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Benthic surveys are a key component of monitoring and conservation efforts for coral reefs worldwide. While traditional image-based surveys rely on manual annotation of photographs to characterise benthic composition, automatic image annotation based on computer vision is becoming increasingly common. However, accurate classification of some benthic groups from reflectance images presents a challenge to local ecologists and computers alike. Most coral reef organisms produce one or a combination of fluorescent pigments, such as Green Fluorescent Protein (GFP)-like proteins found in corals, chlorophyll-a found in all photosynthetic organisms, and phycobiliproteins found in red macroalgae, crustose coralline algae (CCA) and cyanobacteria. Building on the potential of these pigments as a target for automatic image annotation, we developed a novel imaging method based on off-the-shelf components to improve classification of coral and other biotic substrates using a multi-excitation fluorescence (MEF) imaging system. We used RGB cameras to image the fluorescence emission of coral and algal pigments stimulated by narrow-waveband blue and green light, and then combined the information into three-channel pseudocolour images. Using a set of a priori rules defined by the relative pixel intensity produced in different channels, the method achieved successful classification of organisms into three categories based on the dominant fluorescent pigment expressed, facilitating discrimination of traditionally problematic groups. This work provides a conceptual foundation for future technological developments that will improve the cost, accuracy and speed of coral reef surveys.
相似文献Winter is a challenging period for aquatic research—weather is uncomfortable, ice is hazardous, equipment fails, and daylength is short. Consequently, until recently relatively little research on freshwater fishes has included winter. Telemetry methods for tracking fish and observing movement behavior are an obvious solution to working in harsh conditions because much of the data can be collected remotely, and passive methods collect data year-round without winter maintenance. Yet, many telemetry studies do not collect data during winter or, if they do, only report data from the ice-free seasons while the remaining data are unused. Here, we briefly summarize the advantages and limitations of using telemetry methods in winter, including acoustic and radio telemetry and passive integrated transponder technology, then review the range of questions related to fish ecology, behavior, bioenergetics, and habitat use that can be addressed in winter using telemetry. Our goals are to highlight the untapped potential of winter fish biology and to motivate scientists to revisit their four-season telemetry data and incorporate objectives specific to winter biology in future study plans.
相似文献This study was conducted to investigate the antistress potential of resveratrol, a natural polyphenol, in models that reproduce the conditions of acute hypobaric hypoxia and acute alcohol intoxication. Acute alcohol intoxication and acute hypobaric hypoxia induced an increase in the intensity of lipid peroxidation in the membranes of liver mitochondria from mice. Activation of lipid peroxidation was accompanied by swelling and variations in the levels of fatty acids with C18 and C20–22 in the composition of the total lipid fraction of mitochondrial membranes. The index of the unsaturation of fatty acids with C18 was decreased by 7.5% (from 1.69 ± 0.01 to 1.52 ± 0.01). Furthermore, the (20:3ω6+20:5ω3)/22:6ω3 index decreased from 0.23 ± 0.02 to 0.13 ± 0.01 for fatty acids under acute hypobaric hypoxia conditions, suggesting a decrease in eicosanoid metabolism. The administration of 2 × 10–5 mol/kg of resveratrol in animals for 5 days prevented changes in fatty acid composition, inhibiting activation of lipid peroxidation and swelling of mitochondria, thereby affecting physiological parameters. Thus, the adaptogenic properties of resveratrol may be ascribed to the prevention of lipid peroxidation in mitochondrial membranes, which probably affects the functional state of these organelles, contributing to the maintenance of cellular energy metabolism under stress conditions.
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