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This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates

Published online by Cambridge University Press:  09 December 2024

John C.Z. Woinarski*
Affiliation:
Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, NT, Australia
Michael F. Braby
Affiliation:
Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, ACT, Australia Australian National Insect Collection, Canberra, ACT, Australia
Heloise Gibb
Affiliation:
Centre for Future Landscapes, La Trobe University, Bundoora, VIC, Australia
Mark S. Harvey
Affiliation:
Western Australian Museum, Welshpool DC, WA, Australia
Sarah M. Legge
Affiliation:
Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, NT, Australia Fenner School of Society and the Environment, The Australian National University, Canberra, ACT, Australia
Jessica R. Marsh
Affiliation:
Harry Butler Institute, Murdoch University, Murdoch, WA, Australia School of Biological Sciences, Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA, Australia
Melinda L. Moir
Affiliation:
Department of Primary Industries and Regional Development, South Perth, WA, Australia
Tim R. New
Affiliation:
Department of Environment and Genetics, La Trobe University, Bundoora, VIC, Australia
Michael G. Rix
Affiliation:
Queensland Museum, Hendra, QLD, Australia
Brett P. Murphy
Affiliation:
Research Institute for the Environment and Livelihoods, Charles Darwin University, Casuarina, NT, Australia
*
Corresponding author: John C.Z. Woinarski; Email: [email protected]
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Abstract

Biodiversity is in rapid decline, but the extent of loss is not well resolved for poorly known groups. We estimate the number of extinctions for Australian non-marine invertebrates since the European colonisation of the continent. Our analyses use a range of approaches, incorporate stated uncertainties and recognise explicit caveats. We use plausible bounds for the number of species, two approaches for estimating extinction rate, and Monte Carlo simulations to select combinations of projected distributions from these variables. We conclude that 9,111 (plausible bounds of 1,465 to 56,828) Australian species have become extinct over this 236-year period. These estimates dwarf the number of formally recognised extinctions of Australian invertebrates (10 species) and of the single invertebrate species listed as extinct under Australian legislation. We predict that 39–148 species will become extinct in 2024. This is inconsistent with a recent pledge by the Australian government to prevent all extinctions. This high rate of loss is largely a consequence of pervasive taxonomic biases in community concern and conservation investment. Those characteristics also make it challenging to reduce that rate of loss, as there is uncertainty about which invertebrate species are at the most risk. We outline conservation responses to reduce the likelihood of further extinctions.

Topics structure

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2024. Published by Cambridge University Press

Impact statement

A fundamental objective of biodiversity conservation is to prevent extinctions. However, conservation efforts have characteristically been biased towards iconic and well-known taxonomic groups, often at the expense of poorly known taxa, such as most invertebrates. To redress such a narrow perspective, we attempt to estimate the number of extinctions of Australian endemic invertebrates, and to predict the likely number of such extinctions in 2024, explicitly noting caveats in this assessment. Whereas only one invertebrate species is listed as extinct under Australian environmental legislation, we estimate that there have been ~9,000 extinctions (plausible bounds of 1,465 to 56,828) of endemic non-marine invertebrate species since the European colonisation of Australia, a tally that vastly exceeds (by about two orders of magnitude) the number of formally listed extinctions of all Australian biodiversity. Many of these are likely ‘ghost extinctions’, the loss of undiscovered species that have left no trace. We predict the extinction in 2024 of 39–148 Australian endemic non-marine invertebrate species. With a plausible rate of 1–3 extinctions of Australian invertebrates per week, a recent pledge by the Australian government to prevent any further extinctions is clearly not being met and can only be addressed if highly imperilled invertebrates are recognised and supported. The ongoing loss of so many invertebrate species has probably led to subversion of ecological health and processes, the impacts of which are likely to become increasingly consequential.

Introduction

Some extinctions are momentous. The loss of the iconic thylacine, Thylacinus cynocephalus, Australia’s largest marsupial predator and sole recent species in the family Thylacinidae, has been widely mourned and recognised as a touchstone of biodiversity loss and the need for more effective conservation efforts in Australia (Holmes and Linnard, Reference Holmes and Linnard2023). In other cases, extinction represents a specific conservation failure: attempts had been made to prevent it, but were unsuccessful for various reasons (Woinarski et al., Reference Woinarski, Garnett, Legge and Lindenmayer2017; Woinarski, Reference Woinarski2018). However, many other extinctions occur largely unrecognised, with no targeted efforts made to prevent them, or without knowledge that the species was even in peril or, in some cases, without knowledge that the species even existed (‘dark extinctions’) (Boehm and Cronk, Reference Boehm and Cronk2021).

A recent study reported that 97 plant and animal species have been formally listed as extinct in Australia since its European colonisation in 1788, with a further three species listed as extinct in the wild (Woinarski et al., Reference Woinarski, Braby, Burbidge, Coates, Garnett, Fensham, Legge, McKenzie, Silcock and Murphy2019). That tally included 10 invertebrate species, only one of which is listed as extinct under Australian environmental legislation (the Lake Pedder earthworm, Hypolimnus pedderensis). However, that study noted that this was likely to be a considerable underestimate of the actual number of invertebrate extinctions. Such underreporting of invertebrate extinctions is a global characteristic and concern (e.g., Dunn, Reference Dunn2005; Carlton, Reference Carlton2023). In Australia, as is the case globally, this underreporting of invertebrate extinctions is largely because of major knowledge gaps about their existence and conservation status (Braby, Reference Braby2018; Taylor et al., Reference Taylor, Braby, Moir, Harvey, DPA, New, Kitching, McQuillan, Hogendoorn, Glatz, Andren, Cook, Henry, Valenzuela and Weinstein2018). Such uncertainty is representative, and a consequence, of major biases in conservation concern, with these biases permeating policy and responses (Cardoso et al., Reference Cardoso, Erwin, Borges and New2011a; Walsh et al., Reference Walsh, Watson, Bottrill, Joseph and Possingham2013) and reflective of societal attitudes that typically favour care for iconic and well-known species, particularly mammals and birds (Tisdell et al., Reference Tisdell, Wilson and Nantha2006, Reference Tisdell, Swarna Nantha and Wilson2007; Pearson et al., Reference Pearson, Mellish, McLeod, Sanders and Ryan2022).

In response to escalating rates of biodiversity loss, global initiatives (CBD [Convention on Biological Diversity], 2022) and national policies (Commonwealth of Australia, 2022) have committed to attempt to prevent further extinctions. However, while the Australian government’s 2022 commitment aims to prevent any extinction, the global target is much more qualified: “Ensure urgent management actions, to halt human-induced extinction of known threatened species …” (emphasis added, Target 4: Kunming-Montreal Global Biodiversity Framework) (CBD, 2022). This latter commitment sidesteps responsibility for trying to prevent the extinction of undescribed species or those not formally listed as threatened. Most invertebrate species will not meet these qualifiers.

There are major challenges in listing, or even estimating the number of, extinctions of invertebrate species (Stork, Reference Stork2010), and hence of trying to prevent them. A principal obstacle to formally listing invertebrate species as extinct is the evidentiary bar required. The IUCN defines extinction as “there is no reasonable doubt that the last individual has died” and “that exhaustive surveys have been undertaken in all known or likely habitat throughout its historical range” (IUCN Standards and Petitions Subcommittee, 2022). For many invertebrates, such certainty is impossible because of substantial knowledge gaps (Cardoso et al., Reference Cardoso, Erwin, Borges and New2011a). For example, Mora et al. (Reference Mora, Tittensor, Adl, Simpson and Worm2011) estimated that only around 14% of all species have been described taxonomically, and Chapman (Reference Chapman2009) estimated that only about 30% of Australian invertebrates have been described. The geographic range of many species is unknown, and major problems of detectability for most species, combined with little investment in surveys or robust long-term monitoring, have meant that there are substantial gaps in information on population size and trajectory, rendering quantitative IUCN assessments of their threatened status difficult or impossible under most criteria (Cardoso et al., Reference Cardoso, Erwin, Borges and New2011a; Didham et al., Reference Didham, Basset, Collins, Leather, Littlewood, Menz, Müller, Packer, Saunders, Schönrogge, Stewart, Yanoviak and Hassall2020; Rocha-Ortega et al., Reference Rocha-Ortega, Rodriguez and Córdoba-Aguilar2021; Rix et al., Reference Rix, Wilson, Laidlaw, Harvey, Rix and Rix2023). This poor knowledge base creates a data deficiency feedback loop that maintains a cycle of ignorance and inaction (Sanderson et al., Reference Sanderson, Braby and Bond2021). The evidence bar relates not only to the demonstration and formal listing of any species’ extinction but also for listing of species as threatened (Moir and Brennan, Reference Moir and Brennan2020), such that most highly imperilled Australian invertebrate species are not formally recognised as threatened (New, Reference New2009).

