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Pacific Conservation Biology Pacific Conservation Biology Society
A journal dedicated to conservation and wildlife management in the Pacific region.
RESEARCH ARTICLE (Open Access)

Arboreal activity of invasive rodents: conservation implications for the control of an island pest

Alexandra H. Nance https://orcid.org/0000-0002-8171-419X A B * , Melinda Wilson B , Phoebe A. Burns https://orcid.org/0000-0003-1015-3775 C , Carly N. Cook https://orcid.org/0000-0002-4855-6409 A and Rohan H. Clarke https://orcid.org/0000-0002-6179-8402 A
+ Author Affiliations
- Author Affiliations

A Monash University, School of Biological Sciences, Clayton, Vic 3800, Australia.

B Parks Australia, Norfolk Island National Park and Botanic Garden, Norfolk Island, PO Box 310, Norfolk Island, NSW 2899, Australia.

C Zoos Victoria, Wildlife Conservation and Science, Parkville, Vic., Australia.

* Correspondence to: allie.nance@dcceew.gov.au

Handling Editor: Tim Doherty

Pacific Conservation Biology 30, PC23011 https://doi.org/10.1071/PC23011
Submitted: 23 February 2023  Accepted: 5 October 2023  Published: 26 October 2023

© 2024 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Context

Invasive rodents pose a substantial threat to biodiversity and are a leading cause of species decline and extinction on islands. Population suppression using ground-based methods is common practice, though arboreal behaviour of rodents may render control programs less effective.

Aims

We aimed to quantify species-specific invasive rodent activity (Rattus rattus, R. exulans, Mus musculus) across three forest strata to determine the prevalence of arboreal rodent behaviour in a system that has undergone extensive long-term rodent baiting, and therefore assess the suitability of solely ground-based baiting in this system.

Methods

We calculated rodent presence at the ground, mid-storey, and canopy using three detection methods (camera traps, chew cards and tracking tunnels) deployed for 30-day periods across three structurally distinct forest types (canopy heights ranged from 3.5 to 16.7 m). We developed continuous rodent activity indices for each method, which we paired with density estimates. Strata-specific species composition was determined using camera trap images.

Key results

Rodent presence was recorded equally across all strata, with R. rattus dominating above-ground strata. Rodent densities differed significantly between forest types, which was largely consistent with activity indices.

Conclusions

Our findings offer an additional explanation for reduced efficacy of long-term ground-based control programs: arboreal behaviour may exacerbate the reduction in efficacy often associated with long-term control.

Implications

Effective management of invasive rodent species on islands is a global conservation challenge. Our findings suggest above-ground control may be required in some long-term suppression programs or eradication campaigns, particularly in the presence of the black rat.

Keywords: black rat, distance sampling, house mouse, invasive species, island conservation, Norfolk Island, Pacific rat, rodent management.

References

Allsop SE, Dundas SJ, Adams PJ, Kreplins TL, Bateman PW, Fleming PA (2017) Reduced efficacy of baiting programs for invasive species: some mechanisms and management implications. Pacific Conservation Biology 23, 240-257.
| Crossref | Google Scholar |

Alpin KP, Brown PR, Jacob J, Krebs CJ, Singleton GR (2003) Studies of movement. In ‘Field methods for rodent studies in Asia and the Indo-Pacific. ACIAR Monograph No. 100’. pp. 73–84. (Australian Centre for International Agricultural Research)

Australian Bureau of Statistics (2021) Norfolk Island. 2021 census all persons QuickStats: area code SAL90004. Available at https://www.abs.gov.au/census/find-census-data/quickstats/2021/SAL90004

Banko PC, Jaenecke KA, Peck RW, Brinck KW (2019) Increased nesting success of Hawaii Elepaio in response to the removal of invasive black rats. The Condor 121, duz003.
| Crossref | Google Scholar |

Banks PB, Hughes NK (2012) A review of the evidence for potential impacts of black rats (Rattus rattus) on wildlife and humans in Australia. Wildlife Research 39, 78-88.
| Crossref | Google Scholar |

Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67, 1-48.
| Crossref | Google Scholar |

Bedson CPE, Thomas L, Wheeler PM, Reid N, Harris WE, Lloyd H, Mallon D, Preziosi R (2021) Estimating density of mountain hares using distance sampling: a comparison of daylight visual surveys, night-time thermal imaging and camera traps. Wildlife Biology 2021, wlb.00802.
| Crossref | Google Scholar |

