Abstract
Halyomorpha halys (Stål) (Hemiptera: Pentatomidae) is an invasive pest of numerous agricultural crops with an increasing global distribution. Finding simple and reliable monitoring tools for H. halys agricultural and surveillance programs is imperative. In 2016, we compared standard pyramid traps to clear sticky cards attached atop wooden stakes and evaluated two commercially formulated lures (Trécé and AgBio) with low and high rates of the H. halys aggregation pheromone (PHER) and pheromone synergist (MDT) at 12 sites (low: 5 mg PHER + 50 mg MDT; high: 20 mg PHER + 200 mg MDT). In 2017, we reevaluated lure efficacy using only the clear sticky traps at six locations. Sites were classified as having low, moderate, or high relative population densities of H. halys in 2016, and as very low or low densities of H. halys in 2017. Although clear sticky traps captured fewer adults and nymphs than pyramid traps, their captures were generally correlated at all population levels indicating that clear sticky traps can reliably monitor H. halys presence and relative abundance regardless of relative population density. During both years, adult and nymphal captures were significantly greater in traps baited with Trécé lures than with AgBio lures. Captures were greater in traps baited with high loading rate lures for each lure type, and with the exception of traps baited with AgBio lures at high relative density sites in 2016, H. halys captures in traps with low and high loading rates of each lure type were correlated for both years. Comparison of yellow and clear sticky cards indicated they performed equally, but yellow cards captured more nontargets. In summary, clear sticky traps attached atop wooden posts and baited with H. halys pheromone and pheromone synergist lures are an effective option for this pest monitoring and detection.
Keywords: trapping, lure comparison, invasive species, pest management
1. Introduction
Monitoring pest populations is critical in agricultural systems and for biosurveillance of invasive pests at high-risk areas and newly invaded locations. In agriculture, treatment thresholds based on monitoring tools can be used to effectively manage pest populations, while reducing production costs and nontarget effects [1]. In biosurveillance programs, effective monitoring and detection tools can provide accurate information on the presence, establishment and distribution of invasive pests in new areas, thereby ensuring the potential for timely action for eradication and/or reducing the rate of spread [2]. The need to develop an effective and reliable monitoring tool for the purpose of pest management and biosurveillance is particularly pertinent to the brown marmorated stink bug, Halyomorpha halys (Stål) (Hemiptera: Pentatomidae).
Halyomorpha halys is an invasive species from Asia that has become one of the most economically important pests for numerous agricultural crops including tree fruit, row crops, vegetables, and ornamentals [3,4]. An estimated $37M USD losses in apple production was attributed to this pest in the US mid-Atlantic in 2010 [3]. Currently, established populations have been found in many US states and other countries including Canada [5], Switzerland [6], Italy [7], Republic of Georgia [8], Romania [9] and Chile [10]. Due to its increasing distribution and potential risk of establishment in other areas [11,12] which can be partly attributed to human-mediated dispersal (hitchhiking), countries like New Zealand have initiated development of biosurveillance programs to detect presence of H. halys before they become well-established [13]. Hence, the need to find an effective, practical and user-friendly trap for H. halys monitoring either under the framework of integrated pest management and/or biosurveillance has become paramount.
In recent years, there have been several studies evaluating various factors affecting trap effectiveness for monitoring H. halys including trap designs, colors, pheromone lures, deployment strategies, and capture mechanisms [14,15,16,17,18,19]. Based on these studies, the black pyramid trap made of corrugated plastic has become the standard trap and standard lures consist of the aggregation pheromone (3S,6S,7R,10S)-10,11-epoxy-1-bisabolen-3-ol and (3R,6S,7R,10S)-10,11-epoxy-1-bisabolen-3-ol [20] in combination with methyl (2E,4E,6Z)-decatrienoate (MDT), a pheromone synergist [21,22]. This trap design and lure combination has effectively monitored adult and nymphal H. halys populations season long across the USA [22] and provided efficacious decision support tools for pest management decisions in apple orchards [23]. However, this trap is time-consuming to install, its size makes it cumbersome to handle and interferes with farm activities (A.L.A, B.D.S., personal communication). A recent study conducted by Rice et al. [18] showed that H. halys captures using simpler and smaller trap designs such as delta traps and yellow sticky traps hung in apple trees were positively correlated with captures in black pyramid traps with the degree of correlation being higher for yellow sticky traps. In Asia, pheromone-baited yellow sticky cards have also been used for trapping the Oriental stink bug, Plautia stali Scott (Hemiptera: Pentatomidae) [24]. Although, the use of yellow sticky cards showed promise for H. halys trapping, using these cards imposes a risk of capturing numerous nontargets as yellow offers a super-normal visual stimulus to numerous insects [25]. This emphasizes the importance of developing a more target-specific sticky trap design for H. halys. Moreover, apart from the trap design itself, there is also the need to identify effective lure rates and formulations that are manufactured commercially which can be made available for use to the public.
Hence, the main objective of this study was to further refine tools for monitoring H. halys considering lure efficacy, trap effectiveness, simplicity and target specificity. In 2016, we compared the effectiveness of the standard pyramid trap with a clear plastic sticky card deployed on a wooden stake, and baited with lures at low and high loading rates from two different manufacturers. We also compared yellow sticky cards to the other trap designs to evaluate capture rates of both H. halys and nontargets. In 2017, we evaluated the efficacy of the two commercial lures at low and high loading rates once again using the clear sticky traps.