However, many recent studies elsewhere have demonstrated high, and hitherto unrecognised, rates of extinction in at least one large invertebrate group, landsnails (Régnier et al., Reference Régnier, Fontaine and Bouchet2009, Reference Régnier, Achaz, Lambert, Cowie, Bouchet and Fontaine2015a,Reference Régnier, Bouchet, Hayes, Yeung, Christensen, Chung, Fontaine and Cowieb), and documented major and ongoing declines across large swathes of the invertebrate fauna (Wagner, Reference Wagner2020; Wagner et al., Reference Wagner, Grames, Forister, Berenbaum and Stopak2021; Cowie et al., Reference Cowie, Bouchet and Fontaine2022). Such trends are also apparent in Australia, although the evidence is limited (Rix et al., Reference Rix, Huey, Main, Waldock, Harrison, Comer, Austin and Harvey2017; Braby, Reference Braby2019; Braby et al., Reference Braby, Yeates and Taylor2021; New, Reference New2022; Monteith, Reference Monteith2023).

One example indicating that there may be many more extinctions of Australian invertebrates than the formally recognised tally is in the fate of the endemic fauna of Christmas Island, an Australian territory in the Indian Ocean; of 200 invertebrate species recognised to be endemic to this island, 49 have not been reported for at least 100 years (James et al., Reference James, Green, Humphreys and Woinarski2019). Although some of these species may have persisted but have not been recorded, undoubtedly many are extinct. For example, in two cases of co-extinction, the flea Xenopsylla nesiotes and the tick Ixodes nitens were obligate ectoparasites of the extinct Maclear’s rat, Rattus macleari, endemic to Christmas Island, and have not been recorded since the host’s extinction in about 1902 (Colwell et al., Reference Colwell, Dunn and Harris2012; Kwak, Reference Kwak2018). Notwithstanding this evidence, none of the lost Christmas Island invertebrate species are formally recognised as extinct.

The available evidence for assessing extinction rates in invertebrates is thin and inconsistent. In Australia, the number of extinctions is known (with reasonable confidence) for at least one well-studied and comprehensively inventoried group of invertebrates, butterflies. Of 218 Australian endemic species, there have been no known extinctions (Geyle et al., Reference Geyle, Braby, Andren, Beaver, Bell, Byrne, Castles, Douglas, Glatz, Haywood, Hendry, Kitching, Lambkin, Meyer, Moore, Moss, Nally, New, Palmer, Petrie, Potter-Craven, Richards, Sanderson, Stolarski, Taylor, Williams, Woinarski and Garnett2021), although the Laced Fritillary, Argynnis hyperbius inconstans, an Australian endemic subspecies, is now very likely to be extinct (Lambkin, Reference Lambkin2017). Likewise, low extinction rates of butterflies have been reported for other continents (Dunn, Reference Dunn2005). A global review of the conservation status of a large suite of randomly selected Odonata reported that there were zero extinctions amongst the pool of 1,500 species considered (Clausnitzer et al., Reference Clausnitzer, Kalkman, Ram, Collen, Baillie, Bedjanic, Darwall, Dijkstra, Dow, Hawking, Karube, Malikova, Paulson, Schutte, Suhling, Villanuevam, Ellenreider and Wilson2009). However, such apparently low rates of extinction in taxonomic groups with characteristically high dispersal ability contrast to the fates of groups characterised by limited dispersal capability. For example, Sullivan and Ozman-Sullivan (Reference Sullivan and Ozman-Sullivan2021) considered that among the world’s estimated 1,250,000 mite species, 15% were extinct, with this high rate due to the very small ranges of many species coinciding with high rates of habitat destruction. High rates of extinctions have also been reported for the world’s land snails, with 7% estimated by Régnier et al., (Reference Régnier, Achaz, Lambert, Cowie, Bouchet and Fontaine2015a) and 10–17% by Cowie et al., (Reference Cowie, Régnier, Fontaine and Bouchet2017). Based in part on these estimates of extinction proportions in land snails, Cardoso et al. (Reference Cardoso, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kwak, Mammola, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Samways2020) suggested that 5–10% of the world’s invertebrates have become extinct since the industrial age. Collen et al. (Reference Collen, Böhm, Kemp and Baillie2012) provided a comparable global extinction proportion (7%) for terrestrial invertebrates; however, this was based on a very small set of 3,623 species for which Red List assessments were then available.

Our objectives in this paper are to (i) attempt to estimate the number and rate of extinctions of endemic Australian non-marine invertebrate species; (ii) describe caveats, assumptions and uncertainties around such estimates; (iii) consider how current rates of invertebrate extinctions may be addressed by, or may subvert, current policy to prevent extinctions; and (iv) develop a set of responses that may help to reduce the current rate of extinctions in Australian invertebrates.

There are several reasons why we consider that it is desirable to estimate the tally of invertebrate extinctions: (i) it will help to provide a more comprehensive and quantitative estimate of the total loss of biodiversity in Australia; (ii) it will help to describe the consequences of historic and current conservation biases and may provide a justification for redressing those biases; (iii) it will contextualise the magnitude of the task to prevent further extinctions; (iv) it may help to identify the factors that have caused major biodiversity loss and hence those that should be managed to reduce future losses; and (v) it may help to assess and understand the likely ecological consequences of such loss. Our focus in this paper is on the extent of loss in Australian invertebrates but our findings and response are likely to be globally representative.

Methods and assumptions

The analytical steps and assumptions are described in Tables 1 and 2, and additional details on derivation of parameter estimates and uncertainty are provided in Appendix S1.

Table 1. Estimates of the number of non-marine invertebrate species endemic to Australia, including analytical pathway and assumptions. In the lower part of the table, the five estimates are derived by simply taking the product of each row in a column. For example, for the second column in the body of the table (Stork Reference Stork1993), the estimate of the number of non-marine invertebrate species endemic to Australia is 5,900,000*1.565*0.84*(0.056─0.073)*0.9 = 390,896─509,561. The proportion of invertebrate species native to Australia is given as a range of plausible values, and as a result, most of the estimates of number of Australian endemic non-marine invertebrates are also expressed as a range; to calculate the mean of these estimates, the mid-point of the range was used

Table 2. Estimates of proportion of extinct Australian endemic non-marine invertebrate species, including assumptions

Number of Australian endemic non-marine invertebrate species

Our focus is on terrestrial and aquatic (i.e., non-marine) invertebrate species that are endemic to Australia. We exclude marine species because they are even less well known than terrestrial species, and because this focus makes for a more consistent comparison with extinction rates of Australian terrestrial vertebrates; we consider both terrestrial and aquatic species because many invertebrate species have life cycles that span both environments; and we restrict the analysis to endemic species to better compare with extinction rates in Australian endemic plant and vertebrate species, and because the conservation responsibility for non-endemic species is not exclusively Australian.

The species richness of Australian invertebrates has not been well resolved (Greenslade and New, Reference Greenslade, New, Collins and Thomas1991; Majer et al., Reference Majer, Recher, Heterick and Postle2002; Yeates et al., Reference Yeates, Harvey and Austin2003), with a small proportion of named species, and large proportions of known but undescribed species and unknown and unnamed species (New, Reference New2022). A key requirement of our analyses was an estimate of the number of Australian endemic non-marine invertebrate species extant at the time of European colonisation. To account for inherent uncertainty in a single estimate taken from the published literature, we used five separate estimates (Table 1). These were derived from published estimates of either the Australian or global number of invertebrate species or, if unavailable, of insect species.

First, we used the estimate of Chapman (Reference Chapman2009) of 320,465 Australian native invertebrate species. To convert this figure to non-marine invertebrate species endemic to Australia, we followed Austin et al. (Reference Austin, Yeates, Cassis, Fletcher, La Salle, Lawrence, McQuillan, Mound, Bickel, Gullan, Hales and Taylor2004) and Raven and Yeates (Reference Raven and Yeates2007) recognising that at least 90% of these are endemic, and 84% of these are non-marine (Costello et al., Reference Costello, Wilson and Houlding2012), giving an estimate of 242,272 species (Table 1).

