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Title: Evaluation of air–soil temperature relationships simulated by land surfacemodels during winter across the permafrost region

Journal Article · · The Cryosphere (Online)
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  1. Beijing Normal Univ. (China)
  2. Beijing Normal Univ. (China); Alfred Wegener Inst. Helmholtz Centre for Polar and Marine Research (AWI), Potsdam (Germany)
  3. French National Center for Scientific Research, Grenoble (France); Univ. Grenoble Alpes (France); Univ. of Versailles Saint-Quentin-en-Yvelines (France)
  4. National Center for Atmospheric Research, Boulder, CO (United States)
  5. Univ. of Alaska, Fairbanks, AK (United States)
  6. Met Office Hadley Centre, Exeter (United Kingdom)
  7. Univ. of Washington, Seattle, WA (United States)
  8. National Centre for Scientific Research (CNRS), Toulouse (France)
  9. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  10. Univ. of Victoria, BC (Canada)
  11. Japan Agency for Marine-Earth Science and Technology, Yokohama (Japan); Univ. of Alaska, Fairbanks, AK (United States)
  12. Lund Univ. (Sweden); ; Univ. of Copenhagen (Denmark)
  13. National Centre for Scientific Research (CNRS), Toulouse (France); L'Institute for Environment and Sustainablility (IES), Ispra (Italy)
  14. Arizona State Univ., Tempe, AZ (United States)
  15. Univ. of Versailles Saint-Quentin-en-Yvelines (France)
  16. French National Center for Scientific Research, Grenoble (France)
  17. Japan Agency for Marine-Earth Science and Technology, Yokohama (Japan)
  18. French National Center for Scientific Research, Grenoble (France); Univ. Grenoble Alpes (France)
  19. Lund Univ. (Sweden)
  20. National Inst. of Polar Research, Tachikawa (Japan)
  21. World Data Centre, Obninsk (Russian Federation)

A realistic simulation of snow cover and its thermal properties are important for accurate modelling of permafrost. We analyse simulated relationships between air and near-surface (20 cm) soil temperatures in the Northern Hemisphere permafrost region during winter, with a particular focus on snow insulation effects in nine land surface models, and compare them with observations from 268 Russian stations. There are large cross-model differences in the simulated differences between near-surface soil and air temperatures (ΔT; 3 to 14 °C), in the sensitivity of soil-to-air temperature (0.13 to 0.96 °C-1), and in the relationship between Δ$$T$$ and snow depth. The observed relationship between Δ$$T$$ and snow depth can be used as a metric to evaluate the effects of each model's representation of snow insulation, hence guide improvements to the model's conceptual structure and process parameterisations. Models with better performance apply multilayer snow schemes and consider complex snow processes. Some models show poor performance in representing snow insulation due to underestimation of snow depth and/or overestimation of snow conductivity. Generally, models identified as most acceptable with respect to snow insulation simulate reasonable areas of near-surface permafrost (13.19 to 15.77 million km2). However, there is not a simple relationship between the sophistication of the snow insulation in the acceptable models and the simulated area of Northern Hemisphere near-surface permafrost, because several other factors, such as soil depth used in the models, the treatment of soil organic matter content, hydrology and vegetation cover, also affect the simulated permafrost distribution.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1471019
Journal Information:
The Cryosphere (Online), Vol. 10, Issue 4; ISSN 1994-0424
Publisher:
European Geosciences UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 34 works
Citation information provided by
Web of Science

References (68)

