Paul Douglas Meek

New South Wales Department of Primary Industries · Invasive Plant and Animal Unit

Detection of small mammals and reptiles using camera traps can be imperfect, and for some species it is almost impossible to confirm species identification using monochrome images because the animals are not sharply focused or distinguishing features cannot be deciphered. We have proof-of-concept evidence that generic reading glass lenses can be us...

In this paper, we set out the prerequisites for the development of killing and restraining trap systems to capture mammals for research, wildlife management and conservation, fur trapping, animal control, and any other activity involving the trapping of a mammal in a mechanical trapping device. We selected them with the main intent of developing ne...

In this paper, we propose standards for killing trap systems based on Proulx et al.'s (2022) prerequisites, which provide context and explanations for our approach. Our aim is to identify assessment protocols that are based on the scientific method, and that include evaluation parameters and threshold levels of acceptation, and laboratory and field...

In this paper, we propose standards for restraining trap systems based on Proulx et al.'s (2022a) prerequisites, which provide context and explanations for our approach. Our aim is to identify assessment protocols that are based on the scientific method, and that include evaluation parameters and threshold levels of acceptation, and laboratory and...

Camera traps provide a valuable tool for surveying wildlife, but theft and vandalism can be costly and pose a constant threat to image data integrity and continuity. Permanent, secure posts represent one solution, but they need constant innovation to account for the persistence and ingenuity of camera trap vandals and thieves. Here we outline the p...

Image data is one of the primary sources of ecological data used in biodiversity conservation and management worldwide. However, classifying and interpreting large numbers of images is time and resource expensive, particularly in the context of camera trapping. Deep learning models have been used to achieve this task but are often not suited to spe...

• A time‐consuming challenge faced by camera trap practitioners is the extraction of meaningful data from images to inform ecological management. An increasingly popular solution is automated image classification software. However, most solutions are not sufficiently robust to be deployed on a large scale due to lack of location invariance when tra...

The parma wallaby (Notomacropus parma Waterhouse, 1846) is a small macropodid marsupial found in the temperate wet forests of south-eastern Australia. It is one of the most understudied critical weight range mammals in Australia, with the only detailed published ecological research being conducted in the 1970s. This chapter reports on the inadequac...

Deep learning (DL) algorithms are the state of the art in automated classification of wildlife camera trap images. The challenge is that the ecologist cannot know in advance how many images per species they need to collect for model training in order to achieve their desired classification accuracy. In fact there is limited empirical evidence in th...

Image data is one of the primary sources of ecological data used in biodiversity conservation and management worldwide. However, classifying and interpreting large numbers of images is time and resource expensive, particularly in the context of camera trapping. Deep learning models have been used to achieve this task but are often not suited to spe...

Rodents are the most widespread and diverse order of vertebrate mycophagists and are key to the dispersal of mycorrhizal fungi. Rodents consume and subsequently disperse fungi through their feces on every continent except Antarctica. This study examines the fungal taxa consumed by the Hastings River mouse (Pseudomys oralis), an endangered Australia...

Mammals that occupy divergent temporal niches are active in worlds that provide different sensory cues. In particular, activity during the day affords greater opportunity to use light to obtain information. But to capitalize on sensory cues, an animal must have a brain that can process them, and brain tissue is costly. Here, we present preliminary...

A time-consuming challenge faced by camera trap practitioners all over the world is the extraction of meaningful data from images to inform ecological management. The primary methods of image processing used by practitioners includes manual analysis and citizen science. An increasingly popular alternative is automated image classification software....

Deep learning (DL) algorithms are the state of the art in automated classification of wildlife camera trap images. The challenge is that the ecologist cannot know in advance how many images per species they need to collect for model training in order to achieve their desired classification accuracy. In fact there is limited empirical evidence in th...

ContextWild dogs, including dingoes and dingo cross-breeds, are vertebrate pests when they cause financial losses and emotional costs by harming livestock or pets, threaten human safety or endanger native fauna. Tools for lethal management of these animals currently include aerial baiting with poisoned baits. In New South Wales (NSW), Australia, ae...

ContextImproving the welfare outcomes for captured animals is critically important and should underpin ‘best-practice’ trapping. Most Australian States and Territories have regulations and guidelines that form a legal framework for the maximum number of hours an animal can be restrained in a trap. Because servicing all traps within preferred time f...

We present ClassifyMe a software tool for the automated identification of animal species from camera trap images. ClassifyMe is intended to be used by ecologists both in the field and in the office. Users can download a pre-trained model specific to their location of interest and then upload the images from a camera trap to a laptop or workstation....

Camera trapping has advanced significantly in Australia over the last two decades. These devices have become more versatile and the associated computer technology has also progressed dramatically since 2011. In the USA, the hunting industry drives most changes to camera traps; however the scientific fraternity has been instrumental in incorporating...

Introducing consumptive and non-consumptive effects into food webs can have profound effects on individuals, populations and communities. Consequently, the deliberate use of predation and/or fear of predation is an emerging technique for controlling wildlife. Many now advocate for the intentional use of large carnivores and livestock guardian dogs...

