The clock is ticking: Temporally prioritizing eradications on islands.

conservation decision-making eradication invasive species islands prioritization rattus survival analysis

Journal

Global change biology
ISSN: 1365-2486
Titre abrégé: Glob Chang Biol
Pays: England
ID NLM: 9888746

Informations de publication

Date de publication:
Apr 2021
Historique:
received: 25 08 2020
revised: 26 11 2020
accepted: 14 12 2020
pubmed: 29 12 2020
medline: 24 4 2021
entrez: 28 12 2020
Statut: ppublish

Résumé

Achieving conservation objectives is time critical, but the vast number of threats and potential actions means some form of ranking is necessary to aid prioritization. Objective methods for ranking conservation actions based on when they are differentially likely to become feasible, or to succeed, are currently unavailable within existing decision-making frameworks but are critical for making informed management decisions. We demonstrate how statistical tools developed for survival (or time-to-event) analysis can be used to rank conservation actions over time, through the lens of invasive mammal eradications on islands. Here we forecast the probability of eradicating commensal rat species (Rattus rattus, R. norvegicus, R. exulans) from the New Zealand archipelago by the government's stated target of year 2050. Our methods provide temporally ranked eradication trajectories for the entire country, thus facilitating meeting nationwide policy goals. This demonstration highlights the relevance and applicability of such an approach and its utility for prioritizing globally effective conservation actions.

Identifiants

pubmed: 33368863
doi: 10.1111/gcb.15502
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1443-1456

Subventions

Organisme : New Zealand International Doctoral Research Scholarship
Organisme : Marie Sklodowska-Curie Fellowship
ID : 747120
Organisme : Rutherford Discovery Fellowship
ID : RDF-UOA1404
Organisme : High tech solutions to invasive mammals pests
ID : 1617-44-003

Informations de copyright

© 2020 John Wiley & Sons Ltd.

