Ice characteristics and processes, and remote sensing of frozen rivers and lakes

This chapter is a broad overview of ice characteristics and processes on northern rivers and lakes in the time between initial ice formation in autumn and final melt-out in spring. Using primarily synthetic aperture radar (SAR: ERS-1, ERS-2, JERS-1, RADARSAT-1) images supplemented by aerial photographs, passive microwave and Landsat images, and examples from the literature, the aim is to illustrate the potential for remote sensing to contribute to a better knowledge and understanding of river ice and lake ice in the context of their role in northern hydrology and their value as sensitive indicators of northern environmental variability and change. The following seasonal ice characteristics and processes are described: (1) autumn freeze-up; (2) growth, thickening, and grounding; (3) fracturing and motion, including the effect on Mentasta Lake, Alaska, of the magnitude 7.9 earthquake of 3 November 2002; (4) aufeis; and (5) spring break-up. They are followed by a description of perennial ice characteristics, processes, and recent (1997-2002) change on lakes and epishelf lakes in northernmost Ellesmere Island, Nunavut, Canada. The merits of different current and future remote sensing instruments are briefly discussed. We conclude that, as the constellation of increasingly sophisticated spaceborne instruments grows, multisensor remote sensing of frozen rivers and lakes has the potential to contribute more to the study of the role of bodies of water in northern hydrology and of the effects of environmental variability and change on the ice and hydrological system.

[1]  J. Hallett,et al.  Nucleation and Growth of Bubbles at an Ice–Water Interface , 1974 .

[2]  R. Kwok,et al.  C-band polarimetric backscatter observations of Great Lakes ice , 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

[3]  R. Kwok,et al.  Algorithm development for satellite Synthetic Aperture Radar (SAR) classification and mapping of Great Lakes ice cover , 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

[4]  C. Knight Studies of Arctic Lake Ice , 1962 .

[5]  Patrick Van Hove,et al.  Bio-optical characteristics of the snow, ice, and water column of a perennially ice-covered lake in the High Arctic , 2001 .

[6]  D. Kelley Convection in ice-covered lakes: effects on algal suspension , 1997 .

[7]  G. Ashton 5 – FRESHWATER ICE GROWTH, MOTION, AND DECAY , 1980 .

[8]  Philip Marsh,et al.  EFFECTS OF CLIMATE CHANGE ON THE FRESHWATERS OF ARCTIC AND SUBARCTIC NORTH AMERICA , 1997 .

[9]  J. Culp,et al.  Ecological effects of river ice break-up: a review and perspective , 1994 .

[10]  G. Leshkevich Machine classification of freshwater ice types from landsat—I digital data using ice albedos as training sets , 1985 .

[11]  L Shusun Aufeis in the Ivishak River, Alaska, mapped from satellite radar interferometry , 1997 .

[12]  Jack C. Mellor,et al.  Bathymetry of Alaskan arctic lakes: a key to resource inventory with remote-sensing methods , 1982 .

[13]  J. Keys,et al.  Density Stratified Lakes in Northern Ellesmere Island , 1970, Nature.

[14]  M. Jeffries,et al.  Isotope geochemistry of stratified Lake "A," Ellesmere Island, N.W.T., Canada , 1984 .

[15]  Laurence C. Smith,et al.  Spatial and temporal patterns in Arctic river ice breakup observed with MODIS and AVHRR time series , 2004 .

[16]  C. McKay,et al.  Climate forcing and thermal feedback of residual lake-ice covers in the high Arctic , 1996 .

[17]  T. Prowse Environmental significance of ice to streamflow in cold regions , 1994 .

[18]  Martin O. Jeffries,et al.  A Method To Determine Lake Depth and Water Availability on the North Slope of Alaska with Spaceborne Imaging Radar and Numerical Ice Growth Modelling , 1996 .

[19]  K. Stewart,et al.  Influence of lake morphometry on ice dates , 1990 .

[20]  Charles Elachi,et al.  Differences in radar return from ice-covered North Slope Lakes , 1978 .

[21]  S. Beltaos Onset of river ice breakup , 1997 .

[22]  Dorothy K. Hall,et al.  An energy-balance model of lake-ice evolution , 1995 .

[23]  H. Regier,et al.  An Assessment of the Effects of Climate Warming on Great Lakes Basin Fishes , 1987 .

[24]  Spyros Beltaos,et al.  Fracture and breakup of river ice cover , 1990 .

[25]  G. P. Williams,et al.  CORRELATING FREEZE-UP AND BREAK-UP WITH WEATHER CONDITIONS , 1965 .

[26]  Laurence C. Smith,et al.  Emerging Applications of Interferometric Synthetic Aperture Radar (InSAR) in Geomorphology and Hydrology , 2002 .

[27]  Dorothy K. Hall,et al.  Freshwater Ice Thickness Observations Using Passive Microwave Sensors , 1981, IEEE Transactions on Geoscience and Remote Sensing.

[28]  D. Schindler,et al.  Effects of Climatic Warming on Lakes of the Central Boreal Forest , 1990, Science.