Vulnerability of Permafrost Carbon to Climate Change: Implications for the Global Carbon Cycle journal September 2008
Statistical Analysis in Climate Research book January 1999
A new snow parameterization for the Météo-France climate model: Part I: validation in stand-alone experiments journal November 1995
The detailed snowpack scheme Crocus and its implementation in SURFEX v7.2 journal January 2012
The Common Land Model journal August 2003
A numerical model to simulate snow-cover stratigraphy for operational avalanche forecasting journal January 1992
Influence of snow on near-surface ground temperatures in upland and alluvial environments of the outer Mackenzie Delta, Northwest Territories 1 This article is one of a series of papers published in this CJES Special Issue on the theme of Fundamental and applied research on permafrost in Canada . journal August 2012
Evaluation of Community Climate System Model soil temperatures using observations from Russia journal December 2007
Amount and timing of permafrost carbon release in response to climate warming: AMOUNT AND TIMING OF PERMAFROST CARBON RELEASE journal February 2011
Climate and the limits of permafrost: a zonal analysis journal January 2002
Land surface insulation response to snow depth variability journal January 2010
Encyclopedia of Snow, Ice and Glaciers book January 2011
Terrestrial vegetation and water balance—hydrological evaluation of a dynamic global vegetation model journal January 2004
Improved modeling of permafrost dynamics in a GCM land-surface scheme: MODELING PERMAFROST DYNAMICS IN ALASKA BY CLM3 journal April 2007
The effect of snow: How to better model ground surface temperatures journal June 2014
Influence of the seasonal snow cover on the ground thermal regime: An overview journal January 2005
A statistical approach to represent small-scale variability of permafrost temperatures due to snow cover journal January 2014
Wind-blown flux rates derived from drifts at arctic snow fences journal January 2013
Occurrence of blowing snow events at an alpine site over a 10-year period: Observations and modelling journal May 2013
An Intercomparison of Three Snow Schemes of Varying Complexity Coupled to the Same Land Surface Model: Local-Scale Evaluation at an Alpine Site journal August 2001
Influence of a complex land surface scheme on Arctic climate simulations journal January 2006
8.15 Permafrost: Formation and Distribution, Thermal and Mechanical Properties book January 2013
The Representation of Snow in Land Surface Schemes: Results from PILPS 2(d) journal February 2001
The role of terrestrial snow cover in the climate system journal February 2007
Remote Sensing, Model-Derived and Ground Measurements of Snow Water Equivalent and Snow Density in Alaska journal January 2012
On the formation of high-latitude soil carbon stocks: Effects of cryoturbation and insulation by organic matter in a land surface model journal January 2009
Impacts of snow and organic soils parameterization on northern Eurasian soil temperature profiles simulated by the ISBA land surface model journal January 2016
SNOWMIP2: An Evaluation of Forest Snow Process Simulations journal August 2009
How the insulating properties of snow affect soil carbon distribution in the continental pan-Arctic area: SNOW INSULATION OF SOIL CARBON STOCKS journal June 2012
Diagnosing Present and Future Permafrost from Climate Models journal August 2013
The thermoinsulation effect of snow cover within a climate model journal December 2007
Evaluation of an improved intermediate complexity snow scheme in the ORCHIDEE land surface model: ORCHIDEE SNOW MODEL EVALUATION journal June 2013
The role of land surface dynamics in glacial inception: a study with the UVic Earth System Model journal December 2003
Past and recent changes in air and permafrost temperatures in eastern Siberia journal April 2007
Estimating northern hemisphere snow water equivalent for climate research through assimilation of space-borne radiometer data and ground-based measurements journal December 2011
Comparison of weather station snowfall with winter snow accumulation in high arctic basins journal September 1983
Effect of snow cover on pan-Arctic permafrost thermal regimes journal October 2014
Integrating peatlands and permafrost into a dynamic global vegetation model: 2. Evaluation and sensitivity of vegetation and carbon cycle processes: PEATLANDS AND PERMAFROST IN LPJ, 2 journal August 2009
A new fractional snow-covered area parameterization for the Community Land Model and its effect on the surface energy balance: CLM SNOW COVER FRACTION journal November 2012
Influence of the Depth Hoar Layer of the Seasonal Snow Cover on the Ground Thermal Regime journal July 1996
Assessment of model estimates of land-atmosphere CO 2 exchange across Northern Eurasia journal January 2015
Modeling snow accumulation and ablation processes in forested environments: VIC SNOW MODEL journal May 2009
The Joint UK Land Environment Simulator (JULES), model description – Part 1: Energy and water fluxes journal January 2011
Snow density climatology across the former USSR journal January 2014
An Improved Snow Scheme for the ECMWF Land Surface Model: Description and Offline Validation journal August 2010
Analysis of Permafrost Thermal Dynamics and Response to Climate Change in the CMIP5 Earth System Models journal March 2013
Satellite-based modeling of permafrost temperatures in a tundra lowland landscape journal August 2013
Sensitivities and uncertainties of modeled ground temperatures in mountain environments journal January 2013
A comparison of 1701 snow models using observations from an alpine site journal May 2013
An observation-based assessment of the influences of air temperature and snow depth on soil temperature in Russia journal May 2014
Complexity of Snow Schemes in a Climate Model and Its Impact on Surface Energy and Hydrology journal April 2012
Description and basic evaluation of Beijing Normal University Earth System Model (BNU-ESM) version 1 journal January 2014
The contribution of snow condition trends to future ground climate journal February 2009
Simulation of Northern Eurasian Local Snow Depth, Mass, and Density Using a Detailed Snowpack Model and Meteorological Reanalyses journal February 2013
Modified snow algorithms in the Canadian land surface scheme: Model runs and sensitivity analysis at three boreal forest stands journal September 2006
Variability in the sensitivity among model simulations of permafrost and carbon dynamics in the permafrost region between 1960 and 2009: MODELING PERMAFROST CARBON DYNAMICS journal July 2016
A moving-point approach to model shallow ice sheets: a study case with radially symmetrical ice sheets journal January 2016
A regional climate model hindcast for Siberia: analysis of snow water equivalent journal January 2013
Intraseasonal variation in the thermoinsulation effect of snow cover on soil temperatures and energy balance: THERMOINSULATION OF SOIL BY SNOW COVER journal May 2002
Simulation of permafrost and seasonal thaw depth in the JULES land surface scheme journal January 2011
A numerical model to simulate snow-cover stratigraphy for operational avalanche forecasting journal January 1992
A new snow parameterization for the Météo-France climate model: Part II: validation in a 3-D GCM experiment journal November 1995
Sensitivities and uncertainties of modeled ground temperatures in mountain environments journal February 2013
Simulation of permafrost and seasonal thaw depth in the JULES land surface scheme journal April 2011
Snow density climatology across the former USSR journal July 2013
Sensitivities and uncertainties of modeled ground temperatures in mountain environments text January 2013
Amount and timing of permafrost carbon release in response to climate warming journal April 2011
The Joint UK Land Environment Simulator (JULES), Model description – Part 1: Energy and water fluxes journal January 2011

Cited By (10)

Uncertainties in coupled regional Arctic climate simulations associated with the used land surface model: Atmosphere and Permafrost in HIRHAM5-CLM4 journal August 2017
Changes in the Response of the Northern Hemisphere Carbon Uptake to Temperature Over the Last Three Decades journal May 2018
Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change journal March 2018
Impacts of snow on soil temperature observed across the circumpolar north journal April 2018
An ecological barrier between the Himalayas and the Hengduan Mountains maintains the disjunct distribution of Roscoea journal October 2019
ORCHIDEE-MICT (v8.4.1), a land surface model for the high latitudes: model description and validation journal January 2018
Effects of short-term variability of meteorological variables on soil temperature in permafrost regions journal January 2018
Permafrost variability over the Northern Hemisphere based on the MERRA-2 reanalysis journal January 2019
Soil moisture and hydrology projections of the permafrost region – a model intercomparison journal January 2020
Effects of short-term variability of meteorological variables on soil temperature in permafrost regions text January 2018

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