Review Article |
Corresponding author: Rafael Muñoz-Mas ( rafa.m.mas@gmail.com ) Academic editor: Moritz von der Lippe
© 2021 Rafael Muñoz-Mas, Martina Carrete, Pilar Castro-Díez, Miguel Delibes-Mateos, Josep A. Jaques, Marta López-Darias, Manuel Nogales, Joan Pino, Anna Traveset, Xavier Turon, Montserrat Vilà, Emili García-Berthou.
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:
Muñoz-Mas R, Carrete M, Castro-Díez P, Delibes-Mateos M, Jaques JA, López-Darias M, Nogales M, Pino J, Traveset A, Turon X, Vilà M, García-Berthou E (2021) Management of invasive alien species in Spain: a bibliometric review. NeoBiota 70: 123-150. https://doi.org/10.3897/neobiota.70.68202
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Scientific and grey literature on invasive alien species (IAS) is conditioned by social, economic and political priorities, editorial preferences and species and ecosystem characteristics. This leads to knowledge gaps and mismatches between scientific research interests and management needs. We reviewed the literature on IAS management in Spain found in Scopus, Web of Science, Google Scholar and Dialnet to identify key deficiencies and priority research areas. The collected literature was classified, employing features describing formal aspects and content. We used bibliometric and keyword co-occurrence network analyses to assess the relationship between features and reveal the existence of additional topics. Most of the compiled documents (n = 388) were focused on terrestrial ecosystems and inland waters, whereas marine and urban ecosystems were under-represented. The literature was largely generic and not species-specific, focusing on raising awareness and proposing changes on current regulation as prominent approaches to prevent further introductions. The compiled authors exhibited many clear publishing preferences (e.g. language or document type), but less regarding target taxa. In addition, there was a strong association between species and the different features considered, especially between the methodological approach (e.g. review, field experiment) and the primary emphasis of study (i.e. basic/theoretical, applied or interdisciplinary). This indicates that research on IAS has had a strong species-specific focus. References about terrestrial species focused mainly on vascular plants, whereas references about inland waters were mostly on fishes and the giant reed (Arundo donax), which has been managed with partial success. Animal culling and plant removal were the most frequent eradication and small-scale control treatments, whereas the documents addressing wider spatial scales were largely theoretical. Consequently, the success of described treatments was largely uncertain. Spanish invasion science research has been occasionally innovative, incorporating novel technologies (e.g. species distribution modelling) and engaging society with citizen-science approaches. However, the ratio between basic/theoretical and applied studies indicates that more applied research/management is needed, especially in inland waters and marine ecosystems. We call for increasing effort in the effective dissemination of experience in IAS management to enhance current practical knowledge, including that of schemes undertaken by public agencies.
Biological invasions, eradication, control, Iberian Peninsula, Mediterranean, Spanish archipelagos, keyword co-occurrence analysis, prevention
Biological invasions are human-assisted global phenomena with ravaging effects, not only on biodiversity and ecosystem services, but also on human well-being (
The incidence of biological invasions and their related costs have led to substantial management efforts worldwide to prevent new introductions and control those already established, by means of eradication or containment (
In addition to accessibility barriers, the content of scientific literature is also taxonomically and geographically biased (
Bibliometric and keyword co-occurrence network analyses are useful to reveal the main knowledge components of any discipline, such as areas with deep insights, outstanding gaps and peripheral research areas (
We performed our literature search using Scopus, Web of Science (WoS) and Google Scholar. The first two mainly focus on English language literature, largely scientific papers, whereas the references compiled within Google Scholar are more heterogeneous and less structured (
We used the following search terms in Scopus and WoS (both accessed 28 April 2020): (Spain OR Iberian Peninsula OR Canary Islands OR Balearic Islands OR Ceuta OR Melilla) AND (alien species OR exotic species OR non-native species OR invasive species OR introduced species OR species introduction OR translocated species OR species translocation OR species spread OR naturalised species OR casual species OR species of concern OR noxious species OR pernicious species OR harmful species) (
Total number of references retrieved before scrutiny (e.g. including duplicates) and final number of references retained for the database. Web of Science and Scopus were managed simultaneously because they show a great overlap of hosted references.
