<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing with OASIS Tables v3.0 20080202//EN" "journalpub-oasis3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0"><?xmltex \bartext{Tenth International Symposium on Land Subsidence (TISOLS)}?>
  <front>
    <journal-meta><journal-id journal-id-type="publisher">PIAHS</journal-id><journal-title-group>
    <journal-title>Proceedings of the International Association of Hydrological Sciences</journal-title>
    <abbrev-journal-title abbrev-type="publisher">PIAHS</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Proc. IAHS</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">2199-899X</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/piahs-382-183-2020</article-id><title-group><article-title>Permafrost seasonal surface changes revealed from Sentinel-1 InSAR
time-series, Yamal peninsula</article-title><alt-title>Permafrost seasonal surface changes</alt-title>
      </title-group><?xmltex \runningtitle{Permafrost seasonal surface changes}?><?xmltex \runningauthor{K. Teshebaeva et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Teshebaeva</surname><given-names>Kanayim</given-names></name>
          <email>kanayim@gmail.com</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>van Huissteden</surname><given-names>Ko J.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-7730-2793</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Puzanov</surname><given-names>Alexander V.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Balykin</surname><given-names>Dmitry N.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Sinitsky</surname><given-names>Anton I.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Kovalevskaya</surname><given-names>Nelley</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>VU Amsterdam, Department of Earth Sciences, Earth and Climate
Cluster, Amsterdam, <?xmltex \hack{\break}?> 1081 HV, the Netherlands</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Institute for Water and Environmental Problems, Siberian Branch of the RAS, Barnaul, Russia</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Arctic Research Center of the Yamal-Nenets Autonomous District,
Salekhard, Russia</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Kanayim Teshebaeva (kanayim@gmail.com)</corresp></author-notes><pub-date><day>22</day><month>April</month><year>2020</year></pub-date>
      
      <volume>382</volume>
      <fpage>183</fpage><lpage>187</lpage>
      
      <permissions>
        <copyright-statement>Copyright: © 2020 Kanayim Teshebaeva et al.</copyright-statement>
        <copyright-year>2020</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020.html">This article is available from https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020.html</self-uri><self-uri xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020.pdf">The full text article is available as a PDF file from https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020.pdf</self-uri>
      <abstract><title>Abstract</title>
    <p id="d1e128">Widespread thawing of permafrost in the northern Eurasian
continent causes severe problems for infrastructure and global climate. We
test the potential of Sentinel-1 SAR imagery to enhance detection of
permafrost surface changes in the Siberian lowlands of the northern Eurasian
continent at the Yamal peninsula site. We used InSAR time-series technique
to detect seasonal surface movements related to permafrost active layer
changes. The satellite InSAR time-series analysis has detected continuous
movements, subsidence in three zones, which have occurred during the time
period from 2017 to 2018. Observed subsidence zones show up to 180 mm yr<inline-formula><mml:math id="M1" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>
rates of seasonal active layers changes. These seasonal ground displacement
patterns align well with lithology and linked to anthropogenic impact on the
permafrost surface changes in the area. The results show that Sentinel-1
mission is of great importance for the longer-term monitoring of active
layer thickening in permafrost regions. The combined analyses of the
obtained InSAR time series with additional field observations may support
regular process monitoring as part of a global warming risk assessment.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d1e152">Widespread thawing of permafrost, by present and future climate warming, has
potentially huge impacts on natural environments, global climate, and human
activities in the Arctic. Ice-rich permafrost thaw readily due to climate
change and human activity causing soil subsidence and have a devastating
effect on infrastructure  (French, 2017; Hjort et al.,
2018; Nauta et al., 2015). Despite three decades of intensifying research
in Arctic terrestrial and marine environments, these hold still strong
surprises for us, shown by the recent discoveries of <inline-formula><mml:math id="M2" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CH</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> seeps in
lakes, in the Arctic ocean, and <inline-formula><mml:math id="M3" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CH</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emitting craters in the permafrost.