2. Materials and Methods
2.1. 2016 Trap and Lure Comparisons
In 2016, we compared H. halys captures between standard pyramid traps [17] and clear sticky traps deployed along the perimeter of agricultural areas adjacent to woods across 12 sites in West Virginia (WV) and Virginia (VA), USA (Table 1). Traps at these sites were arrayed in four replicate transects, with eight traps spaced 50 m apart in each transect. Four of the traps were large, black Coroplast Dead-Inn pyramid traps (Figure 1A, 1.2 m height, AgBio Inc., Westminster, CO, USA) while the other four were double-sided clear sticky cards (Figure 1B, 15.2 × 30.5 cm, Trécé, Inc., Adair, OK, USA). We alternated the trap placement in the field within each transect every week. Atop each pyramid trap was a clear collection jar containing deltamethrin-impregnated netting (Vestergaard-Frandsen Inc., Lausanne, Switzerland) held to the entire surface of the interior funnel by a paper clip [18]. Clear sticky traps were attached horizontally by black steel binder clips (5 cm, Skilcraft LLC, Burlington, KY, USA) and stapled in the bottom to the top of 1.5-m wooden stakes (2.5 cm2, redwood), with 0.30 m of the stake buried in the soil. At select sites in WV (Table 1), we also deployed double-sided yellow sticky traps (20.3 × 27.9 cm, Alpha Scents, West Linn, OR, USA) horizontally attached atop wooden stakes to assess their efficacy relative to the other trap types. Four lure treatments were evaluated and included low loading and high loading rate lures manufactured by AgBio and Trécé. Low loading consisted of 5 mg of the H. halys aggregation pheromone and 50 mg of the methyl (2E,4E,6Z)-decatrienoate (MDT) pheromone synergist (Trécé low and AgBio low, hereafter), while the high loading rates contained 20 mg of the H. halys aggregation pheromone and 200 mg of MDT (Trécé high and AgBio high, hereafter). Lures were secured by metal wires outside the collection jars of pyramid traps as this was found to increase trap captures compared with lures deployed inside collection jars [18] and attached to the binder clip when paired with sticky cards to prevent contact with the glue (Figure 1B). Lure treatments were randomized in each transect. At the Virginia sites, the AgBio lures were not deployed until the week of 1 August 2016 (Eastern Shore) and 27 June 2016 (Goochland 1, 2 and 3). AgBio lures were replaced every four weeks, while Trécé lures were replaced every eight weeks based on a previously established protocol (B.D.S., unpublished). Each trap was checked weekly for the presence of H. halys adults and nymphs from mid-May to early October 2016 (see exact dates on Table 1). At select sites in WV with both yellow and clear sticky cards, the percent coverage of the sticky cards was visually estimated to account for nontarget captures. Sticky cards were replaced every two weeks, and all lure treatments were rerandomized every four weeks within each replicate transect during the growing season.
Table 1.
Locations | GPS Coordinates | Trapping Period (Relative Population Density) | |
---|---|---|---|
West Virginia | 2016 Study | 2017 Study | |
Jefferson | 39°22′52.41” N 77°52′49.81” W | 23 May–3 October (M) | 22 May–16 October (L) |
Burns | 39°14′49.30” N 77°55′5.59” W | 23 May–3 October (M) | - |
USGS * | 39°21′16.89” N 77°54′39.89” W | 23 May–3 October (H) | 22 May–16 October (L) |
Link * | 39°20′31.12” N 77°53′45.25” W | 23 May–3 October (M) | - |
Tabb | 39°20′41.52” N 77°55′27.78” W | 23 May–3 October (M) | - |
Twin Ridge * | 39°22′42.59” N 77°50′42.81” W | 23 May–3 October (H) | 22 May–16 October (L) |
Virginia | |||
Eastern Shore | 37°35′23.44′′ N 75°49′11.82′′ W | 31 May–3 October (L) | 7 Jun–5 September (VL) |
37°38′21.18′′ N 77°58′36.93′′ W | 6 June–3 October (M) | - | |
Goochland 2 | 37°41′49.65′′ N 78°01′8.89′′ W | 6 June–3 October(L) | - |
Goochland 3 | 37°40′45.97′′ N 77°53′32.29′′ W | 6 June–3 October (M) | - |
VA Site 1 | 37°12′20.49′′ N 80°33′53.60′′ W | 31 May–26 September (M) | 17 May–13 September (VL) |
VA Site 2 | 37°11′28.07′′ N 80°34′42.73′′ W | 31 May–26 September (M) | 17 May–13 September (VL) |
* Indicates sites with yellow sticky cards baited with Trécé low rate lures in comparison with clear sticky and pyramid traps from the week of 26 June to 3 October 2016. Population Density: “VL”: Very Low, “L”: Low; “M”: Moderate, “H”: High.
2.2. 2017 Lure Comparison using Clear Sticky Traps
In 2017, we repeated the experiment comparing the same two commercially formulated lures, Trécé and AgBio, at low and high loadings with double-sided clear sticky cards at six sites in Virginia and West Virginia (Table 1). We only used clear sticky traps in 2017 to further investigate its effectiveness in combination with the different lure formulations. Following the 2016 protocol, traps at these sites were arranged in four replicate transects, with four traps spaced 50 m apart in each transect. The same protocol from the previous year for lure randomization and replacement was followed. The number of adult and nymphal H. halys captures was counted weekly from mid-May to mid-October 2017 (see exact dates on Table 1). Sticky cards were replaced every two weeks or if ≥50% of the card was covered with insects or debris on either side.
