The Importance of Natural Variability in Lake Areas on the Detection of Permafrost Degradation: A Case Study in the Yukon Flats, Alaska

Long-term lake area change has previously been measured to detect the temporal rate and spatial extent of permafrost degradation. However, the natural intra- and interannual variability of lake areas has not been considered explicitly and quantitatively, which can substantially interfere with the detection of long-term lake area change associated with permafrost degradation. In order to better understand the natural background variability of lake areas, we used Landsat 7 images obtained on 11 dates from 1999 to 2002 to quantify the intra- and interannual lake area variability for a 4224 km 2 study area within the Yukon Flats, Alaska. Total lake areas ranged from 179 km 2 (22 August 1999) to 326 km 2 (6 June 2000). Even within a single year (year 2000), the total lake area decreased by 42 per cent from 6 June to 16 August, well exceeding the previously reported trends for long-term decrease (14% and 18%) for the Yukon Flats. Both intra- and interannual area variability in August and September were smaller than in June and July, suggesting that images from later in summer are more reliable for detecting long-term change in lake area. Variability of no-closure lakes was twice that of closed-basin lakes. Intra-annual area changes in closed-basin lakes can be explained by the intra-annual water balance, defined as cumulative precipitation minus evaporation between two consecutivedateswithinthesameyear.Foragivenperiod,thetotallakeareawascorrelatedmorestronglywiththewater balance since the preceding October than with the water balance in the preceding 12 months. Spatial heterogeneity in the intra-annual area change of individual lakes was observed, which might be caused by different topographical, geological and permafrost characteristics around and beneath the lakes. Copyright © 2013 John Wiley & Sons, Ltd.

[1]  David L. Verbyla,et al.  Shrinking ponds in subarctic Alaska based on 1950–2002 remotely sensed images , 2006 .

[2]  Kenji Yoshikawa,et al.  Shrinking thermokarst ponds and groundwater dynamics in discontinuous permafrost near council, Alaska , 2003 .

[3]  Clifford I. Voss,et al.  Airborne electromagnetic imaging of discontinuous permafrost , 2012 .

[4]  Vladimir E. Romanovsky,et al.  Evidence for warming and thawing of discontinuous permafrost in Alaska , 1999 .

[5]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[6]  R. Striegl,et al.  Increased groundwater to stream discharge from permafrost thawing in the Yukon River basin: Potential impacts on lateral export of carbon and nitrogen , 2007 .

[7]  M. Torre Jorgenson,et al.  Permafrost Degradation and Ecological Changes Associated with a WarmingClimate in Central Alaska , 2001 .

[8]  Guido Grosse,et al.  The use of CORONA images in remote sensing of periglacial geomorphology: an illustration from the NE Siberian coast , 2005 .

[9]  Clifford I. Voss,et al.  Linkages between lake shrinkage/expansion and sublacustrine permafrost distribution determined from remote sensing of interior Alaska, USA , 2013 .

[10]  Clifford I. Voss,et al.  Sensitivity analysis of lake mass balance in discontinuous permafrost: the example of disappearing Twelvemile Lake, Yukon Flats, Alaska (USA) , 2013, Hydrogeology Journal.

[11]  B. Bedford,et al.  The Hydrology of Alaskan Wetlands, U.S.A.: A Review , 1987 .

[12]  W. Brutsaert,et al.  Implications of a Type of Empirical Evaporation Formula for Lakes and Pans , 1970 .

[13]  John E. Walsh,et al.  Polar regions (Arctic and Antarctic) , 2001 .

[14]  J. Lovvorn,et al.  Long-term change in limnology and invertebrates in Alaskan boreal wetlands , 2009, Hydrobiologia.

[15]  Bo H. Svensson,et al.  Thawing sub‐arctic permafrost: Effects on vegetation and methane emissions , 2004 .

[16]  Clifford I. Voss,et al.  Impacts of climate, lake size, and supra- and sub-permafrost groundwater flow on lake-talik evolution, Yukon Flats, Alaska (USA) , 2013, Hydrogeology Journal.

[17]  B. Wylie,et al.  Establishing water body areal extent trends in interior Alaska from multi-temporal Landsat data , 2012 .

[18]  A. Carr Hydrologic comparisons and model simulations of subarctic watersheds containing continuous and discontinuous permafrost, Seward Peninsula, Alaska , 2003 .

[19]  Douglas L. Kane,et al.  The role of surface storage in a low‐gradient Arctic watershed , 2003 .

[20]  Clifford I. Voss,et al.  Influence of permafrost distribution on groundwater flow in the context of climate‐driven permafrost thaw: Example from Yukon Flats Basin, Alaska, United States , 2012 .

[21]  Guido Grosse,et al.  Hydrogeomorphic processes of thermokarst lakes with grounded‐ice and floating‐ice regimes on the Arctic coastal plain, Alaska , 2011 .

[22]  Yuri Shur,et al.  Observations of Thermokarst and Its Impact on Boreal Forests in Alaska, U.S.A. , 2000 .