The feedbacks of permafrost change on climate, such the Arctic carbon
feedback and changes in land surface characteristics (soil moisture, lakes
and ponds) still require better quantification  (Schuur et al.,
2015). This is a scientific challenge, which calls for innovative methods to
detect and quantify permafrost change over large areas. Some of recent
studies used Radar Interferometry to detect and quantify permafrost surface
changes  (Chen et al., 2013; Liu et al., 2010; X. Liu et al., 2015; Short et al., 2014). We focus on an area of recent, early 2014,
discovery of crater on the Yamal Peninsula of the Western Siberia in Russia
(Kizyakov et al., 2017; Leibman et al., 2014;
Olenchenko et al., 2015). The crater is formed by a powerful release of gas
and located in close vicinity of the Bovanenkovo oil-gas field
(Leibman et al., 2014). We study the area to quantify
feedback of permafrost thaw to climate, and to detect areas where permafrost
thaw hazards to human infrastructure are potentially high.</p>
      <p id="d1e177">The objective of this study is to detect and quantify permafrost surface
changes using InSAR time-series. The combination of InSAR with available
geomorphological and geological data and on-site data collection that may be
used to develop conceptual and quantitative models that can be used to
predict subsidence by permafrost thaw and <inline-formula><mml:math id="M4" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CH</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emission hotspots on a
larger scale.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><?xmltex \currentcnt{1}?><label>Figure 1</label><caption><p id="d1e193">Results of PS InSAR analysis, colors show spatial pattern
of seasonal subsidence velocity for June–October 2017–2018.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020-f01.png"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><?xmltex \currentcnt{2}?><label>Figure 2</label><caption><p id="d1e205">Hotspot cluster kernel-density map showing smoothed
spatial location of clusters in zones A, B and C. Analysis highlights areas
of spatially correlative regions as high kernel-density values in blue.
Hotspot analysis was performed on results of PS InSAR analysis (Fig. 1).</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020-f02.png"/>

      </fig>

</sec>
<?pagebreak page184?><sec id="Ch1.S2" sec-type="conclusions">
  <label>2</label><title>Results and discussions</title>
      <p id="d1e222">The results derived from Sentinel-1 InSAR time-series are mean LOS seasonal
velocities for 2017 and 2018. The displacement rates were 60–180 mm yr<inline-formula><mml:math id="M5" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>
and found mainly in the vicinity of Bovanenkovo settlement (Fig. 1). We
identified spatially clustered areas of high values (hot spots) and their
spatial location shows that the study area is characterized by subsidence in
three distinguished zones. These subsidence zones are located at the west
and east part of the test site and were highlighted as A, B and C zones
(Fig. 2).</p>
      <p id="d1e237">The zone A is located within area of Bovanenkovo settlement and oil/gas
field. It is subsiding with velocity of about to 160 mm yr<inline-formula><mml:math id="M6" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. The zone A is
circular in shape with spatial dimension of the zone is about to 12 km length and 8 km width highlighting center of the subsidence (Fig. 2). The
zone B is located in the east north with subsiding rates of about to 80 mm yr<inline-formula><mml:math id="M7" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> site. The zone B has a spatial dimension of about 41 km length and
20 km width. The zone C is located just south of the lakes in the study area
with spatial dimension of 36 km length and 22 km width (Fig. 2). The zone C is subsiding with velocity of about to 90 mm yr<inline-formula><mml:math id="M8" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. The subsiding rates of
the zone A is double higher than zones B and C (Fig. 2).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><?xmltex \currentcnt{3}?><label>Figure 3</label><caption><p id="d1e278">InSAR time-series showing gradual seasonal subsidence for
A, B and C zones (Figs. 1 and 2). This analysis reveals that zone A is
subsiding with higher rates relative to zones B and C.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020-f03.png"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><?xmltex \currentcnt{4}?><label>Figure 4</label><caption><p id="d1e290">Soil profiles showing the depth of active layer 40–150 cm near Bovanenkovo site. Tundra Histic Crysol with permafrost occurring at 40 cm <bold>(a)</bold> consist of horizons O-Bg. The O horizon consists of organic
