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Article

Progressive Invasion of Aedes albopictus in Northern Spain in The Period 2013–2018 and A Possible Association with The Increase in Insect Bites

1
Animal Health Department, NEIKER-Instituto Vasco de Investigación y Desarrollo Agrario, Bizkaia Science and Technology Park 812L, 48160 Derio, Bizkaia, Spain
2
Departamento de Salud del Gobierno Vasco, Subdirección de Salud Pública de Gipuzkoa, 20013 Donostia-San Sebastian, Gipuzkoa, Spain
3
Unidad de Epidemiologia, Departamento de Salud del Gobierno Vasco, Subdirección de Salud Pública de Bizkaia, 48008 Bilbao, Bizkaia, Spain
4
Animal Health Department, The AgriFood Institute of Aragon (IA2) Faculty of Veterinary Medicine, 50013 Zaragoza, Spain
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2020, 17(5), 1678; https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17051678
Submission received: 20 January 2020 / Revised: 21 February 2020 / Accepted: 2 March 2020 / Published: 4 March 2020
(This article belongs to the Section Global Health)

Abstract

:
(1) Background: Aedes albopictus has rapidly expanded throughout Europe, becoming a public health concern in the Mediterranean Basin. (2) Methods: Following the detection of Ae. albopictus in the southwestern French region of Aquitaine in 2012, an entomological surveillance programme was implemented in the Basque Country (Northern Spain) in 2013. (3) Results: Ae. albopictus eggs were first detected in 2014 in a transited parking area in the northeastern sampling point, 22 km away from the nearest French site with recorded presence of tiger mosquito. At this site, eggs were found throughout the study (2014–2018). Other western and southern municipalities became positive in 2017 and 2018. Ae. albopictus adults were first captured in 2018 by aspiration of the vegetation in an area where eggs had been detected since 2015, suggesting a progressive establishment of a self-sustained population. Incidence of insect bites in humans was roughly constant over the study period except for a significant increase in 2018 in the Health County where eggs had been detected since 2014. Densities of Ae. albopictus eggs in positive areas remained at similar levels over the years. (4) Conclusion: Multiple approaches and standardized methods are necessary to successfully control this vector.

1. Introduction

The Asian tiger mosquito Aedes albopictus (Skuse, 1894) is an invasive species that can be easily transported [1,2,3], and therefore, it is currently found in temperate and tropical continents, like Asia, Europe, North and South America, Africa, and a number of locations in the Pacific and Indian Oceans [4]. Introduction of Ae. albopictus in Europe was first documented in Albania during the late 1970s. This first description was followed by reports of its presence in Italy in the 1990s, from where it gradually spread to other Mediterranean countries [5]. In addition, its ability to adapt to cold temperatures and overwinter in temperate regions, its plasticity to adapt to different habitats [4], together with globalization and climate change contribute to the successful invasion of Ae. albopictus.
Ae. albopictus spread is a public health concern since it can act as a vector of some arboviruses, most notably dengue and chikungunya. In fact, several autochthonous outbreaks have been recently reported in Europe, thus confirming local transmission of these diseases in places where Ae. albopictus is established [6,7,8]. This situation poses a risk for neighbouring areas where transmission has not yet occurred. In addition, the aggressive biting behaviour of Ae. albopictus jeopardises the quality of life of local citizens and can even have a direct impact on regional economy [9].
Following the first detection of the Asian tiger mosquito in Catalonia (Spain) in 2004 [10], a surveillance programme funded by the Spanish Ministry of Health started in 2007 at several regions of the Mediterranean Spanish territory [11]. The programme was aimed at detecting as early as possible the presence of tiger mosquito eggs in order to prevent a possible spread and further establishment. Since the increase in the rate of insect bites in people was shown to be a good indicator of the presence and establishment of the Ae. albopictus mosquito in Catalonia (Spain) [12], mosquito bite rates can also be included in surveillance programmes.
Considering the existence of established populations of Ae. albopictus in France and the Spanish Mediterranean regions, vehicles travelling through motorway systems would be the foreseeable means for the arrival of the mosquito to northern Spain. This study arises after the detection of eggs of tiger mosquito in 2012 in the French region of Aquitaine (southwestern France) [13], 22 km away from the Spanish Basque Country. This region is limited geographically within southwestern France, and it is located approximately 500 km away from the Spanish Mediterranean areas where tiger mosquito was already fully established [1,10]. The objectives of the current study were (i) to monitor the arrival and spread of Ae. albopictus in the period 2013–2018, (ii) to evaluate changes in Ae. albopictus egg densities in areas where eggs of tiger mosquito were detected in consecutive years, and (iii) to assess the temporal trends in the rates of insect bites in humans as an indicator of Ae. albopictus establishment in the area.

