Can Zhao1, Baoxin Zhang1, Zixin Liu2, Huiyun Zhang3, Dunsong Li1. 1. Guangdong Provincial Key Laboratory of High Technology for Plant Protection, Plant Protection Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China. 2. Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Department of Entomology, College of Plant Protection, South China Agricultural University, Guangzhou 510642, China. 3. Institute of Tropical and Subtropical Cash Crops, Yunnan Academy of Agricultural Sciences, Baoshan 678000, China.
Abstract
Chinese silkworm (Antheraea pernyi) eggs are used as factitious hosts of Anastatus fulloi, and refrigeration of these eggs is essential for large-scale rearing of A. fulloi. We studied the effects of cold storage of A. pernyi eggs on egg quality and the fitness of A. fulloi reared on the eggs. Four cold storage treatments and two cold storage periods were assessed. The 0-3 °C refrigerator treatment was unsuitable for long-term (>70 days) storage. Cold storage at -5 °C and -18 °C increased the loss rate of A. pernyi eggs, but there was no significant difference between the control and 0-3 °C water bath treatment. The parasitism rate of A. fulloi was reduced when A. pernyi eggs were refrigerated for 6 or 12 months. There were no obvious differences in eclosion rate and percentage of females between control and eggs subjected to 6-month storage in 0-3 °C, -5 °C, and -18 °C water bath treatments. However, the eclosion rate and percentage of females decreased sharply when the storage period was 12 months. The overall eclosion rate of A. fulloi was reduced at the prolonged refrigeration time. Cold storage reduced host egg quality and their fitness suitability for A. fulloi. To minimize losses in the large-scale rearing of A. fulloi, A. pernyi eggs should be refrigerated in a 0-3 °C or -5 °C water bath treatment, and the storage period should not exceed 6 months.
Chinese silkworm (Antheraea pernyi) eggs are used as factitious hosts of Anastatus fulloi, and refrigeration of these eggs is essential for large-scale rearing of A. fulloi. We studied the effects of cold storage of A. pernyi eggs on egg quality and the fitness of A. fulloi reared on the eggs. Four cold storage treatments and two cold storage periods were assessed. The 0-3 °C refrigerator treatment was unsuitable for long-term (>70 days) storage. Cold storage at -5 °C and -18 °C increased the loss rate of A. pernyi eggs, but there was no significant difference between the control and 0-3 °C water bath treatment. The parasitism rate of A. fulloi was reduced when A. pernyi eggs were refrigerated for 6 or 12 months. There were no obvious differences in eclosion rate and percentage of females between control and eggs subjected to 6-month storage in 0-3 °C, -5 °C, and -18 °C water bath treatments. However, the eclosion rate and percentage of females decreased sharply when the storage period was 12 months. The overall eclosion rate of A. fulloi was reduced at the prolonged refrigeration time. Cold storage reduced host egg quality and their fitness suitability for A. fulloi. To minimize losses in the large-scale rearing of A. fulloi, A. pernyi eggs should be refrigerated in a 0-3 °C or -5 °C water bath treatment, and the storage period should not exceed 6 months.
