Published March 13, 2026 | Version v1
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Invertebrate interceptions at Australia's borders: a nine-year assessment of trends and biosecurity challenges

  • 1. Wildlife Crime Research Hub, Adelaide University, Adelaide, Australia|School of Biological Sciences, Adelaide University, Adelaide, Australia
  • 2. Wildlife Crime Research Hub, Adelaide University, Adelaide, Australia
  • 3. School of Biological Sciences, Adelaide University, Adelaide, Australia

Description

The introduction of non-native invertebrates poses a significant threat to Australia's environment, biodiversity, agricultural industries, and socio-economic wellbeing, necessitating robust biosecurity measures to prevent their establishment. Global trade and transport are major pathways for these incursions, monitored through national biosecurity interception programs. We analysed nine years of interception records from Australia's national biosecurity invertebrate interceptions dataset (2016–2024), to examine temporal, taxonomic, and pathway trends, providing a novel overview spanning all terrestrial invertebrate taxa. We observed temporal fluctuations in detection frequency, with invertebrates most frequently intercepted between November and February. Interceptions decreased significantly in 2020, following the international border closure as a result of COVID-19, and although the total number of interceptions varied significantly across pre-, during-, and post-COVID periods, species richness remained stable over time. While 2,414 unique species were identified, they represented only 40.5% of intercepted specimens. Furthermore, over the nine years, the diversity of intercepted and identified species showed no signs of plateauing. This underscores the need for ongoing surveillance, efficient taxonomic identification, and standardised data collection across Australia. Analyses of this dataset revealed that interceptions are influenced by commodities of trade and passenger movement, and the trade in live animals, including the smuggling of exotic pet species. We recommend continued enhancements to biosecurity protocols, including more comprehensive interception records and resources to support rapid risk assessments of new emerging non-native species, to strengthen Australia's existing ability to mitigate the risks associated with invasive invertebrates.

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References

  • Aleri J, Laurence M (2020) A description of biosecurity practices among selected dairy farmers across Australia. Animal Production Science 60: 1711–1720. https://doi.org/10.1071/AN19340
  • Almeida APG, Fouque F, Launois P, Sousa CA, Silveira H (2017) From the Laboratory to the Field: Updating Capacity Building in Medical Entomology. Trends Parasitol 33: 664–668. https://doi.org/10.1016/j.pt.2017.05.011
  • Arthur T, Summerson R, Mazur K (2015) A comparison of the costs and effectiveness of prevention, eradication, containment and asset protection of invasive marine species incursions. Water Resources.
  • BITRE (2023) Australian sea freight 2020–21. In: Department of Infrastructure T, Regional Development, Communications and the Arts (Ed.) Bureau of Infrastructure and Transport Research Economics Canberra, ACT.
  • BITRE (2025) International Airline Activity-Monthly Publications. In: Department of Infrastructure RD, Communications and the Arts (Ed.) Bureau of Infrastructure and Transport Research Economics Canberra, ACT.