horizon containing decomposed organic matter and peat. Bg is mineral gley
horizon of soil, gray with bluish hue, light loam texture, sand. <bold>(b)</bold> Histic Crysol with permafrost occurring at 70 cm consist of horizons
O-B1-B2-Cg. Soil horizon O consist of peat. The mineral horizons B1 and B2
are heterogeneous in color, gray with dark spots and light loam texture. Cg
mineral horizon consist of unconsolidated earth material with gray sandy
loam texture. <bold>(c)</bold> Eutric Cryosols with permafrost occurring at 150 cm depth. The soil consist of horizons A-Bg-Cg. Mineral horizon A dark brown,
sandy loam texture with fine grained material sand. Bg mineral horizon,
yellow brown to dark brown and sandy loam texture. Cg is light brown and
sandy soil.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020-f04.png"/>

      </fig>

      <p id="d1e308">The temporal evolution of the detected surface subsidence between June–September
2017 and 2018 based on the time-series of date-to-date LOS displacements
plotted in Fig. 3. The temporal evolution of the subsidence rates in all
plots is a continuous with a gradual increase in rate
season to season. The plot A shows a seasonal deformation signal which
gradually increase up to 170 mm, while plots B and C show differences up to
70 and 80 mm in the temporal evolution between the deformation rates
(Fig. 3). The rates indicate the subsidence in these areas are related to
the seasonal thawing process.</p>
      <p id="d1e311">PS-InSAR technique is a powerful tool to measure displacements of moving
ground objects from time series of SAR images to millimeter precision
(Colesanti et al., 2003). It is not so straight forward
to exactly identify individual objects acting as persistent scatterers in
the SAR images over a remote permafrost region. Therefore, for regional
permafrost remote areas with fewer ground control, it can be assumed that
the displacements of the objects reflecting the radar signal represent the
ground movements of the earth surface and not only the object on top of it.
In the present study, we verified whether the observed slow subsidence in
Yamal peninsula can be explained by glaciation of preexisting
geomorphic/tectonic setting or whether it is the result of anthropogenic
activity in the region or it is result of both.</p><?xmltex \hack{\newpage}?><?xmltex \floatpos{t}?><fig id="Ch1.F5"><?xmltex \currentcnt{5}?><label>Figure 5</label><caption><p id="d1e316">Geology map of the study area. The map is modified after
FAO project defined geology map of the western Siberia.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://piahs.copernicus.org/articles/382/183/2020/piahs-382-183-2020-f05.png"/>

      </fig>

      <p id="d1e325">Concerning the tectonic setting Yamal peninsula is located north of Ural
Mountains and was uplifted and eroded during Oligocene-Pliocene time.
Available limited seismic data indicate that the north to northwest trending
linear structures are present. Late Pliocene-Quaternary glacial marine
sediments up to 200 m thick overlie the erosional surface
(Astakhov, 2004, 2011; Chuvilin et al., 2000;
Ulmishek, 2003; Volkova, 2014) The permafrost is continuous; the thickness
of the permafrost layer varies between 200 m river valleys and 250 in hilly
terrain  (Chuvilin et al., 2000).</p>
      <p id="d1e329">The active layer within study area varies from 40  to 150 cm from field
work observations during early September 2017 (field observations, Fig. 4). The subsidence zones are correlated with lithology of the area. Zone A
is located in the area of marine deposits and zones B and C are located
within alluvial deposits (Fig. 5).</p>
      <p id="d1e332">The temporal evolution of the subsidence rates in zone A around the
Bovanenkovo field show higher rates compared to zones B and C (Figs. 1 and
3). Zone A is underlain by fine grained deposits subside faster because the
overlying loess-like silty-clay materials are likely to have a high ice
content (Fig. 5). The soils are characterized by a high content of
fine-grained material and, owing to this, by predominance of crustal and
lense-like cryostructures in the transition zone at the top of the
permafrost. The Eocene marine sediments in the region are bedded
thin-tabular gray and dark gray clay  (Astakhov, 2004;
Chuvilin et al., 2000; Volkova, 2014). Bodies of ground ice in the area have
been detected by geophysical surveys  (Olenchenko et al., 2015).</p>
      <p id="d1e335">The subsidence rates in zones B and C are less compared to zone A due to the
ice wedges with coarser grain deposits covered by loess (Figs. 2 and 5).