Références

Atkinson, I. (1985). The spread of commensal species of Rattus to oceanic islands and their effects on island avifaunas. In P. Moors (Ed.), Conservation of island birds: Case studies for the management of threatened island species (pp. 35-81). ICPB Technical Publication.
Bassett, I. E., Cook, J., Buchanan, F., & Russell, J. C. (2016). Treasure Islands: biosecurity in the Hauraki Gulf marine park. New Zealand Journal of Ecology, 40(2), 250-266. https://doi.org/10.20417/nzjecol.40.28
Bischof, R., Nilsen, E. B., Brøseth, H., Männil, P., Ozoliņš, J., & Linnell, J. D. (2012). Implementation uncertainty when using recreational hunting to manage carnivores. Journal of Applied Ecology, 49(4), 824-832. https://doi.org/10.1111/j.1365-2664.2012.02167.x
Blackburn, T. M., Cassey, P., Duncan, R. P., Evans, K. L., & Gaston, K. J. (2004). Avian extinction and mammalian introductions on oceanic islands. Science, 305(5692), 1955-1958. https://doi.org/10.1126/science.1101617
Bomford, M., & O’Brien, P. (1995). Eradication of Australia’s vertebrate pests: A feasibility study. Conservation through Sustainable Use of Wildlife, 23(2), 249-255.
Brooke, M. D. L., Hilton, G. M., & Martins, T. L. F. (2007). Prioritizing the world's islands for vertebrate-eradication programmes. Animal Conservation, 10(3), 380-390. https://doi.org/10.1111/j.1469-1795.2007.00123.x
Brooks, T. M., Mittermeier, R. A., da Fonseca, G. A. B., Gerlach, J., Hoffmann, M., Lamoreux, J. F., Mittermeier, C. G., Pilgrim, J. D., & Rodrigues, A. S. L. (2006). Global biodiversity conservation priorities. Science, 313(5783), 58-61. https://doi.org/10.1126/science.1127609
Broome, K. (2009). Beyond Kapiti - A decade of invasive rodent eradications from New Zealand islands. Biodiversity, 10(2-3), 14-24. https://doi.org/10.1080/14888386.2009.9712840
Burnham, K. P., & Anderson, D. R. (2002). Model selection and multimodel inference: a practical information-theoretic approach (2nd ed.). Springer-Verlag.
Butchart, S. H. M., Walpole, M., Collen, B., Van Strien, A., Scharlemann, J. P. W., Almond, R. E. A., Baillie, J. E. M., Bomhard, B., Brown, C., Bruno, J., Carpenter, K. E., Carr, G. M., Chanson, J., Chenery, A. M., Csirke, J., Davidson, N. C., Dentener, F., Foster, M., Galli, A., … Watson, R. (2010). Global biodiversity: Indicators of recent declines. Science, 328(5982), 1164-1168. https://doi.org/10.1126/science.1187512
Cabinet New Zealand. (2016). Accelerating predator free New Zealand (CAB-16-MIN-0335). Cabinet Economic Growth and Infrastructure Committee.
Campbell, K. J., Beek, J., Eason, C. T., Glen, A. S., Godwin, J., Gould, F., Holmes, N. D., Howald, G. R., Madden, F. M., Ponder, J. B., Threadgill, D. W., Wegmann, A. S., & Baxter, G. S. (2015). The next generation of rodent eradications: innovative technologies and tools to improve species specificity and increase their feasibility on islands. Biological Conservation, 185, 47-58. https://doi.org/10.1016/j.biocon.2014.10.016
Carter, Z. T., Perry, G. L., & Russell, J. C. (2020). Determining the underlying structure of insular isolation measures. Journal of Biogeography, 47(4), 955-967. https://doi.org/10.1111/jbi.13778
Conner, M. M., Stephenson, T. R., German, D. W., Monteith, K. L., Few, A. P., & Bair, E. H. (2018). Survival analysis: Informing recovery of Sierra Nevada bighorn sheep. The Journal of Wildlife Management, 82(7), 1442-1458. https://doi.org/10.1002/jwmg.21490
Dennis, B., Munholland, P. L., & Scott, J. M. (1991). Estimation of growth and extinction parameters for endangered species. Ecological Monographs, 61(2), 115-143. https://doi.org/10.2307/1943004
Department of Conservation. (2020). Towards a predator free New Zealand: Predator Free 2050 strategy. New Zealand Government.
Duncan, R. P., & Forsyth, D. M. (2006). Modelling population persistence on islands: mammal introductions in the New Zealand archipelago. Proceedings of the Royal Society B: Biological Sciences, 273(1604), 2969-2975. https://doi.org/10.1098/rspb.2006.3662
Duron, Q., Shiels, A. B., & Vidal, E. (2017). Control of invasive rats on islands and priorities for future action. Conservation Biology, 31(4), 761-771. https://doi.org/10.1111/cobi.12885