Second, we used four independent estimates of the global number of insect species. The first three were those collated by Stork (Reference Stork2018) and used to derive an overall mean estimate of insect species richness: Stork (Reference Stork1993), Mora et al. (Reference Mora, Tittensor, Adl, Simpson and Worm2011) and Stork et al. (Reference Stork, McBroom, Gely and Hamilton2015), with a mean of 4.9 million insect species. Subsequent global analyses that encompass morphologically cryptic species revealed by molecular data (Larsen et al., Reference Larsen, Miller, Rhodes and Wiens2017; Li and Wiens, Reference Li and Wiens2023; Wiens, Reference Wiens2023) have led to marked increases in these tallies, with a global estimate of 21.1 million insect species (Li and Wiens, Reference Li and Wiens2023). Several recent Australian studies have supported the potentially large extent of previously unrecognised cryptic diversity (Andersen et al., Reference Andersen, Hoffmann and Sparks2016, Reference Andersen, Brassard and Hoffmann2023). To convert these four estimates to terrestrial invertebrate species endemic to Australia, we assumed that invertebrate richness is 156.5% of insect richness (Chapman, Reference Chapman2009) and that Australian species make up 5.6–7.3% of the global total (Chapman, Reference Chapman2009; Cranston, Reference Cranston, Foottit and Adler2009, Reference Cranston2010). As above, we also assume that 84% of species are terrestrial (Costello et al., Reference Costello, Wilson and Houlding2012), and 90% of Australian invertebrate species are endemic. Hence, we derived estimates ranging from 172,259 to 1,822,327 (2.5% and 97.5% quantiles matching the lower and upper plausible bounds) for the number of endemic non-marine invertebrate species (Table 1).

Extinction tallies and rates

Extinction tallies and rates given here are for the period since the European colonisation of Australia (1788). We adopted two largely independent and complementary methods to estimate the likely proportion of Australian endemic non-marine invertebrate species that have become extinct over this period. Whenever possible, we generated lower and upper plausible bounds of our estimate of the number of extinctions.

Approach 1. The first approach was to calculate the average extinction rate as a percentage across Australian endemic species in well-known taxonomic groups (plants, freshwater fish, frogs and terrestrial reptiles, birds and mammals) (Woinarski et al., Reference Woinarski, Braby, Burbidge, Coates, Garnett, Fensham, Legge, McKenzie, Silcock and Murphy2019, Reference Woinarski, Garnett and Leggein press) and apply this proportion to the estimated number of endemic Australian non-marine invertebrate species. The principal assumption with this approach is that the extinction proportion for Australian invertebrates is similar to that of other taxonomic groups in Australia. This broad assumption has been applied in some previous assessments of the total number of global extinctions (Pimm and Raven, Reference Pimm and Raven2000; Dunn, Reference Dunn2005), although marked disparities amongst taxonomic groups in levels of imperilment and extinction are now well demonstrated (e.g., Luedtke et al., Reference Luedtke, Chanson, Neam, Hobin, Maciel, Catenazzi, Borzée, Hamidy, Aowphol, Jean, Sosa-Bartuano, Fong, de Silva, Fouquet, Angulo, Kidov, Muñoz Saravia, Diesmos, Tominaga, Shrestha, Gratwicke, Tjaturadi, Martínez Rivera, Vásquez Almazán, Señaris, Chandramouli, Strüssmann, Fabiola Cortez Fernández, Azat, Hoskin, Hilton-Taylor, Whyte, Gower, Olson, Cisneros-Heredia, José Santana, Nagombi, Najafi-Majd, Quah, Bolaños, Xie, Brusquetti, Álvarez, Andreone, Glaw, Enrique Castañeda, Kraus, Parra-Olea, Chaves, Medina-Rangel, González-Durán, Mauricio Ortega-Andrade, Machado, Das, Ribeiro Dias, Urbina-Cardona, Crnobrnja-Isailović, Yang, Jianping, Tshelthrim Wangyal, JJL, Measey, Vasudevan, Onn Chan, Vasudeva Gururaja, Ovaska, Warr, Canseco-Márquez, Toledo, Díaz, MMH, Meegaskumbura, Acevedo, Napoli, Ponce, Vaira, Lampo, Yánez-Muñoz, Scherz, Rödel, Matsui, Fildor, Kusrini, Ahmed, Rais, Kouamé, García, Gonwouo, Burrowes, Imbun, Wagner, PJR, Joglar, Auguste, Brandão, Ibáñez, von May, Hedges, Biju, Ganesh, Wren, Das, Flechas, Ashpole, Robleto-Hernández, Loader, Incháustegui, Garg, Phimmachak, Richards, Slimani, Osborne-Naikatini, Abreu-Jardim, Condez, De Carvalho, Cutajar, Pierson, Nguyen, Kaya, Yuan, Long, Langhammer and Stuart2023). Applying the extinction proportions for Australian endemic plants and terrestrial vertebrates to Australian invertebrates is plausible, or even conservative, as there are likely to be many cases of co-extinctions of invertebrates with their plant or animal hosts (Moir and Brennan, Reference Moir and Brennan2020; Moir, Reference Moir2021). Furthermore, invertebrate species are more likely to have smaller ranges than vertebrate species (Yeates et al., Reference Yeates, Bouchard and Monteith2002; Dunn, Reference Dunn2005; Harvey et al., Reference Harvey, Rix, Framenau, Hamilton, Johnson, Teale, Humphreys and Humphreys2011), and there is a strong relationship between range size and extinction risk (Böhm et al., Reference Böhm, Williams, Bramhall, McMillan, Davidson, Garcia, Bland, Bielby and Collen2016; Chichorro et al., Reference Chichorro, Juslén and Cardoso2019). Conversely, the small home ranges of many invertebrate species may allow them to persist in smaller habitat fragments than most vertebrate species could. Invertebrate species are likely to be susceptible to many of the same factors that have been responsible for extinctions in other taxonomic groups (Sands, 2018; Cardoso et al., Reference Cardoso, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kwak, Mammola, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Samways2020), in addition to threatening processes that have limited impacts on plants and vertebrates (such as widespread use of insecticides) (Dunn, Reference Dunn2005; Sands, 2018; Samways et al., Reference Samways, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kaila, Kwak, Maes, Mammloa, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Cardoso2020; Wagner et al., Reference Wagner, Grames, Forister, Berenbaum and Stopak2021). Furthermore, the proportion of unrecognised and undescribed species is far higher for invertebrates than for plants and vertebrates, and there is a tendency for higher rates of loss and imperilment amongst undescribed than described species (McKinney, Reference McKinney1999; Liu et al., Reference Liu, Slik, Zheng and Lindenmayer2022; Boyle et al., Reference Boyle, Sharp, Barclay, Chung, Ewers, de Rougemont, Bonebrake, Kitching, Stork and Ashton2024). Also, there is a strong bias in conservation response and investment towards vertebrates, particularly mammals and birds (Walsh et al., Reference Walsh, Watson, Bottrill, Joseph and Possingham2013), so that imperilled species in these groups would have been more likely to have been saved from extinction through conservation investments and actions than for equally imperilled invertebrate species (Langhammer et al., Reference Langhammer, Bull, Bicknell, Oakley, Brown, Bruford, Butchart, Carr, Church, Cooney, Cutajar, Foden, Foster, Gascon, Geldmann, Genovesi, Hoffman, Howard-McCombe, Lewis, Macfarlane, Melvin, Merizalde, Morehouse, Pagad, Polidoro, Sechrest, Segelbacher, Smith, Steadman, Strongin, Williams, Woodley and Brooks2024). Given these characteristics and assumptions, the application of the extinction rates for Australian vertebrates and plants is likely to be conservative for estimating the proportion of Australian invertebrate extinctions. However, the extinction rate for Australian mammals is exceptionally high relative to other taxonomic groups in Australia, and relative to mammals globally (Woinarski et al., Reference Woinarski, Burbidge and Harrison2015), so in the lower bound strand of this analysis, we recognise this atypicality and exclude mammals from the averaged extinction rate applied to Australian invertebrates.

Calculations of extinction rates in Australian plants and groups of vertebrate animals are detailed in Appendix S1. The average extinction rate across Australian plants, and Australian endemic freshwater fish, frogs, terrestrial reptiles, birds and mammals is 1.07%; the lower bound (excluding the exceptional rate for mammals) is 0.85%, and upper bound is 3.10%.

