Research Article |
Corresponding author: Baran Yoğurtçuoğlu ( yokbaran@gmail.com ) Academic editor: Daniela Giannetto
© 2022 Lorenzo Vilizzi, Marina Piria, Dariusz Pietraszewski, Oldřich Kopecký, Ivan Špelić, Tena Radočaj, Nikica Šprem, Kieu Anh T. Ta, Ali Serhan Tarkan, András Weiperth, Baran Yoğurtçuoğlu, Onur Candan, Gábor Herczeg, Nurçin Killi, Darija Lemić, Bettina Szajbert, David Almeida, Zainab Al-Wazzan, Usman Atique, Rigers Bakiu, Ratcha Chaichana, Dimitriy Dashinov, Árpad Ferincz, Guillaume Flieller, Allan S. Gilles Jr, Philippe Goulletquer, Elena Interesova, Sonia Iqbal, Akihiko Koyama, Petra Kristan, Shan Li, Juliane Lukas, Seyed Daryoush Moghaddas, João G. Monteiro, Levan Mumladze, Karin H. Olsson, Daniele Paganelli, Costas Perdikaris, Renanel Pickholtz, Cristina Preda, Milica Ristovska, Kristína Slovák Švolíková, Barbora Števove, Eliza Uzunova, Leonidas Vardakas, Hugo Verreycken, Hui Wei, Grzegorz Zięba.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Vilizzi L, Piria M, Pietraszewski D, Kopecký O, Špelić I, Radočaj T, Šprem N, Ta KAT, Tarkan AS, Weiperth A, Yoğurtçuoğlu B, Candan O, Herczeg G, Killi N, Lemić D, Szajbert B, Almeida D, Al-Wazzan Z, Atique U, Bakiu R, Chaichana R, Dashinov D, Ferincz Á, Flieller G, Gilles Jr AS, Goulletquer P, Interesova E, Iqbal S, Koyama A, Kristan P, Li S, Lukas J, Moghaddas SD, Monteiro JG, Mumladze L, Olsson KH, Paganelli D, Perdikaris C, Pickholtz R, Preda C, Ristovska M, Švolíková KS, Števove B, Uzunova E, Vardakas L, Verreycken H, Wei H, Zięba G (2022) Development and application of a multilingual electronic decision-support tool for risk screening non-native terrestrial animals under current and future climate conditions. In: Giannetto D, Piria M, Tarkan AS, Zięba G (Eds) Recent advancements in the risk screening of freshwater and terrestrial non-native species. NeoBiota 76: 211-236. https://doi.org/10.3897/neobiota.76.84268
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Electronic decision-support tools are becoming an essential component of government strategies to tackle non-native species invasions. This study describes the development and application of a multilingual electronic decision-support tool for screening terrestrial animals under current and future climate conditions: the Terrestrial Animal Species Invasiveness Screening Kit (TAS-ISK). As an adaptation of the widely employed Aquatic Species Invasiveness Screening Kit (AS-ISK), the TAS-ISK question template inherits from the original Weed Risk Assessment (WRA) and related WRA-type toolkits and complies with the ‘minimum requirements’ for use with the recent European Regulation on invasive alien species of concern. The TAS-ISK consists of 49 basic questions on the species’ biogeographical/historical traits and its biological/ecological interactions, and of 6 additional questions to predict how climate change is likely to influence the risks of introduction, establishment, dispersal and impact of the screened species. Following a description of the main features of this decision-support tool as a turnkey software application and of its graphical user interface with support for 32 languages, sample screenings are provided in different risk assessment areas for one representative species of each of the main taxonomic groups of terrestrial animals supported by the toolkit: mammals, birds, reptiles, amphibians, annelids, insects, molluscs, nematodes, and platyhelminths. The highest-scoring species were the red earthworm Lumbricus rubellus for the Aegean region of Turkey and the New Zealand flatworm Arthurdendyus triangulatus for Croatia. It is anticipated that adoption of this toolkit will mirror that of the worldwide employed AS-ISK, hence allowing to share information and inform decisions for the prevention of entry and/or dispersal of (high-risk) non-native terrestrial animal species – a crucial step to implement early-stage control and eradication measures as part of rapid-response strategies to counteract biological invasions.