Bibliographic database | Number of references retrieved | Number of references retained |
---|---|---|
Scopus | 1569 | 214 |
Web of Science | 1152 | |
Dialnet | 75 | 62 |
Google Scholar | 1000 | 112 |
Only documents focusing on direct IAS management (i.e. eradication and control) or with explicit management implications in Spain were included (e.g. risk assessment and prevention of future invasions, regulations or education). Studies exclusively focusing on the biology or the ecology of IAS, with no management implications or with no examples, were discarded. We only counted introduced and established species or species able to spread in the wild (e.g.
We selected relevant features of the retrieved documents for our analysis, following previous bibliographic studies on IAS management (mostly
Features and categories used to characterise the compiled literature (based on
Feature | Categories |
---|---|
Authors | – |
Document type | Scientific article, book, book chapter, conference proceedings, report or thesis |
Ecological organisation level | Population/autoecology, community/assemblage, ecosystem or generic/not applicable |
Ecosystem type | Terrestrial, inland waters, marine or urban |
Insular territory | Yes or no |
Language | English or Spanish |
Main topic | Management (eradication and control), prediction, prevention, prioritisation (including risk management), regulation/decision-making, risk assessment, social, biology/ecology, climate change and other synergisms, conservation, definitions, economics, education and awareness-raising, impacts, information sharing, communication and collaboration, introduction/spread or survey/monitoring |
Management topic | Prevention, eradication, control or generic/not applicable |
Methodological approach | Review/meta-analysis, observational field study, field experiment, greenhouse/laboratory experiment, opinion paper or theory |
Primary emphasis | Basic (without direct manipulation of the target taxa), applied (with direct manipulation of the target taxa) or interdisciplinary (encompassing social and policy issues) |
Protected area | Yes or no |
Spatial scale | Local, regional, national, supranational/global or other/undefined (e.g. greenhouse/lab experiment) |
Species | Target species, taxon or generic/multiple taxa |
Success | Yes, partial, no, unknown or not applicable |
Treatment | Regulation, awareness raising, culling, biocontrol agent, poisoning, hydrology manipulation, hydrogeomorphological restoration, survey and monitoring, mechanical removal, manual removal, herbicide, genetic selection, exclosure, not applicable, DNA metabarcoding, re-afforestation, heating, baiting, containment, mulching, prevention, restocking, incineration, insecticide or sterilisation |
Year | - |
We downloaded the keywords from documents retrieved from Scopus and WoS and manually scrutinised those documents compiled from Google Scholar and Dialnet to compile the available keywords. Then, we inspected the keywords to detect mistakes and misspellings and translated those words into Spanish using Google Translator, adjusting English keywords to well-established terms when necessary (e.g. caña común/common reed to giant reed). The references and features can be found in Supplementary Material.
We used the cumulative sum of number of documents per year to compare the publishing trends in management of invasive alien species in Spain with more general science publishing trends (in Spain and worldwide). The total number of documents published worldwide and in Spain were those included in the Journal Citation Reports (JCRs). The series were retrieved from: www.scimagojr.com/countryrank.php. Frequency bar plots enabled scrutiny of the prevalence of the different categories of each additional feature, except species and ecosystem types. We investigated these two features simultaneously using the function comparison.cloud of the R (
The association amongst features was analysed, except year (Table
Cramér's V Index evaluates the association between features, but provides no information about the relationship amongst categories. Therefore, we built two alluvial diagrams to graphically scrutinise the relationship between the categories of the features: methodological approach, ecosystem type, management topic and spatial scale and ecosystem type, treatment and success (Table
To investigate the existence of additional topics and research areas not described by the features and categories detailed in Table
The number of documents published on IAS management has grown steadily since 1995 (Figure
Cumulative number of documents on IAS management in Spain and cumulative number of scientific documents included in the Journal Citation Reports (JCRs), with no distinction by research area (A). Global series encompasses all the documents included in the JCRs, whereas the Spain series includes exclusively those produced in Spain (data retrieved from www.scimagojr.com/countryrank.php). Numbers of documents by types are represented in (B), methodological approaches in (C) and number of documents by the most prolific authors in (D).
