Retrieving the Root-Zone Soil Moisture from Surface Soil Moisture or Temperature Estimates: A Feasibility Study Based on Field Measurements

J-C. Calvet Météo-France/CNRM, Toulouse, France

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J. Noilhan Météo-France/CNRM, Toulouse, France

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P. Bessemoulin Météo-France/CNRM, Toulouse, France

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Abstract

The bulk soil water content must be estimated accurately for short- and medium-term meteorological modeling. A method is proposed to retrieve the total soil moisture content as well as the field capacity from observed surface parameters such as surface soil moisture or surface temperature. A continuous series of micrometeorological and soil water content measurements was obtained in southwestern France over a fallow site in 1995. In addition, the database includes measurements of the surface temperature and soil moisture profiles within the top 5-cm soil layer. The surface soil moisture measurements are available twice a day during two 30-day intensive observing periods in spring and autumn 1995. Once calibrated, the ISBA (Interactions between Soil, Biosphere, and Atmosphere) surface scheme is able to properly simulate the measured surface variables and the bulk soil moisture. Then an assimilation technique is applied to analyze the field capacity and the total soil water content from the surface data. In particular, it is shown that knowing the atmospheric forcing and the precipitation, four or five estimations of the surface soil moisture spread out over a 15-day period are enough to retrieve the total soil water content by inverting ISBA. The use of the surface temperature seems more problematic because its sensitivity to the value of the total water content is meaningful in relatively dry conditions only.

Corresponding author address: Dr. Jean-Christophe Calvet, Météo-France/CNRM/GMME/MC2, 42, avenue G. Coriolis, 31057 Toulouse Cedex 1, France.

calvet@meteo.fr

Abstract

The bulk soil water content must be estimated accurately for short- and medium-term meteorological modeling. A method is proposed to retrieve the total soil moisture content as well as the field capacity from observed surface parameters such as surface soil moisture or surface temperature. A continuous series of micrometeorological and soil water content measurements was obtained in southwestern France over a fallow site in 1995. In addition, the database includes measurements of the surface temperature and soil moisture profiles within the top 5-cm soil layer. The surface soil moisture measurements are available twice a day during two 30-day intensive observing periods in spring and autumn 1995. Once calibrated, the ISBA (Interactions between Soil, Biosphere, and Atmosphere) surface scheme is able to properly simulate the measured surface variables and the bulk soil moisture. Then an assimilation technique is applied to analyze the field capacity and the total soil water content from the surface data. In particular, it is shown that knowing the atmospheric forcing and the precipitation, four or five estimations of the surface soil moisture spread out over a 15-day period are enough to retrieve the total soil water content by inverting ISBA. The use of the surface temperature seems more problematic because its sensitivity to the value of the total water content is meaningful in relatively dry conditions only.

Corresponding author address: Dr. Jean-Christophe Calvet, Météo-France/CNRM/GMME/MC2, 42, avenue G. Coriolis, 31057 Toulouse Cedex 1, France.

calvet@meteo.fr

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  • André, J.-C., J.-P. Goutorbe, and A. Perrier, 1986: HAPEX–MOBILHY: A hydrologic atmospheric experiment for the study of water budget and evaporation flux at the climatic scale. Bull. Amer. Meteor. Soc.,67, 138–144.

  • Bégué, A., J.-L. Roujean, N. P. Hanan, S. D. Prince, M. Thawley, A. Huete, and D. Tanré, 1996: Shortwave radiation budget of Sahelian vegetation. 1. Techniques of measurement and results during HAPEX–Sahel. Agric. For. Meteor.,79, 79–96.

  • Bessemoulin, P., and Coauthors, 1996: MUREX: Un programme de suivi du cycle annuel des échanges de masse et d’énergie entre sol, végétation, et atmosphère. Premiers enseignements. Ateliers Expérimentation et Instrumentation, Météo-France/CNRM, 289–294.

  • Calvet, J.-C., A. Chanzy, and J.-P. Wigneron, 1996: Surface temperature and soil moisture retrieval in the Sahel from airborne multi-frequency microwave radiometry. IEEE Trans. Geosci. Remote Sens.,34, 588–600.

  • Chen, T. H., and Coauthors, 1997: Cabauw experimental results from the project for intercomparison of landsurface parameterization schemes (PILPS). J. Climate,10, 1194–1215.

  • Choisnel, E., 1998: Le cycle de l’eau dans le contexte français. La Météorologie, in press.

  • Deardorff, J. W., 1977: Parameterization of the ground-surface moisture content for use in atmospheric prediction models. J. Appl. Meteor.,16, 1182–1185.

  • ——, 1978: Efficient prediction of ground temperature and moisture with inclusion of a layer of vegetation. J. Geophys. Res.,83, 1889–1903.

  • Delire, C., J.-C. Calvet, J. Noilhan, I. Wright, A. O. Manzi, and C. Nobre, 1998: Physical properties of Amazonian soils—A modeling study using the ABRACOS data. J. Geophys. Res., in press.

