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https://doi.org/10.1063/1.2349...
Article . 2006 . Peer-reviewed
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Monitoring Evapotranspiration over the Alpilles Test Site by Introducing Remote Sensing Data at Various Spatial Resolutions into a Dynamic SVAT Model

Authors: Olioso, Albert; Rivalland, Vincent; Faivre, Robert; Weiss, Marie; Demarty, J.; Wassenaar, Tom; Baret, Frédéric; +5 Authors

Monitoring Evapotranspiration over the Alpilles Test Site by Introducing Remote Sensing Data at Various Spatial Resolutions into a Dynamic SVAT Model

Abstract

Remote sensing estimation of evapotranspiration (ET) was done by combining remote sensing data and the ISBA soil‐vegetation‐atmosphere transfer model over the Alpilles test site. We tested the possible use of low resolution data (∼1km) to derive leaf area index (LAI) at the field scale using a disaggregation method. Disaggregated LAI were then used as inputs of ISBA for monitoring ET for 9 months. Estimation of LAI and ET were first performed at high resolution for being used as reference for evaluating the use of low resolution data. Estimations of LAI at high spatial resolution using an artificial neural network (ANN) algorithm were in very good agreement with ground measurements. At low resolution, we found that it was possible to estimate accurately LAI for the most frequent types of vegetation cover, wheat and sunflower, but not for the other types. However, the estimation of ET from disaggregated low resolution data was found to be quite accurate for any type of vegetation cover (the comparison to h...

Keywords

550, Evapotranspiration, [SDE.IE]Environmental Sciences/Environmental Engineering, scaling, Energy balance, Remote sensing, [INFO] Computer Science [cs], 630, Soil-Vegetation-Atmosphere Transfer model, crop water availability, [SDU.STU.HY] Sciences of the Universe [physics]/Earth Sciences/Hydrology, [INFO]Computer Science [cs], [SDE.IE] Environmental Sciences/Environmental Engineering, [SDU.STU.HY]Sciences of the Universe [physics]/Earth Sciences/Hydrology, spatial resolution

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green