[29]  M. Jeffries Arctic ice shelves and ice islands: Origin, growth and disintegration, physical characteristics, structural-stratigraphic variability, and dynamics , 1992 .

[30]  C. T. Swift,et al.  Microwave radar and radiometric remote sensing measurements of lake ice , 1980 .

[31]  Terry D. Prowse,et al.  Thermal budget of river ice covers during breakup , 1989 .

[32]  Ron Kwok,et al.  Determination of the age distribution of sea ice from lagrangian observations of ice motion , 1995 .

[33]  Fawwaz T. Ulaby,et al.  The active and passive microwave response to snow parameters: 1. Wetness , 1980 .

[34]  Terry D. Prowse,et al.  RIVER-ICE ECOLOGY. II: BIOLOGICAL ASPECTS , 2001 .

[35]  T. Huttula,et al.  THE EFFECTS OF CLIMATIC CHANGE ON LAKE ICE AND WATER TEMPERATURE , 1992 .

[36]  R. L. Barns,et al.  Size and perfection of crystals in lake ice , 1985 .

[37]  H. Stefan,et al.  Simulated climate change effects on dissolved oxygen characteristics in ice-covered lakes , 1997 .

[38]  M. Jeffries,et al.  Modeling interdecadal variations of lake-ice thickness and sensitivity to climatic change in northernmost Alaska , 2000, Annals of Glaciology.

[39]  Tom Hirose,et al.  Estimation of Large-Scale Sea-Ice Motion from SSM/I 85.5 GHz Imagery , 1997 .

[40]  M. Jeffries,et al.  Ice-shelf collapse, climate change, and habitat loss in the Canadian high Arctic , 2001, Polar Record.

[41]  Frank Weber,et al.  Semi-automated classification of river ice types on the Peace River using RADARSAT-1 synthetic aperture radar (SAR) imagery , 2003 .

[42]  R. Leconte,et al.  Lake and River Ice Investigations in Northern Manitoba Using Airborne SAR Imagery , 1991 .

[43]  Claude R. Duguay,et al.  Determining depth and ice thickness of shallow sub-Arctic lakes using space-borne optical and SAR data , 2003 .

[44]  Claude R. Duguay,et al.  RADARSAT backscatter characteristics of ice growing on shallow sub‐Arctic lakes, Churchill, Manitoba, Canada , 2002 .

[45]  W. F. Weeks,et al.  Ground-truth observations of ice-covered North Slope lakes imaged by radar , 1981 .

[46]  D. Muir,et al.  Geochemistry of ice-covered, meromictic Lake A in the Canadian High Arctic , 2002 .

[47]  G. Likens,et al.  Vertical water motions in a small ice‐covered lake , 1965 .

[48]  H. Stefan,et al.  Simulated climate change effects on ice and snow covers on lakes in a temperate region , 1997 .

[49]  S. Vavrus,et al.  Measuring the sensitivity of southern Wisconsin lake ice to climate variations and lake depth using a numerical model , 1996 .

[50]  P. Van Hove,et al.  Farthest north lake and fjord populations of calanoid copepods Limnocalanus macrurus and Drepanopus bungei in the Canadian high Arctic , 2001, Polar Biology.

[51]  J. Magnuson,et al.  Potential Effects of Global Climate Warming on the Growth and Prey Consumption of Great Lakes Fish , 1990 .

[52]  M. Leonard Bryan,et al.  The study of fresh-water lake ice using multiplexed imaging radar , 1975 .

[53]  W. F. Weeks,et al.  Ice processes and growth history on Arctic and sub-Arctic lakes using ERS-1 SAR data , 1995, Polar Record.

[54]  M. Jeffries,et al.  Break‐up of the largest Arctic ice shelf and associated loss of an epishelf lake , 2003 .

[55]  C. Duguay,et al.  Ice‐cover variability on shallow lakes at high latitudes: model simulations and observations , 2003 .

[56]  W. P. Adams,et al.  The role of ice and snow in lake heat budgets , 1978 .

[57]  M. C. Brewer The thermal regime of an Arctic lake , 1958 .

[58]  M. Jeffries,et al.  Bathymetric Mapping of Shallow Water in Thaw Lakes on the North Slope of Alaska with Spaceborne Imaging Radar , 2000 .

[59]  Paul V. Sellmann,et al.  The Classification and Geomorphic Implications of Thaw Lakes on the Arctic Coastal Plain, Alaska , 1975 .

[60]  J. Keys Water Regime of Disraeli Fiord, Ellesmere Island, , 1978 .

[61]  Terry D. Prowse,et al.  Heat and mass balance of an ablating ice jam , 1990 .

[62]  A. Gow Orientation textures in ice sheets of quietly frozen lakes , 1986 .

[63]  R. Assel Implications of CO2 global warming on great lakes ice cover , 1991 .

[64]  K. Morris,et al.  Mapping the bathymetry of shallow tundra lakes using INSAR techniques , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

[65]  M. Mccormick Potential Changes in Thermal Structure and Cycle of Lake Michigan Due to Global Warming , 1990 .