We present ClassifyMe a software tool for the automated identification of animal species from camera trap images. ClassifyMe is intended to be used by ecologists both in the field and in the office. Users can download a pre-trained model specific to their location of interest and then upload the images from a camera trap to a laptop or workstation....

Livestock vocalisations have been shown to contain information related to animal welfare and behaviour. Automated sound detection has the potential to facilitate a continuous acoustic monitoring system, for use in a range Precision Livestock Farming (PLF) applications. There are few examples of automated livestock vocalisation classification algori...

Introducing consumptive and non-consumptive effects into food webs can have profound effects on individuals, populations and communities. This knowledge has led to the deliberate use of predation and/or fear of predation as an emerging technique for controlling wildlife. Many now advocate for the intentional use of large carnivores and livestock gu...

Context: Wildlife and pest managers and stakeholders should constantly aim to improve animal-welfare outcomes when foot-hold trapping pest animals. To minimise stress and trauma to trapped animals, traps should be checked at least once every 24 h, normally as soon after sunrise as possible. If distance, time, environmental or geographical constrain...

The temporal scale of many studies of dingo ecology is limited by human and physical resources, often constrained by funding cycles. Consequently, research has been skewed towards short-term, snapshot investigations undertaken at a spatial scale that is unrelated to dingo home range size, space use and life history. In turn, the certainty of ecolog...

Abstract Camera traps are increasingly used to monitor wildlife populations and management activities. Failing to detect target occurrence and/or behaviour inhibits the robustness of wildlife surveys. Based on user‐testing, it is reasonable to expect some equipment to malfunction but other sources of failure, such as those caused by theft and vanda...

Foot-hold trapping is an important tool used in pest management programs in countries such as Australia, New Zealand and in North America. Research on humane trapping methods including the addition of sedatives (Tranquilizer Trap Device) and toxins (Lethal Trap Device) to foot-hold traps to improve the welfare of trapped pest animals is important....

We conducted a survey of trappers to gather baseline information on the trapping methods and humane practices used in Australia, the types of traps being used, and the attitudes of trappers. Respondents indicated that they mostly trapped wild dogs and foxes with feral cats as by-catch; rabbits were trapped to a lesser degree. Respondents favoured J...

Livestock vocalizations contain a wealth of information pertaining to welfare state and behaviour. Acoustic monitoring is non-invasive and has potential for numerous Precision Livestock Farming (PLF) applications. A key step in the development of a PLF acoustic monitoring system is the development of stock vocalization detection and classification...

The roles of the 37 species in the family Canidae (the dog family), are of great current interest. The Gray Wolf is the largest canid and their roles in food webs are much researched, as are those of Domestic Dogs, Coyotes and Red Foxes. Much less is known about the other canid species and their ecological roles.Here we describe general food web th...

The temporal niche has received less attention than the spatial niche in ecological research on free-ranging animals. Most studies that have examined the effect of season on the diel activity patterns of small mammals have been conducted in temperate climates where daily temperatures and day length are important predictors of activity. Extremely se...

Camera traps provide a novel and quasicovert method of gathering information on animal behaviour that may otherwise remain undetected without sophisticated and expensive filming equipment. In a rangelands pest management project at Mt Hope in the central west of New South Wales, Australia, we recorded foxes seemingly hunting kangaroos on three occa...

Vandalism and theft of camera traps is common, imposing financial and data losses on wildlife professionals. Like many ‘victims’, our response to a spate of thefts was to attempt to install camera traps at heights we suspected would reduce detection and interference by vandals. We sought to determine if placing camera traps above humans’ eye line,...

Table S2. The possible effects on population abundance estimators of animals that avoid detection of camera traps due to trap‐shyness or startle behaviours or are attracted to camera traps due to trap happiness or approach behaviours.

Video S1. Wild dog behaviour at camera traps.

Table S1. An ethogram of terms used to describe the range of behavioural responses of Australian predators to the presence of camera traps.

Video S2. Feral cat behaviour at camera traps.

Camera trapping is widely used in ecological studies. It is often considered nonintrusive simply because animals are not captured or handled. However, the emission of light and sound from camera traps can be intrusive. We evaluated the daytime and nighttime behavioral responses of four mammalian predators to camera traps in road-based, passive (no...

Abstract. The northern hopping-mouse (Notomys aquilo) is a cryptic and enigmatic rodent endemic to Australia’s monsoonal tropics. Focusing on the insular population on Groote Eylandt, Northern Territory, we present the first study to successfully use live traps, camera traps and radio-tracking to document the ecology of N. aquilo. Searches for sign...

Cannibalism in predators has been reported for a range of species throughout the world, including observations of dingoes (Canis familiaris) eating dingoes in Australia. Here, we report on camera trap observations of dingoes feeding on the carcasses of dingoes and showing aggressive behaviours towards live-trapped conspecifics. At this site, cannib...

Critical evaluations of bait attractiveness for camera trapping wildlife are scant even though use of the most attractive bait should improve detection of cryptic, threatened species. We aimed to determine the most attractive bait for camera trapping the northern hopping-mouse (Notomys aquilo) and sympatric mammals. We also tested the effectiveness...