Approach 2. We used the conservation status assigned by the IUCN to invertebrate species (IUCN, 2023) and applied the global percentage of extinct invertebrate species to the estimated number of Australian invertebrate species. This method assumes Australian invertebrates have become extinct at the same rates as invertebrates globally. This assumption may be tenuous because, for most taxonomic groups, threats and rates of decline and loss vary globally. Extinction rates are particularly high on islands (Régnier et al., Reference Régnier, Bouchet, Hayes, Yeung, Christensen, Chung, Fontaine and Cowie2015b; Terzopoulou et al., Reference Terzopoulou, Rigal, Whittaker, Borges and Triantis2015; Yeung and Hayes, Reference Yeung and Hayes2018; Cowie et al., Reference Cowie, Bouchet and Fontaine2022), and Australia has many islands (> 700 with area > 1 km2), including Tasmania and endemic-rich oceanic islands such as Christmas, Lord Howe and Norfolk (Woinarski et al., Reference Woinarski, Burbidge, Reside, Moro, Ball and Bryant2018; Hyman et al., Reference Hyman, Caiza and Köhler2023), and the long period of Australia’s isolation has also meant that the Australian biota shares the island characteristic of susceptibility to new threats (Woinarski et al., Reference Woinarski, Burbidge and Harrison2015; Legge et al., Reference Legge, Rumpff, Garnett and Woinarski2023). Furthermore, Australian rates of habitat destruction and fragmentation have been above global averages, for example, with >40% forest loss (Bradshaw, Reference Bradshaw2012), and many invasive species now occur pervasively across the continent (Legge et al., Reference Legge, Murphy, McGregor, Woinarski, Augusteyn, Ballard, Baseler, Buckmaster, Dickman, Doherty, Edwards, Eyre, Fancourt, Ferguson, Forsyth, Geary, Gentle, Gillespie, Greenwood, Hohnen, Hume, Johnson, Maxwell, McDonald, Morris, Moseby, Newsome, Nimmo, Paltridge, Ramsey, Read, Rendall, Rich, Ritchie, Rowland, Short, Stokeld, Sutherland, Wayne, Woodford and Zewe2017).

The IUCN assessments we used (IUCN, 2023) cover the period 1,500–2023, whereas our interest here is in extinctions since 1788; however, this different timespan is unlikely to have a substantial impact because very few of the recognised global extinctions occurred in the period 1,500–1788 (Ceballos et al., Reference Ceballos, Ehrlich, Barnosky, García, Pringle and Palmer2015). The IUCN Red List status assessments of invertebrates (27,363 species) encompass only a small proportion of the world’s invertebrate species (>7 million: Stork, Reference Stork2018), and it is possible that attention has focused particularly on those invertebrate groups known to be particularly imperilled, which may over-inflate the extinction proportion. Conversely, IUCN assessments are mostly undertaken only for described species, with undescribed species assessed only in exceptional circumstances, so the likely many cases of dark extinctions of invertebrates are heavily under-represented, giving conservative estimates. The IUCN Red List categories include extinct in the wild and Critically Endangered (possibly extinct). The ‘possibly extinct’ label is used by the IUCN as a tag to denote species that are likely already extinct (or extinct in the wild) but require more investigation for this to be confirmed. As an upper bound, we add these to the global tally of extinct invertebrate species. Of the 27,363 invertebrate species globally for which conservation status has been assessed by the IUCN, 384 (1.40%) are listed as extinct, and a further 320 species are considered extinct in the Wild or Critically Endangered (possibly extinct) (collectively 2.57%). The mid-point of these rates is 1.99%.

Annual rate of extinctions: Prediction for 2024

To predict the current (i.e., 2024) annual rate of extinctions from the estimated tally of extinctions over this 236-year period, we took two alternatives: (i) assume that the annual extinction rate is constant over this period or (ii) assume that the extinction rate is variable over time and related to the cumulative extent of environmental modification, here represented by changes over time in the size of Australia’s human population (Figure S5). The constant annual rate is conservative and unlikely, as the threat burden on invertebrates was undoubtedly far less in earlier years than in recent years (Régnier et al., Reference Régnier, Bouchet, Hayes, Yeung, Christensen, Chung, Fontaine and Cowie2015b), although a reasonably constant rate of extinctions (at least since about 1840) was reported for the set of 97 Australian extinctions described by Woinarski et al. (Reference Woinarski, Braby, Burbidge, Coates, Garnett, Fensham, Legge, McKenzie, Silcock and Murphy2019). For the latter approach, assuming the invertebrate extinction rate mirrors the growth in the human population size, the expected number of extinctions in 2024 is 1.62% of all extinctions over the period 1788 to 2024 (Figure S6). This second approach is more plausible, but human population size is a very inexact surrogate for threat load. In reality, extinction rates have probably varied over time with pulses of extinctions of Australian invertebrates associated with the introduction of rodents to oceanic islands, episodes of intensive habitat destruction, fragmentation and consequent extinction debt and, increasingly, impacts from climate change (Harvey et al., Reference Harvey, Tougeron, Gols, Heinen, Abarca, Abram, Basset, Berg, Boggs, Brodeur, Cardoso, de Boer, De Snoo, Deacon, Dell, Desneux, Dillon, Duffy, Dyer, Ellers, Espíndola, Fordyce, Forister, Fukushima, Gage, García-Robledo, Gely, Gobbi, Hallmann, Hance, Harte, Hochkirch, Hof, Hoffmann, Kingsolver, Lamarre, Laurance, Lavandero, Leather, Lehmann, Le Lann, Lopez-Uribe, Ma, Ma, Moiroux, Monticelli, Nice, Ode, Pincebourde, Ripple, Rowe, Samways, Sentis, Shah, Stork, Terblanche, Thakur, Thomas, Tylianakis, Van Baaren, Van de Pol, Van der Putten, Van Dyck, WCEP, Wagner, Weisser, Wetzel, Woods, KAG and Chown2023; Wiens and Zelinka, Reference Wiens and Zelinka2024), albeit perhaps moderated by increasing establishment of the conservation reserve system and other conservation management and legislation. In analyses below, we adopted the uniform rate of extinctions over time as the lower bound for estimating the proportion of post-1788 extinctions that will occur in 2024 (i.e., 0.42% [= 1/236] as the current annual rate). For the upper bound, based on the assumption that the extinction rate varies over time in parallel with human population, we determined that 1.62% (i.e., Australia’s population in 2024 (26.7 million) divided by the sum of annual tallies of Australia’s population across the years 1788 to 2024) of the total number of extinctions since 1788 will occur in 2024.

Analysis

For each of the two approaches to estimating extinction rates, we use Monte Carlo simulation to make 100,000 choices of combinations across the simulated distributions of the two initial elements in the chain of analysis (numbers of Australian non-marine invertebrate species, proportional extinction rate). To derive the two simulated distributions, we assume that our lower and upper estimates correspond to 95% confidence intervals (see Appendix S1 for workings). We then estimate the numbers of extinctions expected in 2024 from the outcomes of this Monte Carlo simulation, based on the extinction rate being constant over years or on the annual rate being concordant with growth in the human population.

Results

Detailed results are given in Appendix S1 and summarised in Table 3. We estimate that since the European colonisation 236 years ago, the number of Australian endemic non-marine invertebrate species rendered extinct is 9,111, with 2.5% and 97.5% quantiles matching the lower and upper plausible bounds of 1,465─56,828 (Table 3). This overall estimate combined two approaches: Approach 1 (using the Australian extinction rate for non-invertebrates) suggested 6,367 species (plausible bounds: 1,465─56,828) and Approach 2 (using the global extinction rate for invertebrates) suggested 11,856 species (2.5% and 97.5% quantiles: 2,402─47,133). These tallies equate to an expected number of extinctions occurring in the year 2024 of 39─148 species, equating to around 1─3 extinctions per week.

Table 3. Estimates of the total number of extinctions of Australian endemic non-marine invertebrate species since European colonisation (1788─2024), and in 2024 alone

Discussion

Our estimate of the number of Australian non-marine invertebrate species that have become extinct since 1788 (about 9,100 species) recalibrates long-held perceptions of the extent of biodiversity loss in Australia and its taxonomic characteristics. Our estimate vastly exceeds the extinction tally of 97 species reported across all taxonomic groups in Australia (Woinarski et al., Reference Woinarski, Braby, Burbidge, Coates, Garnett, Fensham, Legge, McKenzie, Silcock and Murphy2019), and the single species of invertebrate listed as extinct under Australian legislation. Whereas almost all extinctions of Australian vertebrate species have been formally recognised and hence dominate the extinction narrative, we conclude that only a tiny proportion (ca. 0.1%) of the invertebrate extinctions have been recognised, and only about 0.01% of the invertebrate extinctions are listed under Australian law. This indicates a massive distortion and under-appreciation of the historic and ongoing loss of Australian biodiversity (Figure 1).

Figure 1. Schematic representation of the numbers of Extinct Australian endemic vertebrate species (right) and invertebrate species (left), drawn to approximate scale (i.e., the ratio of the pie area for invertebrates to that of vertebrates is similar to the estimated ratio of number of extinctions). ‘Listed’ means formally recognised as extinct by the IUCN or under Australian legislation. The four categories in each pie represent the number of formally recognised and listed extinctions (red); the number of known extinctions, that are not yet formally listed, of known species (yellow); the estimated number of ‘unknown’ extinctions of described species (black); and the estimated number of ‘unknown’ extinctions of undescribed species (grey).

