Introduction
The Japanese beetle (JB), Popillia japonica Newman (Coleoptera: Scarabaeidae), is a devastating pest introduced into the US during the 20th century (Potter and Held, Reference Potter and Held2002), and it has been recorded for the first time in Europe in 2014, in Northwestern (NW) Italy (Gotta et al., Reference Gotta, Ciampitti, Cavagna, Bosio, Gilioli, Alma and Marianelli2023). The pest status in Italy is defined as ‘Present, only in some parts of the Member State concerned, under containment’, being settled in restricted areas within the regions of Piedmont, Lombardy, Emilia-Romagna, and Aosta Valley (EPPO, 2024). Larvae (white grubs) develop into the soil feeding on roots of weeds and (mainly) grasses, being harmful to meadows, lawns, sport courses, and others, whereas adult beetles feed on more than 300 plant species, causing intense defoliation (Potter and Held, Reference Potter and Held2002). Adults are capable of spreading by active flight, covering average distances of 2–3 km in 24 h, albeit some specimens may fly up to 10 km (Lessio et al., Reference Lessio, Pisa, Picciau, Ciampitti, Cavagna and Alma2022). As a result of this capability, the annual increase of JB-infested area by active flight is about 10 km (Mondino et al., Reference Mondino, Lessio, Bianchi, Ciampitti, Cavagna and Alma2022). On the other hand, passive transport may involve both grubs hidden in the soil, and adult beetles as hitchers. To limit the spread of P. japonica, phytosanitary measures have been put in place, both by National and Regional Plan Protection Organizations and by the European Union, including sprays and prevention actions in nursery stocks.
Among host plant species, grapevine (Vitis vinifera L.) is one of the most affected (Fleming, Reference Fleming1972). Grapevine also undergoes official detection surveys in pest-free areas, as a sort of sentinel-plant (EFSA (European Food Safety Authority), 2023). The defoliation by JBs affects both the quality parameters of grapevine at harvest (Ebbenga et al., Reference Ebbenga, Burkness, Clark and Hutchison2022; Selli et al., Reference Selli, Perestrelo, Kelebek, Sevindik, Travaglia, Coïsson and Bordiga2023) and the cold-hardiness of buds (Hammons et al., Reference Hammons, Kurtural and Potter2010). Although the impact of the JB on the vineyard agro-ecosystem is well documented in the New World, little is known about what happens in Italy given the substantial differences with respect to American grapevine growing areas. In fact, the vineyards of the JB-infested areas of NW Italy are generally quite small in size, and surrounded by different kind of crops and/or natural environments, which might act as a reservoir (source) of incoming adult beetles. On the other hand, these vineyards have generally a grass cover in the inter-rows, which may promote the settlement of P. japonica directly inside the vineyard by egg-laying. Within this frame, the present research was aimed to determine if vineyards are suitable for JBs to lay eggs. Moreover, the environmental risk factors that may promote the presence of JB (distance from woodlands and meadows, distance from the edge of the vineyard, soil structure) were evaluated to understand their effects on the presence and distribution of the pest within vineyards.
Materials and methods
Study area
The present research has been conducted during 2020 and 2021 in grapevine growing areas of Piedmont, NW Italy, within the JB-infested area. Twelve vineyards were investigated: details are given in table 1. All the vineyards had a grass-cover in the inter-rows, and were trained with the ‘Guyot’ pruning system. Vineyards were sprayed with insecticides, within the frame of the mandatory pest management against Flavescence dorée and its main vector, Scaphoideus titanus Ball, 1932 (Hemiptera: Cicadellidae). Active substances used in conventional Integrated Pest Management (IPM) vineyards included acetamiprid, etofenprox, flupyradifurone, and pyrethroids such as lambda-cialothrin, deltamethrin, and tau-fluvalinate; whereas in organic vineyards, only natural pyrethrum was used. Sprays were made twice: at the end of June and after the middle of July in conventional vineyards, and at the middle and end of June in organic ones. Moreover, in organic vineyards adult JBs were removed by hand 2–3 times per season.
