N. Bertin et E. Heuvelink, DRY-MATTER PRODUCTION IN A TOMATO CROP - COMPARISON OF 2 SIMULATION-MODELS, Journal of Horticultural Science, 68(6), 1993, pp. 995-1011
TOMSIM(1.0) and TOMGRO(1.0) are two dynamic models for tomato growth a
nd development. Their submodels for dry matter production are compared
and discussed. In TOMSIM(1.0), dry matter production is simulated by
a modified version of SUCROS87 (Spitters et al., 1989). Single leaf ph
otosynthesis rates are calculated separately for shaded and sunlit lea
f area at different depths in the canopy, according to the direct and
diffuse components of light; daily crop gross assimilation rate (A) is
computed by integration of these rates over the different depths and
over the day. In TOMSIM(1.0) leaf photochemical efficiency (epsilon) a
nd potential leaf gross photosynthesis rate at saturating light level
(P(g,max)) both depend on temperature and CO2 level. In TOMGRO(1.0) cr
op gross photosynthesis rate is calculated by the equation of Acock et
al. (1978); epsilon is a constant and P(g,max) is a linear function o
f CO2. In both models leaf photosynthesis characteristics are assumed
to be identical in the whole canopy. Maintenance respiration (R(m)) an
d conversion efficiency (C(f)) are taken into account in the same way,
except that root maintenance respiration is neglected in TOMGRO(1.0).
For both models a sensitivity analysis was performed on the input var
iables (light intensity, temperature, CO2 and leaf area index (LAI)) a
nd on some of the model parameters. Under most conditions considered,
simulated A was found to be 5-30% higher in TOMSIM(1.0) than in TOMGRO
(1.0). At temperatures above 18-degrees-C R(m) was also higher in TOMS
IM(1.0), and C(f) was 4% higher in TOMGRO(1.0). The two models were ve
ry sensitive to changes in epsilon and to a lesser extent to changes i
n the light extinction coefficient, whereas the scattering coefficient
of leaves had hardly any effect on the simulated A. TOMGRO(1.0) appea
red to be rather sensitive to the CO2 use efficiency, whereas at ambie
nt CO2 level mesophyll resistance was quite important in TOMSIM(1.0).
Four sets of experimental data (differences in cultivar, CO2 enrichmen
t and planting date) from Wageningen (The Netherlands) and Montfavet (
southern France) were used to validate the models. Average 24 h temper
ature and average daily CO2 concentration values were used as input to
the models. For the Wageningen experiments, hourly PAR values were ca
lculated from the daily global radiation sum by TOMSIM(1.0) and used a
s input in both models. For the Montfavet experiment, average hourly P
AR measurements were used. Also measured LAI, dry matter distribution
and organ dry weights (for calculation of R(m)) were input to the simu
lation. In the Wageningen experiments, total dry matter production was
simulated reasonably well by both models, whereas in the Montfavet ex
periment an under-estimation of about 35% occurred. TOMGRO(1.0) and TO
MSIM(1.0) simulated almost identical curves in all four experiments. S
trong and weak points of both models are discussed.