2.3. Statistical Analyses
In both 2016 and 2017, we pooled the adult capture data across all treatments to analyze the differences in population densities among field sites using generalized linear regression model (GLM) with zero-inflated (ZI) Poisson distribution because of an overabundance of zero observations [26]. Subsequently, we used a multiple mean comparison procedure designed for generalized linear models based on χ2 statistics, with a Bonferroni correction, and the resulting post-hoc results were used to classify the relative population density (Figure 2 and Figure 3). To ensure that the mean adult captures in each population group are statistically distinct, we employed the same GLM ZI Poisson model and post-hoc analysis in analyzing mean adult captures at all sites to designate sites as having very low, low, moderate or high relative densities of H. halys. We then analyzed treatment effects separately for high, moderate, and low relative density sites in 2016, and for low and very low relative density sites in 2017. To examine differences of nymphal and adult captures among treatments for each site in each year (2016 treatments: lure type and trap design, 2017 treatment: lure type), we used the same procedure as above. In each analysis, we only analyzed data during sampling periods when all treatments were represented. A t-test was conducted to compare the percent coverage of the yellow and clear sticky cards deployed at three sites in WV from 26 June to 3 October 2016. Pearson correlations were run between the captures in pyramid traps and clear sticky cards baited with high and low rates of Trécé and AgBio lures in 2016. Pearson correlation analysis was also conducted to examine the relationship between captures in low and high rates of Trécé and AgBio lures on clear sticky cards in 2016 and 2017. Data subjected to t-test and Pearson correlation analyses were log-transformed to satisfy assumptions of parametric tests. We added “1”to the values prior to the log-transformation. All statistical analyses were conducted using JMP® Pro, Version 13 (SAS Institute Inc., Cary, NC, USA).
3. Results
3.1. Relative Population Density Classifications
In 2016, three relative population densities were designated (low, moderate and high) across 12 field sites (Supplemental Material Figure S1; GLM ZI Poisson: χ2 = 11,651.43, df = 11, p < 0.0001). Mean weekly captures of H. halys adults was found to be significantly different with 1.93 ± 0.16, 7.2 ± 0.33 and 15.43 ± 1.53 adults/trap/week for low, moderate and high relative population density sites, respectively (GLM ZI Poisson: χ2 = 9758.31, df = 2, p < 0.0001). In 2017, very low and low relative population density groups were identified among the six sites (Supplemental Material Figure S2; GLM ZI Poisson: χ2 = 349.30, df = 5, p < 0.0001). Numbers of H. halys adults captured were significantly lower in low relative density sites compared with high relative density sites with 0.88 ± 0.06 and 2.60 ± 0.16 adults/trap/week, respectively (GLM ZI Poisson: χ2 = 291.63, df = 1, p < 0.0001).
3.2. 2016 Trap Design Comparison
In low relative density sites, pyramid traps performed better than clear sticky cards in capturing more H. halys adults (Figure 2A; χ2 = 129.86, df = 1, p < 0.0001), while both traps performed equally well in capturing H. halys nymphs (Figure 2A; χ2 = 0.34, df = 1, p = 0.56). At moderate relative density sites, pyramid traps captured greater numbers of H. halys nymphs and adults than clear sticky cards (Figure 2B; adults: χ2 = 7666.42, df = 1, p < 0.0001; nymphs: χ2 = 9.48, df = 1, p = 0.0021), with pyramid traps capturing 1–2 times more nymphs and adults, respectively. At high relative density sites, pyramid traps captured significantly more adults and nymphs than clear sticky cards (Figure 2C; adults: χ2 = 8531.25, df = 1, p < 0.0001; nymphs: χ2 = 9.26, df = 1, p = 0.0023). In particular, pyramid traps captured 2–4 times more nymphs and adults, respectively (Figure 2C).
Significantly more H. halys adults were captured in pyramid traps than on clear or yellow sticky traps, while captures in both yellow and clear sticky trap were statistically equal to one another (Figure 3; χ2 = 3106.46, df = 2, p < 0.0001). On average, there were three times more adults captured in pyramid traps than on either kind of sticky trap. By contrast, there were no significant differences in nymphal captures among the three trap designs (Figure 3; χ2 = 43.20, df = 2, p = 0.34). Clear sticky cards had significantly fewer captures of nontarget insects than yellow sticky cards with 15% and 42% of the card area covered with nontargets, respectively (t = 14.71, df = 306, p < 0.0001).
Based on the season-long captures at low, moderate and high relative population density sites pooled across different lure types, H. halys adult captures were greatest in the late season, with greater captures in pyramid traps compared with sticky cards at moderate and high relative population density sites (Figure 4). Nymphal captures generally peaked during the mid-season (Figure 4).
There were significant correlations between captures in the pyramid and clear sticky traps over the season. Based on the data pooled across all lure treatments, captures between pyramid and clear sticky traps for adults (Pearson correlation: r = 0.792, df = 37, p < 0.0001) and nymphs (r = 0.854, df = 37, p < 0.0001) were significantly correlated at low relative density sites. The same significant positive correlation held under moderate relative density sites for captures of adults (r = 0.666, df = 152, p < 0.0001) and nymphs (r = 0.553, df = 152, p < 0.0001) between pyramid and clear sticky traps. At high relative density sites, the same significant relationships were found for captures of adults (r = 0.747, df = 40, p < 0.0001) and nymphs (r = 0.360, df = 40, p = 0.02) between the pyramid and clear sticky traps. Using captures from traps baited with low and high loading rates of Trécé lures, we found strong significant positive correlations between the adult and nymphal captures in pyramid traps and those on clear sticky cards regardless of relative population density and H. halys life stage (Table 2). For traps baited with AgBio lures with high and low loading rates, we also found positive correlations between adult and nymphal captures in pyramid traps and those on clear sticky cards at all relative population densities, with the exception of the nymphal captures at high relative density sites.
Table 2.
