Agricultural and Forest Meteorology 191 (2014) 64–80
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Agricultural and Forest Meteorology
j o u r n a l h o me p a g e : w w w . e l s e v i e r . c o m / l o c a t e / a g r f o r m e t
A three-sourceSVAT modeling of evaporation: Application to the
seasonal dynamics of a grassed vineyard
Carlo Montes
a,∗
, Jean-Paul Lhomme
a
, Jérôme Demarty
b
, Laurent Prévot
c
, Frédéric Jacob
a
a
InstitutdeRecherche pour le Développement, UMR LISAH, 34060Montpellier, France
b
InstitutdeRecherche pour le Développement, UMR HSM, 34095Montpellier, France
c
InstitutNational dela Recherche Agronomique, UMR LISAH, 34060Montpellier, France
a r t i c l e i n f o
Articlehistory:
Received12 June 2013
Receivedin revisedform 5 February2014
Accepted13 February2014
Available online 15 March 2014
Keywords:
Latent heat flux
Multi-source
Sparsevegetation
Soil water balance
Seasonal course
a b s t r a c t
A parsimoniousand versatileSoil–Vegetation–Atmosphere Transfer(SVAT) model is proposedfor three
component vineyards, which includes vine foliage, grassed soil and bare soil. A three-source energy
balance approach describes the energy and mass transfer between the soil–plant continuum and the
lower atmospherewith an hourly time step. It is coupled with a soil water balance module running
with a daily time step. The model makes use of standard meteorological data together with parame-
ters describing foliage development,grass and soil characteristics. The model is calibrated by means
of the Multi-objective Calibration Iterative Process (MCIP) algorithm and next validated for evapora-
tion and soil moisture over a dataset collected in a Southern France grassedvineyard. The validation
exerciseis twofold. It focuses first on the daily course of evaporationderived from the surfaceenergy
balancemodule only, forcedwith meteorological variables, net radiationand soil moisture.The compari-
son againstEddy Covariance measurements shows a good agreement (R
2
=0.96and RMSE=14.0W m
−2
).
Next,a simulation coupling the surfaceenergybalancemodule with the soil water balancemodule is val-
idated over Eddy Covariance and soil moisture measurements. Simulations throughout two contrasting
growing seasonsprovide good estimatesof daily evaporation(R
2
=0.90 and RMSE=0.43mm d
−1
) and
soil water content (R
2
=0.98 and RMSE =6.95mm). Model inaccuracies arise mainly under conditions of
strong surfacerunoff. Results also suggestthat the parameterizations relating the surface-atmosphere
module with the soil module (i.e. stomatal resistance) should be carefully examinedunder water stress
conditions. Finally, the model versatility is addressedthrough a set of simulations. It appearsthat the
modeling approach allows assessingthe seasonal water balanceof vineyards with different structure
(grassfraction or distancebetween rows) and that it could be applied to similar cropping systems.
©2014 ElsevierB.V. All rights reserved.
1. Introduction
Progress in theoretical and applied research aiming at accu-
rately assessing crop water consumption in both rain-fed and
irrigated conditions is an essential issue for agricultural water
management. Since evaporation measurementsare scarce, oper-
ational formulations to estimate water consumption at field scale
are necessary (Trambouze et al., 1998; Spano et al., 2009). For
viticulture regions in Mediterranean and semi-arid environments,
actual evaporationrepresentsa major component of surfacewater
balance, reaching up to 70%of the yearly precipitation (Moussa
∗
Correspondingauthor at: UMR LISAH, 2 place Pierre Viala, 34060 Montpellier,
France.Tel.: +3307 85 40 83 26.
E-mail address: ccmontesv@gmail.com (C. Montes).
et al., 2007). Knowledge of actual evaporation is also of interest
in viticulture, in order to assessand handle the influence of soil
water deficit on grapevineyields and berry composition (Vaudour,
2003; Pellegrino et al., 2005). Nevertheless, the physical repre-
sentation of the soil–plant–atmosphere system in grapevinesis a
complex issue, becausethe sparse structure of vineyards imposes
to consider both the foliage and the understory, which requires
multi-source modeling.
The most frequently used multi-source evaporation model is
the one first developedby Shuttleworth and Wallace (1985) (S–W
model) and extended by Choudhury and Monteith (1988) and
Shuttleworth and Gurney (1990). This model corresponds to an
extension of the big-leaf model of Penman–Monteith (Monteith,
1965) into two interacting evaporative layers: the main foliage
and the underlying substrate.Subsequently, the S–W model was
upgraded by Brenner and Incoll (1997) (“clumped” model) to
http://dx.doi.org/10.1016/j.agrformet.2014.02.004
0168-1923/©2014 Elsevier B.V. All rights reserved.