2. Materials and Methods

2.1. Study Area

The Basque Country (northern Spain) (42°78′ N, 02°44′ W), with an extension of ca. 7200 km2, is divided into three administrative provinces: Gipuzkoa (NE), Bizkaia (NW), and Araba (S). The climate is warm and temperate. The average annual temperature is 13.4 °C in Gipuzkoa, 13.8 °C in Bizkaia, and 11.5 °C in Araba, and rainfall averages are 1610.6 mm in Gipuzkoa, 1277.7 mm in Bizkaia, and 878.3 mm in Araba [14].
Population of the Basque Country is ca. 2,188,017 inhabitants [15]. Industry is the driving force of the Basque economy and represents 21% of the gross domestic product (GDP) [15]. Due to its geographical location, the region is crossed by a network of highly trafficked motorways structured around the main routes that connect the Basque Country with France, central Spain, and the Mediterranean coast. These roads support around 100,000 tonnes of freight movements per year, being manufactured minerals, building materials, machines, vehicles, and manufactured objects the most common freight, followed by food products [15]. Inbound transport (international and national) represents 49.6% of the movements, whereas outbound transport amounts for the remaining 50.4%.
Tourism also represents an important part of the economy of the region (5.8–6.1% of GDP). Almost two out of three tourists come from other Spanish regions (37.2% from central Spain, 14.9% from Catalonia, 14.2% from Mediterranean provinces, and 15.6% from other Spanish regions), and the remaining one-third comes from abroad. In fact, due to the geographical proximity, the Spanish Basque Country frequently receives people from the French Basque Country, Les Landes, and French Pyrenees. Only 18% corresponds to internal tourism [15].

2.2. Surveillance of Ae. albopictus

Presence of Ae. albopictus eggs was investigated using oviposition traps (ovitraps) located in 40 sampling areas on 12 Health Counties (HC) during the period 2013–2018 (Table 1).
The density of the sampling areas varied in number and location along time with an increasing trend over time (Table 1). Ovitraps consisted of a dark container (250 mL) filled with non-chlorinated water and a wooden stick (15 cm long and 2 cm width) submerged inside as an oviposition substrate [16]. Eight to ten ovitraps were placed in each sampling site in wind-protected shaded areas; in many cases, surrounded by vegetation; and near walls or fences. Ovitraps within each sampling site were separated by at least 15–20 m. High or intense traffic of trucks and vehicles was used as selection criteria for sample locations, e.g., motorway service areas, petrol stations, shopping centres, and industrial areas, among others (Table 1).
Entomological surveillance took place between September and November initially (2013–2015) and between July and November afterwards (2016–2018), periods when the highest densities of Ae. albopictus mosquitoes have been recorded in Spain [17]. Ovitraps were examined weekly, and the wooden sticks were replaced and transported to the laboratory for examination. The water content of the ovitraps was also visually examined for mosquito larvae, and the water was then replaced using non-chlorinated water. In the laboratory, each labelled wooden stick was studied under a stereoscopic microscope and the eggs with morphology compatible with container breeding Aedes mosquitoes were counted. A selection of sticks from positive sites were immersed in small breeders with non-chlorinated water for hatching and further identification of the fourth stage larvae (L4) using taxonomic keys [18].
For the collection of adult mosquitoes, two BG Sentinel traps (Biogents, Regensburg, Germany) with attractant lure, two Prokopack aspirators (John Hock, Gainesville, Florida, USA), and five gravid traps (John Hock, Gainesville, Florida, USA) were placed nearby the sites where Ae. albopictus eggs were detected. BG Sentinel traps were placed for 24–48 h, and gravid traps were placed for 48 h. An aspirator was used for 20–30 min in vegetation around positive traps. Mosquito identification was also performed using taxonomic keys [18].

