The Changing Cryosphere: Pan-Arctic Snow Trends (1979–2009)

AbstractArctic snow presence, absence, properties, and water amount are key components of Earth’s changing climate system that incur far-reaching physical and biological ramifications. Recent dataset and modeling developments permit relatively high-resolution (10-km horizontal grid; 3-h time step) pan-Arctic snow estimates for 1979–2009. Using MicroMet and SnowModel in conjunction with land cover, topography, and 30 years of the NASA Modern-Era Retrospective Analysis for Research and Applications (MERRA) atmospheric reanalysis data, a distributed snow-related dataset was created including air temperature, snow precipitation, snow-season timing and length, maximum snow water equivalent (SWE) depth, average snow density, snow sublimation, and rain-on-snow events. Regional variability is a dominant feature of the modeled snow-property trends. Both positive and negative regional trends are distributed throughout the pan-Arctic domain, featuring, for example, spatially distinct areas of increasing and decreasi...

[1]  Matthew Sturm,et al.  Winter Precipitation Patterns in Arctic Alaska Determined from a Blowing-Snow Model and Snow-Depth Observations , 2002 .

[2]  M. Holland,et al.  Arctic sea ice decline: Faster than forecast , 2007 .

[3]  R. Barry,et al.  The Arctic Climate System: List of Abbreviations , 2005 .

[4]  Jennifer C. Adam,et al.  Implications of global climate change for snowmelt hydrology in the twenty‐first century , 2009 .

[5]  J. Janowiak,et al.  The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) , 2003 .

[6]  Thomas R. Karl,et al.  State of the ground : Climatology and changes during the past 69 years over northern eurasia for a rarely used measure of snow cover and frozen land , 2006 .

[7]  Kelly Elder,et al.  A Distributed Snow-Evolution Modeling System (SnowModel) , 2004 .

[8]  John E. Walsh,et al.  Integrated regional changes in arctic climate feedbacks: Implications for the global climate system , 2006 .

[9]  G. Liston,et al.  The Influence of Air Temperature Inversions on Snowmelt and Glacier Mass Balance Simulations, Ammassalik Island, Southeast Greenland , 2010 .

[10]  Philip W. Mote,et al.  The Response of Northern Hemisphere Snow Cover to a Changing Climate , 2008 .

[11]  David A. Robinson,et al.  Improved simulations of snow extent in the second phase of the Atmospheric Model Intercomparison Project (AMIP-2) , 2003 .

[12]  D. Bromwich,et al.  Development and Testing of Polar WRF. Part III: Arctic Land* , 2011 .

[13]  A. Slater,et al.  A multimodel simulation of pan-Arctic hydrology , 2007 .

[14]  David A. Robinson,et al.  Northern Hemisphere snow extent: regional variability 1972–1994 , 1999 .

[15]  Jennifer C. Adam,et al.  Adjustment of global gridded precipitation for systematic bias , 2003 .

[16]  B. Hasholt,et al.  Snow-Distribution Modelling in the Ammassalik Region, South East Greenland , 2003 .

[17]  Chris Derksen,et al.  Snow cover variability across central Canada (1978–2002) derived from satellite passive microwave data , 2007 .

[18]  John E. Walsh,et al.  Simulations of Arctic Temperature and Pressure by Global Coupled Models , 2007 .

[19]  D. Lawrence,et al.  The contribution of snow condition trends to future ground climate , 2010 .

[20]  J. Walsh,et al.  Global Climate Model Performance over Alaska and Greenland , 2008 .

[21]  Vladimir E. Romanovsky,et al.  Permafrost thermal state in the polar Northern Hemisphere during the international polar year 2007–2009: a synthesis , 2010 .

[22]  J. Kohler,et al.  A long-term Arctic snow depth record from Abisko, northern Sweden, 1913–2004 , 2006 .

[23]  Chris Derksen,et al.  Assessment of spring snow cover duration variability over northern Canada from satellite datasets , 2007 .

[24]  Roger A. Pielke,et al.  Modelled changes in arctic tundra snow, energy and moisture fluxes due to increased shrubs , 2002 .

[25]  Christopher A. Hiemstra,et al.  A Simple Data Assimilation System for Complex Snow Distributions (SnowAssim) , 2008 .

[26]  Peter Toose,et al.  Development of a tundra-specific snow water equivalent retrieval algorithm for satellite passive microwave data , 2010 .

[27]  Glen E. Liston,et al.  Local Advection of Momentum, Heat, and Moisture during the Melt of Patchy Snow Covers , 1995 .

[28]  Bent Hasholt,et al.  Snow Distribution and Melt Modeling for Mittivakkat Glacier, Ammassalik Island, Southeast Greenland , 2006 .