Bellard C, Cassey P, Blackburn TM (2016) Alien species as a driver of recent extinctions. Biology Letters 12, 20150623.
| Crossref | Google Scholar | PubMed |

Blackwell GL, Potter MA, 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.
| Google Scholar |

Brooks ME, Kristensen K, van Benthem KJ, Magnusson A, Berg CW, Nielsen A, Skaug HJ, Mächler M, Bolker BM (2017) glmmTMB balances speed and flexibility among packages for zero-inflated generalized linear mixed modeling. The R Journal 9, 378-400.
| Crossref | Google Scholar |

Broome K, Corson P (2016) Comments on Norfolk Island rodent control – DOC-2726826. Department of Conservation, Hamilton, New Zealand.

Brown K, Elliott G, Innes J, Kemp J (2015) Ship rat, stoat and possum control on mainland New Zealand: an overview of techniques, successes and challenges. Department of Conservation, Wellington.

Buckland ST, Anderson DR, Burnham KP, Laake JL, Borchers DL, Thomas L (2001) ‘Introduction to distance sampling: estimating abundance of biological populations.’ (Oxford University Press)

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

Burns PA, Parrott ML, Rowe KC, Phillips BL (2018) Identification of threatened rodent species using infrared and white-flash camera traps. Australian Mammalogy 40, 188-197.
| Crossref | Google Scholar |

Director of National Parks (2023) Norfolk Island region threatened species recovery plan in draft. Department of Climate Change, Energy, the Environment and Water, Canberra.

Doherty TS, Glen AS, Nimmo DG, Ritchie EG, Dickman CR (2016) Invasive predators and global biodiversity loss. Proceedings of the National Academy of Sciences 113, 11261-11265.
| Crossref | Google Scholar |

Douma JC, Weedon JT (2019) Analysing continuous proportions in ecology and evolution: a practical introduction to beta and Dirichlet regression. Methods in Ecology and Evolution 10, 1412-1430.
| Crossref | Google Scholar |

Dowding JE, Murphy EC (1994) Ecology of ship rats (Rattus rattus) in a Kauri (Agathis australis) forest in Northland, New Zealand. New Zealand Journal of Ecology 18, 19-27.
| Google Scholar |

Dueñas M-A, Hemming DJ, Roberts A, Diaz-Soltero H (2021) The threat of invasive species to IUCN-listed critically endangered species: a systematic review. Global Ecology and Conservation 26, e01476.
| Crossref | Google Scholar |

Duron Q, Shiels AB, Vidal E (2017) Control of invasive rats on islands and priorities for future action. Conservation Biology 31, 761-771.
| Crossref | Google Scholar | PubMed |

Engeman RM, Avery ML, Shiels AB, Berentsen AR, VerCauteren KC, Sugihara RT, Duffiney AG, Clark CS, Eisemann JD (2018) Diverse examples from managing invasive vertebrate species on inhabited islands of the United States. Australasian Journal of Environmental Management 25, 43-61.
| Crossref | Google Scholar |

Foster S, King C, Patty B, Miller S (2011) Tree-climbing capabilities of Norway and ship rats. New Zealand Journal of Zoology 38, 285-296.
| Crossref | Google Scholar |

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

Gronwald M, Russell JC (2022) Behaviour of invasive ship rats, Rattus rattus, around Goodnature A24 self-resetting traps. Management of Biological Invasions 13, 479-493.
| Crossref | Google Scholar |

Hadfield MG, Saufler JE (2009) The demographics of destruction: isolated populations of arboreal snails and sustained predation by rats on the island of Moloka’i 1982-2006. Biological Invasions 11, 1595-1609.
| Crossref | Google Scholar |

Harper GA (2006) Habitat use by three rat species (Rattus spp.) on an island without other mammalian predators. New Zealand Journal of Ecology 30, 321-333.
| Google Scholar |

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

Hartig F (2021) Dharma: residual diagnostics for heirarchical (multi-level/mixed) regression models: R package version 0.4.3. Available at http://florianhartig.github.io/DHARMa/

Haysom JK, Deere NJ, Wearn OR, Mahyudin A, Jami J, Reynolds G, Struebig MJ (2021) Life in the canopy: using camera-traps to inventory arboreal rainforest mammals in Borneo. Frontiers in Forests and Global Change 4, 673071.
| Crossref | Google Scholar |

