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1 1.10 Application of estuarine and coastal classifications in marine ...

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<strong>and</strong>om <strong>and</strong> multi-stage r<strong>and</strong>om (Figure 16). Ultimately, the choice <strong>of</strong> which method to use<br />

depends on survey objectives <strong>and</strong> the types <strong>of</strong> data available.<br />

<strong>1.10</strong>.7 SPATIAL CHANGE ANALYSIS<br />

The analysis <strong>of</strong> spatial <strong>and</strong> thematic changes based on a comparison <strong>of</strong> classified maps<br />

over time is a logical <strong>and</strong> efficient part <strong>of</strong> ecosystem-based management. A wide range <strong>of</strong> remote<br />

sens<strong>in</strong>g technologies are applied to quantify environmental change, with many applications us<strong>in</strong>g<br />

satellite data due to a high frequency <strong>of</strong> repetitive coverage <strong>and</strong> consistency <strong>in</strong> image<br />

characteristics <strong>and</strong> process<strong>in</strong>g techniques. Coastal change detection studies have <strong>in</strong>volved the use<br />

<strong>of</strong> time series data from a wide range <strong>of</strong> sensors <strong>in</strong>clud<strong>in</strong>g Advanced Very High Resolution<br />

Radiometer (AVHRR), L<strong>and</strong>sat Thematic Mapper (TM), Multispectral Scanner (MSS), SPOT<br />

data, aerial photography <strong>and</strong> airborne laser altimetry. At f<strong>in</strong>er spatial scales, subaquatic change<br />

detection has also been performed us<strong>in</strong>g underwater photography <strong>and</strong> video mosaick<strong>in</strong>g. In<br />

addition to remote sens<strong>in</strong>g techniques, a suite <strong>of</strong> pattern metrics <strong>and</strong> spatial statistics commonly<br />

applied <strong>in</strong> l<strong>and</strong>scape ecology provide techniques to quantify the change <strong>in</strong> l<strong>and</strong>scape or seascape<br />

composition <strong>and</strong> spatial configuration. Whatever the technique used for image acquisition, it is<br />

important that a st<strong>and</strong>ardized classification schema is applied <strong>in</strong> comparative analyses to<br />

ma<strong>in</strong>ta<strong>in</strong> consistency <strong>in</strong> the types <strong>of</strong> classes discrim<strong>in</strong>ated.<br />

<strong>1.10</strong>.7.1 NOAA C-CAP Change Detection<br />

44

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