2.3. Control of Ae. albopictus in Positive Sites

Once Ae. albopictus eggs were identified in a sampling site, the Department of Public Health of the Basque Country was immediately informed, and local authorities were requested to implement control measures against tiger mosquito in the area. Licensed companies selected by the affected councils carried out biocide treatments (adulticidal and/or larvicidal). Active compounds and dates of application were provided by health officers of the municipalities.

2.4. Monitoring Insect Bite Rates in Humans

Sampling sites were located in twelve out of 13 HC (Figure 1, Table 1). Insect bite events in each HC were retrospectively compiled from the databases of outpatient health services for the study years (2013–2018) during the period when biting incidence was reported to be higher, i.e., between 1 May and 20 November (weeks 18–48). Patients attended health services after an insect bite when the bite showed signs of irritation or inflammation or when they suffered from an allergic reaction. Bite type was defined by the doctor who attended the patient after bite inspection. Bites included in the study corresponded to Diptera, mainly Culicidae, excluding ticks, bees, wasps, bedbugs, or spiders, which are differentially registered.

2.5. Collection of Data and Statistical Analyses

Geographical coordinates of ovitrap location at the 40 sampling sites were recorded using a global positioning system device and were represented in a map using the software QGIS 3.4.12-Madeira (QGIS Geographic Information System, Open Source Geospatial Foundation Project) (Figure 1). Information regarding HC, principal motorways, and roads was obtained from the GeoEuskadi, Infrastructure, and Spatial data platform [19].
Annual and weekly mean temperatures (min, max, and mean), humidity, and precipitation were compiled from meteorological stations located in the HC where Ae. albopictus eggs were observed during the period 2013–2018 between May and November. Differences observed among years were compared by nonparametric Kruskal–Wallis test. To assess differences among years with regard to the percentage of positive ovitraps, Pearson’s Chi-squared test (categorical variables) was used. Ae. albopictus egg density among years and sites were compared by nonparametric Kruskal–Wallis and Wilcoxon two-sample test. Since sampling starting time varied among years, egg density annual means per ovitrap were calculated for the period 1 September–15 November. R software (version 3.4.3, R Foundation for Statistical Computing, Vienna, Austria) was used for statistical analyses. Probability values of p < 0.05 were considered significant. The outpatient biting rate per 1000 inhabitants, with confidence intervals at 95%, was assessed by HC and year using SPSS software (version 25.0, IBM SPSS Statistics for Windows, Armonk, NY, USA). Results were considered significant when confidence intervals were not overlapped. Spearman correlation test was used to assess any possible associations between insect bite rates per HC and year with mean annual climatic variables.

