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Ecology, management and conservation in natural and modified habitats
RESEARCH ARTICLE

Reliable detection of low-density Pacific rats by using camera trapping

Sze Wing Yiu https://orcid.org/0000-0002-9554-0960 A * , Markus Gronwald A and James C. Russell https://orcid.org/0000-0002-5901-6416 A
+ Author Affiliations
- Author Affiliations

A School of Biological Sciences, University of Auckland, Auckland 1010, New Zealand.

* Correspondence to: cwingyiu@gmail.com

Handling Editor: Steven Belmain

Wildlife Research 50(5) 398-411 https://doi.org/10.1071/WR22039
Submitted: 28 February 2022  Accepted: 26 May 2022   Published: 3 August 2022

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing

Abstract

Context: Long-term monitoring is essential for control and eradication of invasive mammalian predators. Relative abundance indices are increasingly used when assessing population changes. However, indexing assumes constant detectability, when, in fact, it varies depending on numerous factors, including the type and spacing of monitoring devices, seasons, vegetation types, and inter- and intra-specific interactions.

Aims: We studied a population of Pacific rat (Rattus exulans) and examined the influence of vegetation types, seasons and inter-specific interactions on their detection.

Methods: We deployed tracking-tunnels, live-traps, chew cards, and trail cameras in three vegetation types during summer and winter. Detection rates of Pacific rats, mice (Mus musculus), stoats (Mustela erminea) and weka (Gallirallus australis) were calculated and compared among vegetation types, seasons and devices.

Key results: Pacific rats were not detected by any monitoring devices in the farmland, despite their presence in this habitat. In the forest and shrubland, cameras had the highest detection rate among all of the monitoring devices, whereas live-trap and chew cards failed to detect rats. Tracking tunnels detected Pacific rats only in the shrubland. Camera detections of Pacific rats were lower in winter than in summer, and detections were dominated by weka and stoats for both seasons. The seasonal effects may have reflected the population cycle of Pacific rats. Weka and stoats caused substantial physical interference to the tracking tunnels, live-traps and chew cards, which is likely to have deterred Pacific rat interactions through imposing high predation risks.

Conclusions: Cameras were the most effective device at detecting Pacific rats in low density and under high predator disturbances. Tracking tunnels and chew cards that are successful at detecting other Rattus spp. might not be reliable for detecting Pacific rats.

Implications: We recommend using camera monitoring for rodents where population density is low, or predator disturbance is high, and species are identifiable from pictures. Studies that draw inferences from relative abundance indices on rodents should exercise caution when rodent detectability is unknown.

Keywords: camera trapping, density, detectability, invasive predator, live-trapping, New Zealand, Rattus exulans, rodent.


References

Adams, AAY, Stanford, JW, Wiewel, AS, and Rodda, GH (2011). Modelling detectability of Polynesian rat (Rattus exulans) on Aguiguan, Mariana Islands, to inform possible eradication and monitoring efforts. New Zealand Journal of Ecology 35, 145–152.

Adduci, LB, León, VA, Schlötelburg, A, Busch, M, and Fraschina, J (2021). Avoidance behaviour in laboratory house mice (Mus musculus) and Norway rats (Rattus norvegicus) towards predator odours. PLoS ONE 16, e0245441.
Avoidance behaviour in laboratory house mice (Mus musculus) and Norway rats (Rattus norvegicus) towards predator odours.Crossref | GoogleScholarGoogle Scholar |

Agostinelli C, Lund U (2017) R package ‘circular’: Circular Statistics (version 0.4-93). Available at https://r-forge.r-project.org/projects/circular/

Amni, WN, Ravindran, S, Saufi, S, Hamid, NH, Abidin, CMRZ, Ahmad, AH, and Salim, H (2019). Commensal small mammal species and bait preferences in urban areas of Penang Island. Malaysian Journal of Science 38, 18–30.
Commensal small mammal species and bait preferences in urban areas of Penang Island.Crossref | GoogleScholarGoogle Scholar |

Barnett SA (1988) Exploring, sampling, neophobia, and feeding. In ‘Rodent pest management’, 1st edn. (Ed. I Prakash) pp. 295–320. (CRC Press: FL, USA)

Barney, SK, Leopold, DR, Francisco, K, Flaspohler, DJ, Fukami, T, Giardina, CP, and Rankin, EEW (2021). Successful management of invasive rats across a fragmented landscape. Environmental Conservation 48, 200–207.
Successful management of invasive rats across a fragmented landscape.Crossref | GoogleScholarGoogle Scholar |

Barton K (2020) MuMIn: Multi-Model Inference. R package version 1.43.17. Available at https://CRAN.R-project.org/package=MuMIn.