AS-ISK, biological invasions, decision-makers, turnkey application, TAS-ISK, WRA
The steady increase in recent times in the number of invasive non-native species worldwide and its implications for wildlife conservation emphasise the importance of developing user-friendly decision-support tools for scientists to inform decision-makers about the prioritisation of management actions in response to non-native species’ impacts (
Decision-support tools have been developed for screening aquatic and terrestrial non-native species as well as pathogens (
A common feature of these risk screening tools is their availability in spreadsheet format, but with the AS-ISK only being designed as a ‘turnkey’ application (
Despite the successful adoption and implementation of the WRA-type toolkits worldwide (
As an ‘offshoot’ of the AS-ISK, the TAS-ISK is also designed to comply with the ‘minimum standards’ for screening non-native species under EC Regulation No. 1143/2014 on the prevention and management of the introduction and spread of invasive alien species (
To achieve a valid screening, the assessor must provide for each question a response, a level of confidence for the response (see below), and a justification based on literature sources. The outcomes are a BRA score, which ranges from –20 to 68, and a (composite) BRA+CCA score, which ranges from –32 to 80 (i.e. after adding or subtracting up to 12 points to the BRA score or leaving it unchanged in case of a CCA score equal to 0). Confidence levels in the responses to questions are ranked using a 1–4 scale (1 = low; 2 = medium; 3 = high; 4 = very high) as per the Intergovernmental Panel on Climate Change (see
CF = ∑(CLQi)/(4 × 55) (i = 1, …, 55)
where CLQi is the CL for Qi, 4 is the maximum achievable value for confidence (i.e. very high: see above) and 55 is the total number of questions comprising the TAS-ISK questionnaire. The CF ranges from a minimum of 0.25 (i.e. all 55 Qs with a confidence level equal to 1) to a maximum of 1 (i.e. all 55 Qs with a confidence level equal to 4). For the CF, the CFTotal, CFBRA and CFCCA (based on all 55 Qs, on the 49 Qs comprising the BRA, and on the 6 Qs comprising the CCA, respectively) are computed. For further details about implementation of the overall risk screening process, see
Questions and related guidance of the AS-ISK v2.3.x template (noting that this toolkit is now available in its release v2.3.2: www.cefas.co.uk/nns/tools) were critically reviewed for application to terrestrial animal taxa. Following modification to the relevant questions and related guidance for adaptation to terrestrial animals, the resulting template was finalised by a consensus meeting to improve clarity, conciseness and accuracy in the text of both questions and guidance. The final template was then circulated amongst the author-translators (see below) for translation into the corresponding native language of the parts of text modified relative to the original AS-ISK template.
Similar to the AS-ISK, the TAS-ISK is designed as a ‘turnkey application’ (sensu
The TAS-ISK is available for download at www.cefas.co.uk/nns/tools in its release v2.3.2. This first release number of the toolkit mirrors that of the latest version of the AS-ISK (see above), with which the TAS-ISK, as already emphasised, shares most of the underlying code. The TAS-ISK allows the screening of nine taxonomic groups of terrestrial animals (classification mainly after Zoological Record indexing service: https://www.ebsco.com/products/research-databases/zoological-record): Mammals, Birds, Reptiles, Amphibians, Annelids, Insects, Molluscs, Nematodes, Platyhelminths, Other arthropods, Other eukaryote taxa.
Trial screenings were conducted for one representative taxon (hereafter, for simplicity ‘species’) of each of the main taxonomic groups of terrestrial animals (i.e. except for ‘Other arthropods’ and ‘Other eukaryote taxa’). In total, eight experts (= assessors) were involved in the resulting nine screenings, with seven species screened each by a single assessor, one species screened by two joint assessors and another species screened by three joint assessors. One assessor screened two species and another assessor four species (Table
Taxa evaluated with the Terrestrial Animal Species Invasiveness Screening Kit (TAS-ISK) for their potential risk of invasiveness in different risk assessment areas. For each species, the a priori categorisation outcome into Non-invasive and Invasive is provided (after
