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(IVAR) - Final Report - Strategic Environmental Research and ...

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Of course, many other factors contribute to both sides of these simple cost <strong>and</strong> benefit<br />

computations. For example, the avian radar can sample at night (see Section 6.2.2.9), when<br />

visual sampling methods are inadequate. On the other h<strong>and</strong>, visual observers can sample in<br />

wooded areas <strong>and</strong> around large structures that could interfere with radar detections. Human<br />

observers can identify targets to species; the radar cannot. The radar can continuously track<br />

targets in 3D in real time throughout the sampling volume; the human observer cannot. Neither<br />

method is effective at sampling targets during heavy precipitation.<br />

In fall 2008, Osmek et al. (2009) found that avian radar data statistically supported the SEA<br />

strategy of building stormwater ponds with bottom-liners <strong>and</strong> netting to mitigate the<br />

attractiveness of these sites to hazardous birds. Using 1,000 hrs of radar effort, these results<br />

indicate treated ponds were no more of an attractant, <strong>and</strong> in some instances less of an attractant,<br />

than mowed grass on the airfield or adjacent wooded areas. These findings help confirm that<br />

SEA need not spend the $5 million to further treat these stormwater ponds with floating covers<br />

as had been suggested.<br />

The relative importance of these different capabilities will vary based on the application:<br />

Identifying targets to species will be important when studying endangered species, while realtime<br />

tracking may be critical in locating travel corridors used by specific groups of birds.<br />

Continuous monitoring can also lead to cost avoidances, such as choosing among potential sites<br />

to locate wind turbines based on long-term bird activity patterns, <strong>and</strong> streaming track data to<br />

biologists in the field (see Section 6.3.1.4) enabling them to respond to an event as it is<br />

happening <strong>and</strong> before it become a greater hazard.<br />

Data Management. Many of the same cost <strong>and</strong> benefit considerations apply to the management<br />

of the data generated by the automated avian radar system <strong>and</strong> the manual field observers. The<br />

radar data are generated, transmitted, <strong>and</strong> stored in a ready-to-used digital form 26 , whereas the<br />

manually collected field data may have to be transcribed, augmented with metadata, <strong>and</strong><br />

organized into data files or a database. While these data transcription <strong>and</strong> management tasks<br />

appear menial, they often require the original investigator (or someone of about the same pay<br />

grade) to interpret field notes, identify errors or inconsistencies in the data, etc. Past experience<br />

(Gerry Key, personal communication) has shown that every hour spent in the field recording<br />

observations manually requires at least one additional hour to process the data – thereby<br />

effectively doubling the cost per observation, or conversely, halving the time that can be spent in<br />

the field for a given project budget.<br />

There are also numerous less-tangible benefits of continuous 24/7 data. Because the radar data are<br />

generated <strong>and</strong> stored in real time, the same data can be used for both immediate applications such<br />

as “sense & alert” (e.g., Section 6.3.1.5) as well as historical (seasonal or yearly) comparisons<br />

(e.g., Section 6.2.2.7). Because they sample day <strong>and</strong> night, digital avian radars are already<br />

leading to the discovery of activity patterns that were not be apparent otherwise, which in turn has<br />

lead new insights into the activity patterns at military facilities (Klope et al., 2009). Automatically<br />

retaining the radar track data in an organized, queryable database increases the opportunities for<br />

broader spatial <strong>and</strong> temporal perspectives of bird activity on military l<strong>and</strong>s. Similarly, these<br />

systems can reduce “data loss” – not having the data to make comparison<br />

26 The data generated by the Accipiter® DRP are in binary form, but the tools provided with the system (e.g., the<br />

TVW <strong>and</strong> TDV) can read these binary files <strong>and</strong> display them graphically or in numerical tabular form.<br />

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