Cleguer, Christophe (2022) Review of dugong detections from images collected during a dugong survey in New Caledonia. Report. TropWATER, James Cook University, Townsville, QLD, Australia.

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Abstract

The review was undertaken as part of a larger study to retrospectively assess the efficacy and logistical settings of a range of occupied imagery survey approaches on the level and quality of dugong detections. The AI model used by Duclos et al. (2018) was provided limited training based on a very small dataset to detect dugongs. Thus, we recommend that the entire dataset collected by Duclos et al. (2018) should be re-analysed using a more sophisticated highly-trained AI model. A new estimate of dugong abundance could be generated from this counter analysis

Item ID:	80574
Item Type:	Report (Report)
Keywords:	Dugong, New Caledonia, survey, aerial imagery
Related URLs:	Publisher
Copyright Information:	© James Cook University, 2022.
Date Deposited:	25 Sep 2023 22:57
FoR Codes:	41 ENVIRONMENTAL SCIENCES > 4199 Other environmental sciences > 419999 Other environmental sciences not elsewhere classified @ 100%
SEO Codes:	18 ENVIRONMENTAL MANAGEMENT > 1899 Other environmental management > 189999 Other environmental management not elsewhere classified @ 100%
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