This paper provides an historical review of the technological evolution of camera trapping as a zoological survey tool in Australia. Camera trapping in Australia began in the 1950s when purpose-built remotely placed cameras were used in attempts to rediscover the thylacine (Thylacinus cynocephalus). However, camera traps did not appear in Australia...

Camera trapping is a relatively new addition to the wildlife survey repertoire in Australia. Its rapid adoption has been unparalleled in ecological science, but objective evaluation of camera traps and their application has not kept pace. With the aim of motivating practitioners to think more about selection and deployment of camera trap models in...

The correct identification of animal signs is imperative when signs are used as evidence of a species' abundance or distribution. On Groote Eylandt, burrow spoil heaps have been used in surveys for the threatened northern hopping-mouse (Notomys aquilo) as this indicator of presence was assumed to be unique to this species in this area. Using camera...

Context Automatically activated cameras (camera traps) and automated poison-delivery devices are increasingly being used to monitor and manage predators such as felids and canids. Maximising visitation rates to sentry positions enhances the efficacy of feral-predator management, especially for feral cats, which are typically less attracted to food-...

Camera trapping is increasingly recognised as a survey tool akin to conventional small mammal survey methods such as Elliott trapping. While there are many cost and resource advantages of using camera traps, their adoption should not compromise scientific rigour. Rodents are a common element of most small mammal surveys. In 2010 we deployed camera...

Wild canids are widespread across most of mainland Australia. They can have major impacts on livestock production and biodiversity values and often necessitate active management. The impacts of free-ranging dogs and foxes should be managed concurrently, as there is often substantial overlap in their impacts and because most available control method...

Camera traps are electrical instruments that emit sounds and light. In recent decades they have become a tool of choice in wildlife research and monitoring. The variability between camera trap models and the methods used are considerable, and little is known about how animals respond to camera trap emissions. It has been reported that some animals...

Camera traps are used by scientists and natural resource managers to acquire ecological data, and the rapidly increasing camera trapping literature highlights how popular this technique has become. Nevertheless, the methodological information reported in camera trap publications can vary widely, making replication of the study difficult. Here we pr...

We describe burrowing behaviour of the elusive northern hopping-mouse (Notomys aquilo) recorded by camera traps. New burrows were observed at the beginning and end of the wet season on Groote Eylandt, Northern Territory. Initial burrow entrances were open for approximately five days before being back-filled, leaving only a spoil heap with pop holes...

Novel bait stations can be used as a targeted method of delivering bait by exploiting behavioural traits of the target species. On Muttonbird Island, New South Wales, the black rat (Rattus rattus) has been baited to aid the conservation of the island's wedge-tailed shearwater (Ardenna pacifica) colony, which may result in poisoning of the sympatric...

The taxonomic uniqueness of island populations is often uncertain which hinders effective prioritization for conservation. The Christmas Island shrew (Crocidura attenuata trichura) is the only member of the highly speciose eutherian family Soricidae recorded from Australia. It is currently classified as a subspecies of the Asian gray or long-tailed...

Camera trapping in scientific research has captivated practitioners globally

Automatically triggered cameras taking photographs or videos of passing animals (camera traps) have emerged over the last decade as one of the most powerful tool for wildlife research. In parallel, a wealth of camera trap systems and models has become commercially available, a phenomenon mainly driven by the increased use of camera traps by sport h...

Camera trapping is a scientific survey technique that involves the placement of heat-and motion-sensing automatic triggered cameras into the ecosystem to record images of animals for the purpose of studying wildlife. As technology continues to advance in sophistication, the use of camera trapping is becoming more widespread and is a crucial tool in...

As they plied the island-studded coastline of the Kimberley, early explorers and nagivators had long referred to problems with rats. Given the threat introduced black rats pose to fragile island ecosystems, the Department of Environment and Conservation set out to determine the level of threat on Sunday Island, or Iwany. Yet such a task produced un...

The taxonomic uniqueness of island populations is often uncertain which hinders effective priori-tization for conservation. The Christmas Island shrew (Crocidura attenuata trichura) is the only member of the highly speciose eutherian family Soricidae recorded from Australia. It is currently classified as a subspecies of the Asian gray or long-taile...

The Christmas Island shrew (Crocidura attenuata trichura) is listed as an endangered species in Australian legislation. The cause of decline and its current status are unknown. In 1997-98 surveys were conducted at 15 sites on Christmas Island to determine the status of C. a. trichura. During 17 months, 4,150 trap nights of surveys were conducted us...

Context. The adoption of camera trapping in place of traditional wildlife survey methods has become common despite inherent flaws in equipment and a dearth of research to test their fit for purpose. Overwhelmingly, the development of commercial camera traps has been driven by the needs of North American hunters. Camera-trap models and features are...

The activity patterns and partitioning of time by four small mammal species, with a focus on the swamp rat (Rattus lutreolus) in northern New South Wales, was investigated using remote camera trapping. Rattus lutreolus activity patterns differed between sites and when in the presence of competitors, it was distinctly diurnal with crepuscular peaks...