Entities:
Keywords:
Anastatus; biological control; host eggs; mass rearing; natural enemy
Anastatus spp. are endoparasitoids of several insect orders [1,2] and are often used for the biological control of Hemiptera pests such as fruit-spotting bugs, Amblypelta nitida Stal and A. lutescens lutescens Distant [3,4,5]; citrus green stink bug, Rhynchocoris humeralis Thunberg [6]; litchi stink bug, Tessaratoma papillosa Drury [7]; and the brown marmorated stink bug, Halyomorpha halys Stål [8]. Mass rearing and successful field release of Anastatus requires a large number of host eggs [7,9]. To successfully mass rear Anastatus and efficiently use host material, host eggs and Anastatus are usually stored under cold conditions [7,9]. The development of effective storage methods that do not affect parasitoid fitness is important for successful mass rearing [10].Several studies on Anastatus spp. have mentioned cold storage of host eggs and its possible effect on Anastatus fitness, but the most effective methods for host egg storage have not been reported [7,9,11,12]. Parasitoids reared on refrigerated eggs may have reduced fitness, because long-term cold storage of host eggs can decrease their quality [10,12,13,14,15]. A decrease in the female ratio of Anastatus spp. occurred when they were reared on A. pernyi eggs that were stored at 4 °C for 20 days [12]. A study of Anastatus bifasciatus Geoffroy and Anastatus orientalis Yang Choi showed that cold storage of host eggs did not affect their fitness [9,11]. Thus, the fitness of parasitoids can be affected by various factors.Anastatus fulloi Sheng and Wang is an egg parasitoid wasp that has been successfully used to control T. papillosa populations in south China. T. papillosa is a fruit tree pest that primarily harms Litchi chinensis Sonn. and Dimocarpus longan Lour. [7,16]. Host eggs and Anastatus are often stored at a low temperature to meet mass rearing requirements [7]. We previously found that 10–15 °C storage of A. fulloi significantly decreased the wasp emergence rate after 6 months and the parasitism rate after 10 months [16]. Cold storage may not be an optimum component for mass production of A. fulloi. An alternative option is to store the host eggs before release. Antheraea pernyi eggs are usually stored at a low temperature during mass production of A. fulloi [7]. However, the cold storage effects on A. pernyi egg quality are unknown and the fitness of A. fulloi reared on these eggs is also not known. We studied the quality of A. pernyi eggs when they were stored in different cold storage conditions and the corresponding effects on the fitness of A. fulloi. Four cold storage treatments and two cold storage periods were evaluated.
2. Materials and Methods
2.1. Materials
Unsterilized eggs of A. pernyi were collected by dissecting the female moth abdomen [17,18]. A. fulloi were obtained from field parasitized T. papillosa eggs collected from a litchi orchard in Guangzhou, China. Newly emerged A. fulloi were fed on honey in a Perspex box (32 cm long, 25 cm wide, and 9 cm high) with a lid at 24 °C under a 16:8 h (L:D) photoperiod and 70% relative humidity (RH).
2.2. Cold Storage Treatments of A. pernyi Eggs
A. pernyi eggs were surface sterilized using a 0.1% solution of benzalkonium bromide (Bromo Geramine) for 10 min. A total of 250 g of A. pernyi eggs were placed into an impervious plastic bag and the opening was heat sealed. The sealed bags with fresh eggs were kept separately in a 0–3 °C water bath (the sealed plastic bag was submerged underwater, and then kept in a 0–3 °C refrigerator), 0–3 °C refrigerator (Haier, Qingdao, China; BCD−575WDBI), −5 °C freezer (Haier BC/BD−518HD), and −18 °C freezer (Haier BC/BD−518HD). After 0 (control), 6, and 12 months, 500 eggs were transferred from their storage temperature to room temperature (approximately 20–24 °C).
2.3. Effect of Cold Storage on the Rate of Broken A. pernyi Eggs
The 500 eggs moved to room temperature were immersed in water for 5 min. The broken eggs floated to the water surface. These eggs were scored and discarded. The percentage of broken eggs was calculated. Each treatment was repeated three times (1500 eggs total). The sinking eggs were collected for subsequent experiments.
2.4. Effect of Cold Storage of A. pernyi Eggs on the “Green Eggs” and Fitness of A. fulloi
Sinking eggs were surface sterilized in a 0.1% solution of benzalkonium bromide (Bromo Geramine) for 10 min, and then affixed to a paper index card (7 cm × 3.3 cm). Approximately 500 A. pernyi eggs were pasted on paper index cards using white glue (main chemical composition, vinyl acetate and polyvinyl alcohol). A total of 10 females and 2 males that were newly emerged (<24 h) A. fulloi were placed in a plastic cup (10.3 cm × 5.3 cm, H × D) and provided with A. pernyi eggs on the “egg card.” The plastic cups were kept at 24 °C, with a 16:8 h (L:D) photoperiod. Approximately 100 eggs were randomly sampled for the assessment of the green egg ratio, female proportion, parasitism ratio, and eclosion ratio. Green egg ratio is the proportion of green eggs among the sinking A. pernyi eggs. Each treatment was replicated three times. Green eggs refer to immature eggs, which were green colored. Parasitoids cannot develop normally in green eggs.
