A review of unmanned vehicles for the detection and monitoring of marine fauna.

Recent technology developments have turned present-day unmanned systems into realistic alternatives to traditional marine animal survey methods. Benefits include longer survey durations, improved mission safety, mission repeatability, and reduced operational costs. We review the present status of unmanned vehicles suitable for marine animal monitoring conducted in relation to industrial offshore activities, highlighting which systems are suitable for three main monitoring types: population, mitigation, and focal animal monitoring. We describe the technical requirements for each of these monitoring types and discuss the operational aspects. The selection of a specific sensor/platform combination depends critically on the target species and its behaviour. The technical specifications of unmanned platforms and sensors also need to be selected based on the surrounding conditions of a particular offshore project, such as the area of interest, the survey requirements and operational constraints.

[1]  Mark Johnson,et al.  Real-time reporting of baleen whale passive acoustic detections from ocean gliders. , 2013, The Journal of the Acoustical Society of America.

[2]  Amanda Hodgson,et al.  BLIMP-CAM: aerial video observations of marine mammals , 2007 .

[3]  Michael J. Noad,et al.  Using Unmanned Aerial Vehicles for surveys of marine mammals in Australia: test of concept , 2010 .

[4]  D. C. Webb,et al.  SLOCUM: an underwater glider propelled by environmental energy , 2001 .

[5]  V M Contarino,et al.  Techniques for determining marine mammal densities , 2010, OCEANS 2010 MTS/IEEE SEATTLE.

[6]  S. Phinn,et al.  An observational heat budget analysis of a coral reef, Heron Reef, Great Barrier Reef, Australia , 2013 .

[7]  P.D. Fucile,et al.  A Self Contained Recorder For Acoustic Observations from AUV's , 2006, OCEANS 2006.

[8]  Tor Arne Johansen,et al.  Tracking of marine surface objects from unmanned aerial vehicles with a pan/tilt unit using a thermal camera and optical flow , 2016, 2016 International Conference on Unmanned Aircraft Systems (ICUAS).

[9]  P. Stabeno,et al.  Advances in Ecosystem Research: Saildrone Surveys of Oceanography, Fish, and Marine Mammals in the Bering Sea , 2017 .

[10]  A Review and Inventory of Unmanned Aerial Systems for Detection and Monitoring of Key Biological Resources and Physical Parameters Affecting Marine Life During Offshore , 2009 .

[11]  Matthew J. Oliver,et al.  Habitat selection of a coastal shark species estimated from an autonomous underwater vehicle , 2015 .

[12]  Gerald L. D'Spain Flying Wing Autonomous Underwater Glider for Basic Research in Ocean Acoustics, Signal/Array Processing, Underwater Autonomous Vehicle Technology, Oceanography, Geophysics, and Marine Biological Studies , 2009 .

[13]  J. Theriault,et al.  Comparing methods suitable for monitoring marine mammals in low visibility conditions during seismic surveys. , 2018, Marine pollution bulletin.

[14]  D. Ketten Marine mammal auditory systems : a summary of audiometric and anatomical data and its implications for underwater acoustic impacts , 1998 .

[15]  Kenichi Asakawa,et al.  Design concept of Tsukuyomi — Underwater glider prototype for virtual mooring , 2011, OCEANS 2011 IEEE - Spain.

[16]  C. C. Eriksen,et al.  Seaglider: a long-range autonomous underwater vehicle for oceanographic research , 2001 .

[17]  Douglas Gillespie,et al.  Sperm whale abundance estimates from acoustic surveys of the Ionian Sea and Straits of Sicily in 2003 , 2007, Journal of the Marine Biological Association of the United Kingdom.

[18]  Mario P. Brito,et al.  Underwater glider reliability and implications for survey design , 2014 .

[19]  H. P. Thamm SUSI 62 A ROBUST AND SAFE PARACHUTE UAV WITH LONG FLIGHT TIME AND GOOD PAYLOAD , 2012 .

[20]  S. Buckland Introduction to distance sampling : estimating abundance of biological populations , 2001 .

[21]  David Meyer Glider Technology for Ocean Observations: A Review , 2016 .

[22]  Len Thomas,et al.  Spatio-temporal variation in click production rates of beaked whales: Implications for passive acoustic density estimation. , 2017, The Journal of the Acoustical Society of America.

[23]  M. Caccia,et al.  Autonomous Surface Craft: prototypes and basic research issues , 2006, 2006 14th Mediterranean Conference on Control and Automation.

