Impact of BOREAS on the ECMWF forecast model

This paper reviews the impact of the Boreal Ecosystem-Atmosphere Study (BOREAS) on the development of a new land-surface parameterization in the European Centre for Medium-Range Weather Forecasts (ECMWF) global forecast system and discusses briefly the improvements that resulted in the model climate at high latitudes. We show how a long time series at a representative site was used to validate the model parameterizations of observed physical processes on both diurnal and seasonal timescales. As a direct result of BOREAS, the representation of several surface processes was greatly improved over the boreal forest. The introduction of separate tiles for tall and short vegetation meant that the boreal forest could be represented with some realism. In winter the albedo with snow under the trees was greatly reduced, and the introduction of a prognostic snow model with its own energy balance under the canopy meant that evaporation of snow in winter and spring was similarly reduced. An improved separate handling of liquid and frozen soil water meant that evaporation of frozen soil water is shut off, and surface runoff occurs when snow melts on frozen ground. Trees in the model now have larger more realistic unstressed vegetative resistance, as well as a stress factor for vapor pressure deficit, in addition to one for low light levels; both of which reduce summer transpiration to the lower levels observed over the boreal forest. The model does not yet have a global soil distribution, which means that it does not represent the organic soils that are characteristic of the black spruce sites, which have a larger water storage.

[1]  Hydrological Budgets and Surface Energy Balance of Seven Subbasins of the Mackenzie River from the ECMWF Model , 2000 .

[2]  F. Chapin,et al.  Boreal forest and tundra ecosystems as components of the climate system , 1995 .

[3]  A. Betts,et al.  Near‐surface climate in the boreal forest , 2001 .

[4]  G. Thomas,et al.  The Boreal Forests and Climate , 1992 .

[5]  R. A. Ragotzkie,et al.  Climatological significance of albedo in central Canada , 1967 .

[6]  S. Wofsy,et al.  Physiological responses of a black spruce forest to weather , 1997 .

[7]  D. Verseghy,et al.  The Canadian land surface scheme (CLASS): Its history and future , 2000 .

[8]  David A. Robinson,et al.  Maximum Surface Albedo of Seasonally Snow-Covered Lands in the Northern Hemisphere. , 1985 .

[9]  A. Betts,et al.  Radiosonde boundary layer budgets above a boreal forest , 1997 .

[10]  A. Price,et al.  Variability of water fluxes through the black spruce (Picea mariana) canopy and feather moss (Pleurozium schreberi) carpet in the boreal forest of Northern Manitoba , 1997 .

[11]  S. Wofsy,et al.  Controls on Evaporation in a Boreal Spruce Forest. , 1999 .

[12]  Randal D. Koster,et al.  A comparative analysis of two land surface heterogeneity representations , 1992 .

[13]  A. Betts,et al.  Surface Energy and Water Balance for the Arkansas-Red River Basin from the ECMWF Reanalysis , 1998 .

[14]  Estimation of area‐averaged moisture flux , 1998 .

[15]  Alan K. Betts,et al.  Comparison between the land surface response of the ECMWF model and the FIFE‐1987 data , 1993 .

[16]  Alan G. Barr,et al.  Comparison of regional surface fluxes from boundary-layer budgets and aircraft measurements above boreal forest , 1997 .

[17]  David A. Robinson,et al.  Albedo of a Dissipating Snow Cover , 1984 .

[18]  Song-You Hong,et al.  Evaluation of land-surface interaction in ECMWF and NCEP/NCAR reanalysis models over grassland (FIFE) and boreal forest (BOREAS) , 1998 .

[19]  R. Desjardins,et al.  Comparison of the spatial and temporal distribution of fluxes of sensible heat, latent heat and CO2 from grid flights in BOREAS 1994 and 1996 , 1999 .

[20]  Pedro Viterbo,et al.  The land surface‐atmosphere interaction: A review based on observational and global modeling perspectives , 1996 .

[21]  Alan K. Betts,et al.  Albedo over the boreal forest , 1997 .

[22]  A. Betts,et al.  Basin‐scale surface water and energy budgets for the Mississippi from the ECMWF reanalysis , 1999 .

[23]  J. Otterman,et al.  Effects of Nontropical Forest Cover on Climate , 1984 .

[24]  Jean-François Mahfouf,et al.  Evaluation of the Optimum Interpolation and Nudging Techniques for Soil Moisture Analysis Using FIFE Data , 2000 .

[25]  Jean-François Mahfouf,et al.  The representation of soil moisture freezing and its impact on the stable boundary layer , 1999 .

[26]  Pedro Viterbo,et al.  An Improved Land Surface Parameterization Scheme in the ECMWF Model and Its Validation. , 1995 .

[27]  Darrel L. Williams,et al.  BOREAS in 1997: Experiment overview, scientific results, and future directions , 1997 .

[28]  S. R. Shewchuk Surface mesonet for BOREAS , 1997 .

[29]  D. Randall,et al.  A Revised Land Surface Parameterization (SiB2) for Atmospheric GCMS. Part I: Model Formulation , 1996 .

[30]  K. Jon Ranson,et al.  The Boreal Ecosystem-Atmosphere Study (BOREAS) : an overview and early results from the 1994 field year , 1995 .

[31]  Pedro Viterbo,et al.  Impact on ECMWF forecasts of changes to the albedo of the boreal forests in the presence of snow , 1999 .

[32]  Xubin Zeng,et al.  Global Vegetation Root Distribution for Land Modeling , 2001 .

[33]  Josef M. Oberhuber,et al.  Snow cover model for global climate simulations , 1993 .

[34]  Alan G. Barr,et al.  Intercomparison of BOREAS northern and southern study area surface fluxes in 1994 , 2001 .

[35]  D. Verseghy,et al.  CLASS-A Canadian Land Surface Scheme for GCMs , 1993 .

[36]  Analysis of flux maps versus surface characteristics from Twin Otter grid flights in BOREAS 1994 , 1997 .

[37]  Ann Henderson-Sellers,et al.  Biosphere-atmosphere Transfer Scheme (BATS) for the NCAR Community Climate Model , 1986 .

[38]  Elizabeth Pattey,et al.  Scaling up flux measurements for the boreal forest using aircraft‐tower combinations , 1997 .

[39]  Miller,et al.  The Anomalous Rainfall over the United States during July 1993: Sensitivity to Land Surface Parameterization and Soil Moisture Anomalies , 1996 .

[40]  G. Bonan,et al.  Effects of boreal forest vegetation on global climate , 1992, Nature.

[41]  Philip Marsh,et al.  Wetting front advance and freezing of meltwater within a snow cover: 1 , 1984 .