  • Boykin LM, Armstrong KF, Kubatko L, De Barro P (2012) Species Delimitation and Global Biosecurity. Evolutionary Bioinformatics 8: EBO.S8532. https://doi.org/10.4137/EBO.S8532
  • Bradshaw CJ, Hoskins AJ, Haubrock PJ, Cuthbert RN, Diagne C, Leroy B, Andrews L, Page B, Cassey P, Sheppard AW (2021) Detailed assessment of the reported economic costs of invasive species in Australia. NeoBiota 67: 511–550. https://doi.org/10.3897/neobiota.67.58834
  • Bradshaw CJ, Leroy B, Bellard C, Roiz D, Albert C, Fournier A, Barbet-Massin M, Salles J-M, Simard F, Courchamp F (2016) Massive yet grossly underestimated global costs of invasive insects. Nature communications 7: 12986. https://doi.org/10.1038/ncomms12986
  • Brunson JC (2020) Ggalluvial: layered grammar for alluvial plots. Journal of Open Source Software 5: 2017. https://doi.org/10.21105/joss.02017
  • Bush ER, Baker SE, Macdonald DW (2014) Global trade in exotic pets 2006–2012. Conservation Biology 28: 663–676. https://doi.org/10.1111/cobi.12240
  • Caley P, Ingram R, De Barro P (2015) Entry of exotic insects into Australia: Does border interception count match incursion risk? Biological invasions 17: 1087–1094. https://doi.org/10.1007/s10530-014-0777-z
  • Campbell ML, Gould B, Hewitt CL (2007) Survey evaluations to assess marine bioinvasions. Marine Pollution Bulletin 55: 360–378. https://doi.org/10.1016/j.marpolbul.2007.01.015
  • Cardoso P, Erwin T, Borges P, New T (2011) The seven impediments in invertebrate conservation and how to overcome them. Biological Conservation 144: 2647–2655. https://doi.org/10.1016/j.biocon.2011.07.024
  • Carrasco LR, Mumford JD, MacLeod A, Harwood T, Grabenweger G, Leach AW, Knight JD, Baker RHA (2010) Unveiling human-assisted dispersal mechanisms in invasive alien insects: Integration of spatial stochastic simulation and phenology models. Ecological Modelling 221: 2068–2075. https://doi.org/10.1016/j.ecolmodel.2010.05.012
  • Cassey P, Delean S, Lockwood JL, Sadowski JS, Blackburn TM (2018) Dissecting the null model for biological invasions: A meta-analysis of the propagule pressure effect. PLoS biology 16: e2005987. https://doi.org/10.1371/journal.pbio.2005987
  • Catalogue of Life (2025) The Catalogue of Life. https://www.catalogueoflife.org/ [accessed 2025]
  • Chadde S (2025) Several hundred workers who keep invasive pests out of the US accept Trump's buyouts Investigate Midwest.
  • Clarke S, Stenekes N, Kancans R, Woodland C, Robinson A (2018) Undelivered risk: A counter-factual analysis of the biosecurity risk avoided by inspecting international mail articles. NeoBiota 40: 73–86. https://doi.org/10.3897/neobiota.40.28840
  • Collins RA, Armstrong KF, Holyoake AJ, Keeling S (2013) Something in the water: biosecurity monitoring of ornamental fish imports using environmental DNA. Biological invasions 15: 1209–1215. https://doi.org/10.1007/s10530-012-0376-9
  • DAFF (2020) The National Priority List of Exotic Environmental Pests, Weeds and Diseases. In: Department of Agriculture FaF (Ed.). Australian Government, Canberra, ACT.
  • Dakanalis A, Psara E, Pavlidou E, Papadopoulou SK, Antasouras G, Voulgaridou G, Kosti RI, Vorvolakos T, Mentzelou M, Ntovoli A, Chrysafi M, Androutsos O, Jacovides C, Serdari A, Giaginis C (2025) The Impact of the COVID-19 Pandemic in the Interrelationships Among Mental Health, Nutritional Status and Lifestyle Factors of Older Adults: A Cross-Sectional Study in the Pre- and Post-Covid Periods. Nutrients 17: 249. https://doi.org/10.3390/nu17020249
  • Deliveyne N, Young J, Austin J, Cassey P (2023) Shining a LAMP on the applications of isothermal amplification for monitoring environmental biosecurity. NeoBiota 82: 119–144. https://doi.org/10.3897/neobiota.82.97998
  • Department of Agriculture (2019) Final Pest Risk Analysis for Cut Flower and Foliage Imports-Part 1. In: Agriculture Do (Ed.).
  • Department of Agriculture Environment and Water (2021) Final Pest Risk Analysis for Cut Flower and Foliage Imports - part 2. In: Department of Agriculture EaW (Ed.).