[24]  S. Riser,et al.  The Argo Program : observing the global ocean with profiling floats , 2009 .

[25]  Julie N. Oswald,et al.  A review and inventory of fixed autonomous recorders for passive acoustic monitoring of marine mammals: 2013 state-of-the-industry , 2013, 2013 IEEE/OES Acoustics in Underwater Geosciences Symposium.

[26]  GORDON HASTIE TRACKING MARINE MAMMALS AROUND MARINE RENEWABLE ENERGY DEVICES USING ACTIVE SONAR , 2013 .

[27]  P. Petitgas,et al.  Pelagic fish stock assessment by acoustic methods at Ifremer , 2010 .

[28]  Michael Oswald,et al.  Acoustic classification of dolphins in the California Current using whistles, echolocation clicks, and burst pulses , 2017 .

[29]  B. Bett,et al.  Autonomous Underwater Vehicles (AUVs): Their past, present and future contributions to the advancement of marine geoscience , 2014 .

[30]  Gwyn Griffiths,et al.  Technology and applications of autonomous underwater vehicles , 2002 .

[31]  Regina Bispo,et al.  Accounting for animal density gradients using independent information in distance sampling surveys , 2013, Stat. Methods Appl..

[32]  Ben C. Stevenson,et al.  A Unifying Model for Capture–Recapture and Distance Sampling Surveys of Wildlife Populations , 2015, Journal of the American Statistical Association.

[33]  Carl L. Hubbs,et al.  SCRIPPS INSTITUTION OF OCEANOGRAPHY, UNIVERSITY OF CALIFORNIA , 1963 .

[34]  N. Patrikalakis,et al.  Monitoring harmful algal blooms in Singapore: Developing a HABs observing system , 2012, 2012 Oceans - Yeosu.

[35]  David L. Borchers,et al.  A general framework for animal density estimation from acoustic detections across a fixed microphone array , 2015 .

[36]  D. Ketten Sonars and Strandings: Are Beaked Whales the Aquatic Acoustic Canary , 2014 .

[37]  David A. Mann,et al.  Listening to Fish , 2006 .

[38]  D L Borchers,et al.  Using Hidden Markov Models to Deal with Availability Bias on Line Transect Surveys , 2013, Biometrics.

[39]  T.J. Osse,et al.  The Deepglider: A Full Ocean Depth Glider for Oceanographic Research , 2007, OCEANS 2007.

[40]  Agus Budiyono,et al.  Advances in unmanned underwater vehicles technologies: Modeling, control and guidance perspectives , 2009 .

[41]  B. deYoung,et al.  Response of individual shoaling Atlantic cod to ocean currents on the northeast Newfoundland Shelf , 2000 .

[42]  Judith A. Curry,et al.  Application of Aerosondes to Melt-Pond Observations over Arctic Sea Ice , 2006 .

[43]  G. Huse,et al.  Spatially explicit estimates of stock sizes, structure and biomass of herring and blue whiting, and catch data of bluefin tuna , 2014 .

[44]  U. Siebert,et al.  Temporary shift in masked hearing thresholds in a harbor porpoise (Phocoena phocoena) after exposure to seismic airgun stimuli. , 2009, The Journal of the Acoustical Society of America.

[45]  Peter Corke,et al.  Autonomous aerial navigation and tracking of marine animals , 2011, ICRA 2011.

[46]  Timothy Coppack,et al.  MONITORING SEABIRDS AND MARINE MAMMALS BY GEOREFERENCED AERIAL PHOTOGRAPHY , 2016 .

[47]  E. Spirandelli,et al.  Aluminum hull USV for coastal water and seafloor monitoring , 2009, OCEANS 2009-EUROPE.

[48]  Mark A. Moline,et al.  Tracking and Following a Tagged Leopard Shark with an Autonomous Underwater Vehicle , 2013, J. Field Robotics.

[50]  Dezhang Chu,et al.  A Wave Glider Approach to Fisheries Acoustics: Transforming How We Monitor the Nation's Commercial Fisheries in the 21st Century , 2014 .

[51]  Lorenzo Fiori,et al.  The Use of Unmanned Aerial Systems in Marine Mammal Research , 2017, Remote. Sens..

[52]  Gwyn Griffiths,et al.  Investigating the feasibility of utilizing AUV and Glider technology for mapping and monitoring of the UK MPA network. Final report for Defra project MB0118 , 2013 .