[66]  R. Protz,et al.  Seasonal Changes in Subarctic Wetlands and River Ice Breakup Detectable on RADARSAT Images, Southern Hudson Bay Lowland, Ontario, Canada , 2001 .

[67]  Randolph H. Wynne,et al.  Global patterns of lake ice phenology and climate' Model simulations and observations , 1998 .

[68]  Tingjun Zhang,et al.  Estimating late-winter heat flow to the atmosphere from the lake-dominated Alaskan North Slope , 1999 .

[69]  G. Williams,et al.  Predicting the Date of Lake Ice Breakup , 1971 .

[70]  T. Prowse River-ice ecology. I : Hydrologic, geomorphic, and water-quality aspects , 2001 .

[71]  A. Gow,et al.  Growth history of lake ice in relation to its stratigraphic, crystalline and mechanical structure , 1977 .

[72]  T. J. Pultz,et al.  Analysis of multi-temporal ERS-1 SAR data of subarctic tundra and forest in the Northern Hudson Bay Lowland and implications for climate studies , 1999 .

[73]  W. F. Weeks,et al.  Interesting Features Of Radar Imagery Of Ice-Covered North Slope Lakes , 1977 .

[74]  Hiroyuki Wakabayashi,et al.  C-band Backscatter Variation and Modelling for Lake Ice in Northern Alaska , 1994 .

[75]  Thomas M. Lillesand,et al.  Satellite monitoring of lake ice breakup on the Laurentian shield (1980-1994) , 1998 .

[76]  D. Robertson,et al.  Changes in winter air temperatures near Lake Michigan, 1851‐1993, as determined from regional lake‐ice records , 1995 .

[77]  N. Roulet,et al.  Illustration of the Roles of Snow in the Evolution of the Winter Cover of a Lake , 1980 .

[78]  J. Morison,et al.  Recent Environmental Changes in the Arctic: A Review , 2000 .

[79]  Dorothy K. Hall,et al.  Analysis of ERS 1 synthetic aperture radar data of frozen lakes in northern Montana and implications for climate studies , 1994 .

[80]  Arkady Terzhevik,et al.  Temperature and salt content regimes in three shallow ice-covered lakes 1. Temperature, salt content, and density structure , 1997 .

[81]  D. Wiesnet SATELLITE STUDIES OF FRESH-WATER ICE MOVEMENT ON LAKE ERIE , 1979 .

[82]  S. J. Bolsenga Total albedo of Great Lakes ice , 1969 .

[83]  Roger G. Barry,et al.  Freeze-up and Break-up of Lakes as an Index of Temperature Changes during the Transition Seasons: A Case Study for Finland , 1986 .

[84]  H. Moore,et al.  The Use of Satellite Imagery for Monitoring Ice Break-up along the Mackenzie River, N.W.T. , 1977 .

[85]  J. Magnuson,et al.  Historical trends in lake and river ice cover in the northern hemisphere , 2000, Science.

[86]  J. A. Jones The Growth and Significance of White Ice at Knob Lake, Quebec , 1969 .

[87]  Hiroyuki Wakabayashi,et al.  Structural and stratigraphie features and ERS 1 synthetic aperture radar backscatter characteristics of ice growing on shallow lakes in NW Alaska, winter 1991–1992 , 1994 .

[88]  J. Magnuson,et al.  Lake ice records used to detect historical and future climatic changes , 1992 .

[89]  Ming-ko Woo,et al.  Decay of a High Arctic lake-ice cover: observations and modelling , 1985, Journal of Glaciology.

[90]  L. W. Gatto Monitoring river ice with landsat images , 1990 .

[91]  R. O. Ramseier,et al.  Classification of river and lake ice , 1971 .

[92]  W. Oechel,et al.  Observational Evidence of Recent Change in the Northern High-Latitude Environment , 2000 .

[93]  J. Brigham‐Grette,et al.  Analysis of lake ice dynamics and morphology on Lake El'gygytgyn, NE Siberia, using synthetic aperture radar (SAR) and Landsat , 2002 .

[94]  S. J. Bolsenga Preliminary observations on the daily variation of ice albedo , 1977 .

[95]  T. M. Lillesand,et al.  Determinants of temporal coherence in the satellite‐derived 1987–1994 ice breakup dates of lakes on the Laurentian Shield , 1996 .

[96]  Claude R. Duguay,et al.  Simulation of ice phenology on Great Slave Lake, Northwest Territories, Canada , 2002 .

[97]  Martin O. Jeffries,et al.  Methane efflux from high‐latitude lakes during spring ice melt , 1998 .

[98]  Thomas M. Lillesand,et al.  Satellite observation of lake ice as a climate indicator - Initial results from statewide monitoring in Wisconsin , 1993 .

[99]  P. Matthews,et al.  Solar heating and its influence on mixing in ice‐covered lakes , 1987 .

[100]  M. Jeffries Physical, chemical and isotopic investigations of Ward Hunt Ice Shelf and Milne Ice Shelf, Ellesmere Island, NWT , 1985 .