Berger-Tal, O, Embar, K, Kotler, BP, and Saltz, D (2015). Everybody loses: intraspecific competition induces tragedy of the commons in Allenby’s gerbils. Ecology 96, 54–61.
Everybody loses: intraspecific competition induces tragedy of the commons in Allenby’s gerbils.Crossref | GoogleScholarGoogle Scholar |

Blackwell, GL, Potter, MA, and McLennan, JA (2002). Rodent density indices from tracking tunnels, snap-traps and Fenn traps: do they tell the same story? New Zealand Journal of Ecology 26, 43–51.

Bramley, GN (2014). Home ranges and interactions of Polynesian rat (Rattus exulans) and Norway rats (R. norvegicus) on Kapiti Island, New Zealand. New Zealand Journal of Ecology 38, 328–334.

Bridgman, L, Innes, J, Gillies, C, Fitzgerald, N, Rohan, M, and King, C (2018). Interactions between ship rats and house mice at Pureora Forest Park. New Zealand Journal of Zoology 45, 238–256.
Interactions between ship rats and house mice at Pureora Forest Park.Crossref | GoogleScholarGoogle Scholar |

Broome KG, Golding C, Brown KP, Corson P, Bell P (2017) Rat eradication using aerial baiting: Current agreed best practice used in New Zealand (Version 3.1). New Zealand Department of Conservation internal document DOC-29396, Wellington, New Zealand.

Buckingham RP, Elliott GP (1979) D’Urville Island fauna survey. Ecology division report, pp. 1–134. Ecology Division, D.S.I.R., Nelson, New Zealand.

Burge, OR, Kelly, D, and Wilmshurst, JM (2017). Interspecies interference and monitoring duration affect detection rates in chew cards. Austral Ecology 42, 522–532.
Interspecies interference and monitoring duration affect detection rates in chew cards.Crossref | GoogleScholarGoogle Scholar |

Burger, JR, Chesh, AS, Castro, RA, Tolhuysen, LO, Torre, I, Ebensperger, LA, and Hayes, LD (2009). The influence of trap type on evaluating population structure of the semifossorial and social rodent Octodon degus. Acta Theriologica 54, 311–320.
The influence of trap type on evaluating population structure of the semifossorial and social rodent Octodon degus.Crossref | GoogleScholarGoogle Scholar |

Burnham A, Anderson DR (2002) ‘Model selection and multimodel inference: a practical information-theoretic approach’, 2nd edn. (Springer-Verlag: New York, NY, USA)

Burnham, KP, Anderson, DR, and Huyvaert, KP (2011). AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons. Behavioral Ecology and Sociobiology 65, 23–35.
AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons.Crossref | GoogleScholarGoogle Scholar |

Butler D, Macalister A (2016) D’Urville Island stoat eradication feasibility assessment project report (Report no. CCPF2-043). D’Urville Island Stoat Eradication Charitable Trust, New Zealand.

Carpenter, JK, Innes, JG, Wood, JR, and Lyver, POB (2021). Good predators: the roles of weka (Gallirallus australis) in New Zealand’s past and present ecosystems. New Zealand Journal of Ecology 45, 3425.
Good predators: the roles of weka (Gallirallus australis) in New Zealand’s past and present ecosystems.Crossref | GoogleScholarGoogle Scholar |

Carter, ZT, Bodey, TW, and Russell, JC (2021). Terrestrial vertebrate survey of Motukawanui. New Zealand Journal of Zoology 48, 174–184.
Terrestrial vertebrate survey of Motukawanui.Crossref | GoogleScholarGoogle Scholar |

Carthey, AJR, and Banks, PB (2015). Foraging in groups affects giving-up densities: solo foragers quit sooner. Oecologia 178, 707–713.
Foraging in groups affects giving-up densities: solo foragers quit sooner.Crossref | GoogleScholarGoogle Scholar |

Chappell PR (2016) ‘The climate and weather of Marlborough.’ NIWA Science and technology series No. 69. (NIWA: New Zealand)