But, even more importantly, our analysis provides a warning of the likely continuing and escalating high rates of looming extinctions. We predict that 39─148 Australian endemic non-marine invertebrate species will become extinct in 2024 (i.e., 1─3 extinctions per week) and that unless there is a major increase in investment and change in conservation priorities, and more effective control of threats, this rate of extinction will increase. We should not simply maintain the current conservation status quo and let these extinctions happen. Our assessment should provide a catalyst for redressing some of the taxonomic inequality in conservation.

Are these tallies plausible? We explicitly recognise many assumptions and caveats in these estimations; however, most of these assumptions are conservative. The two main lines of evidence that we use to estimate the proportional extinction rate since 1788 of Australian endemic invertebrate species are based on independent approaches but result in tallies that are of comparable magnitude. Our estimates are based on proportional extinctions for Australian invertebrate species of 0.9–3.1% (Approach 1) and 1.4–2.6% (Approach 2) (Table 2), substantially lower proportions than the global estimate of 5–10% assumed by Cardoso et al. (Reference Cardoso, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kwak, Mammola, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Samways2020). We recognise the wide bounds around our estimates but consider that these are currently inescapable particularly given uncertainties about the total number of invertebrate species. However, even the low bound of our estimate represents a vast increase in previously reported numbers of extinctions in Australia.

Extinction in Australian invertebrates has undoubtedly fallen unevenly across taxonomic groups. Characteristics of some invertebrate groups render them particularly susceptible to extinction (New, Reference New2022; Harvey et al., Reference Harvey, Tougeron, Gols, Heinen, Abarca, Abram, Basset, Berg, Boggs, Brodeur, Cardoso, de Boer, De Snoo, Deacon, Dell, Desneux, Dillon, Duffy, Dyer, Ellers, Espíndola, Fordyce, Forister, Fukushima, Gage, García-Robledo, Gely, Gobbi, Hallmann, Hance, Harte, Hochkirch, Hof, Hoffmann, Kingsolver, Lamarre, Laurance, Lavandero, Leather, Lehmann, Le Lann, Lopez-Uribe, Ma, Ma, Moiroux, Monticelli, Nice, Ode, Pincebourde, Ripple, Rowe, Samways, Sentis, Shah, Stork, Terblanche, Thakur, Thomas, Tylianakis, Van Baaren, Van de Pol, Van der Putten, Van Dyck, WCEP, Wagner, Weisser, Wetzel, Woods, KAG and Chown2023). Many Australian non-marine invertebrates are short-range endemics (< 10,000 km2, with some known only from a single site or a habitat patch of a few hectares) (Moir and Young, Reference Moir and Young2023), with such range limitation associated with limited dispersal capability, susceptibility to disturbance and desiccation and extreme habitat specialisation. Examples include many species in groups such as Heliozelidae (micro-moths), Triozidae (plantlice), Gastropoda (snails and slugs), Oligochaeta (earthworms), Onychophora (velvet worms), Araneae (mygalomorph spiders), Diplopoda (millipedes), Phreatoicidea (phreatoicidean crustaceans) and Decapoda (freshwater crayfish) (Harvey, Reference Harvey2002). Such species are particularly at risk with even small extents of habitat destruction or degradation. Furthermore, even where their habitat is protected within conservation reserves, short-range endemics with specialised habitat requirements may be at risk from other threats such as weeds, disease, fire and introduced animals. For example, for such short-range endemics, fires of exceptional severity, or where the interval between fires is too short to allow for recovery may eliminate the entire population (Gibb et al., Reference Gibb, Grubb, Black, Porch, Decker, McGeoch, Deane and Murphy2023); or, if occurring at more than one site, the consequences of any such local losses are likely to be compounded by their typically poor dispersal ability reducing the likelihood of recolonisation from any patches that may have evaded destruction. Island endemics represent a particular type of short-range endemism, as long periods of isolation have left them with pronounced susceptibility to invasive species. Extinction risk is also high for invertebrate species with tight dependency on other species (Moir, Reference Moir2021). Species occurring in environments that are now extensively modified or transformed (e.g., temperate grasslands now largely used for intensive agriculture or housing developments) may also be at high risk of extinction. Increasingly, climate change will accentuate susceptibility, compound the impacts of existing threats, and ratchet up extinction rates (Harvey et al., Reference Harvey, Tougeron, Gols, Heinen, Abarca, Abram, Basset, Berg, Boggs, Brodeur, Cardoso, de Boer, De Snoo, Deacon, Dell, Desneux, Dillon, Duffy, Dyer, Ellers, Espíndola, Fordyce, Forister, Fukushima, Gage, García-Robledo, Gely, Gobbi, Hallmann, Hance, Harte, Hochkirch, Hof, Hoffmann, Kingsolver, Lamarre, Laurance, Lavandero, Leather, Lehmann, Le Lann, Lopez-Uribe, Ma, Ma, Moiroux, Monticelli, Nice, Ode, Pincebourde, Ripple, Rowe, Samways, Sentis, Shah, Stork, Terblanche, Thakur, Thomas, Tylianakis, Van Baaren, Van de Pol, Van der Putten, Van Dyck, WCEP, Wagner, Weisser, Wetzel, Woods, KAG and Chown2023; Wiens and Zelinka, Reference Wiens and Zelinka2024). Species associated with particularly narrow climatic or biotic envelopes (e.g., karstic or montane refugia) may be particularly likely to disappear as their habitat and ecological framework is subverted by climate change.

Our results serve to illustrate the consequences of the taxonomic biases permeating conservation. Although surveys have shown that the Australian public supports commitments to prevent extinctions (Zander et al., Reference Zander, St-Laurent, Hogg, Sunnucks, Woinarski, Legge, Burton, Pandit, Hagerman and Garnett2021, Reference Zander, Burton, Pandit, Gunawardena, Pannell and Garnett2022), relative to vertebrates and plants, invertebrates are valued less by the Australian community (Tisdell et al., Reference Tisdell, Swarna Nantha and Wilson2007), so there is less concern for their conservation and relative indifference to their extinction (Woinarski et al., Reference Woinarski, Garnett and Zander2024). As a consequence of such pervasive taxonomic biases, conservation of the Australian (and global) invertebrate fauna is hampered by profound knowledge gaps in taxonomy, distribution, threats, life cycles, ecological interactions, management needs, population size and trajectory and conservation status (Cardoso et al., Reference Cardoso, Borges, Triantis, Ferrández and Martín2011b; Taylor et al., Reference Taylor, Braby, Moir, Harvey, DPA, New, Kitching, McQuillan, Hogendoorn, Glatz, Andren, Cook, Henry, Valenzuela and Weinstein2018). Yet, this knowledge is critical for listing species as threatened (and hence providing them with some conservation protection and scrutiny) and for management to prevent extinction. In part because of public disinterest, governments invest less in the conservation of imperilled invertebrates: for example, Australian governments allocated at least $12 million towards the recovery of the Endangered Koala, Phascolarctos cinereus, following high severity wildfires in 2019–2020 (which burnt 17% of koala distribution), far more than the collective investment in recovery for 382 invertebrate species that had all of their known range burnt (Marsh et al., Reference Marsh, Bal, Fraser, Umbers, Latty, Greenville, Rumpff and Woinarski2022). Furthermore, some ecologists have argued that the extinction of any invertebrate species is typically less consequential than for a vertebrate species, on the presumption that there is much more ecological redundancy amongst invertebrates (Walker, Reference Walker1992). Such biases and knowledge gaps all serve to render invertebrate species increasingly imperilled; make it less likely that efforts are made to prevent their extinction; less likely that any such efforts, if made, will be successful; and, when invertebrate extinctions occur, less likely that they are noticed, formally recognised or mourned.

Australian government conservation policy now has stated aims to prevent extinction (Commonwealth of Australia, 2022) with an explicit objective over a 10-year timeframe (2022–2032) that “new extinctions of plants and animals are prevented” and a target that “species at high risk of imminent extinction are identified and supported to persist”. This is explicitly (and admirably) egalitarian: all species are meant to be covered by this protection. With a plausible, and likely undiminishing, rate of 1–3 extinctions of Australian invertebrates per week, this commitment is clearly not being met, and can be met only if highly imperilled invertebrates are recognised and supported. However, so long as invertebrate extinctions remain nameless and invisible, this failure cannot be demonstrated, or readily overcome; and efforts will instead be directed towards the less imperilled, but better-known and iconic species.

