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Record W2143010751 · doi:10.1111/ddi.12150

Misleading criticisms of invasion science: a field guide

2013· article· en· W2143010751 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDiversity and Distributions · 2013
Typearticle
Languageen
FieldEnvironmental Science
TopicEcology and Vegetation Dynamics Studies
Canadian institutionsMcGill University
FundersNatural Sciences and Engineering Research Council of CanadaDivision of Materials ResearchDepartment of Science and Technology, Ministry of Science and Technology, IndiaNational Research Foundation
KeywordsEcologyConservation biologyBiogeographyBiology

Abstract

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Invasion science is the study of the causes and consequences of the introduction of organisms to the areas outside their native ranges. It concerns all aspects relating to the transport, establishment and spread of organisms in a new target region, their interactions with resident organisms, and the costs and benefits of invasion with reference to human value systems. ‘Invasion science’ is a more appropriate name for the broad domain than ‘invasion ecology’ or ‘invasion biology’ because of the importance of engaging with many disciplines other than biology and ecology in understanding and managing invasions (Richardson et al., 2011). The scientific study of invasions has become increasingly popular, as indicated by the explosive growth of publications and academic books on the topic over the past two decades (Simberloff, 2004; Richardson & Pyšek, 2008). Aspects of invasion science now feature in virtually all textbooks and synthetic monographs of ecology, conservation biology, biogeography and evolution. Another metric of the burgeoning impact of research on invasions is its coverage in the most highly cited journals in many disciplines: Figure 1 shows this for ecology over the past 15 years. Clearly, there has been a growing recognition that research on invasions is invaluable for understanding how most ecosystems work. Studies of invasions have yielded novel insights on key ecological concepts, including inter alia the diversity–stability relationship, trophic cascades, keystone species, the role of disturbance in community assembly, ecological naïveté, ecological fitting, rapid evolution, island biogeography, ecosystem engineering and niche construction. The field has also contributed concepts of its own (e.g. propagule pressure, biotic resistance, invasional meltdown, enemy release) that have stimulated productive research of both theoretical and applied importance. A key motivation for studying invasions is their environmental impact. Non-native species are far more likely to have ecological and socio-economic impacts than do those native species that, for various reasons, undergo range expansions or increase in abundance to become ‘weedy’ (Simberloff et al., 2012). The negative impacts of non-native consumers are far greater than those of native consumers (e.g. Paolucci et al., 2013). Numerous studies demonstrate the role of invasions as a driver of species loss at local and regional scales (e.g. Wyatt et al., 2008; Burghardt et al., 2010; Baider & Florens, 2011; Roy et al., 2012; Gilbert & Levine, 2013), even where other confounding stressors are at play (e.g. Light & Marchetti, 2007; Hermoso et al., 2011). Evidence points to non-native species as a major cause of global animal extinctions (Clavero & García-Berthou, 2005; Clavero et al., 2009). They also raise the extinction likelihood of native plant populations; the substantial time-lags inherent in these population extinctions are frequently ignored, resulting in spurious conclusions on the magnitude of invasions as eroders of plant biodiversity (Gilbert & Levine, 2013). Non-native species are frequently implicated as components of a lethal cocktail of stressors on biodiversity (van der Wal et al., 2008; Schweiger et al., 2010; Blaustein et al., 2011). Even where other stressors have already diminished native populations, invasions can accelerate these declines (e.g. Ricciardi, 2004). Finally, invasions also disrupt key ecological processes. Many such disruptions are subtle (e.g. Stinson et al., 2006) and may take decades to unfold or for their implications to manifest, as in the case of plant–animal mutualisms (Traveset & Richardson, 2006; Davis et al., 2010; Sekercioglu, 2011). The societal importance of biological invasions is illustrated by the growing socio-economic costs of invasions to agriculture, forestry, aquaculture, apiculture, technological (e.g. water supply) systems and human health, as well as potentially myriad positive and negative effects on ecosystem services (Cook et