  • deWaard JR, Mitchell A, Keena MA, Gopurenko D, Boykin LM, Armstrong KF, Pogue MG, Lima J, Floyd R, Hanner RH (2010) Towards a global barcode library for Lymantria (Lepidoptera: Lymantriinae) tussock moths of biosecurity concern. PLoS ONE 5: e14280. https://doi.org/10.1371/journal.pone.0014280
  • Diagne C, Leroy B, Vaissière A-C, Gozlan RE, Roiz D, Jarić I, Salles J-M, Bradshaw CJ, Courchamp F (2021) High and rising economic costs of biological invasions worldwide. Nature 592: 571–576. https://doi.org/10.1038/s41586-021-03405-6
  • Dunn AM, Hatcher MJ (2015) Parasites and biological invasions: parallels, interactions, and control. Trends in Parasitology 31: 189–199. https://doi.org/10.1016/j.pt.2014.12.003
  • Early R, Bradley BA, Dukes JS, Lawler JJ, Olden JD, Blumenthal DM, Gonzalez P, Grosholz ED, Ibañez I, Miller LP (2016) Global threats from invasive alien species in the twenty-first century and national response capacities. Nature communications 7: 12485. https://doi.org/10.1038/ncomms12485
  • Engel MS, Ceríaco LM, Daniel GM, Dellapé PM, Löbl I, Marinov M, Reis RE, Young MT, Dubois A, Agarwal I (2021) The taxonomic impediment: a shortage of taxonomists, not the lack of technical approaches. Oxford University Press UK, 381–387. https://doi.org/10.1093/zoolinnean/zlab072
  • Evans J (2022) Mandatory covid-19 isolation periods scrapped from October 13, emergency response 'finished'says National Cabinet. ABC News. 30 September 2022.
  • Fenn‐Moltu G, Ollier S, Caton B, Liebhold AM, Nahrung H, Pureswaran DS, Turner RM, Yamanaka T, Bertelsmeier C (2023) Alien insect dispersal mediated by the global movement of commodities. Ecological Applications 33: e2721. https://doi.org/10.1002/eap.2721
  • Gippet JMW, Liebhold AM, Fenn-Moltu G, Bertelsmeier C (2019) Human-mediated dispersal in insects. Current Opinion in Insect Science 35: 96–102. https://doi.org/10.1016/j.cois.2019.07.005
  • Goldson SL, Barratt BI, Armstrong KF (2016) Invertebrate biosecurity challenges in high-productivity grassland: The New Zealand example. Frontiers in plant science 7: 1670. https://doi.org/10.3389/fpls.2016.01670
  • Goulson D, Hughes WOH (2015) Mitigating the anthropogenic spread of bee parasites to protect wild pollinators. Biological Conservation 191: 10–19. https://doi.org/10.1016/j.biocon.2015.06.023
  • Harfoot M, Glaser SAM, Tittensor DP, Britten GL, McLardy C, Malsch K, Burgess ND (2018) Unveiling the patterns and trends in 40 years of global trade in CITES-listed wildlife. Biological Conservation 223: 47–57. https://doi.org/10.1016/j.biocon.2018.04.017
  • Hoffmann BD, Broadhurst LM (2016) The economic cost of managing invasive species in Australia. NeoBiota 31: 1. https://doi.org/10.3897/neobiota.31.6960
  • Hopkins GW, Freckleton RP (2002) Declines in the numbers of amateur and professional taxonomists: implications for conservation. In: Animal conservation forum. Cambridge University Press, 245–249. https://doi.org/10.1017/S1367943002002299
  • Hsieh T, Ma K, Chao A (2016) iNEXT: an R package for rarefaction and extrapolation of species diversity (H ill numbers). Methods in Ecology and Evolution 7: 1451–1456. https://doi.org/10.1111/2041-210X.12613
  • Hulme PE (2006) Beyond control: wider implications for the management of biological invasions. Journal of Applied Ecology 43: 835–847. https://doi.org/10.1111/j.1365-2664.2006.01227.x