The zones B and C are within alluvial deposits, the most distinctive feature
of the cryogenic structure. The alluvial deposits are loess layers with ice
wedges formed during Valdai glaciation  (Astakhov, 2011). Given
correlation with lithology within study area, the hypothesis of preexisting
geomorphic/tectonic setting can be accepted.</p>
      <p id="d1e338">Regarding the second hypothesis, studies have demonstrated that human
activity as settlements and gas extraction have major impact on permafrost
melt and subsidence (Hjort et al., 2018; L. Liu et al.,
2015; Raynolds et al., 2014). Subsidence due to gas extraction may have
contributed in particular to zone A; subsidence caused by gas extraction is
a common feature in gas fields  (van Thienen-Visser et al., 2015).</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <?pagebreak page186?><p id="d1e345">All data presented in this paper are available upon request. Please contact the corresponding author (kanayim@gmail.com).</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d1e351">KT performed the analyses and interpretation, she wrote the paper with contributions from KJvH. AVP, DNB, AIS and NK
helped with field work and analyses of soil profiles.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d1e357">The authors declare that they have no conflict of interest.</p>
  </notes><notes notes-type="sistatement"><title>Special issue statement</title>

      <p id="d1e364">This article is part of the special issue “TISOLS: the Tenth International Symposium On Land Subsidence – living with subsidence”. It is a result of the Tenth International Symposium on Land Subsidence, Delft, the Netherlands, 17–21 May 2021.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e370">We thank Inter-Regional Expedition Center “Arctic” for assistance with field expeditions to the Yamal peninsula.</p></ack><?xmltex \hack{\newpage}?><?xmltex \hack{\newpage}?><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d1e376">This research has been supported by the Netherlands Organization for Scientific Research NWO (grant no. ALW-GO/16-13).</p>
  </notes><ref-list>
    <title>References</title>

      <ref id="bib1.bib1"><label>1</label><?label 1?><mixed-citation>
Astakhov, V.: Pleistocene ice limits in the Russian northern lowlands, Quat.
Glaciat. Chronol. Part, 1, 309–319, 2004.</mixed-citation></ref>
      <ref id="bib1.bib2"><label>2</label><?label 1?><mixed-citation>
Astakhov, V.: Ice margins of northern Russia revisited, in: Developments in
Quaternary Sciences, edited by:  Ehlers, J., Gibbard, P. L., and  Hughes, P. D., Vol. 15, 323–336, Elsevier, 2011.</mixed-citation></ref>
      <ref id="bib1.bib3"><label>3</label><?label 1?><mixed-citation>
Chen, F., Lin, H., Zhou, W., Hong, T., and Wang, G.: Surface deformation
detected by ALOS PALSAR small baseline SAR interferometry over permafrost
environment of Beiluhe section, Tibet Plateau, China, Remote Sens. Environ.,
138, 10–18, 2013.</mixed-citation></ref>
      <ref id="bib1.bib4"><label>4</label><?label 1?><mixed-citation>
Chuvilin, E. M., Yakushev, V. S., and Perlova, E. V: Gas and possible gas
hydrates in the permafrost of Bovanenkovo gas field, Yamal Peninsula, West
Siberia, Polarforschung, 68, 215–219, 2000.</mixed-citation></ref>
      <ref id="bib1.bib5"><label>5</label><?label 1?><mixed-citation>
Colesanti, C., Ferretti, A., Locatelli, R., Novali, F., and Savio, G.:
Permanent scatterers: precision assessment and multi-platform analysis, in:
IGARSS 2003, 2003 IEEE Int. Geosci. Remote Sens.