al., 2007; Pejchar & Mooney, 2009; Pyšek & Richardson, 2010; Rothlisberger et al., 2012). Thus, it is not surprising that invasions are increasingly viewed as an issue of national security (e.g. Penman, 1998; Meyerson & Reaser, 2003; Chomel & Sun, 2010; Ricciardi et al., 2011). Despite the accumulation of rigorous evidence of its importance to science and society, invasion science has been the target of criticisms from a relatively small but vocal number of scientists and academics – naysayers in various guises. Challenges to the concepts, philosophical underpinnings and methods of young growing disciplines are necessary to force practitioners to sharpen their science (e.g. Richardson, 2009). However, many of the criticisms against invasion science simply do not withstand scrutiny. These criticisms may be grouped into six broad non-exclusive categories (Table 1). Some critics raise issues with particular notions or assumptions relating to research agendas in the field, some dispute links between results of studies and implications for management, whereas others go so far as to question the need for the field, or its long-term viability, and call for ‘participants [to] consider abolishing their discipline’ (Davis, 2009; p. 191) or ‘the end of invasion biology’ (Valéry et al., 2013). Another major criticism is that most invasions are benign and thus do not merit management, such as the oft-repeated claim that management efforts are being wasted on innocuous non-native species – activities described as ‘irrational’ and ‘deliberate persecution’ (Thomas, 2013). In reality, managers are constrained by limited resources and seek to prioritize species that are likely to become problematic. However, this effort is hampered by several facts that are generally ignored by the naysayers: (1) the impacts of most invasions have not been studied, and so important effects may remain undetected, (2) invaders that are apparently innocuous in one region can be disruptive in other regions, (3) subtle impacts that may be unrecognizable without careful technical study can produce enormous ecosystem changes over time, and (4) many non-native species that currently appear innocuous may become damaging many years later – when it is no longer feasible to eradicate them (van der Wal et al., 2008; Simberloff, 2011; Ricciardi et al., 2013; Simberloff et al., 2013). Focusing on species richness counts (‘the numbers game’) is a misleading approach to quantifying impact, especially when the persistence of many species recorded over long time periods is not verified. Extinction may not be an appropriate measure of impact on ecosystem function. Assessment of the influence of invasions on the abundance and distribution of native species (and consequences of these changes on the functioning of ecosystems) is crucial. Hybridization has been shown to be a major contemporary extinction force, especially when accompanied by habitat homogenization, causing species declines through introgression, genetic swamping and reproductive interference. Another claim is that the biogeographic origins of a species are irrelevant to its impact and thus should have no bearing on its management (Davis et al., 2011). In a similar vein, critics claim that the native/non-native dichotomy (and thus the entire field) holds no scientific value (Davis et al., 2011; Thompson & Davis, 2011; Valéry et al., 2013). These claims are countered by research that has demonstrated the importance of evolutionary history in the outcome of invasions. Such research helps explain why non-native consumers inflict greater damage on native populations (Salo et al., 2007; Paolucci et al., 2013), why there is a greater incidence of pest species among non-native versus native plants (Simberloff et al., 2012), why some invaders have stronger impacts in their non-native ranges than in their native ranges (Callaway et al., 2012) and why the introduction of phylogenetically novel species are more likely to cause ecological disruptions (Short et al., 2002; Ricciardi & Atkinson, 2004; Strauss et al., 2006). Clearly, the biogeographic origins of species do matter to understanding why some invasions cause greater impacts than others. Reformulations of the arguments summarized in Table 1 continue to be published, even after being challenged or refuted. In our view, the escalation of cavalier bashing of the discipline is undermining systematic science-based efforts to improve the efficiency of management of problematic non-native species and invaded ecosystems (Lambertini et al., 2011). Why the upsurge in ‘obituaries’ for invasion ecology/science? Perhaps reflecting on the phenomenon of false or premature obituaries for humans may shed some light in this regard. An