To some extent, our assessment is clutching at air: although we can estimate the likely number of extinctions, we cannot put names to (most of) them. This invites scepticism; and the anonymity of the extinct species may simply reinforce public and political disinterest and incredulity. Whereas tangible evidence is available for some dark extinctions – for example, diagnostic shells of some land snails may persist long after the species has disappeared (Régnier et al., Reference Régnier, Bouchet, Hayes, Yeung, Christensen, Chung, Fontaine and Cowie2015b) – many extinct invertebrate species are likely to have disappeared and left no trace: they were never discovered and will never be so now. We coin the term ‘ghost extinctions’ for such cases of dark extinctions where, in the absence of any physical evidence, the likely existence and subsequent loss of a species may be imputed solely from ecological, evolutionary or taxonomic reasoning. For example, for the isopod genus Crenoicus, Wilson (Reference Wilson2008) noted the known extinction of one Australian species, that sampling had been limited across the geographic range of the genus, that there was a high level of speciation and short-range endemism, that there was a tight dependence of extant species upon naturally fragmented environmental features (highland springs and Sphagnum bogs) that were now largely cleared or heavily degraded; and, on this basis, argued that many (undiscovered and now undiscoverable) species were likely to have existed but were now extinct.

Our analysis provides estimates of the number of extinctions and rates of ongoing extinctions in Australian invertebrates. However, the main impediment to preventing further extinctions of Australian invertebrate species, or even in reducing the rate of extinctions, is that mostly we do not know which species most need help to prevent extinction (most will not even be described: Figure 1), where they are, or what help is needed.

Notwithstanding the difficulties, there are recognised approaches that can foster better conservation outcomes (including constraining the rate of ongoing extinctions) for invertebrates in Australia, and globally (Sands, 2018; Taylor et al., Reference Taylor, Braby, Moir, Harvey, DPA, New, Kitching, McQuillan, Hogendoorn, Glatz, Andren, Cook, Henry, Valenzuela and Weinstein2018; Harvey et al., Reference Harvey, Heinen, Armbrecht, Basset, Baxter-Gilbert, Bezemer, Böhm, Bommarco, Borges, Cardoso, Clausnitzer, Cornelisse, Crone, Dicke, Dijkstra, Dyer, Ellers, Fartmann, Forister, Furlong, Garcia-Aguayo, Gerlach, Gols, Goulson, Habel, Haddad, Hallmann, Henriques, Herbesrstein, Hochkirch, Hughes, Jepsen, Jones, Kaydan, Kleijn, Klein, Latty, Leather, Lewis, Lister, Losey, Lowe, Macadam, Montoya-Lerma, Nagano, Ogan, Orr, Painting, Pham, Potts, Rauf, Roslin, Samways, Sabnchez-Bayo, Sar, Schultz, Soares, Thancharoen, Tscharntke, Tylianakis, Umbers, Ve, Visser, Vujic, Wagner, WallisDeVries, Westphal, White, Wilkins, Williams, Wyckhuys, Zhu and de Kroon2020; Kawahara et al., Reference Kawahara, Reeves, Barber and Black2021; Braby et al., Reference Braby, Yeates and Taylor2021; New, Reference New2022). Foundational to such conservation change is recognition of the current rate of invertebrate declines and extinctions and the ecological ramifications of such extensive loss, including subversion of the numerous and pervasive ecological services, many vital for our existence, provided by invertebrates (Cardoso et al., Reference Cardoso, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kwak, Mammola, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Samways2020; Samways et al., Reference Samways, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kaila, Kwak, Maes, Mammloa, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Cardoso2020). Also fundamental is the need to increase public and political awareness of invertebrates, including their values and rights (Woolaston and Akhtar-Khavari, Reference Woolaston and Akhtar-Khavari2020); and that community concern for, and government commitments to, preventing extinction should better encompass invertebrate species.

More investment is needed to increase knowledge about (and hence increase the capability to conserve) invertebrates, especially in taxonomy, but also inventory, monitoring and identifying the key threatening processes that affect them. Some streamlining of knowledge gain is possible (Costello et al., Reference Costello, May and Stork2013): for example, advances in barcoding and e-DNA sampling are allowing quicker and more comprehensive inventory, monitoring and species recognition (Ruppert et al., Reference Ruppert, Kline and Rahman2019; Liu et al., Reference Liu, Clarke, Baker, Jordan and Burridge2020), and such advances could be used to underpin a national monitoring programme that can encompass currently undescribed species. However, even with such technological progress and significantly more investment, the rate of knowledge gain may well not match the rate of biodiversity loss, so additional conservation approaches are also needed (Moir and Brennan, Reference Moir and Brennan2020). One priority would be to attempt to consolidate existing museum collections that already preserve vast numbers of undescribed species and collect as comprehensively as possible across currently undescribed species that have yet to be sampled to maintain some record of species likely to become extinct in the near future. At least then, future generations may have some appreciation of what has been lost (Cowie et al., Reference Cowie, Bouchet and Fontaine2022). A national programme dedicated to species discovery, BushBlitz, has been operating since 2010 and has detected more than 1,900 new invertebrate species (https://bushblitz.org.au/).

As an additional conservation approach, we suggest that Australian specialists develop a collated list of potentially extinct invertebrate species, including ‘lost’ species unreported for many decades (e.g., Hyman et al., Reference Hyman, Caiza and Köhler2023). This may help add substance to our estimated extinction tallies. But even more importantly, if such species are not actually extinct, they may be highly imperilled and may need prioritised conservation attention. Such lists of lost species have been developed for vertebrates, prompting public interest, targeted searches, and consequently, in some cases, rediscovery and the urgent implementation of conservation actions needed to prevent extinction (e.g., Lindken et al., Reference Lindken, Anderson, Ariano-Sánchez, Barki, Biggs, Bowles, Chaitanya, Cronin, Jähnig, Jeschke, Kennerley, Lacher, Luedtke, Liu, Long, Mallon, Martin, Meiri, Pasachnik, Reynoso, Stanford, Stephenson, Tolley, Torres-Carvajal, Waldien, Woinarski and Evans2024). Indeed, there are several cases of Australian endemic terrestrial invertebrates that were thought to be extinct (based on long periods without records) that have been re-discovered recently as a consequence of further targeted searches: examples include the flea Wurunjerria warnekei (Steventon et al., Reference Steventon, Harley, Wicker, Legione, Devlin and Hufschmid2022) and the beetle Cormodes darwini (Reid and Hutton, Reference Reid and Hutton2019). Developing a better inventory of probable extinctions also helps respond to the plea of Dunn (Reference Dunn2005): “If we are serious about insect conservation, we need to spend more time and money documenting such extinctions”.

Currently, most imperilled Australian invertebrate species are not given the explicit protection and conservation priority that flows, at least in principle, from formal listing of species as threatened, because the available knowledge of their status falls below the evidentiary bar required for listing. We recommend more use of the precautionary principle in such cases, to allow for the listing of poorly known species at high risk of extinction, the inclusion of co-dependent species when listing better-known threatened species (Moir and Brennan, Reference Moir and Brennan2020), tailoring listing criteria such that poorly known imperilled species are not so readily excluded (Cardoso et al., Reference Cardoso, Borges, Triantis, Ferrández and Martín2011b), and more use of listing of threatened ecological communities that encompass imperilled invertebrate species (Taylor et al., Reference Taylor, Braby, Moir, Harvey, DPA, New, Kitching, McQuillan, Hogendoorn, Glatz, Andren, Cook, Henry, Valenzuela and Weinstein2018). However, we note that major increases in nominations for threatened species listing of a substantial proportion of imperilled invertebrates may exceed the resources currently assigned by governments to the listing process. Furthermore, the addition of many more species to the threatened species list will overwhelm the already insufficient budget available for implementing conservation actions (Wintle et al., Reference Wintle, Cadenhead, Morgain, Legge, Bekessy, Possingham, Watson, Maron, Keith, Garnett, Woinarski and Lindenmayer2019); and we anticipate that a vast increase in the number of formally recognised threatened species may be unpalatable to governments. However, these are arguments for wilful neglect and for failing to invest sufficiently in conservation and are inconsistent with stated objectives for preventing extinctions.

The precautionary principle should also be used more widely in the assessment of potential impacts of development proposals upon poorly known species. For example, under Western Australian (but not national) policy, development proponents need to undertake comprehensive sampling of biodiversity at a site, and then demonstrate that any potentially affected species also occurs elsewhere (Environmental Protection Authority, 2009).