Clapperton BK (2006) ‘A review of the current knowledge of rodent behaviour in relation to control devices. Science and Technical Publishing (Vol. 263).’ (Department of Conservation: New Zealand)

Davidson, DL, and Morris, DW (2001). Density-dependent foraging effort of deer mice (Peromyscus maniculatus). Functional Ecology 15, 575–583.
Density-dependent foraging effort of deer mice (Peromyscus maniculatus).Crossref | GoogleScholarGoogle Scholar |

De Bondi, N, White, JG, Stevens, M, and Cooke, R (2010). A comparison of the effectiveness of camera trapping and live trapping for sampling terrestrial small-mammal communities. Wildlife Research 37, 456–465.
A comparison of the effectiveness of camera trapping and live trapping for sampling terrestrial small-mammal communities.Crossref | GoogleScholarGoogle Scholar |

Murphy, EC, Clapperton, BK, Bradfield, PMF, and Speed, HJ (1998). Effects of rat-poisoning operations on abundance and diet of mustelids in New Zealand podocarp forests. New Zealand Journal of Zoology 25, 315–328.
Effects of rat-poisoning operations on abundance and diet of mustelids in New Zealand podocarp forests.Crossref | GoogleScholarGoogle Scholar |

Farnworth, B, Meitern, R, Innes, J, and Waas, JR (2019). Increasing predation risk with light reduces speed, exploration and visit duration of invasive ship rats (Rattus rattus). Scientific Reports 9, 3739.
Increasing predation risk with light reduces speed, exploration and visit duration of invasive ship rats (Rattus rattus).Crossref | GoogleScholarGoogle Scholar |

Farnworth, B, Innes, J, Kelly, C, and Waas, JR (2020). Who’s in the hood? Assessing a novel rodent deterrent at pest fencing in New Zealand. New Zealand Journal of Zoology 47, 220–232.
Who’s in the hood? Assessing a novel rodent deterrent at pest fencing in New Zealand.Crossref | GoogleScholarGoogle Scholar |

Garvey, PM, Banks, PB, Suraci, JP, Bodey, TW, Glen, AS, Jones, CJ, McArthur, C, Norbury, GL, Price, CJ, Russell, JC, and Sih, A (2020). Leveraging motivations, personality, and sensory cues for vertebrate pest management. Trends in Ecology & Evolution 35, 990–1000.
Leveraging motivations, personality, and sensory cues for vertebrate pest management.Crossref | GoogleScholarGoogle Scholar |

Gillies C (2021) Interim DOC trail camera guide v1.1.0: using camera traps to monitor feral cats, mustelids and rats. In ‘Biodiversity inventory and monitoring toolbox’. (Eds T Greene, K McNutt) (Department of Conservation: Wellington, New Zealand). Available at https://www.doc.govt.nz/Documents/science-and-technical/inventory-monitoring/im-toolbox-animal-pests-using-tracking-tunnels-to-monitor-rodents-and-mustelids.pdf

Glen, AS, Warburton, B, Cruz, J, and Coleman, M (2014). Comparison of camera traps and kill traps for detecting mammalian predators: a field trial. New Zealand Journal of Zoology 41, 155–160.
Comparison of camera traps and kill traps for detecting mammalian predators: a field trial.Crossref | GoogleScholarGoogle Scholar |

Gorosito, IL, Bermúdez, MM, Benítez, AM, and Busch, M (2022). Short-term extra food supply effects on detectability of two rodent species in Pampean agroecosystems, Argentina. Mammal Research 67, 61–72.
Short-term extra food supply effects on detectability of two rodent species in Pampean agroecosystems, Argentina.Crossref | GoogleScholarGoogle Scholar |

Gronwald M, Russell JC (2020) Trappability of low density invasive rats. In ‘Proceedings of the 29th Vertebrate Pest Conference’. (Ed. DM Woods). (University of California) Available at https://escholarship.org/uc/item/402476qd

Hancock B (2008) The influence of ship rats (Rattus rattus) on the habitat preferences of the house mouse (Mus musculus). MSc thesis, Victoria University of Wellington, New Zealand.

Hanslowe EB (2021) Invasive predator-prey dynamics and monitoring in Guam forests. MSc thesis, Colorado State University, USA.

