A simple single layer model to estimate transpiration from vegetation using multi-spectral and meteorological data
作者:
S. N. V. Kalluri,
J. R. G. Townshend,
P. Doraiswamy,
期刊:
International Journal of Remote Sensing
(Taylor Available online 1998)
卷期:
Volume 19,
issue 6
页码: 1037-1053
ISSN:0143-1161
年代: 1998
DOI:10.1080/014311698215595
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
A methodology is developed here to model evapotranspiration (λEc) from the canopy layer over large areas by combining satellite and ground measurements of biophysical and meteorological variables. The model developed here follows the energy balance approach, where λEcis estimated as a residual when the net radiation (Rn), sensible heat flux (H) and ground flux (G) are known. Multi-spectral measurements from the NOAA Advanced Very High Resolution Radiometer (AVHRR) were used along with routine meteorological measurements made on the ground to estimate components of the energy balance. The upwelling long wave radiation, andHfrom the canopy layer were modelled using the canopy temperature, obtained from a linear relation between the Normalized Difference Vegetation Index (NDVI) and surface temperature. This method separates flux measurements from the canopy and bare soil without the need for a complex two layer model. From theoretical analysis of canopy reflectance, leaf area, and canopy resistance, a model is developed to scale the transpiration estimates from the full canopy to give an area averaged estimate from the mean NDVI of the study area. The model was tested using data collected from the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE), and the results show that the modelled values of total surface evapotranspiration from the soil and canopy layers vary from the ground measurements by less than 9 per cent.
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