Lure Type & Population Density | Adults | Nymphs | ||||
---|---|---|---|---|---|---|
r | df | p | r | df | p | |
Trécé Low | ||||||
Low | 0.817 | 37 | 0.0001 | 0.832 | 37 | 0.0001 |
Moderate | 0.739 | 152 | 0.0001 | 0.544 | 152 | 0.0001 |
High | 0.803 | 40 | 0.0001 | 0.559 | 40 | 0.0002 |
Trécé High | ||||||
Low | 0.782 | 37 | 0.0001 | 0.661 | 37 | 0.0001 |
Moderate | 0.636 | 152 | 0.0001 | 0.695 | 152 | 0.0001 |
High | 0.801 | 40 | 0.0001 | 0.615 | 40 | 0.0001 |
AgBio Low | ||||||
Low | 0.822 | 25 | 0.0001 | 0.433 | 25 | 0.0305 |
Moderate | 0.759 | 130 | 0.0001 | 0.467 | 130 | 0.0001 |
High | 0.752 | 36 | 0.0001 | 0.114 | 36 | 0.507 |
AgBio High | ||||||
Low | 0.820 | 25 | 0.0001 | 0.741 | 25 | 0.0001 |
Moderate | 0.719 | 130 | 0.0001 | 0.451 | 130 | 0.0001 |
High | 0.726 | 36 | 0.0001 | 0.287 | 36 | 0.090 |
3.3. 2016 Lure Comparison
Across trap designs, the type of lure significantly affected the captures of H. halys adults in traps at low, moderate, and high relative density sites (Figure 5: adults; low: χ2 = 330.06, df = 3, p < 0.0001; moderate: χ2 = 4028.40, df = 3, p < 0.0001; high: χ2 = 2786.66, df = 3, p < 0.0001). Consistently, traps baited with Trécé high loading lure captured significantly greater numbers of adults. Through the season, traps baited with Trécé high loading lure captured the greatest number of adults at low, moderate, and high relative population density sites (Figure 6: adults). Lure type also significantly affected trap captures of H. halys nymphs at low, moderate and high relative population density sites (Figure 5: nymphs; low: χ2 = 50.67, df = 3, p < 0.0001; moderate; χ2 = 771.73, df = 3; p < 0.0001; high: χ2 = 142.25, df = 3; p < 0.0001). Regardless of population, a similar pattern emerged with captures of nymphs in traps with high loading lures capturing the greatest numbers. With a few exceptions, traps baited with the Trécé high load lure captured the greatest number of nymphs at low, moderate and high relative population density sites (Figure 6: nymphs). When comparing captures on clear sticky cards with high and low rates of the Trécé lures, we found significant positive correlations in captures for both adults and nymphs, regardless of the relative population density (Table 3: 2016). The same was observed for AgBio lures except at high population density where captures on sticky traps baited with low loading lures were not significantly correlated with captures on sticky traps baited with high loading rate lures (Table 3: 2016).
Table 3.
Lure Type & Population Density | 2016 | Lure Type & Population Density | 2017 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Adults | Nymphs | Adults | Nymphs | ||||||||||
r | df | r | df | r | df | r | df | p | |||||
Trécé lures | Trécé lures | ||||||||||||
Low | 0.812 | 37 | 0.0001 | 0.696 | 37 | 0.0001 | Very Low | 0.598 | 58 | 0.0001 | 0.825 | 50 | 0.0001 |
Moderate | 0.87 | 152 | 0.0001 | 0.736 | 152 | 0.0001 | Low | 0.889 | 66 | 0.0001 | 0.788 | 66 | 0.0001 |
High | 0.889 | 40 | 0.0001 | 0.647 | 40 | 0.0001 | - | - | - | - | - | - | - |
AgBio lures | |||||||||||||
Low | 0.618 | 25 | 0.001 | 0.741 | 25 | 0.0001 | Very Low | 0.386 | 50 | 0.0056 | 0.68 | 50 | 0.0001 |
Moderate | 0.787 | 130 | 0.0001 | 0.719 | 130 | 0.0001 | Low | 0.855 | 66 | 0.0001 | 0.553 | 66 | 0.0001 |
High | 0.931 | 36 | 0.0001 | 0.147 | 36 | 0.3934 | - | - | - | - | - | - | - |
3.4. 2017 Lure Comparisons with Sticky Traps
At very low and low relative population density sites, captures of H. halys adults in baited clear sticky traps were significantly different among the four lure treatments, with traps baited with Trécé high loading lures capturing the greatest numbers (Figure 7: adults; low: χ2 = 166.05, df = 3, p < 0.0001; high: χ2 = 305.34, df = 3, p < 0.0001). Throughout the season, traps baited with Trécé high loading lure consistently captured greater numbers of adults compared with traps baited with other lures at very low relative population density sites (Figure 8A) and except for a single date, the same was observed at low relative population density sites (Figure 8B). For nymphal captures at very low relative population density sites, traps baited with AgBio low loading lures captured the least number of nymphs compared with traps baited with other lures, with the others being statistically equal (Figure 7: nymphs; χ2 = 20.95, df = 3, p < 0.0001). At low relative population density sites, nymphal captures did not differ significantly between traps baited with high and low loading rates within each manufacturer (Figure 7: nymphs; χ2 = 105.11, df = 3, p < 0.0001). Similar to the 2016 season-long trends, traps baited with the Trécé high loading lures captured the greatest number of nymphs through most of the season regardless of the relative population densities (Figure 8: nymphs). In 2017, we also found significant positive relationships of adult and nymphal captures on sticky traps baited with low and high loading rates of Trécé and with low and high loading rates of AgBio lures at very low and low population densities (Table 3: 2017).