[29]  S. Kobayashi,et al.  The JRA-25 Reanalysis , 2007 .

[30]  D. Tarboton,et al.  Testing a blowing snow model against distributed snow measurements at Upper Sheep Creek, Idaho, United States of America , 2001 .

[31]  Willem A. Landman,et al.  Climate change 2007 : the physical science basis, S. Solomon, D. Qin, M. Manning, M. Marquis, K. Averyt, M.M.B. Tignor, H. LeRoy Miller, Jr. and Z. Chen (Eds.) : book review , 2010 .

[32]  Michael G. Bosilovich,et al.  Global Energy and Water Budgets in MERRA , 2011 .

[33]  Jon Holmgren,et al.  A Seasonal Snow Cover Classification System for Local to Global Applications. , 1995 .

[34]  J. Cassano,et al.  Synoptically forced hydroclimatology of major Arctic watersheds in general circulation models; Part 2: Eurasian watersheds , 2009 .

[35]  Ross D. Brown,et al.  Comment on “Evaluation of surface albedo and snow cover in AR4 coupled models” by A. Roesch , 2007 .

[36]  R. Harris,et al.  Snow effect on North American ground temperatures, 1950-2002 , 2005 .

[37]  Martyn P. Clark,et al.  Monitoring Precipitation over the Arctic Terrestrial Drainage System: Data Requirements, Shortcomings, and Applications of Atmospheric Reanalysis* , 2003 .

[38]  J. Christensen,et al.  Greenland Ice Sheet surface mass‐balance modelling and freshwater flux for 2007, and in a 1995–2007 perspective , 2009 .

[39]  Ying-Hwa Kuo,et al.  Arctic System Reanalysis: Call for Community Involvement , 2010 .

[40]  Christopher A. Hiemstra,et al.  Simulating complex snow distributions in windy environments using SnowTran-3D , 2007, Journal of Glaciology.

[41]  F. Chapin,et al.  Projected changes in atmospheric heating due to changes in fire disturbance and the snow season in the western Arctic, 2003-2100 , 2009 .

[42]  Matthew Sturm,et al.  A snow-transport model for complex terrain , 1998 .

[43]  Tingjun Zhang Influence of the seasonal snow cover on the ground thermal regime: An overview , 2005 .

[44]  Christopher A. Hiemstra,et al.  Observing, modelling, and validating snow redistribution by wind in a Wyoming upper treeline landscape , 2006 .

[45]  B. Kochtubajda,et al.  An assessment of present and future climate in the Mackenzie Delta and the near‐shore Beaufort Sea region of Canada , 2009 .

[46]  Roger G. Barry,et al.  The Arctic Climate System by Mark C. Serreze , 2005 .

[47]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[48]  Dennis P. Lettenmaier,et al.  Parameterization of Blowing-Snow Sublimation in a Macroscale Hydrology Model , 2004 .

[49]  Daqing Yang,et al.  Streamflow response to seasonal snow cover extent changes in large Siberian watersheds , 2003 .

[50]  John F. B. Mitchell,et al.  THE WCRP CMIP3 Multimodel Dataset: A New Era in Climate Change Research , 2007 .

[51]  G. Liston,et al.  Snow-Ground Interface Temperatures in the Kuparuk River Basin, Arctic Alaska: Measurements and Model , 2002 .

[52]  Matthew Sturm,et al.  The snow cover on lakes of the Arctic Coastal Plain of Alaska, U.S.A. , 2003, Journal of Glaciology.

[53]  M. Bosilovich,et al.  The Moisture Budget of the Polar Atmosphere in MERRA , 2011 .

[54]  Robert S. Stone,et al.  Earlier spring snowmelt in northern Alaska as an indicator of climate change , 2002 .

[55]  A. Barrett,et al.  Northern High-Latitude Precipitation as Depicted by Atmospheric Reanalyses and Satellite Retrievals , 2005 .

[56]  G. Stenchikov,et al.  Changes of Snow Cover, Temperature, and Radiative Heat Balance over the Northern Hemisphere , 1994 .

[57]  Below-surface ice melt on the coastal Antarctic ice sheet , 1999 .

[58]  Mary Jo Brodzik,et al.  Validation of passive microwave snow algorithms , 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).

[59]  Martha Shulski,et al.  The climate of Alaska , 2020 .

[60]  B. Brasnett,et al.  A Global Analysis of Snow Depth for Numerical Weather Prediction , 1999 .

[61]  Kelly Elder,et al.  Mesocell Study Area Snow Distributions for the Cold Land Processes Experiment (CLPX) , 2008 .

