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3.1. Errors in field spectroscopy
Error is defined as the difference between the measured value and the "true" value of the entity. Error can result
from random or systematic sources. The effect of random error can often be reduced by repeated measurement,
or by averaging, which increases the measurement precision. Systematic errors cannot be reduced by averaging
or making repeated measurements.
The accuracy of field spectral measurements can be defined as the difference between the
mean indicated value and the true value. It therefore refers to the measuremnet in absolute terms and implies
the use of absolute or traceable standards. The precision of the measurement defines the reproducability or
repeatability of the measurement made with the same sensor.
Precision and accuracy cannot be determined exactly, but an estimate of the the measurement
uncertainty can be derived from consideration of the observed data, and an understanding of the sources of
error for a particular measurement situation. In field spectroscopy the main sources of measurement uncertainty
are identified as: sensor calibration and characterisation factors, environmental factors, and measurement
methodology. These are summarised in Table 1.
1. Sensor and panel characteristics and calibration
Radiometric linearity
Radiometric precision
Wavelength precision and accuracy
Dark current characteristics
Temperature sensitivity
Field-of-view characteristics
Radiometric calibration
Reference panel characteristics
2. Environmental factors
3. Measurement methodology
Solar angle
Dual beam vs. single beam
Atmospheric conditions
Sequential vs. simultaneous measurement
Adjacent object scattering
Cosine corrected sensor vs. panel
Surface contaminants
Hand held vs. fixed support
Table 1. Some of the factors which affect the accuracy of field spectroscopy
3.2. Example: temperature sensitivity of Spectron SE590 spectroradiometer
The Spectron Engineering SE590 spectroradiometer has a specified working range of 0° to 50°C and the two
SE590s in the NERC-EPFS have been used across this range of temperatures, in environments from Antarctica
to the Negev desert. The radiometric sensitivity of the CE390 sensor head (s/n 1569) was measured by making
a series of 10 replicate scans of the EPFS radiance calibration source integrating sphere. The procedure was
performed with the sensor head cooled to around 2°C, and then repeated with it heated to around 38°C and
again at room temperature (23°C). In each case the CE390 was left to stabilise for at at least one hour at the
required temperature before measurements were taken. The 10 replicate spectra for each temperature were
averaged and compared. The ratio of both the high and low temperature measurements to that for the room
temperature measurement was also calculated.
Figure 3 shows that the sensor response has a strong temperature dependence, especially at wavelengths
above 700nm. The SE590 has an internal correction for dark current errors so the change in responsivity
observed here is not simply a change in dark level signal. The ratio of the high and low temperature mean
spectra to that at 23°C confirm the spectral variation in the temperature dependence. The ratio indicated a 10 %
increase in sensitivity at 800nm rising to 35% increase at lOOOnm for the high temperature case. The reduction
in sensitivity for the low temperature measurement is of a similar magnitude.