Dutang, C., Goulet, V., & Pigeon, M. (2008). actuar: An R package for actuarial science. Journal of Statistical Software, 25(7), 1-37. https://doi.org/10.18637/jss.v025.i07
Efron, B., & Tibshirani, R. J. (1993). An introduction to the bootstrap. Chapman & Hall.
ESRI. (2011). ArcGIS desktop: Release 10. Environmental Systems Research Institute.
Gemmell, N. J., Jalilzadeh, A., Didham, R. K., Soboleva, T., & Tompkins, D. M. (2013). The Trojan female technique: A novel, effective and humane approach for pest population control. Proceedings of the Royal Society B: Biological Sciences, 280(1773), 20132549. https://doi.org/10.1098/rspb.2013.2549
Genovesi, P., & Carnevali, L. (2011). Invasive alien species on European islands: eradications and priorities for future work. In C. Veitch, M. Clout, & D. Towns (Eds.), Island invasives: Eradication and management (pp. 56-62). IUCN.
Gjessing, H. (2015). invGauss: Threshold regression that fits the (randomized drift) inverse Gaussian distribution to survival data. https://cran.r-project.org/web/packages/invGauss/index.html
Griffiths, R., Buchanan, F., Broome, K., Neilsen, J., Brown, D., & Weakley, M. (2015). Successful eradication of invasive vertebrates on Rangitoto and Motutapu Islands. New Zealand. Biological Invasions, 17(5), 1355-1369. https://doi.org/10.1007/s10530-014-0798-7
Groeneboom, P., & Wellner, J. A. (1992). Information bounds and nonparametric maximum likelihood estimation. Birkhăuser Verlag.
Harris, D., Gregory, S. D., Bull, L., & Courchamp, F. (2012). Island prioritization for invasive rodent eradications with an emphasis on reinvasion risk. Biological Invasions, 14(6), 1251-1263. https://doi.org/10.1007/s10530-011-0153-1
Helmstedt, K. J., Shaw, J. D., Bode, M., Terauds, A., Springer, K., Robinson, S. A., & Possingham, H. P. (2016). Prioritizing eradication actions on islands: It's not all or nothing. Journal of Applied Ecology, 53(3), 733-741. https://doi.org/10.1111/1365-2664.12599
Holmes, N., Griffiths, R., Pott, M., Alifano, A., Will, D., Wegmann, A. S., & Russell, J. C. (2015). Factors associated with rodent eradication failure. Biological Conservation, 185, 8-16. https://doi.org/10.1016/j.biocon.2014.12.018
Holmes, N., Keitt, B., Spatz, D., Will, D., Hein, S., Russell, J., & Tershy, B. (2019). Tracking invasive species eradications on islands at a global scale. In C. Veitch, M. Clout, A. Martin, J. Russell, & C. West (Eds.), Island invasives: Scaling up to meet the challenge (pp. 628-632). IUCN.
Holmes, N. D., Spatz, D. R., Oppel, S., Tershy, B., Croll, D. A., Keitt, B., Genovesi, P., Burfield, I. J., Will, D. J., Bond, A. L., Wegmann, A., Aguirre-Muñoz, A., Raine, A. F., Knapp, C. R., Hung, C.-H., Wingate, D., Hagen, E., Méndez-Sánchez, F., Rocamora, G., … Butchart, S. H. M. (2019). Globally important islands where eradicating invasive mammals will benefit highly threatened vertebrates. PLoS One, 14(3), 17. https://doi.org/10.1371/journal.pone.0212128
Hosmer, D. W., Lemeshow, S., & May, S. (2008). Applied survival analysis: Regression modeling of time-to-event data (2nd ed.). Wiley-Interscience.
Hougaard, P. (2012). Analysis of multivariate survival data. Springer Science & Business Media.
Howald, G., Donlan, C. J., Galván, J. P., Russell, J. C., 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(5), 1258-1268. https://doi.org/10.1111/j.1523-1739.2007.00755.x
Jackson, C. H. (2016). flexsurv: A platform for parametric survival modeling in R. Journal of Statistical Software, 70(8), 1-33. https://doi.org/10.18637/jss.v070.i08
Jones, H. P., Holmes, N. D., Butchart, S. H. M., Tershy, B. R., Kappes, P. J., Corkery, I., Aguirre-Muñoz, A., Armstrong, D. P., Bonnaud, E., Burbidge, A. A., Campbell, K., Courchamp, F., Cowan, P. E., Cuthbert, R. J., Ebbert, S., Genovesi, P., Howald, G. R., Keitt, B. S., Kress, S. W., … Croll, D. A. (2016). Invasive mammal eradication on islands results in substantial conservation gains. Proceedings of the National Academy of Sciences of the United States of America, 113(15), 4033-4038. https://doi.org/10.1073/pnas.1521179113