3. Results

3.1. Surveillance of Ae. albopictus Eggs in The Period 2013–2018

A total of 40 sampling sites were sampled between 2013 and 2018 (Table 1). Eggs were detected in 12 of the 40 areas studied (30%), including most types of selected sites: industrial zones (2/5), shopping centres (2/4), petrol stations (1/5), recycling platforms (1/1), car parks (2/2), or city centres (4/16). No eggs were detected in the six motorway service areas surveyed (0/6).
All the ovitraps examined in 2013 were negative for Ae. albopictus eggs. First detection of Ae. albopictus eggs occurred in 2014 in a busy shopping centre parking area in Irun-Behobia (Site 7) close to the French border. This sampling site remained positive until the end of the study. Moreover, during the following four years, tiger mosquito eggs were detected in another three sampling sites within the same municipality: two urban areas which tested positive only in 2015 (site 11) and in 2017 (site 13) and a petrol station (site 10) which remained positive from 2015 to 2018 with a progressive increase in the percentage of positive ovitraps (Figure 2). Between the years 2014 and 2016, tiger mosquito eggs were only identified in a radius of 4 km of the municipality of Irún-Behobia (Gipuzkoa). As the number of municipalities and sampling areas examined increased along the study period, more positive sites were detected. Thus, in 2017, Ae. albopictus was detected for the first time in the province of Bizkaia (sites 20 and 23) in areas 100 km away from Irún-Behobia (first detection site) but placed within the main road freight network. Both areas had been sampled the previous year (2016), giving negative results. In 2018, the number of Ae. albopictus positive ovitraps increased in both areas (Figure 2) and six new sites became positive for the first time, including the first detection in the province of Araba. Thus, in 2018, Ae. albopictus eggs were detected in a caravan parking site (site 34) in Donostia-San Sebastian (Gipuzkoa) very frequently visited by tourists and located 23 km away from Irún-Behobia: four new sites in the province of Bizkaia and an industrial area in Araba (site 6) with important commercial transportation of different goods to nearby provinces (Figure 1). Complete results of the surveillance programme are compiled in Table S1.
In general, the proportion of positive ovitraps increased over the years (Table 2), the highest percentage being detected in 2018 (3.6%), which represented a significant increase in relation to previous years (X2 = 145.27, df = 5, and p = 0.0001). In fact, in 2018, only 4 sampling sites accounted for 89% of the positive ovitraps (sites 7, 10, 20, and 23). The number of ovitraps examined and the number of positive traps per sampling site and year are summarised in Table S2.
Native Culicidae species (Culex pipiens, Culex hortensis, Culiseta longiareolata, Ochlerotatus caspius, Ochlerotatus detritus, Culex spp., and Anopheles spp.) were captured using BG Sentinel traps near site 7 and site 10 in 3–5 samplings carried out between the end of September and the middle of November (2014–2016). Similarly, BG Sentinels were placed in site 20 and Cx. pipiens, Culex spp. and Cs. longiareolata were identified (2017–2018). Gravid traps were incorporated in 2018 in sites 10, 20, and 25, but no Ae. albopictus adults were trapped. In addition, an entomological aspirator was used in 2018 in sites 10, 20, 21, and 22, but only a few specimens of tiger mosquitoes (N = 6) were captured at site 10. Data of adult mosquitoes collected and their identification are summarized in Table S3.

3.2. Treatments Applied

Once Ae. albopictus eggs were detected in a municipality, the local council was contacted and biocidal treatments were rapidly applied by licensed companies for mosquito and pest control. Each company followed their own strategy in the selection of biocidal compounds and frequency of treatments, and no harmonized procedures were used. Overall, the strategy involved an initial treatment with adulticide (deltamethrin 2.5%) followed by a second treatment at 48 h and a third application 7 days later. Larvicides such as Bacillus thuringiensis israelensis spores (sites 7 and 10 for 2016 and 2018), S-metoprene (site 20 for 2017 and 2018), or diflubenzuron (sites 7 and 10 for 2017) were also applied in potential breeding sites surrounding positive sampling locations. Changes in the percentage of positive ovitraps before and after treatments are shown in Figure 2. When the average number of eggs per positive ovitrap was compared over the years, no differences were observed (Site 7, p = 0.7238; site 10, p = 0.5050; site 20, p = 0.1277; and site 23, p = 0.0861) (Figure 3).

3.3. Progress of Insect Bites in Humans in The Period 2013–2018

The incidence of reported insect bites in the human population was compiled for each HC, where tiger mosquito eggs were detected. A slight increase in biting rates was observed in 2018 in all counties (Figure 4 and Table S4) compared to years 2016 and 2017, and a significant increase was observed in HC-B (Bidasoa), where tiger mosquito had been detected since 2014 (incidence in 2018: 6.1 bites/1000 inhabitants, CI 95%: 5.6–6.5 vs. incidence 2016–2017: 4.1–4.4 bites/1000 inhabitants, CI 95%: 3.5–4.9). In the other HCs, bite rates remained stable throughout the entire study period. Also to be noted is the higher biting rates recorded throughout the whole study period in HC-BG (Barrualde-Galdakao) (incidence in 2016–2018: 6.5–8.1 bites/1000 inhabitants, CI 95%: 6.3–8.3) compared to all other HCs (Figure 4) even though presence of tiger mosquito in this HC was not detected until 2017.
Overall, taking into account annual mean temperatures, humidity, and total precipitation, a positive correlation was found between the rate of insect bites per 1000 inhabitants and the humidity (r = 0.41, p = 0.0129). Moreover, a negative significant association between bite rates and precipitation (r = −0.34, p = 0.0415) was observed. No significant correlation was found between bite rates and the different temperatures (min, max, and mean) studied. A significantly higher humidity with respect to previous years (p < 0.05) was observed in 2018 in sampling site 10 (HC-B, Bidasoa). Regarding temperatures, no statistical differences were observed among years in the HC where Ae. albopictus eggs were detected.