Main features of the investigated vineyards/sites
VAR, vine variety (1: Nebbiolo; 2: Croatina); TXT, soil texture (1: silty-loam; 2: loam; 3: sandy-loam); ORG, organic matter amount (1: low; 2: average; 3: high); PM, pest management (1: IPM conventional; 2: organic); YR, year of first JB detection.
Sampling
In each vineyard, an experimental plot was selected, consisting of 10 rows having approximately 60 plants each, distributed on eight inter-poles (approx plot size: 100 m2). Within the plot, transects consisting in six grapevine plants were defined; each transect was repeated four times on five different grapevine rows (total transects per vineyard, N = 20), with the exception of Site 1 which was too small and therefore had five transects on four different rows. A group of six plants between two transects was not sampled, as well as a whole row between two sampling rows.
Grubs were monitored once a year, during April–May. Soil cores (size 10 × 10 cm, depth 20 cm) were collected using a shovel. Twenty cores per vineyard were made close to each transect, four on five different alternate inter-rows, with a 10 m distance one from another. Soil turfs were extracted and accurately inspected: grubs were preserved under 70% vol. ethanol inside plastic vials, and brought to the laboratory facility of the University of Turin in Grugliasco (TO). In the lab, the setae raster on the last abdominal segment of grubs was observed under a stereomicroscope (20× magnification) to distinguish larvae of P. japonica from those belonging to other species of Scarabaeidae (Balachowsky, Reference Balachowsky1962; Fleming, Reference Fleming1972).
For each vineyard, soil samples were analyzed in order to measure physical and chemical parameters, with a particular focus on granulometry and amount of organic matter. Analyses were performed by the Agrochemical Laboratory of the Regional Plant Protection Service of Piedmont. Results are provided in Supplementary material S1.
Adult beetles were sampled three times (June 24, July 1, July 16), and five times (June 22 and 29, July 5 and 15, August 6 and 18) in 2020 and 2021, respectively. In each vineyard, visual inspections were made on single transects. An operator moved along the transect, counting the number of either single beetles or clusters of beetles on leaves and shoots. A cluster was defined as two or more beetles feeding and/or mating on the same leaf. At the same times, the degree of defoliation on each transect was evaluated by observing two grapevine shoots bearing at least five leaves. Four defoliation classes were defined: class 1 (0–25% defoliation); class 2 (25–50%); class 3 (50–75%); class 4 (75–100%).
Data analyses
Georeferenced data of grubs, adults, and defoliation were analyzed by means of QGIS Software (version 3.22.6). Interpolation maps were produced using the Inverse Distance Weighting (IDW) method (Bartier and Keller, Reference Bartier and Keller1996), applying a distance coefficient of d = 2.
Statistical analyses were performed with R software (version 4.2.3). A correlation analysis was made between the following data: larvae vs adults, larvae vs defoliation, and adults vs defoliation, considering the single transect as the sampling unit (N = 460), whereas for both adults and defoliation the mean value of different sampling dates per transect was used. Normality of data was assessed via the Shapiro–Wilk test: as the test failed for all of the data, we applied the Spearman correlation test with a Bonferroni correction for multiple comparisons.
The spatial autocorrelation of each of the three variables at the vineyard level was calculated with the Moran’s I index and tested against the null hypothesis of no correlation (Dormann et al., Reference Dormann, McPherson, Araújo, Bivand, Bolliger, Carl and Wilson2007; Gittleman and Kot, Reference Gittleman and Kot1990). If the observed values of I are significantly greater than the expected values, then data show a positive autocorrelation, meaning that similar values, either high or low, are spatially clustered.