Joseph, L. N., Maloney, R. F., & Possingham, H. P. (2009). Optimal allocation of resources among threatened species: A project prioritization protocol. Conservation Biology, 23(2), 328-338. https://doi.org/10.1111/j.1523-1739.2008.01124.x
Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481. https://doi.org/10.1080/01621459.1958.10501452
King, C. M., & Forsyth, D. M. (2021). The handbook of New Zealand mammals (3rd ed.). Otago University Press.
Kopf, R. K., Nimmo, D. G., Humphries, P., Baumgartner, L. J., Bode, M., Bond, N. R., Byrom, A. E., Cucherousset, J., Keller, R. P., King, A. J., McGinness, H. M., Moyle, P. B., & Olden, J. D. (2017). Confronting the risks of large-scale invasive species control. Nature Ecology & Evolution, 1(6), 1-4. https://doi.org/10.1038/s41559-017-0172.
Lande, R., & Orzack, S. H. (1988). Extinction dynamics of age-structured populations in a fluctuating environment. Proceedings of the National Academy of Sciences of the United States of America, 85(19), 7418-7421. https://doi.org/10.1073/pnas.85.19.7418
LINZ Data Service. (2018a). NZ primary parcels. Land Information New Zealand. https://data.linz.govt.nz/layer/50772-nz-primary-parcels/
LINZ Data Service. (2018b). NZ topo50 maps. Land Information New Zealand. https://data.linz.govt.nz/layer/51153-nz-coastlines-and-islands-polygons-topo-150k/
LINZ Data Service. (2019). NZ wharf edges (Topo, 1:50k). Land Information New Zealand. https://data.linz.govt.nz/layer/50377-nz-wharf-edges-topo-150k/
LINZ Data Service. (2020). Airport/airfield polygon (Hydro, 1:22k-1:90k). Land Information New Zealand. https://data.linz.govt.nz/layer/50525-airport-airfield-polygon-hydro-122k-190k/
MacArthur, R. H., & Wilson, E. O. (1967). The theory of island biogeography. Princeton University Press.
MacDonald, E. A., Balanovic, J., Edwards, E. D., Abrahamse, W., Frame, B., Greenaway, A., Kannemeyer, R., Kirk, N., Medvecky, F., Milfont, T. L., Russell, J. C., & Tompkins, D. M. (2020). Public opinion towards gene drive as a pest control approach for biodiversity conservation and the association of underlying worldviews. Environmental Communication, 14(7), 904-918. https://doi.org/10.1080/17524032.2019.1702568
Madden, F., & McQuinn, B. (2014). Conservation’s blind spot: The case for conflict transformation in wildlife conservation. Biological Conservation, 178, 97-106. https://doi.org/10.1016/j.biocon.2014.07.015
Maori Land Court. (2017). Maori land spatial dataset. Ministry of Justice and Ministry for Primary Industries. https://maorilandcourt.govt.nz/your-maori-land/maori-land-data-service/#spatial-data
McClelland, P., Coote, R., Trow, M., Hutchins, P., Nevins, H., Adams, J., & Moller, H. (2011). The Rakiura Tītī Islands Restoration Project: community action to eradicate Rattus rattus and Rattus exulans for ecological restoration and cultural wellbeing. In C. Veitch, M. Clout, & D. Towns (Eds.), Island invasives: Eradication and management (pp. 451-454). IUCN.
Myers, N., Mittermeier, R. A., Mittermeier, C. G., Da Fonseca, G. A., & Kent, J. (2000). Biodiversity hotspots for conservation priorities. Nature, 403(6772), 853-858. https://doi.org/10.1038/35002501
Oppel, S., Beaven, B. M., Bolton, M., Vickery, J., & Bodey, T. W. (2011). Eradication of invasive mammals on islands inhabited by humans and domestic animals. Conservation Biology, 25(2), 232-240. https://doi.org/10.1111/j.1523-1739.2010.01601.x
Parkes, J., Byrom, A., & Edge, K.-A. (2017). Eradicating mammals on New Zealand island reserves: What is left to do? New Zealand Journal of Ecology, 41(2), 263-270. https://doi.org/10.20417/nzjecol.41.25
Peto, R., & Peto, J. (1972). Asymptotically efficient rank invariant test procedures. Journal of the Royal Statistical Society: Series A (General), 135(2), 185-198. https://doi.org/10.2307/2344317
Pimm, S., Raven, P., Peterson, A., Şekercioğlu, Ç. H., & Ehrlich, P. R. (2006). Human impacts on the rates of recent, present, and future bird extinctions. Proceedings of the National Academy of Sciences of the United States of America, 103(29), 10941-10946. https://doi.org/10.1073/pnas.0604181103