Symp., Proceedings (IEEE Cat. No. 03CH37477),   2,  1193–1195, 2003.</mixed-citation></ref>
      <ref id="bib1.bib6"><label>6</label><?label 1?><mixed-citation>
French, H. M: The periglacial enviroment, 4th Edition, John Wiley &amp; Sons, 544, 2017.</mixed-citation></ref>
      <ref id="bib1.bib7"><label>7</label><?label 1?><mixed-citation>
Hjort, J., Karjalainen, O., Aalto, J., Westermann, S., Romanovsky, V. E.,
Nelson, F. E., Etzelmüller, B., and Luoto, M.: Degrading permafrost puts
Arctic infrastructure at risk by mid-century, Nat. Commun., 9, 5147,
2018.</mixed-citation></ref>
      <ref id="bib1.bib8"><label>8</label><?label 1?><mixed-citation>
Kizyakov, A., Zimin, M., Sonyushkin, A., Dvornikov, Y., Khomutov, A., and
Leibman, M.: Comparison of Gas Emission Crater Geomorphodynamics on Yamal
and Gydan Peninsulas (Russia), Based on Repeat Very-High-Resolution
Stereopairs, Remote Sens., 9, 1023, 2017.</mixed-citation></ref>
      <ref id="bib1.bib9"><label>9</label><?label 1?><mixed-citation>
Leibman, M. O., Kizyakov, A. I., Plekhanov, A. V., and Streletskaya, I. D.:
New permafrost feature–dep crater in Central Yamal (West Siberia, Rusia) as
a response to local climate fluctuations, Geogr. Environ. Sustain., 7,
68–79, 2014.</mixed-citation></ref>
      <ref id="bib1.bib10"><label>10</label><?label 1?><mixed-citation>Liu, J., Kang, S., Gong, T., and Lu, A.: Growth of a high-elevation large inland lake, associated with climate change and permafrost degradation in Tibet, Hydrol. Earth Syst. Sci., 14, 481–489, <ext-link xlink:href="https://doi.org/10.5194/hess-14-481-2010" ext-link-type="DOI">10.5194/hess-14-481-2010</ext-link>, 2010.</mixed-citation></ref>
      <ref id="bib1.bib11"><label>11</label><?label 1?><mixed-citation>
Liu, L., Schaefer, K. M., Chen, A. C., Gusmeroli, A., Zebker, H. A., and
Zhang, T.: Remote sensing measurements of thermokarst subsidence using
InSAR, J. Geophys. Res.-Earth Surf., 120, 1935–1948, 2015.</mixed-citation></ref>
      <ref id="bib1.bib12"><label>12</label><?label 1?><mixed-citation>Liu, X., Guo, Y., Hu, H., Sun, C., Zhao, X., and Wei, C.: Dynamics and
controls of <inline-formula><mml:math id="M9" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CO</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M10" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">CH</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> emissions in the wetland of a montane permafrost
region, northeast China, Atmos. Environ., 122, 454–462, 2015.</mixed-citation></ref>
      <ref id="bib1.bib13"><label>13</label><?label 1?><mixed-citation>
Nauta, A. L., Heijmans, M. M. P. D., Blok, D., Limpens, J., Elberling, B.,
Gallagher, A., Li, B., Petrov, R. E., Maximov, T. C., and Van Huissteden, J.:
Permafrost collapse after shrub removal shifts tundra ecosystem to a methane
source, Nat. Clim. Chang., 5, 67–70, 2015.</mixed-citation></ref>
      <ref id="bib1.bib14"><label>14</label><?label 1?><mixed-citation>
Olenchenko, V. V., Sinitsky, A. I., Antonov, E. Y., Eltsov, I. N.,
Kushnarenko, O. N., Plotnikov, A. E., Potapov, V. V., and Epov, M. I.: Results
of geophysical surveys of the area of “Yama<?pagebreak page187?>l crater”, the new geological
structure, Kriosf. Zemli, 19, 84–95, 2015.</mixed-citation></ref>
      <ref id="bib1.bib15"><label>15</label><?label 1?><mixed-citation>
Raynolds, M. K., Walker, D. A., Ambrosius, K. J., Brown, J., Everett, K. R.,
Kanevskiy, M., Kofinas, G. P., Romanovsky, V. E., Shur, Y., and Webber, P.