In addition to conservation focus for individual imperilled invertebrate species, a network of ‘coarse filter’ conservation responses is required to better represent the conservation and recovery needs of large and diverse assemblages of imperilled invertebrate species and invertebrates generally (Samways et al., Reference Samways, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kaila, Kwak, Maes, Mammloa, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Cardoso2020). Such actions include improvements to policy and legislation to provide more effective constraints on habitat destruction, emission of greenhouse gases and use of pesticides; habitat restoration and reconnection; improved fire management; more effective biosecurity (such as enhanced quarantine standards for detecting entry of potential invasive species at oceanic islands of conservation significance, and for Australia generally, increased surveillance aimed at early detections of incursions, and commitments for adequate resourcing to eradicate such incursions); and increase in the extent and comprehensiveness (and improved management) of the conservation reserve system (Chowdhury et al., Reference Chowdhury, Jennions, Zalucki, Maron, Watson and Fuller2023). Some of these conservation actions are occurring: one notable example is the recent eradication of introduced rodents from Lord Howe Island, which will reduce the extinction risk for many highly imperilled invertebrate species (e.g., Reid and Hutton, Reference Reid and Hutton2024). Short-range species are likely to have comprised much of the losses of invertebrates to date and to be most susceptible to future loss. The distributions of many of these species co-occur at finer- and coarser-scale centres of endemism (Harvey, Reference Harvey2002; Moir et al., Reference Moir, Brennan and Harvey2009, Reference Moir, Coates, Kensington, Barrett and Taylor2016; Eberhard et al., Reference Eberhard, Halse, Williams, Scanlon, Cocking and Barron2009; Murphy et al., Reference Murphy, Adams, Guzik and Austin2013; Gibb et al., Reference Gibb, Grubb, Black, Porch, Decker, McGeoch, Deane and Murphy2023; Moir and Young, Reference Moir and Young2023), and the effective conservation of such areas may avert many otherwise likely extinctions. Such areas need to be identified, included in the reserve system and managed to control threats.

Because they are largely unnoticed and unmourned, Eisenhauer et al. (Reference Eisenhauer, Bonn and Guerra2019) deemed losses of invertebrate species as ‘quiet extinctions’. We paraphrase this lack of resonance in our title, ‘This is the way the world ends; not with a bang but a whimper’ taken from the final lines of TS Eliot’s poem, The Hollow Men. The expression is apt also as, given the foundational role of invertebrates in ecological systems, the cumulative losses of seemingly inconsequential invertebrate species are likely to have led, and continue to lead, to far-ranging ecological effects and ecosystem subversion, and consequently to impacts on productivity and human health (Cardoso et al., Reference Cardoso, Barton, Birkhofer, Chichorro, Deacon, Fartmann, Fukushima, Gaigher, Habel, Hallmann, Hill, Hochkirch, Kwak, Mammola, Noriega, Orfinger, Pedraza, Pryke, Roque, Settele, Simaika, Stork, Suhling, Vorster and Samways2020).

Open peer review

To view the open peer review materials for this article, please visit http://doi.org/10.1017/ext.2024.26.

Supplementary material

The supplementary material for this article can be found at http://doi.org/10.1017/ext.2024.26.

Data availability statement

Relevant data are given in Appendix S1.

Acknowledgements

We thank Dr. Libby Rumpff for comments on policy implications. We are also most grateful for the helpful comments of four anonymous reviewers.

Author contribution

JCZW conceived this study, contributed to analysis, and wrote an initial draft. BPM undertook the analyses. MLM contributed to analysis. All authors contributed to writing.

Financial support

No specific funding support.

Competing interest

The authors declare no conflict of interest.

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Figure 0

Table 1. Estimates of the number of non-marine invertebrate species endemic to Australia, including analytical pathway and assumptions. In the lower part of the table, the five estimates are derived by simply taking the product of each row in a column. For example, for the second column in the body of the table (Stork 1993), the estimate of the number of non-marine invertebrate species endemic to Australia is 5,900,000*1.565*0.84*(0.056─0.073)*0.9 = 390,896─509,561. The proportion of invertebrate species native to Australia is given as a range of plausible values, and as a result, most of the estimates of number of Australian endemic non-marine invertebrates are also expressed as a range; to calculate the mean of these estimates, the mid-point of the range was used

Figure 1

Table 2. Estimates of proportion of extinct Australian endemic non-marine invertebrate species, including assumptions

Figure 2

Table 3. Estimates of the total number of extinctions of Australian endemic non-marine invertebrate species since European colonisation (1788─2024), and in 2024 alone

Figure 3

Figure 1. Schematic representation of the numbers of Extinct Australian endemic vertebrate species (right) and invertebrate species (left), drawn to approximate scale (i.e., the ratio of the pie area for invertebrates to that of vertebrates is similar to the estimated ratio of number of extinctions). ‘Listed’ means formally recognised as extinct by the IUCN or under Australian legislation. The four categories in each pie represent the number of formally recognised and listed extinctions (red); the number of known extinctions, that are not yet formally listed, of known species (yellow); the estimated number of ‘unknown’ extinctions of described species (black); and the estimated number of ‘unknown’ extinctions of undescribed species (grey).

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Author comment: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R0/PR1

Comments

Dear Editors

We submit here an original manuscript for your consideration. We consider this study is a good fit to Cambridge Prisms Extinction, as it is focused on the potential magnitude of extinctions of a large component of biodiversity at continental scale. It also contextualises results within a broader framework of extinction narratives, and explores the conservation consequences and implications of extinctions, and the conservation needs to reduce the likelihood of future extinctions.

John Woinarski

(on behalf of all co-authors)

Recommendation: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R0/PR2

Comments

This is an important topic and a well-developed study, with potentially valuable implications for conservation, but there is a number of issues identified by the four reviewers that should be addressed before the manuscript can be considered suitable for publishing. I found especially relevant suggestions by the second reviewer to provide more information about the analysis and to emphasize better limitations of the study throughout the manuscript.

Please note that the first reviewer has also provided additional comments in the enclosed manuscript document.

1. Reviewer 1:

1.1. This submission is a valuable contribution to the increasing understanding of the true calamity of global biodiversity extinction and the fact that many species of invertebrates are going extinct without us even knowing the species existed - hence ‘dark’ extinctions and now ‘ghost’ extinctions, which I like. The estimates of the level of extinction in Australia are very much in line with other recent estimates (eg. those generated and others briefly reviewed by me and my colleagues: Cowie et al 2022, Biological Reviews). Some of the numbers are incredulously high at first sight but as more such estimates are published I think a consensus is being generated that is quite horrifying. The quantitative part of this manuscript is one such extremely valuable and rigorously generated addition (albeit with lots of inevitable caveats, as for other previous estimates). The discussion covers ground that has been covered more than a few times before one way or another. Nonetheless, it is prompted by the new Australian estimates presented and deserves to be published as a clarion call to the Australian authorities (that sadly will probably go largely ignored) as well as as grist to the mill internationally regarding the ongoing loss of biodiversity that is being largely ignored.

1.2. I would add one thing that the authors might consider adding to their discussion. Assuming pessimistically that the trend of extinction will continue, then the key is to collect as many novel invertebrate species as possible and preserve them in museums. This is even more important than a focus on describing and naming them, which might take 1000 years or more, but at least it would mean that people in the future could know what had been lost. Without this effort, but a focus on naming/describing, although we would describe/name a bunch of species, many more would still become ‘ghost’ extinctions.

1.3. I have no major criticisms of the manuscript but I have marked up a Word version of the manuscript with minor comments that the authors should address. Apparently I am unable to attach this document to this review, so I will send it to the editorial office for transmission to the authors.

2. Reviewer 2:

2.1. This was a difficult paper to review. I appreciate the motive and goal; of course we need more science to advocate for better insect conservation policies in Australia, which is clearly what the authors are aiming to provide. But, as the authors note explicitly and implicitly throughout, it is nearly impossible to determine an accurate estimate of the number of Australian invertebrates already lost and at risk of extinction, given the ridiculously noisy and absent data for this group of animals. Analyses like these, as statistically/technically appropriate as they may be, cannot truly be verified. To quote the authors, it is ‘clutching at air’.

2.2. Philosophically, one could question should an analysis such as this, with extremely high levels of uncertainty that can’t be adequately addressed, be published at all, given the predictable media coverage and the potential to fuel misinformation about scientific processes and insect ecology generally. But some would argue that any estimate is better than none to start a conversation. Perhaps this is true, if the analysis is presented with reasonable acknowledgement of limitations.

2.3. My main comments relate to the broader conceptual and theoretical framework for the study, rather than technicalities of the analysis. In particular, I think the paper is missing ecological depth and I think embedding more ecological knowledge in the analysis, interpretation and discussion would improve the rigour of the estimates. I also suggest that the authors consider resubmitting this as a Perspective, which may be a more suitable category for the content than a Research Article.