Predator Free 2050 LTD. (2020). Predator free 2050 annual report. Predator Free 2050 Limited.
Python Software Foundation. (2019). Python language reference (version 2.7.16). http://www.python.org
R Core Team. (2017). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/
Rennison, D., Laita, O., Bova, S., Cavalli, M., Hopkins, B., Linthicum, D. S., & Brimble, M. A. (2012). Design and synthesis of prodrugs of the rat selective toxicant norbormide. Bioorganic & Medicinal Chemistry, 20(13), 3997-4011. https://doi.org/10.1016/j.bmc.2012.05.014
Roberts, M., Norman, W., Minhinnick, N., Wihongi, D., & Kirkwood, C. (1995). Kaitiakitanga: Maori perspectives on conservation. Pacific Conservation Biology, 2(1), 7-20. https://doi.org/10.1071/PC950007
Russell, J. C., & Broome, K. G. (2016). Fifty years of rodent eradications in New Zealand: Another decade of advances. New Zealand Journal of Ecology, 40(2), 197-204. https://doi.org/10.20417/nzjecol.40.22
Russell, J. C., & Clout, M. N. (2004). Modelling the distribution and interaction of introduced rodents on New Zealand offshore islands. Global Ecology and Biogeography, 13(6), 497-507. https://doi.org/10.1111/j.1466-822X.2004.00124.x
Russell, J. C., Innes, J. G., Brown, P. H., & Byrom, A. E. (2015). Predator-free New Zealand: Conservation country. BioScience, 65(5), 520-525. https://doi.org/10.1093/biosci/biv012
Russell, J. C., Taylor, C. N., & Aley, J. P. (2018). Social assessment of inhabited islands for wildlife management and eradication. Australasian Journal of Environmental Management, 25(1), 24-42. https://doi.org/10.1080/14486563.2017.1401964
Russell, J. C., Towns, D., & Clout, M. (2008). Review of rat invasion biology. Department of Conservation.
Shanahan, D., Ledington, J., & Maseyk, F. (2018). Motivations for conservation action in peopled landscapes. Pacific Conservation Biology, 24(4), 341-348. https://doi.org/10.1071/PC18010
Tahana, Y. (2010). Rare rats off the hook as DoC gives them island sanctuary, New Zealand Herald. https://www.nzherald.co.nz/nz/news/article.cfm?c_id=1&objectid=10649358
Therneau, T. M. (2015). A package for survival analysis in S. version 2.38.
Towns, D. R., Atkinson, I. A., & Daugherty, C. H. (2006). Have the harmful effects of introduced rats on islands been exaggerated? Biological Invasions, 8(4), 863-891. https://doi.org/10.1007/s10530-005-0421-z
Towns, D. R., West, C., & Broome, K. (2013). Purposes, outcomes and challenges of eradicating invasive mammals from New Zealand islands: An historical perspective. Wildlife Research, 40(2), 94. https://doi.org/10.1071/WR12064
Waldron, A., Mooers, A. O., Miller, D. C., Nibbelink, N., Redding, D., Kuhn, T. S., Roberts, J. T., & Gittleman, J. L. (2013). Targeting global conservation funding to limit immediate biodiversity declines. Proceedings of the National Academy of Sciences of the United States of America, 110(29), 12144-12148. https://doi.org/10.1073/pnas.1221370110
Wilson, K. A., McBride, M. F., Bode, M., & Possingham, H. P. (2006). Prioritizing global conservation efforts. Nature, 440(7082), 337. https://doi.org/10.1038/nature04366

Auteurs

Zachary T Carter (ZT)

School of Biological Sciences, The University of Auckland, Auckland, New Zealand.

Thomas Lumley (T)

Department of Statistics, The University of Auckland, Auckland, New Zealand.

Thomas W Bodey (TW)

School of Biological Sciences, The University of Auckland, Auckland, New Zealand.
The University of Exeter, Environmental and Sustainability Institute, Penryn, UK.

James C Russell (JC)

School of Biological Sciences, The University of Auckland, Auckland, New Zealand.
Department of Statistics, The University of Auckland, Auckland, New Zealand.
Zero Invasive Predators, Wellington, New Zealand.

Articles similaires

Robotic Surgical Procedures Animals Humans Telemedicine Models, Animal

Odour generalisation and detection dog training.

Lyn Caldicott, Thomas W Pike, Helen E Zulch et al.
1.00
Animals Odorants Dogs Generalization, Psychological Smell
Animals TOR Serine-Threonine Kinases Colorectal Neoplasms Colitis Mice
Animals Tail Swine Behavior, Animal Animal Husbandry

Classifications MeSH