Howald G, Donlan CJ, Galván JP, Russell JC, Parkes J, Samaniego A, Wang Y, Veitch D, Genovesi P, Pascal M, Saunders A, Tershy B (2007) Invasive rodent eradication on islands. Conservation Biology 21, 1258-1268.
| Crossref | Google Scholar | PubMed |

Howald G, Ross J, Buckle AP (2015) Rodent control and island conservation. In ‘Rodent pests and their control’. (Eds AP Buckle, RH Smith) pp. 366–396. (CAB International: Reading, UK)

Innes JG, Skipworth JP (1983) Home ranges of ship rats in a small New Zealand forest as revealed by trapping and tracking. New Zealand Journal of Zoology 10, 99-110.
| Crossref | Google Scholar |

Keitt B, Griffiths R, Boudjelas S, Broome K, Cranwell S, Millett J, Pitt W, Samaniego-Herrera A (2015) Best practice guidelines for rat eradication on tropical islands. Biological Conservation 185, 17-26.
| Crossref | Google Scholar |

Key GE, Woods RD (1996) Spool-and-line studies on the behavioural ecology of rats (Rattus spp.) in the Galápagos Islands. Canadian Journal of Zoology 74, 733-737.
| Crossref | Google Scholar |

Kier G, Kreft H, Lee TM, Jetz W, Ibisch PL, Nowicki C, Mutke J, Barthlott W (2009) A global assessment of endemism and species richness across island and mainland regions. Proceedings of the National Academy of Sciences 106, 9322-9327.
| Crossref | Google Scholar |

King CM, Foster S, Miller S (2011) Invasive European rats in Britain and New Zealand: same species, different outcomes. Journal of Zoology 285, 172-179.
| Crossref | Google Scholar |

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

Lenth RV (2021) Emmeans: estimated marginal means, aka least-squares means: R package version 1.6.3. Available at https://github.com/rvlenth/emmeans

Lindsey GD, Mosher SM, Fancy SG, Smucker TD (1999) Population structure and movements of introduced rats in an Hawaiian rainforest. Pacific Conservation Biology 5, 94-102.
| Crossref | Google Scholar |

Loveridge R, Wearn OR, Vieira M, Bernard H, Ewers RM (2016) Movement behavior of native and invasive small mammals shows logging may facilitate invasion in a tropical rain forest. Biotropica 48, 373-380.
| Crossref | Google Scholar |

Miller DL, Rexstad E, Thomas L, Marshall L, Laake JL (2019) Distance sampling in R. Journal of Statistical Software 89, 1-28.
| Crossref | Google Scholar |

Moore JF, Soanes K, Balbuena D, Beirne C, Bowler M, Carrasco-Rueda F, Cheyne SM, Coutant O, Forget P-M, Haysom JK, Houlihan PR, Olson ER, Lindshield S, Martin J, Tobler M, Whitworth A, Gregory T (2021) The potential and practice of arboreal camera trapping. Methods in Ecology and Evolution 12, 1768-1779.
| Crossref | Google Scholar |

Nance AH, Cook C, Clarke RH (2022) Evaluating the efficacy of Goodnature A24 rat and mouse traps for arboreal rodent control in Norfolk Island National Park. Report. Department of Agriculture, Water and the Environment, Canberra.

Nance AH, Mitchell WF, Dawlings F, Cook CN, Clarke RH (2023) Rodent predation and specialised avian habitat requirements drive extinction risk for endemic island songbirds in the south-west Pacific. Emu – Austral Ornithology 123, 217-231.
| Crossref | Google Scholar |

Nelson JT, Woodworth BL, Fancy SG, Lindsey GD, Tweed EJ (2002) Effectiveness of rodent control and monitoring techniques for a montane rainforest. Wildlife Society Bulletin 30, 82-92.
| Google Scholar |

Norbury GL, Pech RP, Byrom AE, Innes J (2015) Density-impact functions for terrestrial vertebrate pests and indigenous biota: guidelines for conservation managers. Biological Conservation 191, 409-420.
| Crossref | Google Scholar |

Pryde M, Dilks P, Fraser I (2005) The home range of ship rats (Rattus rattus) in beech forest in the Eglinton Valley, Fiordland, New Zealand: a pilot study. New Zealand Journal of Zoology 32, 139-142.
| Crossref | Google Scholar |

R Core Team (2021) ‘R: a language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria)

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

Ringler D, Guillerault N, Baumann M, Cagnato M, Russell JC (2021) Rodenticide baiting black rats (Rattus rattus) in mangrove habitats. Wildlife Research 48, 554-560.
| Crossref | Google Scholar |

Robinson D (1988) Ecology and management of the Scarlet Robin, White-breasted White-eye and Long-billed White-eye on Norfolk Island. Australian National Parks and Wildlife Service, Canberra.