4. Discussion
In commercial settings, the black pyramid trap has become the standard H. halys monitoring tool and a trap-based treatment threshold in apples has already been established using this trap type [23]; however, its size and labor requirement for installation make it less practical and less adoptable for grower use than smaller trap designs [18]. Hence, there has been the need to develop an easy-to-use and simple trap design for season-long monitoring of H. halys on commercial farms. The same simplified trapping approach may also be useful in the surveillance of H. halys in at-risk locations and in newly-invaded areas. Although there have been recent studies aimed at developing biosurveillance systems for H. halys in freight containers, these studies were designed to detect pest prior to arrival in new areas. For example, Nixon et al. [27] explored the possibility of using volatile sampling from diapausing H. halys in freight as a means to detect H. halys prior to arrival. While in transit, it is likely that H. halys may not respond to baited pheromone traps, as pheromone-baited traps were not effective in capturing diapausing H. halys [28]. When combined with H. halys aggregation pheromone and MDT, clear sticky traps deployed in trees were used to successfully trap adults and nymphs in six European countries and Maryland, USA during the peak H. halys season [29]. However, it was unknown how those captures related to information that could have been generated using standard black pyramid traps, and whether captures were reliable over the course of the growing season. In our study, we targeted foraging H. halys populations, and we were able to demonstrate that a simpler, easy-to-use, clear sticky trap deployed on a wooden post and baited with pheromonal stimuli provided reliable captures of H. halys adults and nymphs season-long across different relative population densities with practical implications for agricultural and biosurveillance programs.
Comparing captures between the two trap designs across different population densities enabled us to distinguish their sensitivity. The standard pyramid trap captured relatively higher H. halys adults and nymphs than clear sticky traps; however, the difference between captures of the two traps was more obvious at moderate and high relative population density sites. This implies that in low relative density areas where H. halys is not well established or early in the season when H. halys populations are low, clear sticky traps are comparably sensitive to the pyramid traps for capturing adults and nymphs. As a result, clear sticky traps can be used for H. halys biosurveillance programs where the ability to detect nymphal and adult H. halys at low relative population densities is vital in delimiting incipient reproducing populations. In the case of the invasive emerald ash borer, Agrilus planipennis Fairmaire (Coleoptera: Buprestidae), using the lure-baited purple prism traps was found to be the most sensitive at capturing adults at low population densities [30] while tree branch removal was done to detect larval populations [31]. Recently, Valentin et al. [32] developed a rapid, sensitive approach for detecting H. halys presence based on the environmental DNA they leave behind while foraging. This approach has proven effective even when other trapping tools, particularly blacklight traps, did not necessarily detect their presence at low relative population densities. This approach offers another sensitive method for detecting H. halys presence, but it does not yet provide information regarding relative densities or differentiate between adult and nymphal lifestages, i.e., presence of reproductive populations. However, pheromone-baited sticky traps can provide this biological information concurrently.
For monitoring H. halys populations in agricultural areas, the goal is not to capture as many individuals as possible, but rather to reliably monitor relative population densities across specified timeframes within or near affected crops with the least amount of time and effort; and relating population density changes to management. This trap-generated biological information can then assist in decision-making regarding the need for and timing of insecticidal applications. Halyomorpha halys captures in standard baited pyramid traps have been used as a guide for management in apple [23], suggesting that the same approach can be retooled for clear sticky traps. While captures were significantly higher in pyramid traps than on sticky traps at locations with moderate and high relative population densities, there were also significant positive correlations between captures of these two traps types with comparable trends of season-long captures for both adults and nymphs, demonstrating that the sticky traps could be used to reliably monitor H. halys presence and relative abundance in and near affected crops.
Aside from capture reliability, ease of deployment and maintenance are important considerations for developing a trap for agricultural monitoring and biosurveillance programs to reduce labor, time and cost requirements. In the case of H. halys, development of simplified trap designs using tree canopy-deployed traps such as funnel traps, small pyramid traps, delta traps, yellow sticky, and clear sticky traps have been tested [14,17,18,29], but, in general, sensitivity decreased significantly for nymphal captures in particular [17,18]. This decrease in captures of nymphs, can be attributed to their positively gravitactic behavior [33] which conflicts the fact that canopy-deployed traps are often hung from limbs, thereby requiring nymphs to walk ‘down’ rather than ’up’ to become captured. Moreover, for canopy-deployed traps, it is challenging to standardize the location considering that host species, canopy size and architecture may affect trap captures. Moreover, when using the H. halys aggregation pheromone and pheromone synergist as the stimuli source, the area of arrestment and retention capacity [34,35] of lure semiochemicals may affect capture rates especially when deployed within a tree as H. halys can aggregate on nearby limbs of the tree surrounding the baited trap (reviewed in 4). Hence, deploying the clear sticky trap atop a ground-deployed wooden stake offers a simple and standardized protocol for trap deployment that is also behaviorally compatible with the species.
Target specificity is an important consideration in trap development as well, as this minimizes labor and time required to sort through the traps and recover the target organism, and to help conserve beneficial nontarget species. Yellow sticky cards are commonly used to monitor presence and abundance of phytophagous insect pests and their respective natural enemies [36,37] due to its super-normal visual stimulus [25]. In our study, the effectiveness of the yellow sticky cards and clear sticky cards were comparable in capturing H. halys nymphs and adults, but yellow sticky cards attracted and retained more nontarget organisms than clear sticky cards. Although, we did not compare the nontarget captures in pyramid traps, we did observe different nontarget organisms inside the jar tops including predators, parasitic wasps and others (snails and tree frogs). Moreover, pyramid traps and sticky traps do require a certain amount of servicing. For the pyramid traps, the jar tops need to be cleaned including the funnels that serve as entry points, while for the sticky traps, the cards need to be replaced and/or the captured insects need to be removed. Rice et al. [18] discussed the costs and labor requirement associated with the pyramid traps.