Harper, GA, and Bunbury, N (2015). Invasive rats on tropical islands: their population biology and impacts on native species. Global Ecology and Conservation 3, 607–627.
Invasive rats on tropical islands: their population biology and impacts on native species.Crossref | GoogleScholarGoogle Scholar |

Harper, GA, Dickinson, KJ, and Seddon, PJ (2005). Habitat use by three rat species (Rattus spp.) on Stewart Island/Rakiura, New Zealand. New Zealand Journal of Ecology 29, 251–260.

Hernández, MC, Navarro-Castilla, Á, Planillo, A, Sánchez-González, B, and Barja, I (2018). The landscape of fear: why some free-ranging rodents choose repeated live-trapping over predation risk and how it is associated with the physiological stress response. Behavioural Processes 157, 125–132.
The landscape of fear: why some free-ranging rodents choose repeated live-trapping over predation risk and how it is associated with the physiological stress response.Crossref | GoogleScholarGoogle Scholar |

Henke, SE, and Bryant, FC (1999). Effects of coyote removal on the faunal community in western Texas. The Journal of Wildlife Management 63, 1066–1081.
Effects of coyote removal on the faunal community in western Texas.Crossref | GoogleScholarGoogle Scholar |

Hice CL, Velazco PM (2013) ‘Relative effectiveness of several bait and trap types for assessing terrestrial small mammal communities in Neotropical rainforest.’ Museum of Texas Tech University Occasional Papers. vol. 316, pp. 1–15. (Museum of Texas Tech University)

Inglis, IR, Shepherd, DS, Smith, P, Haynes, PJ, Bull, DS, Cowan, DP, and Whitehead, D (1996). Foraging behaviour of wild rats (Rattus norvegicus) towards new foods and bait containers. Applied Animal Behaviour Science 47, 175–190.
Foraging behaviour of wild rats (Rattus norvegicus) towards new foods and bait containers.Crossref | GoogleScholarGoogle Scholar |

Johnstone, KC, McArthur, C, and Banks, PB (2021). Behavioural drivers of survey bias: interactive effects of personality, the perceived risk and device properties. Oecologia 197, 117–127.
Behavioural drivers of survey bias: interactive effects of personality, the perceived risk and device properties.Crossref | GoogleScholarGoogle Scholar |

Jones, C, Lyver, P, Whitehead, A, Forrester, G, Parkes, J, and Sheehan, M (2015). Grey-faced petrel (Pterodroma gouldi) productivity unaffected by Polynesian rat (Pacific rats, Rattus exulans) on a New Zealand offshore island. New Zealand Journal of Zoology 42, 131–144.
Grey-faced petrel (Pterodroma gouldi) productivity unaffected by Polynesian rat (Pacific rats, Rattus exulans) on a New Zealand offshore island.Crossref | GoogleScholarGoogle Scholar |

Kim, JHK, Corson, P, Mulgan, N, and Russell, JC (2020). Rapid eradication assessment (REA): a tool for pest absence confirmation. Wildlife Research 47, 128–136.
Rapid eradication assessment (REA): a tool for pest absence confirmation.Crossref | GoogleScholarGoogle Scholar |

King CM, Veale AJ, Murphy EC, Garvey P, Byrom AE (2021) Family Mustelidae. In ‘The handbook of New Zealand mammals’. (Eds CM King, DM Forsyth) pp. 285–329. (Otago University Press: Dunedin, New Zealand)

Krijger, IM, Belmain, SR, Singleton, GR, Groot Koerkamp, PW, and Meerburg, BG (2017). The need to implement the landscape of fear within rodent pest management strategies. Pest Management Science 73, 2397–2402.
The need to implement the landscape of fear within rodent pest management strategies.Crossref | GoogleScholarGoogle Scholar |

Laundré, JW, Hernández, L, and Ripple, WJ (2010). The landscape of fear: ecological implications of being afraid. The Open Ecology Journal 3, 1–7.

Macalister A (2021) Do stoat detection and encounter rates increase through the introduction of salmon oil into ZIP Motolure cartridges? Trial Report, pp. 1–9. Rangitoto Birdsong Project, Marlborough, New Zealand.

