of the last two factors is confirmed by the analysis of histograms (Fig. 2B and 2C),
which showed that the greatest progress in the expansion of open forest occurred on gentle slopes (steepness 0-5º)
with the lowest stoniness (0-10%).
(C)</p>
      <p>Figure 2: The histogram of the distribution of the raster cells belonging to the area of shift of the upper
boundaries of open forests in 1958-2012, depending on the exposure (A), slope steepness (B), and stoniness (C);
mountain Poperechnaya, Zigal’ga mountain ridge, South Ural</p>
      <p>In addition, changes in the upper boundaries of woody vegetation can be clearly seen in repeated landscape
photographs (Fig. 3). The historical photo shows that 80 years ago on the mountain terrace there were rare spruce
trees whose height did not exceed 1-1.5 m. These trees have a multi-stemmed growth form, which is also known as
krummholz or elfin wood. Currently, close spruce forest occupy a large part of the terrace. The height of the trunks
reaches 5-6 m. Single spruces grow on stony areas located at a higher altitude.</p>
      <p>Analysis of data from instrumental meteorological observations (Fig. 4) indicates that the climate has generally
become warmer and wetter in our study region during the period from 1837 to 2014. The most significant change in
the temperature regime and sedimentation regime occurred during the cold period of the year. Thus, the time series
of mean air temperature anomalies in the cold period shows an increase in the linear trend by 1.7 ºС for 100 years,
for anomalies of total precipitation the increase is 48.8 mm per 100 years. The reliable tendency according to linear
trend of the anomalies of these climatic parameters in the warm period of the year is not revealed.
(А)
(C)
(B)
(D)</p>
    </sec>
    <sec id="sec-3">
      <title>Conclusion</title>
      <p>In the last half century, the open spruce forests has been actively expanding to higher elevations on Zigal’ga
mountain ridge (South Urals). We evaluated the changes of upper boundaries of open forests for the period from
1958 to 2012: altitudinal shift along the median was 0.74 m/year, and horizontal shift was 0.20 m/year. The most
significant changes in the location of the boundaries of the forested areas occurred on relatively gentle slopes with
the presence of fine earth and well-developed soil. This is confirmed by comparing aerial photographs, satellite
images, and repeated landscape photographs made at different times.</p>
      <p>Upper boundaries of open forests expanded upwards occurred against the backdrop of climate change. The
climate has become warmer and wetter in the study area during the period from 1837 to 2014. The most significant
change in the temperature regime and sedimentation regime occurred during the cold period of the year.</p>
      <p>This work was supported by RFBR grant 16-05-00454.</p>
      <p>[Myers11] I.H. Myers-Smith, B.C. Forbes, M. Wilmking, M. Hallinger, T. Lantz, D. Blok, K.D. Tape, M.
Macias-Fauria, U. Sass-Klaassen, E. Levesque, S. Boudreau, P. Ropars, L. Hermanuts, A. Trant, L.S. Collier, S.
Weijers, J. Rozema, S.A. Rayback, N.M. Schmidt, G. Schaepman-Strub, S. Wipf, C. Rixen, C. B. Menard, S. Venn,
S. Goetz, L. Andreu-Hayles, S. Elmendorf, V. Ravolainen, J. Welker, P. Grogan, H.E. Epstein, D.S. Hik1. Shrub
expansion in tundra ecosystems: dynamics, impacts and research priorities. Environmental Research Letters,
6:115, 2011.</p>
      <p>[Leon16] G. Leonelli, A. Masseroli, M. Pelfini. The influence of topographic variables on treeline trees under
different environmental conditions. Physical Geography, 37(1):56-72, 2016.</p>
      <p>[Mass16] A. Masseroli, G. Leoneli, I. Bolati, L. Trombino, M. Pelfini. The influence of geomorphological
processes on the treeline position in Upper Valtellina (Central Italian Alps). Geografia Fisica e Dinamica
Quaternaria, 39:171-182, 2016.</p>
      <p>[Mois11] P.A. Moiseev. Structure and dynamics of woody vegetation at the upper limit its growth on the Urals
mountains. Abstract of Double Doctor Dissertation. 2011. (in Russian).</p>
      <p>[Shiyat09] S.G. Shiyatov. Dynamics of woody and shrub vegetation in Polar Ural mountains under influence
modern climate changes. UB RAS, 2009. (in Russian)
[Handb90] Scientific and Applied Handbook on Climate of the USSR. Series 3. Issue 9. Gidrometeoizdat, 1990. (in
Russian)</p>
    </sec>
  </body>
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