Use of ground‐based remotely sensed data for surface energy balance evaluation of a semiarid rangeland

An interdisciplinary field experiment was conducted to study the water and energy balance of a semiarid rangeland watershed in southeast Arizona during the summer of 1990. Two subwatersheds, one grass dominated and the other shrub dominated, were selected for intensive study with ground-based remote sensing systems and hydrometeorological instrumentation. Surface energy balance was evaluated at both sites using direct and indirect measurements of the turbulent fluxes (eddy correlation, variance, and Bowen ratio methods) and using an aerodynamic approach based on remote measurements of surface reflectance and temperature and conventional meteorological information. Estimates of net radiant flux density (Rn), derived from measurements of air temperature, incoming solar radiation, and surface temperature and radiance compared well with values measured using a net radiometer (mean absolute difference (MAD) ≃ 50 W/m2 over a range from 115 to 670 W/m2). Soil heat flux density (G) was estimated using a relation between G/Rn and a spectral vegetation index computed from the red and near-infrared surface reflectance. These G estimates compared well with conventional measurements of G using buried soil heat flux plates (MAD ≃ 20 W/m2 over a range from −13 to 213 W/m2). In order to account for the effects of sparse vegetation, semiempirical adjustments to the single-layer bulk aerodynamic resistance approach were required for evaluation of sensible heat flux density (H). This yielded differences between measurements and remote estimates of H of approximately 33 W/m2 over a range from 13 to 303 W/m2. The resulting estimates of latent heat flux density, LE, were of the same magnitude and trend as measured values; however, a significant scatter was still observed: MAD ≃ 40 W/m2 over a range from 0 to 340 W/m2. Because LE was solved as a residual, there was a cumulative effect of errors associated with remote estimates of Rn, G, and H.

[1]  A. Chamberlain Transport of gases to and from surfaces with bluff and wave‐like roughness elements , 1968 .

[2]  A. Perrier,et al.  Technical note Analysis of a simplified relation for estimating daily evapotranspiration from satellite thermal IR data , 1989 .

[3]  M. S. Moran,et al.  Reflectance- and radiance-based methods for the in-flight absolute calibration of multispectral sensors , 1987 .

[4]  M. S. Moran,et al.  Evaluation of hydrologic parameters in a semiarid rangeland using remotely sensed spectral data , 1994 .

[5]  M. S. Moran,et al.  Field calibration of reference reflectance panels , 1987 .

[6]  M. Wesely Use of variance techniques to measure dry air-surface exchange rates , 1988 .

[7]  W. Brutsaert On a derivable formula for long-wave radiation from clear skies , 1975 .

[8]  C. J. Moore Frequency response corrections for eddy correlation systems , 1986 .

[9]  J. Tillman The Indirect Determination of Stability, Heat and Momentum Fluxes in the Atmospheric Boundary Layer from Simple Scalar Variables During Dry Unstable Conditions , 1972 .

[10]  M. S. Moran,et al.  Determination of sensible heat flux over sparse canopy using thermal infrared data , 1989 .

[11]  William P. Kustas,et al.  Local energy flux estimates for unstable conditions using variance data in semiarid rangelands , 1994 .

[12]  B. Amiro,et al.  Evapotranspiration from a boreal forest drainage basin using an energy balance/eddy correlation technique , 1987 .

[13]  Philip N. Slater,et al.  Mapping surface energy balance components by combining landsat thematic mapper and ground-based meteorological data , 1989 .

[14]  R. Jackson,et al.  Evaluating evapotranspiration at local and regional scales , 1985, Proceedings of the IEEE.

[15]  W. Brutsaert Evaporation into the atmosphere , 1982 .

[16]  M. S. Moran,et al.  Variability of emissivity and surface temperature over a sparsely vegetated surface , 1994 .

[17]  A S Monin,et al.  BASIC LAWS OF TURBULENT MIXING IN THE GROUND LAYER OF ATMOSPHERE , 1954 .

[18]  Lewis F. Richardson,et al.  The Supply of Energy from and to Atmospheric Eddies , 1920 .

[19]  M. S. Moran,et al.  Assessing the Spatial Distribution of Evapotranspiration Using Remotely Sensed Inputs , 1991 .

[20]  M. Ek,et al.  The Influence of Atmospheric Stability on Potential Evaporation , 1984 .

[21]  S. Idso,et al.  An analysis of infrared temperature observations over wheat and calculation of latent heat flux , 1986 .

[22]  Ray D. Jackson,et al.  Estimation of Daily Evapotranspiration from one Time-of-Day Measurements , 1983 .

[23]  M. S. Moran,et al.  Surface energy balance estimates at local and regional scales using optical remote sensing from an aircraft platform and atmospheric data collected over semiarid rangelands , 1994 .

[24]  Craig S. T. Daughtry,et al.  Estimation of the soil heat flux/net radiation ratio from spectral data , 1990 .

[25]  Thomas J. Jackson,et al.  An Interdisciplinary Field Study of the Energy and Water Fluxes in the Atmosphere–Biosphere System over Semiarid Rangelands: Description and Some Preliminary Results , 1991 .

[26]  Albert A. M. Holtslag,et al.  Flux Parameterization over Land Surfaces for Atmospheric Models , 1991 .

[27]  A. Obukhov,et al.  Turbulence in an atmosphere with a non-uniform temperature , 1971 .

[28]  T. A. Black,et al.  Evaluation of the Bowen ratio/energy balance method for determining forest evapotranspiration , 1980 .

[29]  Brent Clothier,et al.  ESTIMATION OF SOIL HEAT FLUX FROM NET RADIATION DURING THE GROWTH OF ALFALFA , 1986 .

[30]  Thomas J. Jackson,et al.  Push broom microwave radiometer observations of surface soil moisture in Monsoon '90 , 1994 .

[31]  M. S. Moran,et al.  Ground and aircraft infrared observations over a partially-vegetated area , 1990 .

[32]  B. Tanner Use Requirements for Bowen Ratio and Eddy Correlation Determination of Evapotranspiration , 1988 .

[33]  B. Hicks,et al.  Momentum, heat and water vapour transfer to and from natural and artificial surfaces , 1973 .

[34]  Ray D. Jackson,et al.  Net radiation calculated from remote multispectral and ground station meteorological data , 1985 .

[35]  Jean L. Steiner,et al.  Bowen ratio, eddy correlation, and portable chamber measurements of sensible and latent heat flux over irrigated spring wheat* , 1991 .

[36]  William P. Kustas,et al.  Estimates of Evapotranspiration with a One- and Two-Layer Model of Heat Transfer over Partial Canopy Cover , 1990 .

[37]  R. Jackson Total reflected solar radiation calculated from multi-band sensor data , 1984 .

[38]  Ray D. Jackson,et al.  Evapotranspiration calculated from remote multispectral and ground station meteorological data , 1985 .

[39]  C. B. Tanner,et al.  Eddy Correlation Measurements of Sensible Heat Flux near the Earth's Surface , 1970 .