  • Entekhabi, D., H. Nakamura, and E. Njoku, 1995: Retrieval of soil moisture profile by combined remote-sensing and modeling. Passive Microwave Remote Sensing of LandAtmosphere Interactions, B. J. Choudhury, Y. H. Kerr, E. G. Njoku, and P. Pampaloni, Eds., VPS, 485–498.

  • Goutorbe, J.-P., 1991: A critical assessment of the Samer network accuracy. Land Surface Evaporation. Measurement and Parameterization, T. J. Schmugge and J.-C. Andre, Eds., Springer-Verlag, 171–182.

  • Mahfouf, J.-F., 1991: Analysis of soil moisture from near-surface parameters: A feasibility study. J. Appl. Meteor.,30, 1534–1547.

  • ——, and J. Noilhan, 1996: Inclusion of gravitational drainage in a land surface scheme based on the force restore method. J. Appl. Meteor.,35, 987–992.

  • ——, A. O. Manzi, J. Noilhan, H. Giordani, and M. Déqué, 1995: The land surface scheme ISBA within the Météo-France climatemodel ARPEGE. Part I: Implementation and preliminary results. J. Climate,8, 2039–2057.

  • ——, and Coauthors, 1996: Analysis of transpiration results from the RICE and PILPS workshops. Global Planet. Change,13, 73–88.

  • McNider, R. T., A. J. Song, D. M. Casey, P. J. Wetzel, W. L. Crosson, and R. M. Rabin, 1994: Toward a dynamic-thermodynamic assimilation of satellite surface temperature in numerical atmospheric models. Mon. Wea. Rev.,122, 2784–2803.

  • Noilhan, J., and S. Planton, 1989: A simple parameterization of land surface processes for meteorological models. Mon. Wea. Rev.,117, 536–549.

  • ——, and P. Lacarrère, 1995: GCM gridscale evaporation from mesoscale modeling. J. Climate,8, 206–223.

  • ——, and J.-F. Mahfouf, 1996: The ISBA land surface parameterisation scheme. Global Planet. Change,13, 145–159.

  • ——, J.-F. Mahfouf, A. Manzi, and S. Planton, 1992: Validation of land-surface parameterizations: Developments and experiments at the French weather service. Proc. Validation of Models over Europe (2), Reading, United Kingdom, ECMWF, 125–158.

  • PV-WAVE, 1993: Unconstrained minimization: Univariate and multivariate functions. PV-WAVE Advantage Reference, Visual Numerics, 231–250.

  • Roujean, J.-L., 1996: A tractable physical model of shortwave radiation interception by vegetative canopies. J. Geophys. Res.,101(D5), 9523–9532.

  • Schmugge, T. J., 1983: Remote sensing of soil moisture: Recent advances. IEEE Trans. Geosci. Remote Sens.,GE-21(3), 334–336.

  • Staley, D. O., and G. M. Jurica, 1972: Effective atmospheric emissivity under clear skies. J. Appl. Meteor.,11, 349–356.

  • Taconet, O., R. Bernard, and D. Vidal-Madjar, 1986: Evapotranspiration over an agricultural region using a surface flux/temperature model based on NOAA-AVHRR data. J. Climate Appl. Meteor.,25, 284–307.

  • Troufleau, D., J. P. Lhomme, B. Monteny, and A. Vidal, 1997: Sensible heat flux and radiometric surface temperature over sparse Sahelian vegetation. I. An experimental analysis of the kB−1 parameter. J. Hydrol.,188–189, 815–838.

  • van den Hurk, B., W. Bastiaanssen, H. Pelgrum, and E. van Meijgaard, 1997: A new methodology for assimilation of initial soil moisture fields in weather prediction models using METEOSAT and NOAA data. J. Appl. Meteor.,36, 1271–1283.

  • Verhoef, A., H. A. R. de Bruin, and B. J. J. M. van den Hurk, 1997:Some practical notes on the parameter kB−1 for sparse vegetation. J. Appl. Meteor.,36, 560–572.

  • Wang, J. R. and B. J. Choudhury, 1995: Passive microwave radiation from soil: Examples of emission models and observations. Passive Microwave Remote Sensing of LandAtmosphere Interactions, B. J. Choudhury, Y. H. Kerr, E. G. Njoku, and P. Pampaloni, Eds., VSP, 423–460.

  • Wetzel, P. J., D. Atlas, and R. H. Woodward, 1984: Determining soil moisture from geosynchronous satellite infrared data: A feasibility study. J. Climate Appl. Meteor.,23, 375–391.

  • Wigneron, J.-P., 1995: Retrieval of geophysical parameters from multifrequency passive microwave measurements over a soybean canopy. Passive Microwave Remote Sensing of LandAtmosphere Interactions, B. J. Choudhury, Y. H. Kerr, E. G. Njoku, and P. Pampaloni, Eds., VSP, 403–420.

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