[62]  D. Verbyla The greening and browning of Alaska based on 1982-2003 satellite data , 2008 .

[63]  S. Schubert,et al.  MERRA: NASA’s Modern-Era Retrospective Analysis for Research and Applications , 2011 .

[64]  J. Francis,et al.  The Arctic Amplification Debate , 2006 .

[65]  Scott J. Goetz,et al.  Trends in Satellite-Observed Circumpolar Photosynthetic Activity from 1982 to 2003: The Influence of Seasonality, Cover Type, and Vegetation Density , 2006 .

[66]  A. Sterl,et al.  The ERA‐40 re‐analysis , 2005 .

[67]  A. Slater,et al.  The Alaskan Arctic Frontal Zone: Forcing by Orography, Coastal Contrast, and the Boreal Forest , 2001 .

[68]  A. McGuire,et al.  The Effects of Different Climate Input Datasets on Simulated Carbon Dynamics in the Western Arctic , 2007 .

[69]  David A. Robinson,et al.  Changing Northern Hemisphere Snow Seasons , 2010 .

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

[71]  J. Cassano,et al.  Synoptically forced hydroclimatology of major Arctic watersheds in general circulation models; Part 1: the Mackenzie River Basin , 2009 .

[72]  Jan-Gunnar Winther,et al.  Antarctic Surface and Subsurface Snow and Ice Melt Fluxes , 2005 .

[73]  G. Wendler,et al.  A Century of Climate Change for Fairbanks, Alaska , 2009 .

[74]  Cecilia M. Bitz,et al.  Soil Thermal and Ecological Impacts of Rain on Snow Events in the Circumpolar Arctic , 2009 .

[75]  G. Liston Representing Subgrid Snow Cover Heterogeneities in Regional and Global Models , 2004 .

[76]  Roger A. Pielke,et al.  Simulation of above treeline snowdrift formation using a numerical snow-transport model , 1999 .

[77]  Andrew Kliskey,et al.  The Arctic freshwater system: Changes and impacts , 2007 .

[78]  Uncertainty in Temperature and Precipitation Datasets over Terrestrial Regions of the Western Arctic , 2006 .

[79]  Jouni Räisänen,et al.  Warmer climate: less or more snow? , 2008 .

[80]  Hengchun Ye,et al.  Characteristics of Winter Precipitation Variation over Northern Central Eurasia and Their Connections to Sea Surface Temperatures over the Atlantic and Pacific Oceans , 2001 .

[81]  M. Kanamitsu,et al.  NCEP–DOE AMIP-II Reanalysis (R-2) , 2002 .

[82]  C. Tucker,et al.  Circumpolar Arctic Tundra Vegetation Change Is Linked to Sea Ice Decline , 2010 .

[83]  Uang,et al.  The NCEP Climate Forecast System Reanalysis , 2010 .

[84]  Michael G. Bosilovich,et al.  Evaluation of Global Precipitation in Reanalyses , 2008 .

[85]  Jon Holmgren,et al.  Snow-Shrub Interactions in Arctic Tundra: A Hypothesis with Climatic Implications , 2001 .

[86]  F. Chapin,et al.  Role of Land-Surface Changes in Arctic Summer Warming , 2005, Science.

[87]  G. Liston,et al.  Representing Grass- and Shrub-Snow-Atmosphere Interactions in Climate System Models , 2009 .

[88]  G. Liston,et al.  Greenland Ice Sheet Surface Mass-Balance Modeling in a 131-Yr Perspective, 1950–2080 , 2010 .

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

[90]  J. Welker,et al.  Winter Biological Processes Could Help Convert Arctic Tundra to Shrubland , 2005 .

[91]  M. Hulme,et al.  Precipitation measurements and trends in the twentieth century , 2001 .

[92]  L. Karlöf,et al.  Snow and blue-ice distribution patterns on the coastal Antarctic Ice Sheet , 2000, Antarctic Science.

[93]  P. Marsh,et al.  Modeling the Impact of Climate Change on Runoff and Annual Water Balance of an Arctic Headwater Basin , 2009 .

[94]  F. S. Chapin,et al.  Energy feedbacks of northern high‐latitude ecosystems to the climate system due to reduced snow cover during 20th century warming , 2007 .

[95]  Richard Fernandes,et al.  Daily snow cover estimation from Advanced Very High Resolution Radiometer Polar Pathfinder data over Northern Hemisphere land surfaces during 1982-2004 , 2009 .

[96]  C. Bitz,et al.  Rain on Snow: Little Understood Killer in the North , 2009 .

[97]  D. Robinson,et al.  Global Snow Cover Monitoring: An Update , 1993 .