Macalister A, Butler D (2017) ‘D’urville island stoat eradication project plan.’ (RandD Environmental Ltd: New Zealand)

Mahlaba, TAA, Monadjem, A, McCleery, R, and Belmain, SR (2017). Domestic cats and dogs create a landscape of fear for pest rodents around rural homesteads. PLoS ONE 12, e0171593.
Domestic cats and dogs create a landscape of fear for pest rodents around rural homesteads.Crossref | GoogleScholarGoogle Scholar |

Maitz, WE, and Dickman, CR (2001). Competition and habitat use in native Australian Rattus: is competition intense, or important? Oecologia 128, 526–538.
Competition and habitat use in native Australian Rattus: is competition intense, or important?Crossref | GoogleScholarGoogle Scholar |

Marlborough District Council (2009) A summary of results from an ecological survey of significant natural areas on private land in Marlborough, North of the Wairau River. Marlbourough District Council, New Zealand.

Marshall S, Hughes GD, Kozar K (2008) Small, non-native mammal inventory in Kalaupapa National Historical Park. Technical Report 158. Pacific Cooperative Studies Unit, University of Hawai’i at Manoa, Honolulu, HI, USA.

Matisoo-Smith, E, and Robins, JH (2004). Origins and dispersals of Pacific peoples: evidence from mtDNA phylogenies of the Pacific rat. Proceedings of the National Academy of Sciences of the United States of America 101, 9167–9172.
Origins and dispersals of Pacific peoples: evidence from mtDNA phylogenies of the Pacific rat.Crossref | GoogleScholarGoogle Scholar |

McClelland PJ (2002) Eradication of Pacific rats (Rattus exulans) from Whenua Hou Nature Reserve (Codfish Island), Putauhinu and Rarotoka Islands, New Zealand. In ‘Turning the tide: the eradication of invasive species’. (Eds CR Veitch, MN Clout) pp. 173–181. (IUCN SSC Invasive Species Specialist Group, IUCN: Gland, Switzerland; and Cambridge, UK)

Meredith M, Ridout M (2021) Overview of the overlap package. R Vignette. Available at https://cran.r-project.org/web/packages/overlap/vignettes/overlap.pdf

Miller, CJ, and Miller, TK (1995). Population dynamics and diet of rodents on Rangitoto Island, New Zealand, including the effect of a 1080 poison operation. New Zealand Journal of Ecology 19, 19–27.

Mitchell, WA, Abramsky, Z, Kotler, BP, Pinshow, B, and Brown, JS (1990). The effect of competition on foraging activity in desert rodents: theory and experiments. Ecology 71, 844–854.
The effect of competition on foraging activity in desert rodents: theory and experiments.Crossref | GoogleScholarGoogle Scholar |

Modlinska, K, Stryjek, R, and Pisula, W (2015). Food neophobia in wild and laboratory rats (multi-strain comparison). Behavioural Processes 113, 41–50.
Food neophobia in wild and laboratory rats (multi-strain comparison).Crossref | GoogleScholarGoogle Scholar |

Mohr, K, Vibe-Petersen, S, Lau Jeppesen, L, Bildsøe, M, and Leirs, H (2003). Foraging of multimammate mice, Mastomys natalensis, under different predation pressure: cover, patch-dependent decisions and density-dependent GUDs. Oikos 100, 459–468.
Foraging of multimammate mice, Mastomys natalensis, under different predation pressure: cover, patch-dependent decisions and density-dependent GUDs.Crossref | GoogleScholarGoogle Scholar |

Nottingham, CM, Glen, AS, and Stanley, MC (2021). Relative efficacy of chew card and camera trap indices for use in hedgehog and rat monitoring. New Zealand Journal of Zoology 48, 32–46.
Relative efficacy of chew card and camera trap indices for use in hedgehog and rat monitoring.Crossref | GoogleScholarGoogle Scholar |

O’Farrell, MJ, Clark, WA, Emmerson, FH, Juarez, SM, Kay, FR, O’Farrell, TM, and Goodlett, TY (1994). Use of a mesh live trap for small mammals: are results from Sherman live traps deceptive? Journal of Mammalogy 75, 692–699.
Use of a mesh live trap for small mammals: are results from Sherman live traps deceptive?Crossref | GoogleScholarGoogle Scholar |

Ogden, J, and Gilbert, J (2009). Prospects for the eradication of rats from a large inhabited island: community based ecosystem studies on Great Barrier Island, New Zealand. Biological Invasions 11, 1705–1717.
Prospects for the eradication of rats from a large inhabited island: community based ecosystem studies on Great Barrier Island, New Zealand.Crossref | GoogleScholarGoogle Scholar |