Management (i.e. eradication and control) was the most frequent topic (31.8% out of 388 documents), followed by risk assessment (9.6%), survey/monitoring (9.3%), biology/ecology (7.6%), and impacts (7.4%) (Figure
Numbers of documents by main topics are represented in (A), ecological organisation levels in (B), management topics in (C), spatial scales in (D), primary emphasis in (E), treatment in (F) and success in (G).
The compiled studies involved 159 species or higher taxa (e.g. vascular plants). The largest number dealt with terrestrial ecosystems (50.4%), followed by inland waters (36.2%), whereas marine ecosystems and urban environments were the least common (8.3% and 5.0%, respectively) (Figure
Word cloud depicting the proportion of documents per ecosystem type and taxon obtained using the function comparison.cloud of the R package wordcloud (
The association network displaying Cramér’s V Index between pairs of features indicated great specificity regarding authors’ preferences about publishing language and document type and on the management scales and treatment success of the conveyed experiences and approaches (Cramér’s V > 0.91), but inferior regarding the target species (Cramér’s V = 0.76). Subsequently, the association network highlighted the strong association between species and all other features (Cramér’s V > 0.50), except with document type and protected area (Figure
Association network displaying Cramér’s V between features characterising the documents on IAS management in Spain. Connections are only depicted when the χ2 statistic is significant (P < 0.05). Connection width and colour are based on Cramér’s V and range from 0 (no association) to 1 (perfect association).
The most frequent studies were reviews and meta-analyses focusing on terrestrial ecosystems and providing general guidelines to manage invasive species at the national (6.5% out of the 388 documents), supranational/global (5.3%) and regional scales (4.3%) (Figure
Alluvial diagram relating the methodological approach, ecosystem type, management topic and spatial scale of the compiled documents on invasive alien species (IAS) management in Spain. Connection width is proportional to the number of documents (An interactive version of this figure can be downloaded from https://doi.org/10.6084/m9.figshare.16547790.v1).
The most frequent approaches, described within terrestrial studies, focused on awareness-raising, survey/monitoring and regulation (7.3%, 6.8% and 3.1%, respectively out of the 388 documents). Most of them had no quantifiable (not applicable/17.2%) or unknown success (2.1%). This was followed by the use of biocontrol agents whose efficacy has not yet been tested (i.e. unknown, 1.6%) and unsuccessful culling of IAS (none and partial, 1.7%). The successful approaches most frequently reported combined herbicides and mechanical and manual plant removal (2.9% in total). In inland waters, awareness-raising and regulation were amongst the most frequently indicated approaches (3.9% and 3.0%, respectively), although with no quantifiable success (not applicable, 6.9%). Water level and flow regime manipulation was the most frequent management approach, but it was not tested (unknown, 2.3%) and occasionally turned out useless (0.7%). Culling and poisoning seldom worked (0.8% and 0.5%, respectively) and the success of most reported experiences was unknown or partial (1.6% and 0.9%, respectively). Hydrogeomorphological restoration, re-afforestation, plant removal and herbicide use were the most common approaches to control invasive riparian vegetation (1.2%, 1.1%, 1.6% and 0.7%, respectively). However, success of these treatments was partial or uncertain and only 0.6% reported successful experiences. The treatments for marine ecosystems followed a similar pattern and focused on preventative approaches: awareness-raising, survey/monitoring and regulation (1.9%, 1.0% and 0.9%, respectively), most of them with no quantifiable (not applicable/2.0%) or unknown success (1.6%). The only successful study involved raising awareness and DNA metabarcoding to confirm the elimination of the pygmy mussel (Xenostrobus securis) (
The collected keywords encompassed 1,145 different terms. The aggregation algorithm revealed 39 different research areas or clusters (Figure
Alluvial diagram relating the ecosystem type, treatment and success of the compiled documents on invasive alien species (IAS) management in Spain. Connection width is proportional to the number of documents. The category Other includes mulching, prevention, sterilisation, heating, incineration, containment, baiting, restocking, DNA metabarcoding, insecticide and genetic selection (Alternative static and interactive versions of this figure relating species/taxa, treatment and success can be downloaded from https://doi.org/10.6084/m9.figshare.16547790.v1).
