Description and validation of the atmosphere–land–surface interaction scheme (ALSIS) with HAPEX and Cabauw data

Abstract A new land surface parameterization scheme (ALSIS), with emphasis on soil moisture prediction, is described and validated with observations from HAPEX-MOBILHY and Cabauw. An important feature of the scheme is the inclusion of vertical heterogeneity of soil hydraulic parameters is modelling unsaturated flow. The simulated soil moisture for HAPEX site using a vertically homogeneous soil has a positive bias in the upper soil layers and a negative bias in the deep soil layers. Taking into account the soil vertical heterogeneity greatly eliminates this discrepancy and results in an excellent agreement between annual cycles of modelled and observed soil moisture profiles. The mean annual soil moisture in the top 1.6 m of soil increased from 394 mm for homogeneous case to 433 mm for the heterogeneous case, consistent with 435 mm observed. The improvement in soil moisture simulation resulted in an improved skill in predicting the mean and the diurnal cycles of surface fluxes for the intensive observational period (28 May–3 July). The simulated monthly averages of surface temperature and fluxes follow observations over the year, except for January when the model overestimates the latent heat flux due to its failure in simulating high rates of dew fall. The deviation of modelled monthly mean surface fluxes from observations are well within the estimated observational errors. The simulated mean daily surface temperature, and surface fluxes are generally consistent with observations, except for some times in the winter period. The modelled diurnal cycles of temperature and fluxes are in agreement with those observed. However, the model overestimates the night-time latent heat flux, especially during January.

[1]  K. E. Saxton,et al.  Infiltration rate of slot mulches: measurement and numerical simulation , 1984 .

[2]  P. Krummel,et al.  A soil-canopy scheme for use in a numerical model of the atmosphere: 1D stand-alone model , 1991 .

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

[4]  P. Kalisz,et al.  Root Density, Abundance, and Distribution in the Mixed Mesophytic Forest of Eastern Kentucky1 , 1987 .

[5]  R. J. Purser,et al.  High-Order Numerics in an Unstaggered Three-Dimensional Time-Split Semi-Lagrangian Forecast Model , 1991 .

[6]  Alan K. Betts,et al.  Estimation of effective roughness length for heat and momentum from FIFE data , 1993 .

[7]  Roger A. Pielke,et al.  A parameterization of heterogeneous land surfaces for atmospheric numerical models and its impact on regional meteorology , 1989 .

[8]  S. Planton,et al.  A Simple Parameterization of Land Surface Processes for Meteorological Models , 1989 .

[9]  Ann Henderson-Sellers,et al.  The Project for Intercomparison of Land Surface Parameterization Schemes (PILPS): Phases 2 and 3 , 1995 .

[10]  A. Monin Theory of Climate , 1990 .

[11]  Piers J. Sellers,et al.  A Simplified Biosphere Model for Global Climate Studies , 1991 .

[12]  J. Garratt The Atmospheric Boundary Layer , 1992 .

[13]  R. H. Brooks,et al.  Properties of Porous Media Affecting Fluid Flow , 1966 .

[14]  Y. Xue,et al.  Analysis of transpiration results from the RICE and PILPS Workshop , 1996 .

[15]  J. Goutorbe A Critical Assessment of the Samer Network Accuracy , 1991 .

[16]  Syukuro Manabe,et al.  Low-Frequency Variability of Surface Air Temperature in a 1000-Year Integration of a Coupled Atmosphere-Ocean-Land Surface Model , 1996 .

[17]  E. Blyth,et al.  The Effect of Forest on Mesoscale Rainfall: An Example from HAPEX-MOBILHY , 1994 .

[18]  G. Hornberger,et al.  Empirical equations for some soil hydraulic properties , 1978 .

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

[20]  R. Dickinson,et al.  Biosphere-Atmosphere Transfer Scheme (BATS) version le as coupled to the NCAR community climate model. Technical note. [NCAR (National Center for Atmospheric Research)] , 1993 .

[21]  Michael R. Raupach,et al.  Simplified expressions for vegetation roughness length and zero-plane displacement as functions of canopy height and area index , 1994 .

[22]  R. Pielke,et al.  Estimating the Soil Surface Specific Humidity , 1992 .

[23]  Philip Broadbridge,et al.  Constant rate rainfall infiltration: A versatile nonlinear model, I. Analytic solution , 1988 .

[24]  J. Shukla,et al.  Influence of Land-Surface Evapotranspiration on the Earth's Climate , 1982, Science.

[25]  J. Deardorff Efficient prediction of ground surface temperature and moisture, with inclusion of a layer of vegetation , 1978 .

[26]  Y. Mualem A New Model for Predicting the Hydraulic Conductivity , 1976 .

[27]  C. Rosenzweig,et al.  Improved Ground Hydrology Calculations for Global Climate Models (GCMs): Soil Water Movement and Evapotranspiration , 1988 .