[23]  V. Rampton,et al.  Quaternary geology of the Tuktoyaktuk Coastlands, Northwest Territories , 1988 .

[24]  Guido Grosse,et al.  Modern thermokarst lake dynamics in the continuous permafrost zone, northern Seward Peninsula, Alaska , 2011 .

[25]  D. Derksen,et al.  Demographic characteristics of molting black brant near Teshekpuk Lake, Alaska , 1996 .

[26]  K. Mills,et al.  Effects of Water Withdrawal From Ice‐Covered Lakes on Oxygen, Temperature, and Fish 1 , 2008 .

[27]  Claude R. Duguay,et al.  Contemporary (1951–2001) Evolution of Lakes in the Old Crow Basin, Northern Yukon, Canada: Remote Sensing, Numerical Modeling, and Stable Isotope Analysis , 2008 .

[28]  Dennis P. Lettenmaier,et al.  Modeling the Effects of Lakes and Wetlands on the Water Balance of Arctic Environments , 2010 .

[29]  W. L. Boyd Limnology of Selected Arctic Lakes in Relation to Water Supply Problems , 1959 .

[30]  Lawrence J. Plug,et al.  Tundra lake changes from 1978 to 2001 on the Tuktoyaktuk Peninsula, western Canadian Arctic , 2008 .

[31]  Steven P. Brumby,et al.  Temporal and spatial pattern of thermokarst lake area changes at Yukon Flats, Alaska , 2014 .

[32]  Alexandra Veremeeva,et al.  Modern tundra landscapes of the Kolyma Lowland and their evolution in the Holocene , 2009 .

[33]  M. Torre Jorgenson,et al.  Evolution of lakes and basins in northern Alaska and discussion of the thaw lake cycle , 2007 .

[34]  G. Kling,et al.  The flux of CO2 and CH4 from lakes and rivers in arctic Alaska , 1992 .

[35]  David L. Verbyla,et al.  Mechanisms influencing changes in lake area in Alaskan boreal forest , 2011 .

[36]  R. Payne,et al.  Albedo of the Sea Surface , 1972 .

[37]  Benjamin M. Jones,et al.  Arctic Lake Physical Processes and Regimes with Implications for Winter Water Availability and Management in the National Petroleum Reserve Alaska , 2009, Environmental management.

[38]  Neal R. Harvey,et al.  Genie Pro: robust image classification using shape, texture, and spectral information , 2005 .

[39]  J. Finch,et al.  Application of a simple finite difference model for estimating evaporation from open water , 2002 .

[40]  Johanna Mård Karlsson,et al.  Thermokarst lake, hydrological flow and water balance indicators of permafrost change in Western Siberia , 2012 .

[41]  Philip Marsh,et al.  Lake abundance, potential water storage, and habitat distribution in the Mackenzie River Delta, western Canadian Arctic , 2007 .

[42]  Sharon L. Smith,et al.  Characteristics of Discontinuous Permafrost based on Ground Temperature Measurements and Electrical Resistivity Tomography, Southern Yukon, Canada , 2011 .

[43]  P. Sibley,et al.  A Review of Water Level Fluctuations on Aquatic Biota With an Emphasis on Fishes in Ice‐Covered Lakes 1 , 2008 .

[44]  Victor F. Bense,et al.  Evolution of shallow groundwater flow systems in areas of degrading permafrost , 2009 .

[45]  Matthew Sturm,et al.  The role of winter sublimation in the Arctic moisture budget , 2004 .

[46]  Melanie Mitchell,et al.  Investigation of image feature extraction by a genetic algorithm , 1999, Optics + Photonics.

[47]  P. Martikainen,et al.  Release of CO2 and CH4 from small wetland lakes in western Siberia , 2007 .

[48]  Neal R. Harvey,et al.  Comparison of GENIE and conventional supervised classifiers for multispectral image feature extraction , 2002, IEEE Trans. Geosci. Remote. Sens..

[49]  L. Hinzman,et al.  Hydrology of a Tundra Wetland Complex on the Alaskan Arctic Coastal Plain, U.S.A. , 1996 .

[50]  C. Burn,et al.  Tundra lakes and permafrost, Richards Island, western Arctic coast, Canada , 2002 .

[51]  Kenneth M. Hinkel,et al.  Satellite remote sensing classification of thaw lakes and drained thaw lake basins on the North Slope of Alaska , 2005 .

[52]  Marco Caccianiga,et al.  Accelerated thawing of subarctic peatland permafrost over the last 50 years , 2004 .

[53]  L. D. Hinzman,et al.  Disappearing Arctic Lakes , 2005, Science.

[54]  W. Dietrich,et al.  Formation and maintenance of single‐thread tie channels entering floodplain lakes: Observations from three diverse river systems , 2009 .

[55]  W. James Shuttleworth,et al.  Terrestrial Hydrometeorology: Shuttleworth/Terrestrial Hydrometeorology , 2012 .