2.5. Data Analysis
Egg loss rate and overall eclosion rate were calculated. Egg loss rate was the proportion of broken eggs and green eggs among the A. pernyi eggs. Overall eclosion rate was the proportion of emerged A. fulloi adults in host A. pernyi eggs.All of the rates were arcsine-square root transformed, and means and the standard error of untransformed data are provided in all figures. A Shapiro–Wilk test was used to check the normality of the dataset before analysis. When rates were not normally distributed, a non-parametric Kruskal–Wallis test was conducted, followed by a Mann–Whitney U test for pairwise comparisons. When the variance was shown to be equal, rates were assessed using one-way ANOVA, followed by LSD multiple comparison tests. When the variance was unequal, rates were assessed using one-way ANOVA, followed by Games–Howell multiple comparison tests. All statistical analyses were performed using SPSS 21 statistical software (IBM Inc., Armonk, NY, USA).
3. Results
3.1. Effect of Cold Storage of A. pernyi Eggs on the Broken Egg Rate, Green Egg Rate, and Egg Loss Rate
Different cold storage treatments had variable effects on the broken egg rate (Figure 1). Most A. pernyi eggs spoiled and had a rotten odor after 90 days storage in the 0–3 °C refrigerator. Hence, the 0–3 °C refrigerator treatment was unsuitable for long-term (>70 days) storage. As a consequence, the experiments on A. pernyi eggs stored in a 0–3 °C refrigerator were not continued after 70 days. The broken egg rate of A. pernyi eggs without storage was 0.47% (control). Significant differences occurred in the broken egg rates of A. pernyi eggs stored in different treatments for 6 months (F = 316.591, df = 3,8, p < 0.001, Figure 1a) and 12 months (F = 141.019, df = 3,8, p < 0.001, Figure 1b). The broken egg rate significantly increased to 14.87% when A. pernyi eggs were stored in a −5 °C freezer for 6 months, followed by 7.93% in a −18 °C freezer. The broken egg rate was the lowest among these three treatments when A. pernyi eggs were stored in a 0–3 °C water bath for 6 months. When the storage time was extended to 12 months, all of the broken egg rates significantly increased. The broken egg rate was highest when A. pernyi eggs were stored in a −5 °C freezer (28.87%), followed by 6.33% in a 0–3 °C water bath, and 2.93% in a −18 °C freezer. Therefore, the storage of A. pernyi eggs in a −5 °C freezer led to a higher broken egg rate than the other two treatments.
Figure 1
Rate of broken A. pernyi eggs that were stored at a low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05) between different treatments.
Different cold storage treatments had different effects on the green egg rate (Figure 2). The green egg rate of A. pernyi eggs without storage was 13.88% (control). A significant increase in green egg rate was observed when A. pernyi eggs were stored at −18 °C for 6 months (F = 34.781, df = 3,8, p < 0.001, Figure 2a) and 12 months (F = 20.138, df = 3,8, p < 0.001, Figure 2b). The green egg rate was higher when A. pernyi eggs were stored at −18 °C than in the 0–3 °C water bath and −5 °C freezer. There was no difference in the green egg rate of A. pernyi eggs among the control, 0–3 °C water bath, and the −5 °C freezer eggs. The green egg rate was higher when A. pernyi eggs were stored in a −18 °C freezer for 12 months than when eggs were stored in a −5 °C freezer for 12 months. However, the difference was not significant. Thus, the storage of A. pernyi eggs in a −18 °C freezer led to a higher green egg rate than the other two treatments.