Parsons, MA, Orloff, AE, and Prugh, LR (2021). Evaluating livetrapping and camera-based indices of small-mammal density. Canadian Journal of Zoology 99, 521–530.
Evaluating livetrapping and camera-based indices of small-mammal density.Crossref | GoogleScholarGoogle Scholar |

R Core Team (2021) R: a language and environment for statistical computing. (R Foundation for Statistical Computing: Vienna, Austria) Available at https://www.R-project.org/

Rendall, AR, Sutherland, DR, Cooke, R, and White, J (2014). Camera trapping: a contemporary approach to monitoring invasive rodents in high conservation priority ecosystems. PLoS ONE 9, e86592.
Camera trapping: a contemporary approach to monitoring invasive rodents in high conservation priority ecosystems.Crossref | GoogleScholarGoogle Scholar |

Ricardo, H, Wilson, DJ, and Wehi, PM (2020). Kiore (Rattus exulans) distribution and relative abundance on a small highly modified island. New Zealand Journal of Zoology 47, 350–359.
Kiore (Rattus exulans) distribution and relative abundance on a small highly modified island.Crossref | GoogleScholarGoogle Scholar |

Ridout, MS, and Linkie, M (2009). Estimating overlap of daily activity patterns from camera trap data. Journal of Agricultural, Biological, and Environmental Statistics 14, 322–337.
Estimating overlap of daily activity patterns from camera trap data.Crossref | GoogleScholarGoogle Scholar |

Roberts, M, and Craig, JL (1990). The demography of kiore, Rattus exulans in three habitats. New Zealand Journal of Zoology 17, 43–53.
The demography of kiore, Rattus exulans in three habitats.Crossref | GoogleScholarGoogle Scholar |

Ruffell, J, Innes, J, and Didham, RK (2015). Efficacy of chew-track-card indices of rat and possum abundance across widely varying pest densities. New Zealand Journal of Ecology 39, 87–92.

Ruscoe, WA (2004). A new location record for kiore (Rattus exulans) on New Zealand’s South Island. New Zealand Journal of Zoology 31, 1–5.
A new location record for kiore (Rattus exulans) on New Zealand’s South Island.Crossref | GoogleScholarGoogle Scholar |

Ruscoe, WA, Goldsmith, R, and Choquenot, D (2001). A comparison of population estimates and abundance indices for house mice inhabiting beech forests in New Zealand. Wildlife Research 28, 173–178.
A comparison of population estimates and abundance indices for house mice inhabiting beech forests in New Zealand.Crossref | GoogleScholarGoogle Scholar |

Ruscoe, WA, Ramsey, DS, Pech, RP, Sweetapple, PJ, Yockney, I, Barron, MC, Perry, M, Nugent, G, Carran, R, Warne, R, Brausch, C, and Duncan, RP (2011). Unexpected consequences of control: competitive vs. predator release in a four-species assemblage of invasive mammals. Ecology Letters 14, 1035–1042.
Unexpected consequences of control: competitive vs. predator release in a four-species assemblage of invasive mammals.Crossref | GoogleScholarGoogle Scholar |

Russell, JC, and Broome, KG (2016). Fifty years of rodent eradications in New Zealand: another decade of advances. New Zealand Journal of Ecology 40, 197–204.
Fifty years of rodent eradications in New Zealand: another decade of advances.Crossref | GoogleScholarGoogle Scholar |

Russell, JC, and Clout, MN (2004). Modelling the distribution and interaction of introduced rodents on New Zealand offshore islands. Global Ecology and Biogeography 13, 497–507.
Modelling the distribution and interaction of introduced rodents on New Zealand offshore islands.Crossref | GoogleScholarGoogle Scholar |

Russell, JC, and Kaiser-Bunbury, CN (2019). Consequences of multispecies introductions on island ecosystems. Annual Review of Ecology, Evolution, and Systematics 50, 169–190.
Consequences of multispecies introductions on island ecosystems.Crossref | GoogleScholarGoogle Scholar |

Russell, JC, and Russell, KJ (2018). Terrestrial fauna survey of Slipper Island (Whakahau). New Zealand Journal of Zoology 45, 73–82.
Terrestrial fauna survey of Slipper Island (Whakahau).Crossref | GoogleScholarGoogle Scholar |

Russell JC, Towns DR, Clout MN (2008) Review of rat invasion biology: implications for island biosecurity. Science for conservation 286. Available at https://www.doc.govt.nz/documents/science-and-technical/sfc286entire.pdf

