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1 Spatial Modelling of the Terrestrial Environment - Georeferencial

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Remotely Sensed Topographic Data for River Channel Research 119<br />

Figure 6.2 (a) The default photogrammetrically acquired Digital Elevation Model for <strong>the</strong><br />

Waimakariri River at Crossbank in February 2000 and (b) with inundated and vegetated areas<br />

removed using unsupervised classification<br />

precision. In some situations, it may be possible to classify different areas in a surface<br />

as having different precisions (see below) and apply equations (3)–(5) accordingly (i.e.,<br />

regional estimates <strong>of</strong> precision). However, even <strong>the</strong>n, methods must be developed that:<br />

(1) identify and correct localized error, which will essentially remove blunders; and (2)<br />

remove ME, which should deal with <strong>the</strong> effects <strong>of</strong> incorrect functional models, as <strong>the</strong>se<br />

will commonly affect many points over a wide area, ra<strong>the</strong>r than individual points. If blunders<br />

and inaccuracies can be removed, <strong>the</strong>n <strong>the</strong> precision <strong>of</strong> a region <strong>of</strong> a surface will be <strong>the</strong><br />

same as individual data points that constitute that region, and regional measures <strong>of</strong> data<br />

quality become valid.<br />

6.3.3 Error in <strong>the</strong> Waimakariri Study<br />

Many <strong>of</strong> <strong>the</strong> points made in sections 6.3.1 and 6.3.2 are illustrated by considering a default<br />

DEM collected as part <strong>of</strong> <strong>the</strong> Waimakariri study (Figure 6.2(a)). This shows that <strong>the</strong>re is<br />

clearly error in <strong>the</strong> surface. An obvious cause <strong>of</strong> photogrammetric failure is where <strong>the</strong> river

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