  • Hulme PE (2009) Trade, transport and trouble: managing invasive species pathways in an era of globalization. Journal of Applied Ecology 46: 10–18. https://doi.org/10.1111/j.1365-2664.2008.01600.x
  • Hunn JG, Orr JA, Kelly A-M, Piggott JJ, Matthaei CD (2024) Heatwaves and carbon dioxide enrichment impact invertebrate drift and insect emergence patterns across time in experimental streams. Science of The Total Environment 939: 173106. https://doi.org/10.1016/j.scitotenv.2024.173106
  • Invasive Species Council (2017) Stealing into Australia: our new pests, year-by-year. https://invasives.org.au/our-work/invasion-timeline/#2017 [accessed 2025]
  • Jones E, Leather S (2012) Invertebrates in urban areas: A review. European Journal of Entomology 109: 463–478. https://doi.org/10.14411/eje.2012.060
  • Keesey (2025) PhyloPic. https://www.phylopic.org/ [accessed 2025]
  • Kent K, Gale F, Penrose B, Auckland S, Lester E, Murray S (2022) Consumer-driven strategies towards a resilient and sustainable food system following the COVID-19 pandemic in Australia. BMC Public Health 22: 1539. https://doi.org/10.1186/s12889-022-13987-z
  • Kumschick S, Devenish A, Kenis M, Rabitsch W, Richardson DM, Wilson JR (2016) Intentionally introduced terrestrial invertebrates: patterns, risks, and options for management. Biological invasions 18: 1077–1088. https://doi.org/10.1007/s10530-016-1086-5
  • Lach L, Thomas ML (2008) Invasive ants in Australia: documented and potential ecological consequences. Australian Journal of Entomology 47: 275–288. https://doi.org/10.1111/j.1440-6055.2008.00659.x
  • Lassaline CR, Toomes A, Fagan-Jeffries E, Cassey P (2025) From forest floor to market door: The global terrestrial invertebrate trade. Biological Conservation 308: 111266. https://doi.org/10.1016/j.biocon.2025.111266
  • Leith NT, Macchiano A, Moore MP, Fowler-Finn KD (2021) Temperature impacts all behavioral interactions during insect and arachnid reproduction. Current Opinion in Insect Science 45: 106–114. https://doi.org/10.1016/j.cois.2021.03.005
  • Liebhold AM, Yamanaka T, Roques A, Augustin S, Chown SL, Brockerhoff EG, Pyšek P (2016) Global compositional variation among native and non-native regional insect assemblages emphasizes the importance of pathways. Biological invasions 18: 893–905. https://doi.org/10.1007/s10530-016-1079-4
  • Lockwood JL, Cassey P, Blackburn T (2005) The role of propagule pressure in explaining species invasions. Trends in ecology & evolution 20: 223–228. https://doi.org/10.1016/j.tree.2005.02.004
  • Lockwood JL, Welbourne DJ, Romagosa CM, Cassey P, Mandrak NE, Strecker A, Leung B, Stringham OC, Udell B, Episcopio‐Sturgeon DJ (2019) When pets become pests: the role of the exotic pet trade in producing invasive vertebrate animals. Frontiers in Ecology and the Environment 17: 323–330. https://doi.org/10.1002/fee.2059
  • Marchante H, Palhas J, Núñez FAL, Marchante E (2021) Invasive species impacts and management. Life on Land: 560–571. https://doi.org/10.1007/978-3-319-95981-8_85
  • Marshall BM, Strine C, Hughes AC (2020) Thousands of reptile species threatened by under-regulated global trade. Nature communications 11: 1–12. https://doi.org/10.1038/s41467-020-18523-4
  • Marshall BM, Strine CT, Fukushima CS, Cardoso P, Orr MC, Hughes AC (2022) Searching the web builds fuller picture of arachnid trade. Commun Biol 5: 448. https://doi.org/10.1038/s42003-022-03374-0