Samaniego, A, Griffiths, R, Gronwald, M, Holmes, ND, Oppel, S, Stevenson, BC, and Russell, JC (2020). Risks posed by rat reproduction and diet to eradications on tropical islands. Biological Invasions 22, 1365–1378.
Risks posed by rat reproduction and diet to eradications on tropical islands.Crossref | GoogleScholarGoogle Scholar |

Shiels AB, Bogardus T, Rohrer J, Kawelo K (2018) Effectiveness of Snap-trapping, Goodnature A24 Automated Traps, and Hand-broadcast of Diphacinone Anticoagulant Baits to Suppress Invasive Rats (Rattus spp.) and Mice (Mus musculus) in Hawaiian Forest. In ‘Proceedings of the 28th Vertebrate Pest Conference’. (Ed. DM Woods) pp. 51–55. Available at https://escholarship.org/content/qt1jz7q0hf/qt1jz7q0hf_noSplash_8848b9301a5809bd4fe68cb29e224651.pdf?t=q2cwv9

Stryjek, R, and Modlinska, K (2016). Neophobia in wild rats is elicited by using bait stations but not bait trays. International Journal of Pest Management 62, 158–164.
Neophobia in wild rats is elicited by using bait stations but not bait trays.Crossref | GoogleScholarGoogle Scholar |

Takács, S, Musso, AE, Gries, R, Rozenberg, E, Borden, JH, Brodie, B, and Gries, G (2018). New food baits for trapping house mice, black rats and brown rats. Applied Animal Behaviour Science 200, 130–135.
New food baits for trapping house mice, black rats and brown rats.Crossref | GoogleScholarGoogle Scholar |

Towns DR (2011) Eradications of vertebrate pests from islands around New Zealand: what have we delivered and what have we learned. In ‘Island invasives: eradication and management’. (Eds CR Veitch, MN Clout, DR Towns) pp. 364–371. Available at https://www.semanticscholar.org/paper/Eradications-of-vertebrate-pests-from-islands-New-%3A/b7cf40e35c0087ba94eb5af043dadcf3627ca1d2

Venables WN, Ripley BD (2002) ‘Modern applied statistics with S.’ 4th edn. (Springer: New York, NY, USA)

Villette, P, Krebs, CJ, Jung, TS, and Boonstra, R (2016). Can camera trapping provide accurate estimates of small mammal (Myodes rutilus and Peromyscus maniculatus) density in the boreal forest? Journal of Mammalogy 97, 32–40.
Can camera trapping provide accurate estimates of small mammal (Myodes rutilus and Peromyscus maniculatus) density in the boreal forest?Crossref | GoogleScholarGoogle Scholar |

Walker, S, Kemp, JR, Elliott, GP, Mosen, CC, and Innes, JG (2019). Spatial patterns and drivers of invasive rodent dynamics in New Zealand forests. Biological Invasions 21, 1627–1642.
Spatial patterns and drivers of invasive rodent dynamics in New Zealand forests.Crossref | GoogleScholarGoogle Scholar |

Weerakoon MK, Ruffino L, Cleary GP, Heavener S, Bytheway JP, Smith HM, Banks PB (2014) Can camera traps be used to estimate small mammal population size. In ‘Camera trapping: wildlife management and research’. (Eds P Meek, P Fleming, G Ballard, A Claridge, P Banks, J Sanderson, D Swann) pp. 307–316. (CSIRO Publishing: Melbourne, Vic., Australia)

Weihong, JI, Veitch, CR, and Craig, JL (1999). An evaluation of the efficiency of rodent trapping methods: the effect of trap arrangement, cover type, and bait. New Zealand Journal of Ecology 23, 45–51.

Whisson, DA, Engeman, RM, and Collins, K (2005). Developing relative abundance techniques (RATs) for monitoring rodent populations. Wildlife Research 32, 239–244.
Developing relative abundance techniques (RATs) for monitoring rodent populations.Crossref | GoogleScholarGoogle Scholar |

Wilmshurst JM, Ruscoe WA, Russell JC, Innes JG, Murphy EC, Nathan HW (2021) Family Muridae. In ‘The handbook of New Zealand mammals’. (Eds CM King, DM Forsyth) pp. 161–221. (Otago University Press: Dunedin, New Zealand)