4. Discussion

This surveillance programme has provided valuable data to better understand the invasion process of Ae. albopictus in the Basque Country. The recommended tools in epidemiological surveillance systems, consisting of the periodic examination of ovitraps along with the use of BG Sentinel and other devices for the capture of adult mosquitoes [16], were used, and the overall findings suggested that Ae. albopictus can be easily introduced in any area with abundant freight traffic. However, due to limitation of resources, the programme started with a smaller number of sampling sites that increased to cover the three Basque provinces when, in 2016, other institutions, like local councils and health services, became engaged. Consequently, in those places where the monitoring programme was not initially implemented, only a partial picture was obtained, thus hampering mosquito tiger expansion interpretation.
Ae. albopictus eggs were detected the second year of the programme, first detections being restricted to sites with dense vehicle traffic within a municipality near the French border. The following years, mosquito eggs were spotted in sites located 100 km away from its original detection site, so that introduction of Ae. albopictus from regions other than France like the Spanish Mediterranean regions where tiger mosquito is fully established [11] cannot be ruled out. In this case, road traffic would have contributed to the spread of this invasive species as previously reported [1]. On the other hand, the continued and increased presence of eggs year after year in the same locations near the French border indicated not only possible new arrivals through transport but also local reproduction and colonization of Ae. albopictus [20] as reported in other regions. In contrast, the sporadic detection in other sites would be indicative of a recent introduction. However, its survival and establishment success would be driven mainly by climatic conditions and land use, with urban and peri-urban areas providing abundant suitable sites for egg laying [4,21].
Climatic conditions are key in the establishment of tiger mosquito, and different predictive models have been projected for Europe in the past years [22,23,24]. Annual mean temperature (above 10 °C) and particularly mean temperature in January (above 0°) are the two crucial variables for the expansion of this species. January mean temperature conditions the survival of the eggs in winter and the ability of the population to overwinter [21]. According to Roiz et al. [23], rainfall would not be a limiting factor for mosquito establishment if mean annual precipitation is above 500 mm. In the Basque Country, neither rainfall nor temperatures of January would be critical limitations [14]. Regarding temperature, Ae. albopictus growth is dependent on external temperature and is likely to be slower in temperate regions with cool summers [25] as is the case in the Basque Country (or at least the northern parts of the Basque Country). This temperature threshold might have acted as a barrier to delay the establishment of the Ae. albopictus populations in the Basque Country and could explain the failure to detect adults during the first five years after the first detection of eggs. Another alternative is that Ae. albopictus populations grew so slowly over those years that their growth was undetectable. This is in agreement with previous studies that reported that Ae. albopictus population requires a few years to be established, as seen in Switzerland [26], and to start causing problems in human welfare. The slight increase in biting rates observed in 2018 in all HCs where tiger mosquito eggs were present might also be an indicator to support that hypothesis. However, it is difficult to know if Ae. albopictus could have been involved in the increase in bites in 2018 since an increase in the population of native Culicidae has also been reported in several European countries due to the high temperatures in summer 2018 [27]. However, temperatures in the Basque region were not significantly higher in 2018 in comparison with previous years, and only humidity showed a significant increase in 2018. Still, the increase in reported biting rates observed in HC-B (Bidasoa), where tiger mosquito was present since 2014, was significant, suggesting that the presence of the mosquito could have started having an impact on the well-being of the population. However, insect bite rates in the Basque population are far lower than rates observed in other Spanish regions (Catalonia) at the time Ae. albopictus was first observed (16 consultations/1000 inhabitants in 2004) [12]. Therefore, surveillance of biting rates in the Basque Country in future years will be very useful to monitor the presence and abundance of the Ae. albopictus population and to evaluate the efficacy of the control actions implemented to minimize its effects on citizens welfare.
The control of invasive species is challenging, and in most cases, its result is barely effective or short-effective [28]. However, some success in the reduction of Ae. albopictus populations was reported in Spain and Switzerland [26,29]. Once tiger mosquito is established in an area, a combination of multiple control measures need to be applied [20] to restrain spread and to keep the population at low levels. To do so, public institutions and community interventions play a very important role [13,26,30]. In fact, in 2018, the public health authorities in the Basque Country started the diffusion of leaflets containing information about the biology of the mosquito and the importance of recognizing and removing breeding sites suitable for Ae. albopictus in private properties of the affected municipalities. In this study, the treatments applied at the positive sites were irregular and intermittent, different operators used different active products and doses, and surfaces treated were unknown. This could be in part consequence of the limited experience of local control companies in the management of this invasive species and the restrictions in treatment budgets. Lack of harmonized control protocols hampered results comparison and prevented the implementation of common action plans at the affected municipalities. Future actions implemented in the upcoming years to fight against this vector species should overcome this situation.
The density of eggs in ovitraps gives an indication of mosquito-biting females’ densities, and the mean number of eggs is used in surveillance and control programmes [26,29]. Interestingly, the median eggs per positive trap remained at stable levels in the sampling sites where treatments were applied, with averages below 60 eggs/positive ovitrap in the six years of the programme. Similar results were found in Switzerland in the first five years of the surveillance programme (2000–2004) when <50 eggs per positive ovitrap were reported [26]. The results presented here and the Ae. albopictus trends reported in other studies suggest that invasion will progress throughout Europe and highlights the potential impact of climate change on Ae. albopictus populations [22].
It is been over four decades now since the Ae. albopictus colonization process started in Europe. Since then, molecular genetic studies have demonstrated the invasion progress in different countries from the original sources in Albania, northern and central Italy [31]. Similar studies would be needed to trace back the introduction of tiger mosquito into the Basque Country and to identify the sources.

