permafrost;
remote sensing;
land cover;
ponds;
retrogressive thaw slumps;
infrastructure;
Arctic Russia;
THAW SLUMP ACTIVITY;
SHRUB EXPANSION;
CLIMATE-CHANGE;
CENTRAL YAKUTIA;
CENTRAL SIBERIA;
RANDOM FOREST;
TUNDRA;
SATELLITE;
ECOSYSTEMS;
EROSION;
D O I:
10.3390/rs12233999
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Our study highlights the usefulness of very high resolution (VHR) images to detect various types of disturbances over permafrost areas using three example regions in different permafrost zones. The study focuses on detecting subtle changes in land cover classes, thermokarst water bodies, river dynamics, retrogressive thaw slumps (RTS) and infrastructure in the Yamal Peninsula, Urengoy and Pechora regions. Very high-resolution optical imagery (sub-meter) derived from WorldView, QuickBird and GeoEye in conjunction with declassified Corona images were involved in the analyses. The comparison of very high-resolution images acquired in 2003/2004 and 2016/2017 indicates a pronounced increase in the extent of tundra and a slight increase of land covered by water. The number of water bodies increased in all three regions, especially in discontinuous permafrost, where 14.86% of new lakes and ponds were initiated between 2003 and 2017. The analysis of the evolution of two river channels in Yamal and Urengoy indicates the dominance of erosion during the last two decades. An increase of both rivers' lengths and a significant widening of the river channels were also observed. The number and total surface of RTS in the Yamal Peninsula strongly increased between 2004 and 2016. A mean annual headwall retreat rate of 1.86 m/year was calculated. Extensive networks of infrastructure occurred in the Yamal Peninsula in the last two decades, stimulating the initiation of new thermokarst features. The significant warming and seasonal variations of the hydrologic cycle, in particular, increased snow water equivalent acted in favor of deepening of the active layer; thus, an increasing number of thermokarst lake formations.
机构:
Abisko Sci Res Stn, S-98107 Abisko, SwedenUmea Univ, EMG, S-90187 Umea, Sweden
Jonasson, Christer
;
Callaghan, Terry V.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Swedish Acad Sci, S-10405 Stockholm, Sweden
Univ Sheffield, Dept Anim & Plant Sci, Western Bank, Sheffield S10 2TN, S Yorkshire, EnglandUmea Univ, EMG, S-90187 Umea, Sweden
机构:
No Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Univ Florida, Dept Biol, Gainesville, FL 32611 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schuur, E. A. G.
;
McGuire, A. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Fairbanks, US Geol Survey, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
McGuire, A. D.
;
Schaedel, C.
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Univ Florida, Dept Biol, Gainesville, FL 32611 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schaedel, C.
;
Grosse, G.
论文数: 0引用数: 0
h-index: 0
机构:
Alfred Wegener Inst Helmholtz Ctr Polar & Marine, D-14473 Potsdam, GermanyNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Grosse, G.
;
Harden, J. W.
论文数: 0引用数: 0
h-index: 0
机构:
US Geol Survey, Menlo Pk, CA 94025 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Harden, J. W.
;
Hayes, D. J.
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Climate Change Sci Inst, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Div Environm Sci, Oak Ridge, TN 37831 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Hayes, D. J.
;
Hugelius, G.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys Geog, S-10691 Stockholm, SwedenNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Hugelius, G.
;
Koven, C. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Div Earth Sci, Berkeley, CA 94720 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Koven, C. D.
;
Kuhry, P.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys Geog, S-10691 Stockholm, SwedenNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Kuhry, P.
;
Lawrence, D. M.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80305 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Lawrence, D. M.
;
Natali, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
Woods Hole Res Ctr, Falmouth, MA 02540 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Natali, S. M.
;
Olefeldt, D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, Canada
Univ Alberta, Dept Renewable Resources, Edmonton, AB T6G 2H1, CanadaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Olefeldt, D.
;
Romanovsky, V. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Fairbanks, Inst Geophys, Fairbanks, AK 99775 USA
Tyumen State Oil & Gas Univ, Tyumen 625000, Tyumen Oblast, RussiaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Romanovsky, V. E.
;
Schaefer, K.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Snow & Ice Data Ctr, Boulder, CO 80309 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schaefer, K.
;
Turetsky, M. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, CanadaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Turetsky, M. R.
;
Treat, C. C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New Hampshire, Inst Study Earth Oceans & Space, Earth Syst Res Ctr, Durham, NH 03824 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Treat, C. C.
;
Vonk, J. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utrecht, Dept Earth Sci, NL-3584 CD Utrecht, NetherlandsNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
机构:
Abisko Sci Res Stn, S-98107 Abisko, SwedenUmea Univ, EMG, S-90187 Umea, Sweden
Jonasson, Christer
;
Callaghan, Terry V.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Swedish Acad Sci, S-10405 Stockholm, Sweden
Univ Sheffield, Dept Anim & Plant Sci, Western Bank, Sheffield S10 2TN, S Yorkshire, EnglandUmea Univ, EMG, S-90187 Umea, Sweden
机构:
No Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Univ Florida, Dept Biol, Gainesville, FL 32611 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schuur, E. A. G.
;
McGuire, A. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Fairbanks, US Geol Survey, Alaska Cooperat Fish & Wildlife Res Unit, Fairbanks, AK 99775 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
McGuire, A. D.
;
Schaedel, C.
论文数: 0引用数: 0
h-index: 0
机构:
No Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
No Arizona Univ, Dept Biol Sci, Flagstaff, AZ 86011 USA
Univ Florida, Dept Biol, Gainesville, FL 32611 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schaedel, C.
;
Grosse, G.
论文数: 0引用数: 0
h-index: 0
机构:
Alfred Wegener Inst Helmholtz Ctr Polar & Marine, D-14473 Potsdam, GermanyNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Grosse, G.
;
Harden, J. W.
论文数: 0引用数: 0
h-index: 0
机构:
US Geol Survey, Menlo Pk, CA 94025 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Harden, J. W.
;
Hayes, D. J.
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Climate Change Sci Inst, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Div Environm Sci, Oak Ridge, TN 37831 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Hayes, D. J.
;
Hugelius, G.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys Geog, S-10691 Stockholm, SwedenNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Hugelius, G.
;
Koven, C. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Div Earth Sci, Berkeley, CA 94720 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Koven, C. D.
;
Kuhry, P.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys Geog, S-10691 Stockholm, SwedenNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Kuhry, P.
;
Lawrence, D. M.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80305 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Lawrence, D. M.
;
Natali, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
Woods Hole Res Ctr, Falmouth, MA 02540 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Natali, S. M.
;
Olefeldt, D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, Canada
Univ Alberta, Dept Renewable Resources, Edmonton, AB T6G 2H1, CanadaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Olefeldt, D.
;
Romanovsky, V. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Fairbanks, Inst Geophys, Fairbanks, AK 99775 USA
Tyumen State Oil & Gas Univ, Tyumen 625000, Tyumen Oblast, RussiaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Romanovsky, V. E.
;
Schaefer, K.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Snow & Ice Data Ctr, Boulder, CO 80309 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Schaefer, K.
;
Turetsky, M. R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, CanadaNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Turetsky, M. R.
;
Treat, C. C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New Hampshire, Inst Study Earth Oceans & Space, Earth Syst Res Ctr, Durham, NH 03824 USANo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA
Treat, C. C.
;
Vonk, J. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utrecht, Dept Earth Sci, NL-3584 CD Utrecht, NetherlandsNo Arizona Univ, Ctr Ecosyst Sci & Soc, Flagstaff, AZ 86011 USA