Data on adults and grubs were further modeled with generalized linear mixed models (GLMMs) with the Template Model Builder approach (Brooks et al., Reference Brooks, Kristensen, van Benthem, Magnusson, Berg, Nielsen, Skaug, Mächler and Bolker2017). The model on adults was fitted to a Gamma distribution of the error and a log link function, with an autoregressive order-1 structured variance-covariance matrix (ar1) for taking into account the spatial autocorrelation of the data. Data of grubs presented weaker spatial autocorrelation; therefore, they were fitted to a zero-inflated model with a Poisson distribution of the error and a log link function without considering spatial autocorrelation. The following predictive variables were considered:
• Distance from woodlands, as a continuous variable.
• Distance from wet (irrigated) meadows, as a categorical variable: A < 20 m; B: 20-40 m; C: 40-60 m; D > 60 m (category A was used as a reference).
• Distance from the edge of the vineyard, as a continuous variable.
• Year of first detection of P. japonica in the municipality (2017 or 2019), Year of monitoring (2020 or 2021) and the interaction between the two variables.
• Soil texture and carbon amount (just for the model on grubs) as a categorical variable: A: sandy-loam, low amount; B: sandy-loam, average amount; C: loam, average amount; D: silty-loam, high amount (category D was used as a reference).
The following variables were included as random effects into the GLMMs: (1) sampling site (vineyard) in which the sampling was conducted (for both models); pest management strategy: organic or integrated (just for the model on adults). All the models used for the analyses were selected based on Akaike information criterion after controlling for model diagnostics.
Results
Larvae of P. japonica were found in all of the monitored vineyards, except for Vineyard 5 in 2020. Besides, this vineyard was roughed in 2021, so no data are available for the second year. On the whole, 428 and 437 grubs were identified as belonging to P. japonica in 2020 and 2021, respectively. Grubs of other species accounted for 5.0% and 8.3% of the total in the two years, and included Amphimallon spp., Mimela junii Duftschmid 1805, Melolontha melolontha Linnaeus, 1758, and Aplidia transversa (Fabricius, 1801). The maximum numbers of grubs per core (median values) were recorded in Vineyards 6 and 7 in 2020 and 2021, respectively (fig. 1A).
Sampling data of JB in the investigated vineyards: (A) larvae; (B) adults; (C) defoliation. Horizontal line: median values; box: interquartile range (25–75%); whiskers: minimum and maximum scores without outliers; dots: outliers.
Adult beetles peaked at the beginning of July, being the mean number of clusters per transect equal to 29.9 and 65.6 in 2020 and 2021, respectively. In the same dates, the maximum defoliation was also recorded. The minimum number of both adult clusters and defoliation (median values) was recorded in Vineyard 10 in both years. On the other hand, adult clusters were maximum in Vineyard 6 in 2020 and in Vineyard 4 in 2021 (fig. 1B). Finally, the maximum defoliation was recorded in Vineyard 11 in both years (fig. 1C).
On the whole, interpolation maps showed that grubs were localized in few hot spots, generally closer to meadows (if any). This aspect was much more evident with respect to adult beetles, always clustering along edges bordering with meadows or (secondarily) woodlands. Finally, the spatial distribution of defoliation was similar to that of adult beetles. Examples of interpolated maps for grubs, adults and defoliation are reported in figs. 2–4, whereas maps of all vineyards are shown in Figures S2 and S3.
Interpolation map obtained by Inverse Distance Weighting (IDW) of Japanese beetles larvae in site 6 for year 2020. The maps of the other sites and years are provided in the Supplementary Material.
Interpolation map obtained by Inverse Distance Weighting (IDW) of Japanese beetles adults in site 6 for year 2020. The maps of the other sites and years are provided in the Supplementary Material.
Interpolation map obtained by Inverse Distance Weighting (IDW) of Japanese beetles defoliation in site 6 for year 2020. The maps of the other sites and years are provided in the Supplementary Material.
The observed data were not normally distributed (Shapiro–Wilk normality test, adult beetles: W = 0.83, P < 0.001; larvae: W = 0.80 P < 0.001; defoliation: W = 0.99, P < 0.05); therefore, a Spearman correlation test was performed. All variables resulted correlated to each other (adults vs. defoliation, ρ = 0.55, P < 0.001; adults vs. larvae, ρ = 0.31, P < 0.001; defoliation vs. larvae, ρ = 0.20, P < 0.001).