  • Maru YT, Kruger H, Loechel B, Hernandez-Jover M, Kelly J, Manyweathers J, El Hassan M (2025) Introducing institutional design principles for transforming on-ground biosecurity. Agricultural Systems 229: 104402. https://doi.org/10.1016/j.agsy.2025.104402
  • Masan P, Simpson C, Perotti MA, Braig HR (2012) Mites parasitic on Australasian and African spiders found in the pet trade; a redescription of Ljunghia pulleinei Womersley. PLoS ONE 7: e39019. https://doi.org/10.1371/journal.pone.0039019
  • McKirdy SJ, O'Connor S, Thomas ML, Horton KL, Williams A, Hardie D, Coupland GT, van der Merwe J (2019) Biosecurity risks posed by a large sea-going passenger vessel: challenges of terrestrial arthropod species detection and eradication. Scientific reports 9: 19339. https://doi.org/10.1038/s41598-019-55554-4
  • Mendoza J, Francke O (2017) Systematic revision of Brachypelma red-kneed tarantulas (Araneae: Theraphosidae), and the use of DNA barcodes to assist in the identification and conservation of CITES-listed species. Invertebrate Systematics 31: 157–179. https://doi.org/10.1071/IS16023
  • Moritz RL, Berger KM, Owen BR, Gillum DR (2020) Promoting biosecurity by professionalizing biosecurity. Science 367: 856–858. https://doi.org/10.1126/science.aba0376
  • Morton O, Scheffers BR, Haugaasen T, Edwards DP (2021) Impacts of wildlife trade on terrestrial biodiversity. Nature Ecology & Evolution 5: 540–548. https://doi.org/10.1038/s41559-021-01399-y
  • Mound LA (2005) Thysanoptera: diversity and interactions. Annu Rev Entomol 50: 247–269. https://doi.org/10.1146/annurev.ento.49.061802.123318
  • Munawar HS, Khan SI, Qadir Z, Kouzani AZ, Mahmud MP (2021) Insight into the impact of COVID-19 on Australian transportation sector: An economic and community-based perspective. Sustainability 13: 1276. https://doi.org/10.3390/su13031276
  • Nahrung HF, Carnegie AJ (2021) Border interceptions of forest insects established in Australia: intercepted invaders travel early and often. NeoBiota 64: 69–86. https://doi.org/10.3897/neobiota.64.60424
  • Nahrung HF, Carnegie AJ (2022) Predicting forest pest threats in Australia: are risk lists worth the paper they're written on? Global biosecurity 4(1): 1–17. https://doi.org/10.31646/gbio.148
  • Nelson M, Roffey P, McNevin D, Lennard C, Gahan ME (2014) An overview of biosecurity in Australia. Australian Journal of Forensic Sciences 46: 383–396. https://doi.org/10.1080/00450618.2014.882986
  • Nentwig W (2015) Introduction, establishment rate, pathways and impact of spiders alien to Europe. Biological invasions 17: 2757–2778. https://doi.org/10.1007/s10530-015-0912-5
  • Oksanen J, Simpson G, Blanchet F, Kindt R, Legendre P, Minchin P, O'hara R, Solymos P, Stevens M, Szoecs E (2023) vegan: Community Ecology Package. R package version 2.6-4. 2022. https://doi.org/10.32614/cran.package.vegan
  • Paradis E, Blomberg S, Bolker B, Brown J, Claude J, Cuong HS, Desper R, Didier G (2019) Package 'ape'. Analyses of phylogenetics and evolution, version 2: 47. https://doi.org/10.32614/cran.package.ape
  • Ports Australia (2025) State of Trade. https://www.portsaustralia.com.au/state-of-trade [accessed 2025]
  • Posit team (2025) RStudio: Integrated Development Environment for R. Posit Software, PBC, Boston, MA.