Figure 2
Rate of green eggs of A. pernyi eggs that were stored at low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (a: one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05; b: one-way ANOVA, followed by Games–Howell multiple comparison tests, p < 0.05) between different treatments.
Green eggs and broken eggs were not successfully parasitized. Therefore, in this study, green eggs and broken eggs were calculated as lost eggs. The egg loss rate of A. pernyi eggs without storage was 14.35% (control). A significant difference was observed in the egg loss rate of A. pernyi eggs that were stored in different treatments for 6 months (F = 61.679, df = 3,8, p < 0.001, Figure 3a) and 12 months (F = 55.275, df = 3,8, p < 0.001, Figure 3b). When A. pernyi eggs were stored for 6 months, the egg loss rate was significantly increased to 45.56% in the −18 °C freezer and 29.62% in the −5 °C freezer. When A. pernyi eggs were stored for 12 months, the egg loss rate was also significantly increased in the −5 °C freezer and −18 °C freezer. However, there was no significant difference in the egg loss rate between the control and the 0–3 °C water bath, when A. pernyi eggs were stored for 6 months and 12 months.
Figure 3
Rate of egg loss of A. pernyi eggs stored at low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05) between different treatments.
3.2. Effect of Cold Storage of A. pernyi Eggs on the Fitness of A. fulloi
Refrigeration of host A. pernyi eggs affected the parasitism rate of A. fulloi (Figure 4). The parasitism rate of A. fulloi in A. pernyi eggs without storage was 100% (control). A significant decrease in parasitism rate occurred when A. pernyi eggs were stored in a low temperature for 6 months (F = 15.014, df = 3,8, p = 0.001, Figure 4a) and 12 months (χ2 = 10.532, df = 3, p = 0.015, Figure 4b). When A. pernyi eggs were stored for 6 months, the parasitism rate significantly decreased to 74.1% in the 0–3 °C water bath, which was significantly lower than that in a −5 °C freezer and a −18 °C freezer. There was no significant difference in parasitism rate between the −5 °C freezer and the −18 °C freezer. When the storage extended to 12 months, the parasitism rate in the 0–3 °C water bath was lower than the parasitism rate in a −5 °C freezer and a −18 °C freezer, but there was no significant difference in the parasitism rate among the 12-month treatments.
Figure 4
Parasitism rate of A. fulloi in A. pernyi eggs that were stored in low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (a: one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05; b: non-parametric Kruskal–Wallis test, followed by Mann–Whitney U test for pairwise comparisons, p < 0.05) between different treatments.
Different cold storage periods of A. pernyi eggs had different influences on the eclosion rate of A. fulloi (Figure 5). The eclosion rate of A. fulloi in A. pernyi eggs without storage was 75.71% (control). When A. pernyi eggs were stored for 6 months in a 0–3 °C water bath, −5 °C freezer, and −18 °C freezer, there was no significant difference in eclosion rates of A. fulloi among these three treatments and control (F = 3.968, df = 3,8, p = 0.053, Figure 5a). When the storage period was extended to 12 months, the eclosion rates of A. fulloi significantly decreased to 44% in the 0–3 °C water bath, 49.1% in the −5 °C freezer, and 51.22% in the −18 °C freezer (F = 7.083, df = 3,8, p < 0.05, Figure 5b). There was no significant difference among these three treatments.
Figure 5
Eclosion rate of A. fulloi in A. pernyi eggs that were stored in low temperatures for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05) between different treatments.