Taxonomic group | Taxon name | Common name | Assessor(s) | Risk assessment area | A priori categorisation |
---|---|---|---|---|---|
Mammals | Ammotragus lervia | aoudad/Barbary sheep | NS, TR, MP | Europe | Invasive |
Birds | Phasianus colchicus | common pheasant | TR | Croatia | Invasive |
Reptiles | Hemidactylus frenatus | common house gecko | BS, MP | Pannonian region of Hungary | Invasive |
Amphibians | Bombina variegata | yellow-bellied toad | OC | Anatolia (Turkey) | Non-invasive |
Annelids | Lumbricus rubellus | red earthworm | NK | Aegean region of Turkey | Invasive |
Insects | Diabrotica virgifera virgifera | western corn rootworm | DL | Croatia | Invasive |
Molluscs | Arion vulgaris | Spanish slug | IŠ | Croatia | Invasive |
Nematodes | Ditylenchus destructor | potato rot nematode | MP | Croatia | Invasive |
Platyhelminths | Arthurdendyus triangulatuss | New Zealand flatworm | MP | Croatia | Invasive |
Each species was categorised a priori into non-invasive or invasive based on a search made of: (i) the Centre for Agriculture and Bioscience International Invasive Species Compendium (CABI ISC: www.cabi.org/); (ii) the Global Invasive Species Database (GISD: www.iucngisd.org); and (iii) the Invasive and Exotic Species of North America list (IESNA: www.invasive.org). If the species was not categorised as invasive in any (or all) of the previous three databases, a Google Scholar (literature) search was performed to check whether at least one peer-reviewed reference was found that ‘demonstrates’ (hence, not ‘assumes’) invasiveness/impact. The latter was then taken as ‘sufficient evidence’ for categorising the species as invasive; whereas, if no evidence was found in this last step, then the species was categorised as non-invasive (see also
As a result of the a priori categorisation, there were eight species categorised a priori as invasive: the aoudad/Barbary sheep Ammotragus lervia (Mammals), the common pheasant Phasianus colchicus (Birds), the common house gecko Hemidactylus frenatus (Reptiles), the red earthworm Lumbricus rubellus (Annelids), the western corn rootworm Diabrotica virgifera virgifera (Insects), the Spanish slug Arion vulgaris (Molluscs), the potato rot nematode Ditylenchus destructor (Nematodes), and the New Zealand flatworm Arthurdendyus triangulates (Platyhelminths). The only species categorised a priori as non-invasive was the yellow-bellied toad Bombina variegata (Amphibians). For seven species the risk assessment area was Europe or part of it, and for two species it was Anatolia and Aegean regions of Turkey in Asia (Table
Scoring output for the terrestrial animal taxa screened with the TAS-ISK (see Table
Section/Category | Ammotragus lervia | Phasianus colchicus | Hemidactylus frenatus | Bombina variegata | Lumbricus rubellus | Diabrotica virgifera virgifera | Arion vulgaris | Ditylenchus destructor | Arthurdendyus triangulatus |
---|---|---|---|---|---|---|---|---|---|
A. Biogeography/Historical | 12 | 15.5 | 9 | 5 | 24 | 21 | 15 | 19 | 17 |
1. Domestication/Cultivation | 2 | 4 | 4 | 2 | 4 | 2 | 0 | 0 | –2 |
2. Climate, distribution and introduction risk | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 |
3. Invasive elsewhere | 9 | 10.5 | 3 | 2 | 18 | 18 | 14 | 18 | 18 |
B. Biology/Ecology | 17 | 12 | 15 | 3 | 24 | 9 | 7 | 12 | 19 |
4. Undesirable (or persistence) traits | 8 | 8 | 5 | 3 | 6 | 9 | 4 | 7 | 5 |
5. Resource exploitation | 5 | 5 | 7 | 0 | 5 | 0 | 0 | 7 | 2 |
6. Reproduction | 1 | 5 | 1 | 1 | 6 | –3 | 6 | –2 | 4 |
7. Dispersal mechanisms | –2 | –2 | 2 | –3 | 4 | 0 | –1 | –1 | 2 |
8. Tolerance attributes | 5 | –4 | 0 | 2 | 3 | 3 | –2 | 1 | 6 |
BRA Score | 29 | 27.5 | 24 | 8 | 48 | 30 | 22 | 31 | 36 |
C. Climate change | 4 | 0 | 8 | 2 | 6 | 4 | –10 | 2 | 12 |
BRA+CCA Score | 33 | 27.5 | 32 | 10 | 54 | 34 | 12 | 33 | 48 |
Confidence | |||||||||
BRA | 0.76 | 0.57 | 0.59 | 0.59 | 0.61 | 0.82 | 0.79 | 0.81 | 0.78 |
CCA | 0.92 | 0.58 | 0.71 | 0.50 | 0.54 | 0.71 | 0.79 | 0.63 | 0.67 |
Total (BRA+CCA) | 0.77 | 0.57 | 0.61 | 0.58 | 0.60 | 0.81 | 0.79 | 0.79 | 0.76 |
Differences in CF between components (BRA, BRA+CCA) were tested with permutational ANOVA. Analysis was implemented in PERMANOVA+ for PRIMER v7, with normalisation of the data and using a Bray-Curtis dissimilarity measure, 9999 permutations of the raw data, and with statistical effects evaluated at α = 0.05.