5. Conclusions

This comprehensive entomological study highlighted the risk of a rapid spread of this alien species in non-native areas. Despite surveillance programmes and the application of control measures, it seems difficult to stop the introduction and expansion of Ae. albopictus in the Basque Country region due to the high flow of vehicle trade. To monitor spread and to achieve early detection, the surveillance programme is ongoing and new sampling locations will be included to cover new areas. Also, insect biting surveys should be included as part of Ae. albopictus surveillance programmes, considering also human landing catches [32]. On the other hand, future control measures in positive sites should follow standardized protocols. Finally, local administrations in collaboration with research centres should promote passive surveillance by involving the community (the so-called citizen science) as a cheap advantageous surveillance alternative [13].

Supplementary Materials

The following are available online at https://0-www-mdpi-com.brum.beds.ac.uk/1660-4601/17/5/1678/s1 Table S1: Database with the results of the presence of Ae. albopictus eggs obtained in the surveillance programme (2013–2018). Table S2: Number of ovitraps examined and number of positive traps per sampling site and year. Table S3: Data of adult mosquitoes collected and their identification. Table S4: Number of insect bite consultations and consultations per 1000 inhabitants in the Health Counties for the period 2013–2018.

Author Contributions

Conceptualization, J.F.B., J.L., J.G., and A.L.G.-P.; methodology, J.F.B., J.L., V.d.C., and M.O.; formal analysis, F.G. and M.O.; investigation, F.G, M.A.G., I.O.-A., and S.D.; resources, J.L., A.L.G.-P., and J.G.; data curation, F.G. and V.d.C; writing—original draft preparation, F.G., M.A.G, and I.O.A.; writing—review and editing, A.L.G.-P.; supervision, A.L.G.-P., J.L., and S.D.; project administration, J.G. and A.L.G.-P.; funding acquisition, A.L.G.-P., J.L., and J.G. All authors have read and agreed to the published version of the manuscript.