J.: Cumulative geoecological effects of 62 years of infrastructure and
climate change in ice-rich permafrost landscapes, Prudhoe Bay Oilfield,
Alaska, Global Change Biol., 20, 1211–1224, 2014.</mixed-citation></ref>
      <ref id="bib1.bib16"><label>16</label><?label 1?><mixed-citation>
Schuur, E. A. G., McGuire, A. D., Schädel, C., Grosse, G., Harden, J.
W., Hayes, D. J., Hugelius, G., Koven, C. D., Kuhry, P., and Lawrence, D. M.:
Climate change and the permafrost carbon feedback, Nature, 520,  171–179,
2015.</mixed-citation></ref>
      <ref id="bib1.bib17"><label>17</label><?label 1?><mixed-citation>Short, N., LeBlanc, A.-M., Sladen, W., Oldenborger, G., Mathon-Dufour, V.,
and Brisco, B.: RADARSAT-2 D-InSAR for ground displacement in permafrost
terrain, validation from Iqaluit Airport, Baffin Island, Canada, Remote
Sens. Environ., 141, 40–51, 2014.
 </mixed-citation></ref><?xmltex \hack{\newpage}?>
      <ref id="bib1.bib18"><label>18</label><?label 1?><mixed-citation>
van Thienen-Visser, K., Pruiksma, J. P., and Breunese, J. N.: Compaction and
subsidence of the Groningen gas field in the Netherlands, Proc. Int. Assoc.
Hydrol. Sci., 372, 367–373, 2015.</mixed-citation></ref>
      <ref id="bib1.bib19"><label>19</label><?label 1?><mixed-citation>
Ulmishek, G. F.: Petroleum geology and resources of the West Siberian Basin,
Russia, US Department of the Interior, US Geological Survey Reston,
Virginia, 2003.</mixed-citation></ref>
      <ref id="bib1.bib20"><label>20</label><?label 1?><mixed-citation>
Volkova, V. S.: Geologic stages of the paleogene and neogene evolution of
the Arctic shelf in the Ob'region (West Siberia), Russ. Geol. Geophys.,
55, 483–494, 2014.</mixed-citation></ref>

  </ref-list></back>
    <!--<article-title-html>Permafrost seasonal surface changes revealed from Sentinel-1 InSAR time-series, Yamal peninsula</article-title-html>
<abstract-html><p>Widespread thawing of permafrost in the northern Eurasian
continent causes severe problems for infrastructure and global climate. We
test the potential of Sentinel-1 SAR imagery to enhance detection of
permafrost surface changes in the Siberian lowlands of the northern Eurasian
continent at the Yamal peninsula site. We used InSAR time-series technique
to detect seasonal surface movements related to permafrost active layer
changes. The satellite InSAR time-series analysis has detected continuous
movements, subsidence in three zones, which have occurred during the time
period from 2017 to 2018. Observed subsidence zones show up to 180&thinsp;mm&thinsp;yr<sup>−1</sup>
rates of seasonal active layers changes. These seasonal ground displacement
patterns align well with lithology and linked to anthropogenic impact on the
permafrost surface changes in the area. The results show that Sentinel-1
mission is of great importance for the longer-term monitoring of active
layer thickening in permafrost regions. The combined analyses of the
obtained InSAR time series with additional field observations may support
regular process monitoring as part of a global warming risk assessment.</p></abstract-html>
<ref-html id="bib1.bib1"><label>1</label><mixed-citation>
Astakhov, V.: Pleistocene ice limits in the Russian northern lowlands, Quat.
