Analytical treatment of the relationships between soil heat flux/net radiation ratio and vegetation indices

Relationships between leaf area index (LAI) and midday soil heat flux/net radiation ratio (G/Rn) and two more commonly used vegetation indices (VIs) were used to analytically derive formulas describing the relationship between G/Rn and VI. Use of VI for estimating G/Rn may be useful in operational remote sensing models that evaluate the spatial variation in the surface energy balance over large areas. While previous experimental data have shown that linear equations can adequately describe the relationship between G/Rn and VI, this analytical treatment indicated that nonlinear relationships are more appropriate. Data over bare soil and soybeans under a range of canopy cover conditions from a humid climate and data collected over bare soil, alfalfa, and cotton fields in an arid climate were used to evaluate model formulations derived for LAI and G/Rn, LAI and VI, and VI and G/Rn. In general, equations describing LAI-G/Rn and LAI-VI relationships agreed with the data and supported the analytical result of a nonlinear relationship between VI and G/Rn. With the simple ratio (NIR/Red) as the VI, the nonlinear relationship with G/Rn was confirmed qualitatively. But with the normalized difference vegetation index (NDVI), a nonlinear relationship did not appear to fit the data.

[1]  Ray D. Jackson,et al.  Net radiation — soil heat flux relations as influenced by soil water content variations , 1975 .

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

[3]  Eric A. Smith,et al.  An intercomparison of surface energy flux measurement systems used during FIFE 1987 , 1992, ICSE 1990.

[4]  G. Asrar,et al.  Estimating Absorbed Photosynthetic Radiation and Leaf Area Index from Spectral Reflectance in Wheat1 , 1984 .

[5]  Climate and global change: Characteristics of NOAA satellite data , 1989 .

[6]  Larry Biehl,et al.  Data Acquisition And Preprocessing Techniques For Remote Sensing Field Research , 1983, Optics & Photonics.

[7]  F. Baret,et al.  TSAVI: A Vegetation Index Which Minimizes Soil Brightness Effects On LAI And APAR Estimation , 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.

[8]  W. Kustas,et al.  Calibration, comparison, and correction of net radiation instruments used during FIFE , 1992 .

[9]  R. Jackson,et al.  Instantaneous and daily values of the surface energy balance over agricultural fields using remote sensing and a reference field in an arid environment , 1990 .

[10]  L. Biehl,et al.  Sun-View Angle Effects on Reflectance Factors of Corn Canopies , 1985 .

[11]  J. Clevers Application of a weighted infrared-red vegetation index for estimating leaf Area Index by Correcting for Soil Moisture , 1989 .

[12]  W. Verhoef Light scattering by leaf layers with application to canopy reflectance modeling: The Scattering by Arbitrarily Inclined Leaves (SAIL) model , 1984 .

[13]  C. Perry,et al.  Functional equivalence of spectral vegetation indices , 1984 .

[14]  A. Huete A soil-adjusted vegetation index (SAVI) , 1988 .

[15]  C. Daughtry,et al.  Spectral estimates of absorbed radiation and phytomass production in corn and soybean canopies , 1992 .

[16]  R. Myneni,et al.  Estimation of plant-canopy attributes from spectral reflectance measurements , 1989 .

[17]  B. Séguin,et al.  Using midday surface temperature to estimate daily evaporation from satellite thermal IR data , 1983 .

[18]  J. Monteith,et al.  Principles of Environmental Physics , 2014 .

[19]  Adriana Bernardi,et al.  An observational study of heat fluxes and their relationships with net radiation , 1982 .

[20]  S. Prince,et al.  Water and Surface Energy Balance Modeling in Botswana , 1989 .

[21]  D. Vidal-Madjar,et al.  Evaluation of a Surface/Vegetation Parameterization Using Satellite Measurements of Surface Temperature , 1986 .

[22]  C. J. Tucker,et al.  Spectral assessment of soybean leaf area and leaf biomass , 1980 .

[23]  P. Sellers,et al.  The First ISLSCP Field Experiment (FIFE) , 1988 .

[24]  R. Jackson,et al.  Multisite Analyses of Spectral-Biophysical Data for Wheat , 1992 .

[25]  R. Jackson,et al.  Spectral response of a plant canopy with different soil backgrounds , 1985 .

[26]  F. Baret,et al.  Potentials and limits of vegetation indices for LAI and APAR assessment , 1991 .

[27]  J. Ross The radiation regime and architecture of plant stands , 1981, Tasks for vegetation sciences 3.

[28]  R. J. Gurney,et al.  Modelling daily evapotranspiration using remotely sensed data , 1984 .

[29]  Alfredo Huete,et al.  Soil and Sun angle interactions on partial canopy spectra , 1987 .

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

[31]  Manfred Owe,et al.  Vegetation spatial variability and its effect on vegetation indices , 1987 .

[32]  J. Townshend,et al.  African Land-Cover Classification Using Satellite Data , 1985, Science.

[33]  I. Wright,et al.  Correction of errors associated with measurement of net all-wave radiation with double-domed radiometers , 1990 .

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

[35]  J. C. Price,et al.  Estimation of Regional Scale Evapotranspiration Through Analysis of Satellite Thermal-infrared Data , 1982, IEEE Transactions on Geoscience and Remote Sensing.

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

[37]  S. Idso,et al.  Analysis of an empirical model for soil heat flux under a growing wheat crop for estimating evaporation by an infrared-temperature based energy balance equation , 1987 .

[38]  Joe T. Ritchie,et al.  Model for predicting evaporation from a row crop with incomplete cover , 1972 .

[39]  S. Idso,et al.  Wheat canopy temperature: A practical tool for evaluating water requirements , 1977 .

[40]  Marcel Fuchs,et al.  The heat flux density in a non-homogeneous bare loessial soil , 1972 .

[41]  J. Brunel Estimation of sensible heat flux from measurements of surface radiative temperature and air temperature at two meters: application to determine actual evaporation rate , 1989 .

[42]  Marvin E. Bauer,et al.  Effects of nitrogen fertilizer on growth and reflectance characteristics of winter wheat , 1986 .

[43]  Ghassem R. Asrar,et al.  Leaf-area estimates from spectral measurements over various planting dates of wheat , 1985 .

[44]  J. R. Philip The theory of heat flux meters , 1961 .

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

[46]  A. V. D. Griend,et al.  Water and surface energy balance model with a multilayer canopy representation for remote sensing purposes , 1989 .

[47]  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 .