(A) Complete keyword co-occurrence network developed to visualise the importance of the research areas. Vertex colours are based on research areas or clusters and vertex size is proportional to the frequency of keyword occurrence. (B) Simplified network based on cluster centres and most frequent keywords (> Q95 or number of occurrences ≥ 4). Overall vertex sizes are proportional to the log-transformed number of occurrences and inner circles to the proportion within each research area. Label sizes have been rescaled to avoid overlapping.
Spanish literature on IAS management has been mainly theoretical (55% review/meta-analysis), with a balance between theoretical and applied studies similar to that reported in other studies on biological and ecological aspects of biological invasions (
The proportion of applied studies and field experiments was markedly low, which impeded rating the efficacy of most of the described approaches (66.2%). Moreover, studies on novel biocontrol agents, such as the use of pathogens (
The proportion of documents per species and ecosystem type in Spain was similar to that estimated in other countries (
Studies on terrestrial ecosystems involved all spatial scales (i.e. local, regional, national and supranational). However, applied experiments and experience were mostly local interventions, such as management of prickly pear species (Opuntia spp.) and the sentry plant (Agave americana) (
The published research on terrestrial invertebrates and microorganisms appeared to be concentrated on a few species with direct impacts on economics and human health (e.g. yellow-legged hornet V. velutina, pinewood nematode B. xylophilus or tiger mosquito A. albopictus). However, further applied research and knowledge transfer is particularly needed to control invertebrates, due to the rising number of introductions worldwide (
The number of studies conducted in inland waters was notably high due to the enormous number of established species and their associated economic costs (e.g.
In Spain, stowaway introductions in brackish and marine environments have also gained prominence (
Worldwide, urban environments are becoming active introduction hubs (
The compiled literature on IAS management in Spain does not particularly reflect budget reductions related to the Great Recession of 2008 (
Despite these recommendations and the highlighted deficiencies, Spanish literature on IAS management should not be considered completely defective. Recent studies on alien animal species, currently thriving in Spanish inland waters, indicate that no single management protocol can be applied to every taxonomic group, due to marked differences amongst species, introduction pathways and invaded habitats (
We thank Dr. Núria Roura-Pascual, an anonymous reviewer and the Editor Dr. Moritz von der Lippe for their helpful comments about the manuscript.
This research was funded by the Spanish Ministry of Science and Innovation (InvaNET network, RED2018‐102571‐T). Additional financial support was provided by the Spanish Ministry of Science and Innovation, Spanish State Research Agency (AEI) and European Regional Development Fund (FEDER, UE) (grants PID2020-118550RB, PID2019-103936GB-C21, RTI2018-093504-B-I00) and the Government of Catalonia (ref. 2017 SGR 548). RMM benefitted from a postdoctoral Juan de la Cierva Fellowship from the Spanish Ministry of Science and Innovation (FJCI-2016-30829).
Complete reference list and the features used to characterise the references
Data type: references and features
Table S1. Table of features, categories and definitions used to characterise the compiled literature
Data type: definitions