The discovery of the two-component H. halys aggregation pheromone [20] and pheromone synergist, MDT [21] has paved the way for the advancement of monitoring tactics for this pest. Based on our two-year lure comparison studies, lures manufactured by Trécé resulted in greater captures in traps compared with lures manufactured by AgBio. Strong positive correlations between captures in pyramid and sticky traps baited with Trécé and AgoBio lures were observed consistently at all relative population densities; and captures in sticky traps baited with low and high loading rates of both lure types were correlated at very low and low relative population densities. Factors such as dispenser type, release rates, manufacturing process, and/or additives for chemical stability used by the two commercial lures may explain these differences. For example, traps baited with newly deployed MDT lures using an early formulation by another company, captured significantly more H. halys than lures that were three weeks or older likely because of rapid release of compounds after deployment [15]. Such differences in release rate for the two lure types evaluated may explain the differences we see here. On the other hand, purity of pheromonal components of H. halys was likely less important, as Leskey et al. [38] demonstrated nonpheromonal stereoisomers of 10,11-epoxy-1-bisabolen-3-ol were sufficiently similar to the true pheromonal stereoisomers of the H. halys pheromone. Moreover, a recent study has found that H. halys captures improved with the addition of ethyl (2E,4E,6Z)-decatrienoate (EDT) [39] suggesting that adding this attractant to the MDT and pheromone mix may further enhance trap sensitivity, although the added production cost should also be taken into consideration. While providing additional pheromonal components may enhance captures, Morrison et al. [40] found that the addition of host plant volatiles to pheromone and synergist lures did not enhance the captures of H. halys in baited traps.
In summary, we were able to provide evidence that using the clear sticky trap baited with pheromonal stimuli is a reliable, simpler and more practical alternative to the current standard pyramid trap for monitoring H. halys populations. To further substantiate the results from this study and help determine their applicability for biosurveillance programs, it may be useful to conduct a similar comparison between the standard pyramid trap and the clear sticky trap deployed across a larger geographical area with varying climatic conditions.
Acknowledgments
The authors would like to thank the excellent technical assistance of McKenzie Allen (USDA), Morgan Douglas (USDA), and John Cullum (USDA and VT). We are also grateful for the helpful comments and suggestions provided by the anonymous reviewers.
Supplementary Materials
The following are available online at http://www.mdpi.com/2075-4450/9/3/82/s1, Figure S1: Seasonal captures of H. halys adults at each field site from 6 June to 26 September 2016. Figure S2: Captures of H. halys adults at each field site from 5 June to 4 September 2017.
Author Contributions
Conceptualization, Project Administration and Supervision—T.C.L., W.R.M, K.B.R., B.D.S. and T.P.K.; Funding Acquisition—T.C.L., C.D., W.R.M., K.B.R. and B.D.S.; Investigation—H.G.B. and B.D.S.; Data Curation, Formal Analysis and Visualization—A.A.D. and W.R.M.; Writing (original draft)—A.A.D. and T.C.L.; Writing (review and editing)—All Authors
Funding
Funding for this research was provided by the Ministry for Primary Industries (New Zealand) and USDA-NIFA SCRI#2016-51181-25409. The use of trade names is for the purposes of providing scientific information only, and does not constitute endorsement by the United States Department of Agriculture. The USDA is an equal opportunity provider and employer.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.Dent D. Insect Pest Management. CABI; Wallingford, UK: 2000. [Google Scholar]
- 2.Jarrad F., Low-Choy S., Mengersen K. Biosecurity Surveillance: Quantitative Approaches. CABI; Wallingford, UK: 2015. [Google Scholar]
- 3.Rice K.B., Bergh C.J., Bergmann E.J., Biddinger D.J., Dieckhoff C., Dively G., Fraser H., Gariepy T., Hamilton G., Haye T., et al. Biology, ecology, and management of brown marmorated stink bug (Hemiptera: Pentatomidae) J. Integr. Pest Manag. 2014;5:1–13. doi: 10.1603/IPM14002. [DOI] [Google Scholar]
- 4.Leskey T.C., Nielsen A.L. Impact of the invasive brown marmorated stink bug in North America and Europe: history, biology, ecology, and management. Annu. Rev. Entomol. 2018;63:599–618. doi: 10.1146/annurev-ento-020117-043226. [DOI] [PubMed] [Google Scholar]
- 5.Fogain R., Graff S. First records of the invasive pest, Halyomorpha halys (Hemiptera: Pentatomidae), in Ontario and Quebec. Proc. Entomol. Soc. Ont. 2011;142:45–48. [Google Scholar]
