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Automated detection of blue whale D-calls using deep learning with a double-observer performance assessment The Journal of the Acoustical Society of America, 2022 (Ref: 17234)
Authors:
Madhusudhana S.Miller B.S.Aulich M.G.Kelly N.
Category 1: Peer-reviewed literature

An automated algorithm for passive acoustic detection of blue whale D-calls is developed based on established deep learning methods for image recognition via the DenseNet architecture. Koogu—an open-source Python package—was used for developing the detector.

An open access dataset for developing automated detectors of Antarctic baleen whale sounds and performance evaluation of two commonly used detectors Scientific Reports, 2021 (Ref: 16777)
Authors:
Miller B.S.The IWC-SORP/SOOS Acoustic Trends Working Group Balcazar N.Nieukirk S.Leroy E.C.Aulich M.Shabangu F.W.Dziak R.P.Lee W.S.Hong J.K.
Category 1: Peer-reviewed literature

Since 2001, hundreds of thousands of hours of underwater acoustic recordings have been made throughout the Southern Ocean south of 60° S. Detailed analysis of the occurrence of marine mammal sounds in these circumpolar recordings could provide novel insights into their ecology…

WhatsUpp? Proof of concept automated detection of 'upcalls' of southern right whales on Antarctic feeding grounds IWC Scientific Committee Meeting (SC69A), Bled, Slovenia, 24 April - 6 May 2023, 2023 (Ref: 16922)
Authors:
Miller B.S.Aulich M.G.Calderan S.V.Carroll E.L.Leaper R.Macauley J.
Category 2: International meeting papers

A proof-of-concept study was conducted to explore the viability of automated acoustic detection of upcall vocalisations produced by southern right whales (Eubalaena australis) on their high-latitude Antarctic feeding grounds. The automated acoustic detector used was that of Shiu et al (2020)…

Deep learning algorithm outperforms experienced human observer at detection of blue whale D-calls: a double-observer analysis Remote Sensing in Ecology and Conservation, 2022 (Ref: 16692)
Authors:
Miller B.S.Madhusudhana S.Aulich M.G.Kelly N.
Category 1: Peer-reviewed literature

An automated algorithm for passive acoustic detection of blue whale D-calls was developed based on established deep learning methods for image recognition via the DenseNet architecture. The detector was trained on annotated acoustic recordings from the Antarctic…

Seasonal Distribution of the Fin Whale (Balaenoptera physalus) in Antarctic and Australian Waters Based on Passive Acoustics Frontiers in Marine Science, 2022 (Ref: 16470)
Authors:
Aulich M.G.McCauley R.D.Miller B.S.Samaran F.Saunders B.J.Erbe C.
Category 1: Peer-reviewed literature

The fin whale is listed as globally vulnerable, with ongoing threats to their population, yet little is known about the distribution and movements of the Southern Hemisphere sub-species, Balaenoptera physalus quoyi.

Diel patterns of fin whale 20 Hz acoustic presence in Eastern Antarctic waters Royal Society Open Science, 2023 (Ref: 16779)
Authors:
Aulich M.G.Miller B.S.Samaran F.McCauley R.D.Saunders B.J.Erbe C.
Category 1: Peer-reviewed literature

This study presents evidence of diel patterns in fin whale (Balaenoptera physalus) 20 Hz acoustic presence in Eastern Antarctic waters. Passive acoustic recordings were collected at four sites in Eastern Antarctica from 2013 to 2019.

Post-glacial regional climate variability along the East Antarctic coastal margin—Evidence from shallow marine and coastal terrestrial records. Earth-Science Reviews, 2011 (Ref: 14637)
Authors:
Verleyen E.Hodgson D.A.Sabbe K.Cremer H.Emslie S.D.Gibson J.Hall B.Imura S.Kudoh S.Marshall G.J.McMinn A.Melles M.Newman L.Roberts D.Roberts S.J.Singh S.M.Sterken M.Tavernier I.Verkulich S.Van de Vyver E.Van Nieuwenhuyze W.Wagner B.Vyverman W.
Category 1: Peer-reviewed literature

Remote sensing space weather events: Antarctic-Arctic Radiation-belt (Dynamic) Deposition - VLF Atmospheric Research Konsortium network Space Weather, 2009 (Ref: 13744)
Authors:
Clilverd M.A.Rodger C.J.Thomson N.R.Brundell J.B.Ulich T.Lichtenberger J.Cobbett N.Collier A.B.Menk F.W.Seppälä A.Verronen P.T.Turunen E.
Category 1: Peer-reviewed literature

The Antarctic-Arctic Radiation-belt (Dynamic) Deposition-VLF Atmospheric Research Konsortium … (AARDDVARK) provides a network of continuous long-range observations of the lower ionosphere in the … polar regions.

World-wide lightning location using VLF propagation in the Earth-ionosphere waveguide Antennas and Propagation Magazine of the IEEE, 2008 (Ref: 13586)
Authors:
Dowden R.L.Holzworth R.H.Rodger C.J.Lichtenberger J.Thomson N.R.Jacobson A.R.Lay E.Brundell J.B.Lyons T.J.O'Keefe S.Kawasaki Z.Price C.Prior V.Ortega P.Weinman J.Mikhailov Y.Veliz O.Qie X.Burns G.Collier A.Pinto Jr O.Diaz R.Adamo C.Williams E.R.Kumar S.Raga G.B.Rosado J.M.Avila E.E.Clilverd M.A.Ulich T.Gorham P.Shanahan T.J.G.Osipowicz T.Cook G.Zhao Y.
Category 1: Peer-reviewed literature

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