Funding

This work was funded by the Department of Health and the Department of Economic Development and Infrastructures of the Basque Government and was co-financed by the Ministry of Health, Social Policy, and Equality (Government of Spain). Fatima Goiri is beneficiary of a PhD contract funded by the Department of Economic Development and Infrastructures of the Basque Government (FPI-2019). Mikel Alexander González is beneficiary of a postdoctoral contract financed by the Department of Education of the Basque Government.

Acknowledgments

We thank our colleague Ana Hurtado for her work in reviewing and editing the manuscript. We thank the participation of the staff of the Department of Health of the Basque Government in this study and the collaboration of the Health officers of the municipalities of Bilbao, Donostia-San Sebastian, Basauri, Vitoria-Gasteiz, and Laguardia in the selection of sampling points and the field work.

Conflicts of Interest

The authors declare no conflict of interests. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

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Figure 1. Maps of the Basque Country indicating the sites where ovitraps were placed in each year along the surveillance programme (2013–2018) (Source: Own elaboration based on GeoEuskadi data). Open circles denote negative sites, whereas presence of Ae. albopictus eggs in at least one ovitrap is indicated by red circles.
Figure 1. Maps of the Basque Country indicating the sites where ovitraps were placed in each year along the surveillance programme (2013–2018) (Source: Own elaboration based on GeoEuskadi data). Open circles denote negative sites, whereas presence of Ae. albopictus eggs in at least one ovitrap is indicated by red circles.
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Figure 2. Percentages of positive ovitraps in the 4 sites where Ae. albopictus eggs were observed throughout the study and timing of treatments applied: Asterisks indicate dates when sampling was not performed.
Figure 2. Percentages of positive ovitraps in the 4 sites where Ae. albopictus eggs were observed throughout the study and timing of treatments applied: Asterisks indicate dates when sampling was not performed.
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Figure 3. Boxplot showing the number of eggs per positive ovitrap over the years in the 4 sampling sites where Ae.albopictus eggs were observed during consecutive years: Boxplot graphs represent the median burden, the lower and upper quartiles (boxes), and minimum and maximum values (whiskers).
Figure 3. Boxplot showing the number of eggs per positive ovitrap over the years in the 4 sampling sites where Ae.albopictus eggs were observed during consecutive years: Boxplot graphs represent the median burden, the lower and upper quartiles (boxes), and minimum and maximum values (whiskers).
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Figure 4. Insect bite consultations per 1000 inhabitants in the Health Counties where Ae. albopictus eggs were detected for the period 2013–2018 (A = Araba; BS = Barakaldo-Sestao; BG = Barrualde-Galdakao; B = Bidasoa; BB = Bilbao Basurto; D = Donostiadea). Significant increases are indicated by asterisks.
Figure 4. Insect bite consultations per 1000 inhabitants in the Health Counties where Ae. albopictus eggs were detected for the period 2013–2018 (A = Araba; BS = Barakaldo-Sestao; BG = Barrualde-Galdakao; B = Bidasoa; BB = Bilbao Basurto; D = Donostiadea). Significant increases are indicated by asterisks.
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Table 1. Sampling sites description and year of detection of Ae. albopictus eggs.
Table 1. Sampling sites description and year of detection of Ae. albopictus eggs.
HC 1SiteSite DescriptionCoordinates
9/UTM 30)
Sampling YearYears of Detection
A1Petrol stationX:555518   Y:47459442013, 2015–2017
2Service areaX:510280   Y:47570462015–2017
3City centreX:526669   Y:47429692016–2017
4City centreX:525569   Y:47428462016–2017
5AirportX:521831   Y:47479112018
6Industrial areaX:519711   Y:474349320182018
B7ParkingX:600521   Y:47997072013–20182014–2018
8Shopping centreX:594423   Y:47972512014
9Petrol stationX:601109   Y:47988642015
10Petrol stationX:600172   Y:47992912015–20182015–2018
11City centreX:597750   Y:47991662015–20172015
12City centreX:598244   Y:47985722015–2018
13City centreX:597039   Y:47993262016–20182017
14Petrol stationX:597768   Y:48011112016–2017
15City centreX:597590   Y:48030502016–2017
BB16City centreX:505938   Y:47890592016–20182018
17City centreX:504805   Y:47902652016–2018
BG18Service areaX:508383   Y:47821042015–2017
19Service areaX:519772   Y:47865392015
20Industrial areaX:509199   Y:47867652016–20182017–2018
21Recycling centreX:508893   Y:478644220182018
22City centreX:508622   Y:47866972018
BS23Shopping centreX:499449   Y:47931952016–20182017–2018
24Shopping centreX:499764   Y:479253720182018
25City centreX:499907   Y:479333120182018
D26Shopping centreX:585497   Y:47956622016–2018
27Service areaX:578823   Y:47930782013–2017
28Service areaX:582588   Y:47923742013–2014
29Service areaX:593455   Y:47969052014
30Industrial areaX:579356   Y:47901332016
31Petrol stationX:579405   Y:47893682016
32City centreX:582592   Y:47971972017
33City centreX:583839   Y:47938842017–2018
34ParkingX:579931   Y:479550120182018
DE35City centreX:542890   Y:47813222018
EEC36Industrial areaX:493897   Y:47997912018
GAU37City centreX:565017   Y:47662852018
RA38City centreX:533517   Y:47103452017–2018
T39City centreX:574834   Y:47758572018
UK40Industrial areaX:511692   Y:47934192017
1 HC, Health County (A: Araba; B: Bidasoa; BB: Bilbao-Basurto; BG: Barrualde-Galdakao; D: Donostialdea; DE: Debabarrena; EEC: Eskerraldea; GAU: Goierri Alto Urola; RA: Rioja Alavesa; T: Tolosaldea; UK: Uribe Kosta).
Table 2. Summary of sampling details and results on the presence of Aedes albopictus eggs in the ovitraps over the study years and locations.
Table 2. Summary of sampling details and results on the presence of Aedes albopictus eggs in the ovitraps over the study years and locations.
YearN 1 Sampling SitesN Sampled MunicipalitiesN Ovitraps ExaminedPositive Ovitraps
N (%)
Positive
Sampling Sites 2
N Municipalities with A. A.3 (HC) 4
2013444040 (0.0)00 (na 5)
2014554482 (0.4)71 (B)
20159581015 (1.9)10, 111 (B)
2016201128015 (0.2)7, 101 (B)
20172213253125 (1.0)7, 10, 13, 20, 233 (B, BG, BS)
201823113436123 (3.6)6, 7, 10, 16, 20, 21, 23, 24, 25, 346 (A, B, BB, BG, BS, D)
1 N, number; 2 Sampling sites as described in Table 1; 3 A.A., Aedes albopictus; 4 HC, Health County (A, Araba; B, Bidasoa; BB, Bilbao-Basurto; BG, Barrualde-Galdakao; BS, Barakaldo-Sestao; D, Donostiadea); 5 na, not applicable.

