15: Effect of Broadband Nature of Marine Mammal Echolocation Clicks on Click-based Population Density Estimates
نویسنده
چکیده
This project aims to demonstrate how the detection process of broadband clicks can be modeled for different marine mammal species and detectors and assess the magnitude of error on the estimated density due to various commonly used simplifying assumptions in the modeling process. Our main purposes are to quantify potential biases in the population density estimate for selected species and detectors caused by narrowband assumptions made in the passive sonar equation when modeling detectability of broadband clicks, and to understand the factors affecting the magnitude of this bias to enable extrapolation to other species and detectors.
منابع مشابه
15: Effect of Broadband Nature of Marine Mammal Echolocation Clicks on Click-based Population Density Estimates
This project aims to demonstrate how the detection process of broadband clicks can be modeled for different marine mammal species and detectors and assess the magnitude of error on the estimated density due to various commonly used simplifying assumptions in the modeling process. Our main purposes are to quantify potential biases in the population density estimate for selected species and detec...
متن کامل14: Effect of Broadband Nature of Marine Mammal Echolocation Clicks on Click-based Population Density Estimates
This project aims to demonstrate how the detection process of broadband clicks can be modeled for different marine mammal species and assess the magnitude of error on the estimated density due to various commonly used simplifying assumptions. Our main purposes are to quantify the bias in the population density estimate for selected species and detector due to use of the narrow band approximatio...
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Odontocete echolocation clicks have been used as a preferred cue for density estimation using single-sensor data sets, requiring estimation of detection probability as a function of range. Many such clicks can be very broadband in nature, with 10-dB bandwidths of 20-40 kHz or more. Detection distances are not readily obtained from single-sensor data. Here, the average detection probability is e...
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Delphinids produce large numbers of short duration, broadband echolocation clicks which may be useful for species classification in passive acoustic monitoring efforts. A challenge in echolocation click classification is to overcome the many sources of variability to recognize underlying patterns across many detections. An automated unsupervised network-based classification method was developed...
متن کاملFeature-Aided Tracking for Marine Mammal Detection and Classification
This paper presents a method to detect and classify odontocete echolocation clicks as well as to estimate the number of animals that are vocalizing. A transient detector using the Page test [1-3] is used to extract the clicks: the click time, the click duration, the click amplitude and the spectral information of the clicks are extracted. A probability distribution over the species is assigned ...
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تاریخ انتشار 2015