[28]  W. L. Powers,et al.  Advanced soil physics , 1972 .

[29]  E. R. Page,et al.  An empirical mathematical model to describe plant root systems , 1974 .

[30]  S. Manabe CLIMATE AND THE OCEAN CIRCULATION1 , 1969 .

[31]  Atlas of Australian resources , 1962 .

[32]  J. Goutorbe,et al.  HAPEX-MOBILHY Data Base , 1991 .

[33]  D. Lettenmaier,et al.  A simple hydrologically based model of land surface water and energy fluxes for general circulation models , 1994 .

[34]  P. Jarvis The Interpretation of the Variations in Leaf Water Potential and Stomatal Conductance Found in Canopies in the Field , 1976 .

[35]  R. Dickinson,et al.  The Project for Intercomparison of Land Surface Parameterization Schemes (PILPS): Phases 2 and 3 , 1993 .

[36]  Ann Henderson-Sellers,et al.  Biosphere-atmosphere transfer scheme(BATS) version 1e as coupled to the NCAR community climate model , 1993 .

[37]  W. Gates AMIP: The Atmospheric Model Intercomparison Project. , 1992 .

[38]  D. L. Brakensiek,et al.  Estimating Soil Water Retention from Soil Properties , 1982 .

[39]  L. Leslie,et al.  Soil moisture prediction over the Australian continent , 1997 .

[40]  R. Dickinson Land Surface Processes and Climate—Surface Albedos and Energy Balance , 1983 .

[41]  R. Carsel,et al.  Developing joint probability distributions of soil water retention characteristics , 1988 .

[42]  Syukuro Manabe,et al.  THE ATMOSPHERIC CIRCULATION AND THE HYDROLOGY OF THE EARTH ’ S SURFACE , 1969 .

[43]  J. Kondo,et al.  A Parameterization of Evaporation from Bare Soil Surfaces. , 1990 .

[44]  Syukuro Manabe,et al.  The Influence of Soil Wetness on Near-Surface Atmospheric Variability , 1989 .

[45]  A. Henderson‐sellers,et al.  Validation of soil moisture simulation in landsurface parameterisation schemes with HAPEX data , 1996 .

[46]  Ann Henderson-Sellers,et al.  Modelling tropical deforestation: A study of GCM land-surface parametrizations , 1988 .

[47]  Y. Xue,et al.  Use of midlatitude soil moisture and meteorological observations to validate soil moisture simulations with biosphere and bucket models , 1995 .

[48]  Thomas J. Schmugge,et al.  Land Surface Evaporation , 1991 .

[49]  Anton Beljaars,et al.  Cabauw Data for the Validation of Land Surface Parameterization Schemes , 1997 .

[50]  Randel Haverkamp,et al.  A Comparison of Numerical Simulation Models For One-Dimensional Infiltration1 , 1977 .

[51]  Wilfried Brutsaert,et al.  Daily evaporation over a region from lower boundary layer profiles measured with radiosondes , 1991 .

[52]  Zong-Liang Yang,et al.  Modeling vadose zone liquid water fluxes: Infiltration, runoff, drainage, interflow , 1996 .

[53]  L. A. Richards Capillary conduction of liquids through porous mediums , 1931 .

[54]  D. Lettenmaier,et al.  Surface soil moisture parameterization of the VIC-2L model: Evaluation and modification , 1996 .

[55]  J. Mahfouf,et al.  Comparative Study of Various Formulations of Evaporations from Bare Soil Using In Situ Data , 1991 .

[56]  Keith L. Bristow,et al.  Simulating Water Movement in Layered and Gradational Soils Using the Kirchhoff Transform , 1990 .

[57]  A. Perrier,et al.  HAPEX—MOBLIHY: A Hydrologic Atmospheric Experiment for the Study of Water Budget and Evaporation Flux at the Climatic Scale , 1986 .

[58]  Van Genuchten,et al.  A closed-form equation for predicting the hydraulic conductivity of unsaturated soils , 1980 .

[59]  Gaylon S. Campbell,et al.  Soil physics with BASIC , 1985 .

[60]  P. J. Ross,et al.  Efficient numerical methods for infiltration using Richards' equation , 1990 .

[61]  A. Dalcher,et al.  A Simple Biosphere Model (SIB) for Use within General Circulation Models , 1986 .

[62]  Syukuro Manabe,et al.  The Effect of Soil Moisture on the Short-Term Climate and Hydrology Change—A Numerical Experiment , 1984 .

[63]  R. Koster,et al.  Modeling the land surface boundary in climate models as a composite of independent vegetation stands , 1992 .

[64]  Michael McAleer,et al.  Proceedings of the International Congress on Modelling and Simulation , 1995 .

[65]  C. Paulson The Mathematical Representation of Wind Speed and Temperature Profiles in the Unstable Atmospheric Surface Layer , 1970 .