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During the cold conditions which characterize the winter months in the
Beaufort Sea, a well defined set of microwave properties may be indicated by the
active/passive signature at a single look angle and frequency for old and FY
ice. The 20 m resolution profiling sensor set depicted in Figure 1 supports
this statement and demonstrates the improvement a combined measurement may make
over a single passive or active measurement alone. Although there is a
separation in these diagrams of FY and young ice from SY and older ice, some
overlap exists between FY and young ice rough and smooth (deformed and ridged as
opposed to flat smooth ice) which complicates a classification exercise.
Nevertheless, classifier tests based solely on radiometric levels show that a
two-feature classifier can yield major class accuracies of 93% and subclass
accuracies of 72% (Gluch, 1981). Guindon et al. (1982) have shown that the
addition of textural features can enhance classification accuracy and that level
contrast was particularly useful with texture feature X-band SAR imagery.
The general success of microwave techniques for ice reconnaissance
which the above results and those of other workers demonstrate in cold winter
conditions is not shared in results from the same region taken at the height of
melt season in June and July, 1980. Figure 2 shows a section of the photo
mosaic from this period, crossing (from left to right) a MY floe with large
aggregate melt ponds and followed by FY ice with elongated lacey drainage
patterns. Neither the scatterometer, nor the radiometer trace below the
photograph, register a significant change as the transition between these major
ice classes is made. This is a general comment for the ice we studied in this
season*. There are however, some aspects of the summer season data set which
may be regarded as positive. The microwave radiometer, for instance, is a
sensitive indicator of free water whether ponded on the ice surface or between
floes and this feature might be used to decide on ice classes from a high
resolution (aircraft) passive microwave image because of the distinctive melt
pond patterns present in FY and MY ice. A direct relationship appears to exists
between measured brightness temperature and the percentage of ponded water in
the radiometer footprint, although the accuracy with which concentration can be
measured under heavy melt conditions is unknown. The Convair-580 has returned
to the Beaufort Sea to gather data on two missions during freeze-up conditions:
Fall, 1980 and 1981. Although new ice had not grown to FY thickness on either
mission; grey-white ice and younger forms were present and appeared to yield
microwave signatures close to the midwinter values. The total seasonal
variation of the Ku-band scatterometer data is shown in Figure 3 with a
reference curve for a low wind speed, open water situation**.
* Onstott, stulying sea-ice backscatter later in the season found that FY was |
brighter than MY by as much as 8 dB in his X-band, VV polarization results and M
that the MY ice had retained characteristics found in other seasons. We can IM
find small regions of our SAR X-VV imagery which qualitatively exhibit the |
behaviour found by Onstott, but these are the exception rather than the rule in
all our results. It is also worth noting that examples may be found where FY
which has become smooth from melting can appear much darker than MY in the same
imagery, and we therefore attribute these effects to specific surface anomalies.
The general conclusions given here for wet surface conditions have later been
verified by Onstott (Onstott et al., 1982a) and it appears that ice signatures
may change through the summer melt period as brine drainage and
recrystallisation take place.
** The wind alters the radar cross section of the sea considerably and has been
well characterized at Ku-band by Jones et al., 1978. The radar cross section of
ice is unchanged unless the wind results in ice breakup or flooding.
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