  • R Core Team (2021) R: A Language and Environment for Statistical Computing. https://doi.org/10.32614/r.manuals
  • Renault D, Angulo E, Cuthbert RN, Haubrock PJ, Capinha C, Bang A, Kramer AM, Courchamp F (2022) The magnitude, diversity, and distribution of the economic costs of invasive terrestrial invertebrates worldwide. Science of The Total Environment 835: 155391. https://doi.org/10.1016/j.scitotenv.2022.155391
  • Ricciardi A, Blackburn TM, Carlton JT, Dick JTA, Hulme PE, Iacarella JC, Jeschke JM, Liebhold AM, Lockwood JL, MacIsaac HJ, Pyšek P, Richardson DM, Ruiz GM, Simberloff D, Sutherland WJ, Wardle DA, Aldridge DC (2017) Invasion Science: A Horizon Scan of Emerging Challenges and Opportunities. Trends in ecology & evolution 32: 464–474. https://doi.org/10.1016/j.tree.2017.03.007
  • Ripley B, Venables B, Bates DM, Hornik K, Gebhardt A, Firth D, Ripley MB (2013) Package 'mass'. Cran r 538: 822.
  • Roy HE, Pauchard A, Stoett PJ, Renard Truong T, Meyerson LA, Bacher S, Galil BS, Hulme PE, Ikeda T, Kavileveettil S (2024) Curbing the major and growing threats from invasive alien species is urgent and achievable. Nature Ecology & Evolution 8: 1216–1223. https://doi.org/10.1038/s41559-024-02412-w
  • Saccaggi DL, Karsten M, Robertson MP, Kumschick S, Somers MJ, Wilson JRU, Terblanche JS (2016) Methods and approaches for the management of arthropod border incursions. Biological invasions 18: 1057–1075. https://doi.org/10.1007/s10530-016-1085-6
  • Saccaggi DL, Ueckermann EA (2024) The problem of taxonomic uncertainty in biosecurity: South African mite interceptions as an example. Acarologia 64: 363–369. https://doi.org/10.24349/top1-r59v
  • Saccaggi DL, Wilson JR, Robinson AP, Terblanche JS (2022) Arthropods on imported plant products: Volumes predict general trends while contextual details enhance predictive power. Ecological Applications 32: e2554. https://doi.org/10.1002/eap.2554
  • Sampson L, Appiah-Opoku S (2024) Spatial analysis of wildlife trafficking and concealment methods: The case of Pangolins. Journal of Wildlife and Biodiversity 8: 87–106. https://doi.org/10.5281/zenodo.13823481
  • Shivambu TCS, Shivambu NS, Lyle RL, Kumschick SK, Foord SHF, Robertson MPR, Jacobs AJ (2020) Tarantulas (Araneae: Theraphosidae) in the pet trade in South Africa. African Zoology 55: 323–336. https://doi.org/10.1080/15627020.2020.1823879
  • Slowikowski K, Schep A, Hughes S, Lukauskas S, Irisson J-O, Kamvar ZN, Ryan T, Christophe D, Hiroaki Y, Gramme P (2018) Package ggrepel. Automatically position non-overlapping text labels with 'ggplot2: https://doi.org/10.32614/cran.package.ggrepel
  • Stobart A, Duckett S (2022) Australia's response to COVID-19. Health Economics, Policy and Law 17: 95–106.
  • Stringham OC, García‐Díaz P, Toomes A, Mitchell L, Ross JV, Cassey P (2021) Live reptile smuggling is predicted by trends in the legal exotic pet trade. Conservation Letters 14: e12833. https://doi.org/10.1111/conl.12833
  • Suhr EL, O'Dowd DJ, Suarez AV, Cassey P, Wittmann TA, Ross JV, Cope RC (2019) Ant interceptions reveal roles of transport and commodity in identifying biosecurity risk pathways into Australia. NeoBiota 53: 1–24. https://doi.org/10.3897/neobiota.53.39463
  • Taxonomy Decadal Plan Working Group (2018) Discovering biodiversity: A decadal plan for taxonomy and biosystematics in Australia and New Zealand 2018–2027. Australian Academy of Science, Royal Society of New Zealand.