Modification of the original AS-ISK questionnaire (template) for adaptation to terrestrial animals resulted in changes only to the text for one question, only to the guidance for 14 questions, and to both text and guidance for 10 questions. This resulted in 25 questions being modified out of the 55 in total (i.e. 45.5%), with changes to the text involving all Sections and Categories therein except for the six climate change questions for which only a minor removal of text from the guidance to Q53 was sufficient. In particular: for Domestication/Cultivation, changes involved the guidance for Qs 1 and 2; for Climate, distribution and introduction risk, only the guidance for Q8; for Invasive elsewhere, the text and guidance for Q11 and guidance for Q13; for Undesirable (or persistence) traits, the text and guidance for Qs 15 and 23, text for Q18, and guidance for Qs 19, 22 and 24; for Resource exploitation, the guidance for Q26; for Reproduction, the guidance for Qs 28, 32 and 34; for Dispersal mechanisms, the text and guidance for Qs 36–39 and guidance for Q41; for Tolerance attributes, the text and guidance for Qs 44, 45 and 48 and guidance for Q47; for Climate change, the guidance for Q53 (Suppl. material
The graphical user interface of the TAS-ISK consists of six ‘dialogs’ (i.e. user interface elements that enable communication and interaction between the user and the software program). Below, a concise description of the dialogs is provided (for a full description see the User Guide downloadable with the toolkit):
The highest scoring (a priori invasive) species were Lumbricus rubellus for the Aegean region of Turkey and Arthurdendyus triangulatus for Croatia (Table
The highest confidence factor in responses for the BRA was found for Diabrotica virgifera virgifera and Ditylenchus destructor, and for the CCA for Ammotragus lervia and Arion vulgaris. Bombina variegata and Phasianus colchicus had confidence factors for both components below 0.60 (Table
The successful employment of the WRA-type toolkits for screening weeds (cf. WRA and its derivatives) and aquatic organisms (cf. WRA, -ISK toolkits and AS-ISK) is testified by the vast number of applications worldwide (
The advantages of a multilingual decision-support toolkit have been described in detail in
The risk outcomes for the nine non-native terrestrial animal species screened with the TAS-ISK highlighted which species are likely to pose the greatest threat of invasiveness (e.g. Lumbricus rubellus and Arthurdendyus triangulatus), hence should be prioritised for full (follow-up) risk assessment and potentially targeted by prevention measures and related management strategies (
Lumbricus rubellus was the highest scoring of the species screened – a finding that is likely to apply to risk assessment areas with warm-temperate and continental climate other than Anatolia (
The second highest scoring species Arthurdendyus triangulatus is not yet found in Croatia (the risk assessment area in this study). The species’ high risk of invasiveness confirms recent findings using a different risk assessment tool (
The two agricultural pests Ditylenchus destructor (not yet present in Croatia) and Diabrotica virgifera virgifera (already introduced to Croatia) gained similarly high BRA and BRA+CCA scores. Ditylenchus destructor and D. virgifera virgifera may cause severe crop damage resulting in financial losses and management expenditures (
Ammotragus lervia is native to North Africa and established in Croatia, Czechia, Italy and Spain following intentional introductions for hunting purposes (
The native distributional range of Arion vulgaris is still uncertain as this species is thought to be native to the Iberian Peninsula (
There is still no evidence of established populations in Europe of Hemidactylus frenatus, which is native to Southeast Asia, although specimens have been recorded in Italy and Portugal as hitchhikers (
The lowest scoring species Bombina variegata is protected under the EU Habitat Directive and has been classified as ‘Least concern’ in the IUCN Red List of Threatened Species since 2004 (
Given the current dearth of risk screening applications for non-native terrestrial animals (but see
JGM was supported by a post-doctoral research fellowship (M1420-09-5369-FSE-000002).
Table S1
Data type: docx file
Explanation note: List of the 55 questions (Qs) making up the Terrestrial Animal Species Invasiveness Screening Kit (TAS-ISK v2.3.1). Sector codes (in parentheses): C = Commercial; E = Environmental; S = Species or population nuisance traits. Changes of questions relative to AS-ISK v2.3.1: G = Guidance; Q = Question (text). For each Q, the corresponding Question (text), Guidance and choice of Response (with coding as displayed in report and score) are indicated.
Combined TAS-ISK report
Data type: pdf file
Explanation note: Combined TAS-ISK report including the nine screenings for the sample terrestrial animal species.