Summary
This paper is focused on the applicability of remotely sensed data of different platforms to determine spatial variability and distribution of soil mositure on a local scale. A plane agricultural test site of ≈ 2 km2 in Central Europe is the basis for a comparison of simultaneously recorded high resolution (<0.2 m) thermal infra-red data with C-band microwave data (<30 m). In situ measurements link the remote sensing data to ground truth. Heterogeneity in landform, soil and vegetative cover are accounted for in a resolution of less than a hectare. Results of this study show that there is no correlation between backscattering coefficients and brightness temperatures over vegetated fields, but brightness temperature indicates a distribution of plant available water in the root zone. Bare fields in dry conditions demand in-situ determination of soil moisture of the top few millimeters to compare remote sensing data to reliable ground truth.
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Arritt, R., Clark, C., 1994: Functional relationships among soil moisture, vegetation cover, and surface fluxes. In: 21st Conference on Agricultural and Forest Meteorology, San Diego, California, pp. J37-J38, Boston. American Meteorological Society.
Carlson, T. N., 1991: Recent advances in modelling the infrared temperature of vegetation canopies. In: Schmugge, T., André, J.-C. (eds.)Land Surface Evaporation. New York: Springer, pp. 349–358.
Deardorff, J., 1978: Efficient prediction of ground temperature and moisture with inclusion of a layer of vegetation.J. Geophys. Res. 83, 1889–1903.
Dobson, M., Ulaby, F., 1986: Active microwave soil moisture research.IEEE Transactions on Geoscience and Remote Sensing GE-24, 23–36.
Engman, E. T., 1990: Progress in microwave remote sensing of soil moisture.Can. J. Remote Sensing 16, 6–14.
Ernst, S., Wüthrich, M., 1996: Spatial characteristics of surface and atmospheric properties during HartX.Theor. Appl. Climatol. 53, 59–67
ESA, 1992: ESA ERS-1 Product Specification. ESA Publications Division, c/o ESTEC, Noordwijk, The Netherlands, 3.0 edition.
Jackson, R. D., 1988: Surface temperature and the surface energy balance. In: Steffen, W., Denmead, O. (eds.)Flow and Transport in the Natural Environment: Advances and Applications. Berlin, Heidelberg: Springer, pp. 133–153.
Jackson, T., O'Neill, P., 1987: Salinity effects on the microwave emission of soil.IEEE Transactions of Geoscience and Remote Sensing GE-25, 214–220.
Jackson, T. J., Le Vine, D., Schiebe, F., Schmugge, T., 1993: Large area mapping of soil moisture using passive microwave radiometry in the WASHITA'92 experiment.IEEE Proceedings of IGARSS'93 3, 1009–1011.
Jaeger, L., Kessler, A., 1996: The HartX period may 1992, seen against the background of twenty years of energy balance climatology at the Hartheim pine forest.Theor. Appl. Climatol. 53, 9–21
Mahrt, L., Ek, M., 1984: The influence of atmospheric stability on potential evaporation.J. Climate Appl. Meteor. 26, 222–234.
Merot, P., Crave, A., Gascuel-Odoux, C., Louhala, S., 1994: Effect of saturated areas on backscattering coefficient of the ERS 1 synthetic aperture radar: First results.Water Resour. Res. 30(2), 175–179.
Nezry, E., Lopes, A., Touzi, R., 1991: Detection of structural and textural features for SAR images filtering. In: Putkonen, J. (ed.)IGARSS'91 Remote Sensing: Global Monitoring for Earth Management. Finland: Espoo, IEEE pp. 2169–2172.
Oke, T., 1978:Boundary Layer Climates. New York: Routledge, 2nd edn.
Pultz, T., Leconte, R. J. B., Brisco, B., 1990: Quantitative soil moisture extraction from airborne SAR data.Can. J. Remote Sensing 16, 56–62.
Roth, K., Schulin, R., Flühler, H., Attinger, W., 1990: Calibration of time domain reflectometry for water content measurement using a composite dielectric approach.Water Resour. Res. 26/10, 2267–2273.
Rowntree, P., 1991: Atmospheric parameterization schemes for evaporation over land: Basic concepts and climate modeling aspects. In: Schmugge, T. J., Andre, J.-C. (eds.)Land Surface Evaporation. Measurement and Parameterization. New York: Springer, pp. 5–29.
Scheffer, F., Schachtschabel, P., 1982:Lehrbuch der Bodenkunde 11 edn. Stuttgart: Enke.
Schmugge, T., Jackson, T., 1993: Passive microwave remote sensing of soil moisture.EARSeL Advances in Remote Sensing 2 (VI), 5–14.
Stotzer, E., Wegmüller, U., Hüppi, R., Mätzler, C., 1986: Dielectric and surface parameters related to microwave scatter and emission properties. In IEEE Proceedings of IGARSS'86, pp. 599–603, Zürich. ESA Sp-254.
Topp, G., Davis, J., Annan, A., 1980: Electromagnetic determination of soil water content: Measurements in coaxial transmission lines.Water Resour. Res. 16(3), 574–582.
Wang, J., Schmugge, T., Shiue, J., Engman, E., 1989: Mapping surface soil moisture with 1-band radiometric measurements.Remote Sensing Environ. 27, 305–312.
Wang, J., Schmugge, T., Shiue, J., Engman, E., 1990: The L-band PBMR measurements of surface soil moisture in FIFE.IEEE Transactions of Geoscience and Remote Sensing GE-28 5, 906–914.
Wegmüller, U., Werner, C. L., 1994: Analyses of interferometric land surface signatures. ESA Proceedings of PIERS'94, Noordwijk, NL.
Wood, E., Lin, D., Mancini, M., Thongs, D., Troch, P., Jackson, T., Famiglietti, J., Engman, E., 1993: Intercomparison between passive and active microwave remote sensing and hydrological modeling for soil moisture.Advances in Space Research 13, 167–176.
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Wüthrich, M. Thermal infra-red underflights compared to ERS-1 C-band synthetic aperture radar focusing soil moisture distribution. Theor Appl Climatol 53, 69–78 (1996). https://doi.org/10.1007/BF00866412
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DOI: https://doi.org/10.1007/BF00866412