  • Toomes A, Stringham OC, Mitchell L, Ross JV, Cassey P (2020) Australia's wish list of exotic pets: biosecurity and conservation implications of desired alien and illegal pet species. NeoBiota 60: 43. https://doi.org/10.3897/neobiota.60.51431
  • Toy SJ, Newfield MJ (2010) The accidental introduction of invasive animals as hitchhikers through inanimate pathways: a New Zealand perspective. Revue Scientifique et Technique 29: 123–133. https://doi.org/10.20506/rst.29.1.1970
  • Trujillo-González A, Thuo DN, Divi U, Sparks K, Wallenius T, Gleeson D (2022) Detection of khapra beetle environmental DNA using portable technologies in Australian biosecurity. Frontiers in Insect Science 2: 795379. https://doi.org/10.3389/finsc.2022.795379
  • Turner RM, Brockerhoff EG, Bertelsmeier C, Blake RE, Caton B, James A, MacLeod A, Nahrung HF, Pawson SM, Plank MJ (2021) Worldwide border interceptions provide a window into human‐mediated global insect movement. Ecological Applications 31: e02412. https://doi.org/10.1002/eap.2412
  • Wallace N (2024) Biosecurity to bear brunt of MPI job cuts - PSA. Farmers Weekly.
  • Ward DF (2015) The insidious threat of invasive invertebrates. Austral Ark: 162. https://doi.org/10.1017/CBO9781139519960.010
  • Watkins HV, Yan HF, Dunic JC, Côté IM (2021) Research biases create overrepresented "poster children" of marine invasion ecology. Conservation Letters 14: e12802. https://doi.org/10.1111/conl.12802
  • Welsh MJ, Turner JA, Epanchin-Niell RS, Monge JJ, Soliman T, Robinson AP, Kean JM, Phillips C, Stringer LD, Vereijssen J, Liebhold AM, Kompas T, Ormsby M, Brockerhoff EG (2021) Approaches for estimating benefits and costs of interventions in plant biosecurity across invasion phases. Ecological Applications 31: e02319. https://doi.org/10.1002/eap.2319
  • Whattam M, Azzopardi S, Nehl D, Maxwell A, Davis K (2024) Protecting Australia's plant health: plant quarantine in an evolving biosecurity system. Historical Records of Australian Science 36(1): HR24012. https://doi.org/10.1071/HR24012
  • Whattam M, Azzopardi S, Nehl D, Maxwell A, Davis K (2025) Protecting Australia's plant health: plant quarantine in an evolving biosecurity system<a class="reftools" href="#afn1">†</a>. Historical Records of Australian Science 36(1): 1–13.
  • Wickham H (2016) ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 189–201. https://doi.org/10.1007/978-3-319-24277-4_9
  • Wickham H, François R, Henry L, Müller K (2021) dplyr: A Grammar of Data Manipulation. https://doi.org/10.32614/cran.package.dplyr
  • Work TT, McCullough DG, Cavey JF, Komsa R (2005) Arrival rate of nonindigenous insect species into the United States through foreign trade. Biological invasions 7: 323–332. https://doi.org/10.1007/s10530-004-1663-x
  • Yu G, Smith DK, Zhu H, Guan Y, Lam TTY (2017) ggtree: an R package for visualization and annotation of phylogenetic trees with their covariates and other associated data. Methods in Ecology and Evolution 8: 28–36. https://doi.org/10.1111/2041-210X.12628
  • Zhang L, Rohr J, Cui R, Xin Y, Han L, Yang X, Gu S, Du Y, Liang J, Wang X (2022) Biological invasions facilitate zoonotic disease emergences. Nature communications 13: 1762. https://doi.org/10.1038/s41467-022-29378-2