Abstract

The use of drones to study marine animals shows promise for the examination of numerous aspects of their ecology, behaviour, health and movement patterns. However, the responses of some marine phyla to the presence of drones varies broadly, as do the general operational protocols used to study them. Inconsistent methodological approaches could lead to difficulties comparing studies and can call into question the repeatability of research. This review draws on current literature and researchers with a wealth of practical experience to outline the idiosyncrasies of studying various marine taxa with drones. We also outline current best practice for drone operation in marine environments based on the literature and our practical experience in the field. The protocols outlined herein will be of use to researchers interested in incorporating drones as a tool into their research on marine animals and will help form consistent approaches for drone-based studies in the future.

Highlights

  • We provide taxa-specific protocols protocols for the use of drones for jellyfish, sharks, reptilians, marine birds, pinnipeds, for the use oftaxa-specific drones for jellyfish, sharks, reptilians, marine birds, pinnipeds, sirenians, odontocetes, sirenians, odontocetes, and mysticetes that are typically found close to the surface or on land where and mysticetes that typically found close to the surface or on land where drones are effective

  • Given that no marine animal research occurs in isolation and is likely to encounter non-target animals from other taxa that may be impacted by the use of drones in research, we recommend drone pilots choose flight plans that account for the more vulnerable phyla that may be encountered rather than only considering the targeted species

  • That where possible drone research on marine animals is conducted at these altitudes as a minimum, provided target animals are still detectable

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Summary

Overview

The use of drones to study marine animals is increasing as they allow research on the movement, ecology, behaviour, health and habitat use of various marine taxa [1,2]. Since the number of droneflight protocols all istaxa where drones beenthat used with success to prevent known errors in basedon studies rapidly increasing, therehave are concerns drones are being used improperly in ways flight protocols from becoming commonplace These protocols require identifying the traits that may invalidate research results, either through inadequate equipment or through incorrect flight protocols that may impact the behaviour of the observed animals. Of Single-rotors (helicopters) are older platforms with high lift capacity, endurance, and stability in adverse weather platforms are available to marine researchers, and each has different capabilities and strengths. Single-rotorsmachinery are older platforms with high lift capacity, endurance, and stability in adverse (collective pitch, tail rotor, petrol engines), higher risk factors from greater disk loading weather conditions [4]. Since each drone platform has its strengths, some are more adapted to research on one animal taxa more than others

Payloads Available to Drones for Marine Research
Photogrammetry and Structure-from-Motion from Drones
Current Limitations of Drone Technology
Considerations for Drone Operations in Marine Environments
Protocols for the Study of Jellyfish
Unique Aspects of Jellyfish Protocols
Drone Selection for Jellyfish Research
Field Validation
Image Processing
Example Protocol for Studying Jellyfish with Drones
Shark Traits
Impact of Drones on Sharks
Drone Selection for Shark Research
Example Protocol for Studying Sharks with Drones
Traits of Marine Reptiles
Drone Selection for Marine Reptiles
Methodological Difficulties
Example Protocol for Studying Marine Reptiles with Drones
Traits of Marine Birds
Impacts of Drones on Marine Birds
Selection of Drone for Marine Bird Research
Potential Hazards and Methodological Difficulties
Example Protocols for Studying Marine Birds with Drones
Pinniped Traits
Impact of Drones on Pinnipeds
Drone Selection for Pinniped Research
Example Protocol for Studying Pinnipeds with Drones
Traits of Sirenians
Impact of Drones on Sirenians
Drone Selection for Sirenian Research
Detection
Photoidentification and Photogrammetry
Behavioral Studies
Capturing and Health Monitoring
Traits of Dolphins
Drone Selection for Dolphin Research
Behavioural Impacts of Drones on Dolphins
Traits of Baleen Whales
Reducing Disturbance
Drone Selection for Baleen Whales
Individual Sampling
Example Protocol for Studying Whales with Drones
Impacts of Drones on Marine Animals
Use of Drones to Study Fishes
Legislation
Safety and Personal Protective Equipment for Use of Drones in Marine Research
Conclusions
Findings
Methods
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