Spatial autocorrelation of adult beetles, calculated with the Moran’s I index at a significance level of 95% (P < 0.05), was detected in 20 vineyards out of 23, representing 87% of the total. Overall, the same value was observed for defoliation. Concerning larvae, only four vineyards out of 22 (17%) showed autocorrelation. Data are presented in table 2.
P-values of Moran’s I index calculated for adults, larvae, and defoliation caused by Japanese beetles in the investigated vineyards; when P < 0.05, data are spatially self-correlated
The best GLMM for adult beetles was obtained using the following explanatory variables: distance from woodlands; distance from meadows; distance from the edge of the vineyard; year of first infestation and year of sampling. A correction for spatial autocorrelation was necessary, and a gamma-distribution was applied. Results of the model are presented in table 3 and fig. 5. Significant differences were detected with respect to all of the explanatory variables except for year of detection. Among random factors, pest management was significant resulting in higher levels of beetles in organic vineyards.
Effects of environmental variables on beetles abundance (GLMM estimates and P-values are reported in table 3).
Results of GLMM of adult beetles
References for categorical variables: Distance from meadows A (< 20 m); sampling year (2020); detection year (2017). SD: standard deviation. Random effects: sampling site (variance = 0.27; SD = 0.52); pest management strategy (Variance < 0.001; SD < 0.001).
Concerning larvae, the best model was a zero-inflated GLMM with a Poisson distribution, including the following explanatory variables: distance from woodlands; distance from meadows; distance from the margin of the vineyard; year of infestation and year of monitoring; soil features, including both soil texture and organic matter. Results of the model are presented in table 4 and fig. 6. Significant differences were detected with respect to all of the explanatory variables except for the distance from the edge of the vineyards.
Effects of environmental variables on grubs abundance (GLMM estimates and P-values are reported in table 4).
Results of GLMM of larvae
References for categorical variables: Distance from meadows A (<20 m); sampling year (2020); detection year (2017). Soil features, A: sandy-loam, low amount; B: sandy-loam, average amount; C: loam, high amount; D: silty-loam, high amount (category D was used as a reference). SD: standard deviation. Random effects: sampling site (variance = 0.34; SD = 0.58).
Discussion
All of the data recorded for JBs in vineyards (larvae, adults, and defoliation) showed some spatial autocorrelation according to both IDW interpolation maps and Moran I index calculation, in particular data related to adult beetles and defoliation. The spatial dependence observed in adults agrees with the findings of previous researches (Dalthorp et al., Reference Dalthorp, Nyrop and Villani2000; Mondino et al., Reference Mondino, Lessio, Bianchi, Ciampitti, Cavagna and Alma2022). Since adults are much more mobile, the mutual influence of their ‘hot spots’ is more evident and is driven by their well-known olfactory cues (Kowles and Switzer, Reference Kowles and Switzer2012; Potter and Held, Reference Potter and Held2002). GLMMs corroborate these findings, demonstrating an aggregation pattern of adults at the edge of the vineyards and in the proximity of both meadows and woodlands, also in agreement with Henden and Guédot (Reference Henden and Guédot2022). This means that a high number of adults is generally present when vineyards are near meadows or woodlands. Furthermore, adults tend to concentrate their presence at the edges of the vineyards, probably because these sites are located at a lower distance from other environmental suitable areas that may favor the immigration of the pest from outside (Gotta et al., Reference Gotta, Ciampitti, Cavagna, Bosio, Gilioli, Alma and Marianelli2023; Lessio et al., Reference Lessio, Pisa, Picciau, Ciampitti, Cavagna and Alma2022). Finally, differences between year of sampling in relation to year of first infestation were significant too for adults, in agreement with Dalthorp et al. (Reference Dalthorp, Nyrop and Villani2000), meaning that a higher number of beetles was present during the second year of monitoring.
