W. Bouten et al., MONITORING AND MODELING CANOPY WATER STORAGE AMOUNTS IN SUPPORT OF ATMOSPHERIC DEPOSITION STUDIES, Journal of hydrology, 181(1-4), 1996, pp. 305-321
Canopy water storage amounts were measured with a newly developed meas
uring system based on the attenuation of a 10.26 GHz microwave signal.
Every 5 min, vertical scans were made, over a period of 9 months. A p
hysically based multi-layer interception model with empirical paramete
rs was calibrated using a non-linear optimization technique. The calib
rated model appeared to be capable of explaining up to 92% of the meas
ured variance of water storage amounts for an independent validation p
eriod when using on-site measurements of meteorological variables. The
performance decreased only slightly to 89% when other input sets were
used for this period. These were necessary to extrapolate the results
to longer time series required for evaluating canopy resistances in t
he study of deposition of airborne pollutants (Vermetten et al., Proc.
5th IPSASEP Conf., Vol. 3, 1992). The resemblance between measured th
roughfall amounts and simulated results and the plausibility of the mo
del parameters, although they were optimized without setting any limit
s, enhances confidence in the model results.