- 6.Wermelinger B., Wyniger D., Forster B. First records of an invasive bug in Europe: Halyomorpha halys Stal (Heteroptera: Pentatomidae), a new pest on woody ornamentals and fruit trees? Mitt. Schweiz. Entomol. Ges. 2008;81:1–8. [Google Scholar]
- 7.Maistrello L., Dioli P., Bariselli M., Mazzoli G.L., Giacalone-Forini I. Citizen science and early detection of invasive species: phenology of first occurrences of Halyomorpha halys in Southern Europe. Biol. Invasions. 2016;18:3109–3116. doi: 10.1007/s10530-016-1217-z. [DOI] [Google Scholar]
- 8.Gapon D. First records of the brown marmorated stink bug Halyomorpha halys (Stål, 1855) (Heteroptera, Pentatomidae) in Russia, Abkhazia, and Georgia. Entomol. Rev. 2016;96:1086–1088. doi: 10.1134/S001387381608011X. [DOI] [Google Scholar]
- 9.Macavei L.I., Bâeţan R., Oltean I., Florian T., Varga M., Costi E., Maistrello L. First detection of Halyomorpha halys Stål, a new invasive species with a high potential of damage on agricultural crops in Romania. Lucrări Ştiinţifice Ser. Agron. 2015;58:105–108. [Google Scholar]
- 10.Faúndez E., Rider D. The brown marmorated stink bug Halyomorpha halys (Stål, 1855) (Heteroptera: Pentatomidae) in Chile. Arq. Entomol. 2017;17:305–307. [Google Scholar]
- 11.Zhu G., Bu W., Gao Y., Liu G. Potential geographic distribution of brown marmorated stink bug invasion (Halyomorpha halys) PLoS ONE. 2012;7:e31246. doi: 10.1371/journal.pone.0031246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kriticos D.J., Kean J.M., Phillips C.B., Senay S.D., Acosta H., Haye T. The potential global distribution of the brown marmorated stink bug, Halyomorpha halys, a critical threat to plant biosecurity. J. Pest Sci. 2017;90:1033–1043. doi: 10.1007/s10340-017-0869-5. [DOI] [Google Scholar]
- 13.Ministry for Primary Industries, Protection and Response. [(accessed on 23 April 2018)]; Available online: https://www.mpi.govt.nz/protection-and-response/responding/alerts/brown-marmorated-stink-bug/
- 14.Leskey T.C., Wright S.E., Short B.D., Khrimian A. Development of behaviorally based monitoring tools for the brown marmorated stink bug, Halyomorpha halys (Stål) (Heteroptera: Pentatomidae) in commercial tree fruit orchards. J. Entomol. Sci. 2012;47:76–85. doi: 10.18474/0749-8004-47.1.76. [DOI] [Google Scholar]
- 15.Joseph S.V., Bergh J.C., Wright S.E., Leskey T.C. Factors affecting captures of brown marmorated stink bug, Halyomorpha halys (Hemiptera: Pentatomidae), in baited pyramid traps. J. Entomol. Sci. 2013;48:43–51. doi: 10.18474/0749-8004-48.1.43. [DOI] [Google Scholar]
- 16.Nielsen A.L., Holmstrom K., Hamilton G.C., Cambridge J., Ingerson-Mahar J. Use of black light traps to monitor the abundance, spread, and flight behavior of Halyomorpha halys (Hemiptera: Pentatomidae) J. Econ. Entomol. 2013;106:1495–1502. doi: 10.1603/EC12472. [DOI] [PubMed] [Google Scholar]
- 17.Morrison W.R.I., Cullum J.P., Leskey T.C. Evaluation of trap designs and deployment strategies for capturing Halyomorpha halys (Hemiptera: Pentatomidae) J. Econ. Entomol. 2015;108:1683–1692. doi: 10.1093/jee/tov159. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Rice K.B., Morrison W.R.I., Short B.D., Acebes-Doria A.L., Bergh C.J., Leskey T.C. Improved Trap Designs and Retention Mechanisms for Halyomorpha halys (Hemiptera: Pentatomidae) J. Econ. Entomol. 2018 doi: 10.1093/jee/toy185. [DOI] [PubMed] [Google Scholar]
- 19.Weber D.C., Morrison W.R., III, Khrimian A., Rice K.B., Leskey T.C., Rodriguez-Saona C., Nielsen A.L., Blaauw B.R. Chemical ecology of Halyomorpha halys: discoveries and applications. J. Pest Sci. 2017;90:989–1008. doi: 10.1007/s10340-017-0876-6. [DOI] [Google Scholar]
- 20.Khrimian A., Zhang A., Weber D.C., Ho H.-Y., Aldrich J.R., Vermillion K.E., Siegler M.A., Shirali S., Guzman F., Leskey T.C. Discovery of the aggregation pheromone of the brown marmorated stink bug (Halyomorpha halys) through the creation of stereoisomeric libraries of 1-bisabolen-3-ols. J. Nat. Prod. 2014;77:1708–1717. doi: 10.1021/np5003753. [DOI] [PubMed] [Google Scholar]
- 21.Weber D.C., Leskey T.C., Walsh G.C., Khrimian A. Synergy of aggregation pheromone with methyl (E,E,Z)-2, 4, 6-decatrienoate in attraction of Halyomorpha halys (Hemiptera: Pentatomidae) J. Econ. Entomol. 2014;107:1061–1068. doi: 10.1603/EC13502. [DOI] [PubMed] [Google Scholar]
- 22.Leskey T.C., Agnello A., Bergh J.C., Dively G.P., Hamilton G.C., Jentsch P., Khrimian A., Krawczyk G., Kuhar T.P., Lee D.-H., et al. Attraction of the invasive Halyomorpha halys (Hemiptera: Pentatomidae) to traps baited with semiochemical stimuli across the United States. Environ. Entomol. 2015;44:746–756. doi: 10.1093/ee/nvv049. [DOI] [PubMed] [Google Scholar]
- 23.Short B.D., Khrimian A., Leskey T.C. Pheromone-based decision support tools for management of Halyomorpha halys in apple orchards: Development of a trap-based treatment threshold. J. Pest Sci. 2017;90:1191–1204. doi: 10.1007/s10340-016-0812-1. [DOI] [Google Scholar]