[53]  Kate L. Brookes,et al.  Variation in harbour porpoise activity in response to seismic survey noise , 2014, Biology Letters.

[54]  X. Maldague,et al.  Infrared Vision: Visual Inspection Beyond the Visible Spectrum , 2015 .

[55]  G. Verhoeven,et al.  Helikite aerial photography – a versatile means of unmanned, radio controlled, low‐altitude aerial archaeology , 2009 .

[56]  J. Redfern,et al.  Habitat-based spatial models of cetacean density in the eastern Pacific Ocean , 2012 .

[57]  E. Murphy,et al.  An assessment of the use of ocean gliders to undertake acoustic measurements of zooplankton: the distribution and density of Antarctic krill (Euphausia superba) in the Weddell Sea. , 2014 .

[58]  J. Wroblewski,et al.  Observations of Adult Atlantic Cod (Gadus morhua) Overwintering in Nearshore Waters of Trinity Bay, Newfoundland , 1994 .

[59]  Dale M. Webber,et al.  Ultrasonic Telemetry, Tracking and Automated Monitoring Technology for Sharks , 2001, Environmental Biology of Fishes.

[60]  Jonathan Gordon,et al.  Automatic detection and classification of odontocete whistles. , 2013, The Journal of the Acoustical Society of America.

[61]  Thomas M. Grothues,et al.  Comparing autonomous underwater vehicle (AUV) and vessel-based tracking performance for locating acoustically tagged fish , 2014 .

[62]  Thomas Ludwig,et al.  Design of a process model for unmanned aerial systems (UAS) in emergencies , 2013, ISCRAM.

[63]  Russ E. Davis,et al.  Autonomous Buoyancy-Driven Underwater Gliders , 2002 .

[64]  Stefan B. Williams,et al.  Autonomous underwater vehicle–assisted surveying of drowned reefs on the shelf edge of the Great Barrier Reef, Australia , 2010, J. Field Robotics.

[65]  Lars Kindermann,et al.  Automatic Round-the-Clock Detection of Whales for Mitigation from Underwater Noise Impacts , 2013, PloS one.

[66]  S. Bushinsky,et al.  Oxygen Concentrations and Biological Fluxes in the Open Ocean , 2014 .

[67]  J. Imlach,et al.  Modification of a military grade glider for coastal scientific applications , 2012, 2012 Oceans.

[68]  Len Thomas,et al.  Dose-response relationships for the onset of avoidance of sonar by free-ranging killer whales. , 2014, The Journal of the Acoustical Society of America.

[69]  R. Davis,et al.  The autonomous underwater glider "Spray" , 2001 .

[70]  W. Perryman,et al.  Photogrammetry of killer whales using a small hexacopter launched at sea1 , 2015 .

[71]  L. Ostrovsky,et al.  Thermal Footprints of Whales , 2009 .

[72]  David Borchers,et al.  A non-technical overview of spatially explicit capture–recapture models , 2012, Journal of Ornithology.

[73]  P. Tyack,et al.  Estimating animal population density using passive acoustics , 2012, Biological reviews of the Cambridge Philosophical Society.

[74]  Paul G. Fernandes,et al.  Autonomous underwater vehicles: future platforms for fisheries acoustics , 2003 .

[75]  John R. Potter,et al.  A review of the effects of seismic surveys on marine mammals , 2003 .

[76]  P. Miller,et al.  High thresholds for avoidance of sonar by free-ranging long-finned pilot whales (Globicephala melas). , 2014, Marine pollution bulletin.

[77]  J. Barlow,et al.  Diving behavior of Cuvier's beaked whales inferred from three-dimensional acoustic localization and tracking using a nested array of drifting hydrophone recorders. , 2018, The Journal of the Acoustical Society of America.

[78]  Trent L. McDonald,et al.  Evaluation of an Unmanned Airborne System for Monitoring Marine Mammals , 2009 .

[79]  Lee Freitag,et al.  Passive and active acoustics using an autonomous wave glider , 2012, J. Field Robotics.

[80]  Peter I. Miller,et al.  Assessing the potential of autonomous submarine gliders for ecosystem monitoring across multiple trophic levels (plankton to cetaceans) and pollutants in shallow shelf seas , 2014 .

[81]  Jon Schoonmaker,et al.  Modular multi-channel imaging system for littoral observation and target detection , 2012, Defense, Security, and Sensing.

[82]  M. Funaki,et al.  Outline of a small unmanned aerial vehicle (Ant-Plane) designed for Antarctic research , 2008 .