Glaciat. Chronol. Part, 1, 309–319, 2004.
</mixed-citation></ref-html>
<ref-html id="bib1.bib2"><label>2</label><mixed-citation>
Astakhov, V.: Ice margins of northern Russia revisited, in: Developments in
Quaternary Sciences, edited by:  Ehlers, J., Gibbard, P. L., and  Hughes, P. D., Vol. 15, 323–336, Elsevier, 2011.
</mixed-citation></ref-html>
<ref-html id="bib1.bib3"><label>3</label><mixed-citation>
Chen, F., Lin, H., Zhou, W., Hong, T., and Wang, G.: Surface deformation
detected by ALOS PALSAR small baseline SAR interferometry over permafrost
environment of Beiluhe section, Tibet Plateau, China, Remote Sens. Environ.,
138, 10–18, 2013.
</mixed-citation></ref-html>
<ref-html id="bib1.bib4"><label>4</label><mixed-citation>
Chuvilin, E. M., Yakushev, V. S., and Perlova, E. V: Gas and possible gas
hydrates in the permafrost of Bovanenkovo gas field, Yamal Peninsula, West
Siberia, Polarforschung, 68, 215–219, 2000.
</mixed-citation></ref-html>
<ref-html id="bib1.bib5"><label>5</label><mixed-citation>
Colesanti, C., Ferretti, A., Locatelli, R., Novali, F., and Savio, G.:
Permanent scatterers: precision assessment and multi-platform analysis, in:
IGARSS 2003, 2003 IEEE Int. Geosci. Remote Sens.
Symp., Proceedings (IEEE Cat. No. 03CH37477),   2,  1193–1195, 2003.
</mixed-citation></ref-html>
<ref-html id="bib1.bib6"><label>6</label><mixed-citation>
French, H. M: The periglacial enviroment, 4th Edition, John Wiley &amp; Sons, 544, 2017.
</mixed-citation></ref-html>
<ref-html id="bib1.bib7"><label>7</label><mixed-citation>
Hjort, J., Karjalainen, O., Aalto, J., Westermann, S., Romanovsky, V. E.,
Nelson, F. E., Etzelmüller, B., and Luoto, M.: Degrading permafrost puts
Arctic infrastructure at risk by mid-century, Nat. Commun., 9, 5147,
2018.
</mixed-citation></ref-html>
<ref-html id="bib1.bib8"><label>8</label><mixed-citation>
Kizyakov, A., Zimin, M., Sonyushkin, A., Dvornikov, Y., Khomutov, A., and
Leibman, M.: Comparison of Gas Emission Crater Geomorphodynamics on Yamal
and Gydan Peninsulas (Russia), Based on Repeat Very-High-Resolution
Stereopairs, Remote Sens., 9, 1023, 2017.
</mixed-citation></ref-html>
<ref-html id="bib1.bib9"><label>9</label><mixed-citation>
Leibman, M. O., Kizyakov, A. I., Plekhanov, A. V., and Streletskaya, I. D.:
New permafrost feature–dep crater in Central Yamal (West Siberia, Rusia) as
a response to local climate fluctuations, Geogr. Environ. Sustain., 7,
68–79, 2014.
</mixed-citation></ref-html>
<ref-html id="bib1.bib10"><label>10</label><mixed-citation>
Liu, J., Kang, S., Gong, T., and Lu, A.: Growth of a high-elevation large inland lake, associated with climate change and permafrost degradation in Tibet, Hydrol. Earth Syst. Sci., 14, 481–489, <a href="https://doi.org/10.5194/hess-14-481-2010" target="_blank">https://doi.org/10.5194/hess-14-481-2010</a>, 2010.
