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3 - MAC EUROPE CAMPAIGN - FLEVOLAND TEST SITE
Some of the above principles for linking optical remote sensing with crop growth models will be illustrated with
results from the European multisensor airborne campaign MAC Europe in 1991. A description will be given of
the MAC Europe campaign in the Dutch test site Flevoland and of the collected remote sensing and ground truth
data. In the optical remote sensing domain, NASA executed one overflight with the AVIRIS scanner. In addition,
the Dutch experimenters flew three flights with the Dutch CAESAR scanner.
3.1 Test Site
The test site was located in Southern Flevoland in The Netherlands, an agricultural area with very homogeneous
soils reclaimed from the lake Usselmeer in 1966. The test site comprised ten different agricultural farms, 45 to
60 ha in extension. Main crops were sugar beet, potato and winter wheat. Due to hailstorms and night-frost damage
of the sugar beet in April 1991 some of the sugar beet fields were sown for a second time in late April resulting
into quite some growth differences between different beet fields.
3.2 Ground Truth
Crop parameters concerning acreage, variety, planting date, emergence date, fertilization, harvest date, yield
and occurring anomalities were collected for the main crops. During the growing season, additional parameters
were measured in the field. The selected parameters were the estimated soil cover by the canopy, the mean crop
height, row distance, plants per m 2 , the soil moisture condition and comments about plant development stage.
3.3 Meteorological Data
Daily meteorological data are needed as input for crop growth simulation models. For the 1991 growing season
these were obtained from the Royal Dutch Meteorological Service (KNMI) for the station Lelystad. Data consisted
of daily minimum and maximum temperature, daily global irradiation and daily precipitation.
3.4 Spectra of Single Leaves
Leaf optical properties were investigated with a LI-COR laboratory spectra radiometer at the Centre for Agrobiological
Research (CABO) in Wageningen. The reflectance or transmittance signature of the upper and lower surface of
several leaves was recorded continuously from 400 to 1100 nm wavelength in 5 nm steps. The instrument was
calibrated with a white barium sulphate plate.
3.5 Groundbased Reflectances
Field reflectance measurements were obtained during the 1991 growing season with a portable CROPSCAN radiometer.
Spectral bands were located at 490, 550, 670, 700, 740, 780, 870 and 1090 nm with a bandwidth of 10 nm. The
sensor head of the radiometer was mounted on top of a long metal pole and positioned three metres above the
ground surface.
3.6 CAESAR
The CAESAR (CCD Airborne Experimental Scanner for Applications in Remote Sensing) has a modular set-up
and it combines the possiblities of a high spectral resolution with a high spatial resolution. For land applications
three spectral bands are available in the green, red and NIR part of the EM spectrum. One of the special options
of CAESAR is the capability of acquiring data according to the so-called dual look concept. This dual look concept
consists of measurements performed when looking nadir and under the oblique angle of 52°. Combining these
measurements provides information on the directional reflectance properties of objects. Successful overflights
over the test site were carried out on July 4th, July 23rd and August 29th, 1991.
3.7 AVIRIS
The ER-2 aircraft of NASA, carrying the airborne visible-infrared imaging spectrometer (AVIRIS), performed
a successful overflight over the Flevoland test site on July 5th, 1991. AVIRIS acquires 224 contiguous spectral
bands from 0.41 to 2.45 fim. The ground resolution is 20 m as it is flown at 20 km altitude.