On the other hand, grubs were spatially related in a smaller number of cases, and in many sites few grubs were found. Since larvae are less mobile, their spatial distribution strongly depends on the pattern of egg-laying by females, that appears correlated primarily to the proximity to meadows and, secondarily, to the proximity to woodlands. Usually, female JBs tend to lay eggs in the proximity of their food source, and only at a second step they move away to find suitable sites (Potter and Held, Reference Potter and Held2002). This is coherent with the strong clustering of adult beetles that has been observed at the edges of vineyards. However, while adults disperse along grapevine rows when feeding and/or mating, females do not aggregate during egg-laying, resulting in few hot spots of grubs. The physical and chemical characteristics of soil did not result in significant differences in grub density: although this is in contrast with previous researches (Regniere et al., Reference Regniere, Rabb and Stinner1981; Simonetto et al., Reference Simonetto, Sperandio, Battisti, Mori, Ciampitti, Cavagna, Bianchi and Gilioli2022), it is likely that the influence of soil on larval density, while at a landscape scale is very important, in vineyards could be masked by other factors difficult to disentangle, e.g. nematodes (Glazer et al., Reference Glazer, Santoiemma, Battisti, De Luca, Fanelli, Troccoli and Mori2022), suitable plant species (namely grasses) (Fleming, Reference Fleming1972), and pressure caused by agricultural machinery which may result in harsh turfs.
In heterogeneous landscapes, four kinds of sites are recognized concerning their use by JBs, according to Régnière et al. (Reference Régnière, Rabb and Stinner1983): aggregation sites (abundance of preferred hosts for adults, and high densities of grubs), marginal production sites (suitable for oviposition and survival in response to soil moisture), migration alleys (usually unfavorable to oviposition and survival), and feeding sites (islands of plants where adult beetles may aggregate temporarily). Given the variable density of grubs inside vineyards, and that adult beetles are more abundant at the edges, grapevine cultivations within the JB-infested area may be considered as a marginal production site. Therefore, P. japonica may be a threat to viticulture especially in areas where aggregation sites are also present.
Conclusions
In conclusion, the JB in NW Italy exploits grapevine cultivation mainly as a food source during the adult stage, whereas other environments are preferred for egg-laying. The feeding activity could lead to severe defoliation which in some cases can exceed 50% of leaves. Adults JB aggregates at the margin of the vineyards, and their abundance is enhanced by the proximity of suitable environments for the species, such as woodlands and meadows that could be exploited by beetles for feeding and egg-laying, respectively. Therefore, pest management of P. japonica in vineyards should be focused mainly on aggregations of adult beetles without considering grubs, which are also much more difficult to target. However, because of the small number of active ingredients authorized on grapevine and effective against JBs (especially in organic viticulture, as partially confirmed by the present research too), and due to restrictions on number of sprays per season with a given active substance, control of P. japonica in vine-growing areas should be achieved mainly through an integrated approach at a landscape level (Gotta et al., Reference Gotta, Ciampitti, Cavagna, Bosio, Gilioli, Alma and Marianelli2023).
Supplementary material
The supplementary material for this article can be found at https://doi.org/10.1017/S0007485325000021.
Acknowledgements
We are grateful to Francesca Avezza, Fabio Mazzetto, and Valeria Colombo for help in field sampling activity, and to all those vine growers who provided suitable sites for this research.
Author contributions
Conceptualization, F.L. and A.A.; methodology, F.L. and S.L.; validation, F.L. and S.L.; formal analysis, S.L.; investigation, F.L. and M.C.; resources, M.C. and A.A.; data curation, F.L. and S.L.; writing—original draft preparation, F.L. and S.L.; writing—review and editing, F.L., S.L. and A.A.; visualization, F.L. and A.A.; supervision, F.L. and A.A.; project administration, A.A. All authors have read and agreed to the published version of the manuscript. The authors declare no conflicts of interest.
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