Rowcliffe JM, Field J, Turvey ST, Carbone C (2008) Estimating animal density using camera traps without the need for individual recognition. Journal of Applied Ecology 45, 1228-1236.
| Crossref | Google Scholar |

Ruffino L, Zarzoso-Lacoste D, Vidal E (2015) Assessment of invasive rodent impacts on island avifauna: methods, limitations and the way forward. Wildlife Research 42, 185-195.
| Crossref | Google Scholar |

Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nature Methods 9, 671-675.
| Crossref | Google Scholar | PubMed |

Shiels AB (2010) Ecology and impacts of introduced rodents (Rattus spp. and Mus musculus) in the Hawaiian islands. PhD thesis, University of Hawai’i at Mänoa, Honolulu.

Shiels AB, Ramírez de Arellano GE (2019) Habitat use and seed removal by invasive rats (Rattus rattus) in disturbed and undisturbed rain forest, Puerto Rico. Biotropica 51, 378-386.
| Crossref | Google Scholar |

Shiels AB, Pitt WC, Sugihara RT, Witmer GW (2014) Biology and impacts of Pacific island invasive species. 11. Rattus rattus, the black rat (Rodentia: Muridae). Pacific Science 68, 145-184.
| Crossref | Google Scholar |

Smith HM, Dickman CR, Banks PB (2016) Nest predation by commensal rodents in urban bushland remnants. PLoS ONE 11, e0156180.
| Crossref | Google Scholar | PubMed |

Smithson M, Verkuilen J (2006) A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables. Psychological Methods 11, 54-71.
| Crossref | Google Scholar | PubMed |

Spatz DR, Zilliacus KM, Holmes ND, Butchart SHM, Genovesi P, Ceballos G, Tershy BR, Croll DA (2017) Globally threatened vertebrates on islands with invasive species. Science Advances 3, e1603080.
| Crossref | Google Scholar |

Sperring VF, Brown SM, Macgregor NA, Olsen P, Clarke RH, Wilson M, Greenup N, Weeks A, Ward R, Christian M, Garnett ST (2021) Norfolk Island Morepork Ninox novaeseelandiae undulata. In ‘The action plan for Australian birds 2020’. (Eds ST Garnett, GB Baker) pp. 360–363. (CSIRO Publishing: Melbourne)

Sweetapple P, Nugent G (2011) Chew-track-cards: a multiple-species small mammal detection device. New Zealand Journal of Ecology 35, 153-162.
| Google Scholar |

Taggart PL, Taylor P, Patel KK, Noble DWA (2023) Baiting in conservation and pest management: a systematic review of its global applications in a changing world. Biological Conservation 284, 110214.
| Crossref | Google Scholar |

Tng DYP, Goosem MW, Paz CP, Preece ND, Goosem S, Fensham RJ, Laurance SGW (2016) Characteristics of the Psidium cattleianum invasion of secondary rainforests. Austral Ecology 41, 344-354.
| Crossref | Google Scholar |

Tobin ME, Sugihara RT, Koehler AE (1997) Bait placement and acceptance by rats in macadamia orchards. Crop Protection 16, 507-510.
| Crossref | Google Scholar |

Wegmann A, Buckelew S, Howald G, Helm J, Swinnerton K (2011) Rat eradication campaigns on tropical islands: novel challenges and possible solutions. In ‘Island invasives: eradication and management Conference’. (Eds CR Veitch, MN Clout, DR Towns) pp. 239–243. (IUCN: Gland, Swizterland)

Wegmann AS, Stansbury R, Alifano A, Oberg E, Pott M, McClelland P, Howald G (2014) Rats to palm trees: baiting the canopy during the Palmyra Atoll rat eradication project. In ‘Proceedings of the 26th Vertebrate Pest Conference’. (Eds RM Timm, JM O’Brien) pp. 73–77. (University of California: Davis)

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

Williams BK, Brown ED (2014) Adaptive management: from more talk to real action. Environmental Management 53, 465-479.
| Crossref | Google Scholar | PubMed |

Witmer GW, Shiels AB (2018) Ecology, impacts, and management of invasive rodents in the United States. In ‘Ecology and management of terrestrial vertebrate invasive species’. (Eds WC Pitt, J Beasley, GW Witmer) pp. 193–219. (CRC Press)