2.4. The authors appear to have taken a reasonable coarse-scale approach to estimate results with the very limited and biased data available. There are numerous caveats, many of which can’t be adequately addressed with available data, including the huge uncertainty around numbers of species, the taxonomic biases and limitations of the IUCN data, and the inability to accurately predict population dynamics, and therefore extinction risk, for the majority of invertebrate species. To be fair, the authors acknowledge many limitations in the Discussion (which very few general readers will see), although this doesn’t come across in the Abstract and Impact statement (which will arguably get the most attention). I would like to see some stronger statements in these sections that unambiguously clarify the limitations and caution against misuse of these estimates.

2.5. In particular, given the huge range of the estimates, it seems scientifically questionable to provide a single extinction rate/number of species with such confident statements, e.g. 9111 species, 1-3 species going extinct per week. For people not familiar with the data limitations and statistical methods (i.e. most general readers and news consumers), there is very little context available to interpret how ‘accurate’ these statements really are, and given that these are the summaries that will be plucked from the abstract and spread widely through media platforms, I think the authors could make more effort to present these estimates more responsibly.

2.6. A key issue with estimating invertebrate extinction rates is the huge variation in life history, biology and ecology of invertebrate species. This makes it particularly difficult to translate extinction rates from vertebrates and plants under the assumption that these rates will apply similarly across the range of invertebrate groups. I appreciate that the authors are attempting to make a coarse-scale estimate for policy purposes which doesn’t account for the ecological nuances of different groups. But I think the authors could provide some more nuanced discussion of how extinction risk could vary at e.g. family/order, or even class, level.

2.7. Another key assumption that I find problematic is the assumption that any invert species that hasn’t been recorded for a while, or inhabits a restricted area, is therefore ‘highly imperilled’ or at high risk of extinction. This assumption is woven throughout the manuscript, presented both explicitly and implicitly through text and analyses. I appreciate the sentiment, and from a conservation policy perspective it might be useful to assume this. But there are so many factors at play, including the funds, resources and expertise that limit people out looking for invertebrates, the seasonal and environmental conditions that drive detectability for many species, dispersal ecology, generalist vs specialist species etc….there are robust lines of evidence to also assume that invert species ranges may be much larger than we know and that many invert species may be able to adopt strategies that avoid or minimise extinction when faced with a new disturbance or threat. Both assumptions are scientifically valid, yet the argument in this article seems more skewed toward the first assumption – I think greater balance on the nuances of invertebrate ecology is needed throughout.

2.8. Line 100: it’s a disservice to science that the Sanchez-Bayo & Wyckhuys papers continue to be cited as evidence of a phenomenon that they do not have the methodological capacity to provide evidence for

2.9. Line 155-190 and Table 1: The process used to calculate estimates of invertebrate diversity is confusing to follow. I appreciate the attempt to use multiple different sources to gather a range of estimates. I didn’t have time to crosscheck every single reference cited here, although some of the publication years are quite old and there may be some more up to date refs for some of these calculations. In particular, it would have been good to see some more ecologically sound estimates based on currently available taxonomic lists of Australian species, rather than assumptions and extrapolations from broader global estimates. The Australian faunal directory lists numbers of species, and although not fully complete it is the closest to a currently accepted list of known species. Working through the Animalia checklist, I got a total of 115,703 known invertebrate species – given estimates that only 30% of our species are described, this gives an estimate of approx. 385,680 species. And about 90% would be terrestrial/freshwater (this was a quick calculation based on my knowledge of the general ecology and life history of each phylum, or subgroups where only part of the phylum are marine – I didn’t spend too much time on the smaller/more obscure groups so may have missed a few species) https://biodiversity.org.au/afd/mainchecklist. I’m not suggesting the authors need to use these estimates, just highlighting an example of how including ecological knowledge may improve the rigour of the estimates.

2.10. Line 185: I didn’t try and back-calculate this, but I’m not sure where the 156.5% comes from – can the authors please explain this more clearly?

2.11. Line 292: Please cite the statistical software/platform used for analysis

2.12. Line 345-369: lots of discussion about taxa that are more susceptible to extinction, suggesting these are common traits across all inverts. Would be appropriate to also acknowledge what groups/traits are less susceptible to extinction, variation across groups, and how this relates to limitations and influences results.

2.13. Line 399: I would argue it’s not just the ‘highly imperilled’ inverts that need to be recognised and supported to meet these aims...

2.14. Line 450: what evidence is there to suggest that these species are “likely” to be highly imperilled?

2.15. Line 455-456: Numerous examples of inverts found many years after thought to be extinct, mostly because of detectability issues - Lord Howe Island stick insect is an obvious example, also Lord Howe Is cockroach, Norfolk Island snails, Key’s matchstick grasshopper, Tasmanian short-tailed rain crayfish, Douglas’ broad-headed bee in Perth…etc

3. Reviewer 3:

3.1. This work intends to estimate the number of extinctions for Australian invertebrates since European colonization, reaching staggering numbers for both historical and contemporary (2024) extinctions. The numbers are alarming and convey an extremely important message. I only have a few comments to the text.

3.2. Abstract, line 24: I would say the consequence of pervasive taxonomic biases in knowledge is not the high rate of loss but the lack of recognition on which species were effectively extinct?

3.3. I think mentioning Sánchez-Bayo and Wyckhuys 2019 should be avoided as the paper is plagued with errors and does not really meet reasonable scientific standards

3.4. Ln 234 - I wonder if rate is the appropriate word throughout the manuscript? This is a sum, not a change per unit of time, which I think is the proper use of rate. But I am no native speaker.

3.5. In methods, and at the first time lower and upper bounds are reported, mention these are the 2.5% and 97.5% simulated values, at first I was thinking about min and max.

3.6. Ln 322 – 87 out of 9000 is 1%, not 0.1%?

3.7. Ln 348 – To avoid confusion with the specific meaning of location in the IUCN Red List, maybe this term can be replaced by locality or similar?

4. Review 4:

4.1. It is such a relief to see that this paper exists and will be published. The logic is well set out and all assumptions and their consequences clearly explained. This paper will probably be controversial, but healthy debate around this topic will encourage action that may start to address many of the knowledge gaps the paper mentions. We must start where we are, and this paper does an excellent job at describing as best we can where we currently are. Estimating extinctions with the data we have in terms that help highlight the risk to Australia in continuing business as usual for biodiversity conservation resourcing is an important step in the right direction.

4.2. It has a strong taxonomic flavour most likely due to the expertise of many of the authors. It could be interesting to touch more on ecology, evolutionary, applied and human health angles when discussing the impact and problems.

4.3. I would drop the use of non-charismatic. The more this gets repeated, that invertebrates are not charismatic, the more people accept it to be true. In fact, one could posit that it is interesting that these extinctions and the neglect of this group continues to go unaddressed despite the charisma of many invertebrates, like butterflies, dragonflies, giant squid, octopuses, starfish and their many amazing relatives.

Decision: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R0/PR3

Comments

No accompanying comment.

Author comment: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R1/PR4

Comments

Prof Barry Brook

EiC, Cambridge Prisms: Extinction

Dear Barry

thank you for considering the initial manuscript of this study, and inviting submission of a revised version. Please now find this revision.

On behalf of all co-authors, we hope and think this revision has addressed all comments and suggestions made by you and the four reviewers; and is the better for such helpful inputs.

best wishes

John Woinarski

Recommendation: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R1/PR5

Comments

As suggested by both reviewers, the authors have adequately addressed all their comments. One of the reviewers has suggested some further minor edits, made directly in the enclosed manuscript document. Once these comments have been addressed, the manuscript should be suitable for publishing.

Reviewer 1:

I created a Word file from the pdf provided to me and used track changes to make comments and suggest changes/corrections, all minor and rather few of them. This is a very worthwhile paper and I look forward to seeing it published. As before, the system does not seem to let mu upload an attachment, so I will send my marked-up manuscript to the editorial people to forward to you.

Reviewer 2:

The authors have argued their responses appropriately.

Decision: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R1/PR6

Comments

No accompanying comment.

Author comment: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R2/PR7

Comments

Hi Barry

thank you for overseeing the editorial process for this submission. In this iteration, we have responded to the few remaining and minor queries from Reviewer 1. We include a tracked and untracked version.

best wishes

John (& colleagues)

Recommendation: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R2/PR8

Comments

Authors have closely followed reviewers' suggestions and adequately revised the manuscript. I think that the manuscript can be now accepted for publication.

Decision: This is the way the world ends; not with a bang but a whimper: Estimating the number and ongoing rate of extinctions of Australian non-marine invertebrates — R2/PR9

Comments

No accompanying comment.