</mixed-citation></ref-html>
<ref-html id="bib1.bib11"><label>11</label><mixed-citation>
Liu, L., Schaefer, K. M., Chen, A. C., Gusmeroli, A., Zebker, H. A., and
Zhang, T.: Remote sensing measurements of thermokarst subsidence using
InSAR, J. Geophys. Res.-Earth Surf., 120, 1935–1948, 2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib12"><label>12</label><mixed-citation>
Liu, X., Guo, Y., Hu, H., Sun, C., Zhao, X., and Wei, C.: Dynamics and
controls of CO<sub>2</sub> and CH<sub>4</sub> emissions in the wetland of a montane permafrost
region, northeast China, Atmos. Environ., 122, 454–462, 2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib13"><label>13</label><mixed-citation>
Nauta, A. L., Heijmans, M. M. P. D., Blok, D., Limpens, J., Elberling, B.,
Gallagher, A., Li, B., Petrov, R. E., Maximov, T. C., and Van Huissteden, J.:
Permafrost collapse after shrub removal shifts tundra ecosystem to a methane
source, Nat. Clim. Chang., 5, 67–70, 2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib14"><label>14</label><mixed-citation>
Olenchenko, V. V., Sinitsky, A. I., Antonov, E. Y., Eltsov, I. N.,
Kushnarenko, O. N., Plotnikov, A. E., Potapov, V. V., and Epov, M. I.: Results
of geophysical surveys of the area of “Yamal crater”, the new geological
structure, Kriosf. Zemli, 19, 84–95, 2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib15"><label>15</label><mixed-citation>
Raynolds, M. K., Walker, D. A., Ambrosius, K. J., Brown, J., Everett, K. R.,
Kanevskiy, M., Kofinas, G. P., Romanovsky, V. E., Shur, Y., and Webber, P.
J.: Cumulative geoecological effects of 62 years of infrastructure and
climate change in ice-rich permafrost landscapes, Prudhoe Bay Oilfield,
Alaska, Global Change Biol., 20, 1211–1224, 2014.
</mixed-citation></ref-html>
<ref-html id="bib1.bib16"><label>16</label><mixed-citation>
Schuur, E. A. G., McGuire, A. D., Schädel, C., Grosse, G., Harden, J.
W., Hayes, D. J., Hugelius, G., Koven, C. D., Kuhry, P., and Lawrence, D. M.:
Climate change and the permafrost carbon feedback, Nature, 520,  171–179,
2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib17"><label>17</label><mixed-citation>
Short, N., LeBlanc, A.-M., Sladen, W., Oldenborger, G., Mathon-Dufour, V.,
and Brisco, B.: RADARSAT-2 D-InSAR for ground displacement in permafrost
terrain, validation from Iqaluit Airport, Baffin Island, Canada, Remote
Sens. Environ., 141, 40–51, 2014.

</mixed-citation></ref-html>
<ref-html id="bib1.bib18"><label>18</label><mixed-citation>
van Thienen-Visser, K., Pruiksma, J. P., and Breunese, J. N.: Compaction and
subsidence of the Groningen gas field in the Netherlands, Proc. Int. Assoc.
Hydrol. Sci., 372, 367–373, 2015.
</mixed-citation></ref-html>
<ref-html id="bib1.bib19"><label>19</label><mixed-citation>
Ulmishek, G. F.: Petroleum geology and resources of the West Siberian Basin,
Russia, US Department of the Interior, US Geological Survey Reston,
Virginia, 2003.
</mixed-citation></ref-html>
<ref-html id="bib1.bib20"><label>20</label><mixed-citation>
Volkova, V. S.: Geologic stages of the paleogene and neogene evolution of
the Arctic shelf in the Ob'region (West Siberia), Russ. Geol. Geophys.,
55, 483–494, 2014.
</mixed-citation></ref-html>--></article>