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Goiri, F.; González, M.A.; Goikolea, J.; Oribe, M.; de Castro, V.; Delacour, S.; Lucientes, J.; Ortega-Araiztegi, I.; Barandika, J.F.; García-Pérez, A.L. Progressive Invasion of Aedes albopictus in Northern Spain in The Period 2013–2018 and A Possible Association with The Increase in Insect Bites. Int. J. Environ. Res. Public Health 2020, 17, 1678. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17051678

AMA Style

Goiri F, González MA, Goikolea J, Oribe M, de Castro V, Delacour S, Lucientes J, Ortega-Araiztegi I, Barandika JF, García-Pérez AL. Progressive Invasion of Aedes albopictus in Northern Spain in The Period 2013–2018 and A Possible Association with The Increase in Insect Bites. International Journal of Environmental Research and Public Health. 2020; 17(5):1678. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17051678

Chicago/Turabian Style

Goiri, Fátima, Mikel Alexander González, Joseba Goikolea, Madalen Oribe, Visitación de Castro, Sarah Delacour, Javier Lucientes, Ione Ortega-Araiztegi, Jesús Felix Barandika, and Ana Luisa García-Pérez. 2020. "Progressive Invasion of Aedes albopictus in Northern Spain in The Period 2013–2018 and A Possible Association with The Increase in Insect Bites" International Journal of Environmental Research and Public Health 17, no. 5: 1678. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17051678

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