[98]  Changes in Snow Cover and Snow Water Equivalent Due to Global Warming Simulated by a 20km-mesh Global Atmospheric Model , 2005 .

[99]  James P. McNamara,et al.  An analysis of streamflow hydrology in the Kuparuk river basin, Arctic Alaska : A nested watershed approach , 1998 .

[100]  Charles J Vörösmarty,et al.  Evaluation of trends in derived snowfall and rainfall across Eurasia and linkages with discharge to the Arctic Ocean , 2006 .

[101]  John Turner,et al.  Contrasting climate change in the two polar regions , 2009 .

[102]  J. Overland,et al.  An Arctic and antarctic perspective on recent climate change , 2007 .

[103]  D. Percival,et al.  Seasonal and Regional Variation of Pan-Arctic Surface Air Temperature over the Instrumental Record* , 2004 .

[104]  David M. Lawrence,et al.  The Seasonal Atmospheric Response to Projected Arctic Sea Ice Loss in the Late Twenty-First Century , 2010 .

[105]  Libo Wang,et al.  A multi‐data set analysis of variability and change in Arctic spring snow cover extent, 1967–2008 , 2010 .

[106]  Christopher A. Hiemstra,et al.  Snow Redistribution by Wind and Interactions with Vegetation at Upper Treeline in the Medicine Bow Mountains, Wyoming, U.S.A. , 2002 .

[107]  Ross D. Brown,et al.  Northern Hemisphere Snow Cover Variability and Change, 1915-97. , 2000 .

[108]  David Robinson,et al.  Gridded North American monthly snow depth and snow water equivalent for GCM evaluation , 2003 .

[109]  E. Isaksson,et al.  Measuring snow and glacier ice properties from satellite , 2001 .

[110]  Chris Derksen,et al.  Estimating Snow Water Equivalent Using Snow Depth Data and Climate Classes , 2010 .

[111]  Julienne C. Stroeve,et al.  The sea ice mass budget of the Arctic and its future change as simulated by coupled climate models , 2010 .

[112]  Douglas L. Kane,et al.  Bias corrections of long‐term (1973–2004) daily precipitation data over the northern regions , 2005 .

[113]  G. Henebry,et al.  A land surface phenology assessment of the northern polar regions using MODIS reflectance time series , 2010 .

[114]  Dudley F. Foster,et al.  Global Snow Depth Climatology , 1988 .

[115]  B. Hasholt,et al.  Climatic control on river discharge simulations, Zackenberg River drainage basin, northeast Greenland , 2008 .

[116]  F. Godtliebsen,et al.  Decrease of sea ice thickness at Hopen, Barents Sea, during 1966–2007 , 2007 .

[117]  Renate Hagedorn,et al.  Toward a new generation of world climate research and computing facilities , 2010 .

[118]  G. Roe,et al.  Rain‐on‐snow events impact soil temperatures and affect ungulate survival , 2003 .

[119]  Gregory J. McCabe,et al.  Long-term variability in Northern Hemisphere snow cover and associations with warmer winters , 2010 .

[120]  Andrew Kliskey,et al.  A Science Plan for Regional Arctic System Modeling, A report to the National Science Foundation from the International Arctic Science Community. , 2010 .

[121]  E. S. Melnikov,et al.  The Circumpolar Arctic vegetation map , 2005 .

[122]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[123]  B. Sæther,et al.  Fluctuations of an introduced population of Svalbard reindeer: the effects of density dependence and climatic variation , 2000 .

[124]  G. Liston,et al.  A meteorological distribution system for high-resolution terrestrial modeling (MicroMet) , 2004 .

[125]  I. Stirling,et al.  Ecological Dynamics Across the Arctic Associated with Recent Climate Change , 2009, Science.

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

[127]  M. Bosilovich,et al.  The Effect of Satellite Observing System Changes on MERRA Water and Energy Fluxes , 2011 .

[128]  F. Chapin,et al.  Evidence and Implications of Recent Climate Change in Northern Alaska and Other Arctic Regions , 2004 .

[129]  Michael G. Bosilovich,et al.  NASA’s modern era retrospective-analysis for research and applications: integrating Earth observations , 2008 .

[130]  Ricardo Todling,et al.  The GEOS-5 Data Assimilation System-Documentation of Versions 5.0.1, 5.1.0, and 5.2.0 , 2008 .

[131]  David A. Robinson,et al.  Recent secular variations in the extent of Northern Hemisphere snow cover , 1990 .

[132]  Roger G. Barry,et al.  The Arctic climate system , 2005 .

[133]  D. Dye Variability and trends in the annual snow‐cover cycle in Northern Hemisphere land areas, 1972–2000 , 2002 .