- 24.Toyama M., Kishimoto H., Mishiro K., Nakano R., Ihara F. Sticky traps baited with synthetic aggregation pheromone predict fruit orchard infestations of Plautia stali (Hemiptera: Pentatomidae) J. Econ. Entomol. 2015;108:2366–2372. doi: 10.1093/jee/tov198. [DOI] [PubMed] [Google Scholar]
- 25.Prokopy R.J., Owens E.D. Visual detection of plants by herbivorous insects. Annu. Rev. Entomol. 1983;28:337–364. doi: 10.1146/annurev.en.28.010183.002005. [DOI] [Google Scholar]
- 26.O’hara R.B., Kotze D.J. Do not log-transform count data. Methods Ecol. Evol. 2010;1:118–122. doi: 10.1111/j.2041-210X.2010.00021.x. [DOI] [Google Scholar]
- 27.Nixon L.J., Morrison W.R., Rice K.B., Brockerhoff E.G., Leskey T.C., Guzman F., Khrimian A., Goldson S., Rostás M. Identification of volatiles released by diapausing brown marmorated stink bug, Halyomorpha halys (Hemiptera: Pentatomidae) PLoS ONE. 2018;13:e0191223. doi: 10.1371/journal.pone.0191223. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Morrison W.R., Acebes-Doria A., Ogburn E., Kuhar T.P., Walgenbach J.F., Bergh J.C., Nottingham L., Dimeglio A., Hipkins P., Leskey T.C. Behavioral response of the brown marmorated stink bug (Hemiptera: Pentatomidae) to semiochemicals deployed inside and outside anthropogenic structures during the overwintering period. J. Econ. Entomol. 2017;110:1002–1009. doi: 10.1093/jee/tox097. [DOI] [PubMed] [Google Scholar]
- 29.Morrison W.R., Milonas P., Kapantaidaki D.E., Cesari M., di Bella E., Guidetti R., Haye T., Maistrello L., Moraglio S.T., Piemontese L., et al. Attraction of Halyomorpha halys (Hemiptera: Pentatomidae) haplotypes in North America and Europe to baited traps. Sci. Rep. 2017;7:16941. doi: 10.1038/s41598-017-17233-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Marshall J., Storer A., Fraser I., Mastro V. Efficacy of trap and lure types for detection of Agrilus planipennis (Col., Buprestidae) at low density. J. Appl. Entomol. 2010;134:296–302. doi: 10.1111/j.1439-0418.2009.01455.x. [DOI] [Google Scholar]
- 31.Ryall K.L., Fidgen J.G., Turgeon J.J. Detectability of the emerald ash borer (Coleoptera: Buprestidae) in asymptomatic urban trees by using branch samples. Environ. Entomol. 2011;40:679–688. doi: 10.1603/EN10310. [DOI] [PubMed] [Google Scholar]
- 32.Valentin R.E., Fonseca D.M., Nielsen A.L., Leskey T.C., Lockwood J.L. Early detection of invasive exotic insect infestations using eDNA from crop surfaces. Front. Ecol. Environ. 2018:265–270. doi: 10.1002/fee.1811. [DOI] [Google Scholar]
- 33.Acebes-Doria A.L., Leskey T.C., Bergh C.J. Development and comparison of trunk traps to monitor movement of Halyomorpha halys nymphs on host trees. Entomol. Exp. Appl. 2016;158:44–53. doi: 10.1111/eea.12384. [DOI] [Google Scholar]
- 34.Blaauw B.R., Morrison W.R., Mathews C., Leskey T.C., Nielsen A.L. Measuring host plant selection and retention of Halyomorpha halys by a trap crop. Environ. Entomol. 2017;163:197–208. doi: 10.1111/eea.12571. [DOI] [Google Scholar]
- 35.Morrison W.R., Lee D.H., Short B.D., Khrimian A., Leskey T.C. Establishing the behavioral basis for an attract-and-kill strategy to manage the invasive Halyomorpha halys in apple orchards. J. Pest Sci. 2016;89:81–96. doi: 10.1007/s10340-015-0679-6. [DOI] [Google Scholar]
- 36.Hoelmer K.A., Simmons A.M. Yellow sticky trap catches of parasitoids of Bemisia tabaci (Hemiptera: Aleyrodidae) in vegetable crops and their relationship to in-field populations. Environ. Entomol. 2008;37:391–399. doi: 10.1093/ee/37.2.391. [DOI] [PubMed] [Google Scholar]
- 37.Böckmann E., Meyhöfer R. Sticky trap monitoring of a pest–predator system in glasshouse tomato crops: are available trap colours sufficient? J. Appl. Entomol. 2017;141:339–351. doi: 10.1111/jen.12338. [DOI] [Google Scholar]
- 38.Leskey T.C., Khrimian A., Weber J.D., Aldrich C., Short B.D., Lee D.-H., Morrison W.R., III Behavioral responses of the invasive Halyomorpha halys (Stål) to traps baited with stereoisomeric mixtures of 10, 11-epoxy-1-bisabolen-3-OL. J. Chem. Ecol. 2015;41:418–429. doi: 10.1007/s10886-015-0566-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Rice K.B., Bedoukian R.H., Hamilton G.C., Jentsch P., Khrimian A., MacLean P., Morrison W.R., Short B.D., Shrewsbury P., Weber D.C. Enhanced response of Halyomorpha halys (Hemiptera: Pentatomidae) to its aggregation pheromone with ethyl decatrienoate. J. Econ. Entomol. 2017;11:495–499. doi: 10.1093/jee/tox316. [DOI] [PubMed] [Google Scholar]
- 40.Morrison W.R., Allen M., Leskey T.C. Behavioural response of the invasive Halyomorpha halys (Hemiptera: Pentatomidae) to host plant stimuli augmented with semiochemicals in the field. Agric. For. Entomol. 2018;20:62–72. doi: 10.1111/afe.12229. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.