entry on ‘premature obituaries’ in Wikipedia (http://en.wikipedia.org/wiki/List_of_premature_obituaries; accessed 15 September 2013) details an impressive list of people whose death was chronicled while they were still alive. The article lists some general causes of the phenomenon and ascribes the false records of demise of most of the people mentioned to one of the following reasons: ‘accidental publication’; ‘brush with death’; ‘fraud victim’; ‘hoax’; ‘impostor’; ‘misidentified body’; ‘missing in action’; ‘misunderstandings’; ‘name confusion’; and ‘pseudocide’ (for elucidation of these categories, see the Wikipedia article). Do any of these causes of false/premature obituaries for humans help to explain the upsurge in obituaries and death wishes for invasion science? Several can be discarded; it is difficult to see how ‘accidental publication’, ‘fraud victim’, ‘hoax’, ‘impostor’, ‘missing in action’ or ‘pseudocide’ could elucidate the necrologies for the field. ‘Brush with death’ may have a role, as some detractors seem to think that invasion science is seriously ill and that it is only a matter of time before the field is abandoned (Davis & Thompson, 2002; Thompson & Davis, 2011; Valéry et al., 2013). More compelling, however, are the remaining causes: ‘misidentified body’, ‘misunderstandings’ and ‘name confusion’. As one of us has argued previously, what many of the detractors write about is not invasion biology/ecology/science as understood and practised by almost all biogeographers, conservation biologists and ecologists (e.g. the definitions in Richardson et al. (2011) and the framework detailed in Blackburn et al., 2011), but rather a caricature or parody of the discipline (Richardson et al., 2008). Contrary to its obituaries (and calls for its euthanizing), invasion science is a rapidly evolving interdisciplinary field that draws insights and perspectives from numerous other disciplines including epidemiology, immunology, palaeontology, macroeconomics, human geography and human history (Kueffer & Hirsch Hadorn, 2008; Richardson, 2011). Its growing impact on ecology (Fig. 1), for example, reflects a field that is thriving and becoming increasingly relevant, rather than one that is moribund. More and more, studies of invasions are incorporating sophisticated technologies such as molecular genetics methods, remote sensing and numerical modelling. In response to rapid global change, invasion ecologists are evaluating new concepts for understanding and managing biodiversity – including consideration of novel ecosystems (Richardson & Gaertner, 2013), managed relocation (Ricciardi & Simberloff, 2009), and methods of risk assessment for emerging threats (Leung et al., 2012; Dick et al., in press). It is well accepted that pragmatic approaches to dealing with non-native species are needed to ensure that limited resources are applied to the most important problems. Indeed, one of the principal goals of the field – to predict which introduced species will become disruptive – is of increasing societal importance, given the enormous rates of invasions driven by globalization (Ricciardi, 2007), the synergistic interactions of non-native species with one another and with multiple stressors including climate change (Schweiger et al., 2010) and the potential flood of future novel organisms (e.g. GMOs, synthetic cells, products of nanotechnology) into the natural environment (Jeschke et al., 2013). To suggest that non-native species are not unequivocally a major concern for the conservation of biodiversity and ecosystem services is to ignore decades of peer-reviewed science. Rather than write epitaphs or engage in arcane ideological debates, we need to move forward and continue to build on the knowledge we have gained. Although objective criticisms of the field are to be welcomed, there are many areas where received wisdom has been shown to be misleading. We would caution that the next author who feels they have convincingly killed off the field should check that they have not just remurdered a straw man. DMR acknowledges financial support from the DST-NRF Centre of Excellence for Invasion Biology and the National Research Foundation, South Africa (grant 85417). Funding to AR from the Canadian Aquatic Invasive Species Network and NSERC Canada is gratefully acknowledged. Stimulus for this contribution was provided by discussions at a July 2013 workshop supported by sDiv (the Synthesis Centre for Biodiversity Sciences) within the German Centre for Integrative Biodiversity Research (iDiv) and Halle-Jena-Leipzig, funded by the German Science Foundation (FZT 118).

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.234
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it