DoLP characterization of clustering results (HCA, un-pol. and co-pol. datasets).
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posted on 2024-11-01, 17:34 authored by Dolores Bernenko, Meng Li, Hampus Månefjord, Samuel Jansson, Anna Runemark, Carsten Kirkeby, Mikkel BrydegaardComparison of HCA clustering results (black) with random clustering (gray).
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wing beat frequencypartially predicted evenlidar polarization bandsinsect diversity estimationinforming conservation planninggaussian mixture modelentomological lidar offersenabling rapid identificationdiscernible signal typesdaily activity patternscurrent photonic sensorsassessing insect biodiversitypolarimetric properties couldphysical propertiesunpolarized lightunique solutionspecies richnessspecies representedspatial distributionsignificant challengereach tensminor improvementmeter transectlower boundintrusive toolidentifying insectsfield settingsexisting insectsevaluating effortsdifferentiating speciescurrently limitedclusters correlateclustered observationsanalysis showsalgorithm sophistication533 observations
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