The number of parasitoids emerging from a fixed number of host eggs is important for successful mass rearing. Therefore, we compared the effect of three treatments of A. pernyi eggs on the overall eclosion rate of A. fulloi. Cold storage of host A. pernyi eggs had a strong effect on the overall eclosion rate of A. fulloi (Figure 6). The overall eclosion rate of A. fulloi in A. pernyi eggs without storage was 64.85% (control). When A. pernyi eggs were stored in a 0–3 °C water bath, −5 °C freezer, and −18 °C freezer for 6 months, the overall eclosion rate of A. fulloi significantly decreased to 52.97%, 51.8%, and 34.16%, respectively (F = 22.197, df = 3,8, p < 0.001, Figure 6a). There was no significant difference in the overall eclosion rate between the 0–3 °C water bath and −5 °C freezer. When A. pernyi eggs were stored for 12 months, the overall eclosion rate of A. fulloi significantly decreased to 28.4% in the 0–3 °C water bath, 23.03% in the −5 °C freezer, and 28.51% in the −18 °C freezer (F = 27.142, df = 3,8, p < 0.001, Figure 6b). There was no significant difference in overall eclosion rate among the three treatments. These data indicated that the host A. pernyi eggs should not be stored for more than 6 months.
Figure 6
Overall eclosion rate of A. fulloi in A. pernyi eggs that were stored in low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05) between different treatments.
Different cold storage periods of A. pernyi eggs significantly affected the percentage of A. fulloi females (Figure 7). The percentage of A. fulloi females in A. pernyi eggs without storage was 84.06% (control). When A. pernyi eggs were stored in a 0–3 °C water bath, −5 °C freezer, and −18 °C freezer for 6 months, the percentage of A. fulloi females decreased to 63.22%, 67.34%, and 73.39%, respectively (Figure 7a). However, no difference in percentage of females was detected between the control and the three treatments (F = 2.861, df = 3,8, p = 0.104). When A. pernyi eggs were stored in a 0–3 °C water bath, −5 °C freezer, and −18 °C freezer for 12 months, the percentage of A. fulloi females significantly decreased to 56.2%, 55.25%, and 61.06%, respectively (F = 6.213, df = 3,8, p = 0.017, Figure 7b). There was no difference among the 0–3 °C water bath, −5 °C freezer, and −18 °C freezer.
Figure 7
Percentage of A. fulloi females in A. pernyi eggs that were stored in low temperature for 6 months (a) and 12 months (b) (mean ± SE%). Control represents fresh eggs. Bars sharing the same letters are not significantly different (one-way ANOVA, followed by LSD multiple comparison tests, p < 0.05) between different treatments.
4. Discussion
The differences in A. pernyi egg tolerance to low temperature may be related to their developmental maturity. A. pernyi eggs were not oviposited by the female moths, but collected by dissecting the eggs from the female abdomen. Some of the eggs were not fully developed and were more susceptible to harsh environments. In most of the green eggs, the egg liquid eventually dried indicating that the eggshell was poorly developed, and it could easily break and lose water. Freezing can cause expansion of the egg volume and cracking of the eggshell. This explains the greater number of broken eggs stored at −5 °C and −18 °C than those stored at 0–3 °C. Because the ice crystal nuclei grew more at −5 °C than at −18 °C [19,20], theoretically, more broken eggs would occur at −5 °C, as our data indicate. However, more green eggs were found in the eggs stored at −18 °C. This may be because most unmatured eggs were not broken at −18 °C, but suffered cryoinjury resulting in slow water loss. Accordingly, higher egg loss was calculated for the −5 °C and the −18 °C treatments, indicating that neither temperature was suitable for long-term (>6 months) storage of A. pernyi eggs.Refrigerated or frozen host eggs have been successfully used for rearing many egg parasitoids [21,22,23,24]. In large-scale rearing of parasitoids, parasitism rate and eclosion rate are commonly used to estimate the suitability of host eggs [25]. Physical and chemical factors both participate in the host recognition of the parasitoids [26,27]. Storage at low temperatures can change the shape of host eggs and affect parasitoid recognition [28]. The chemical composition changes in host eggs will also reduce their acceptance by parasitoids [29]. The pH values of Corcyra cephalonica Stainton eggs were reduced by prolonged refrigeration at 4 °C. This change reduced the survival rate of Trichogramma chilonis Ishii reared on cold-stored C. cephalonica eggs [25]. In the present study, refrigeration reduced the suitability of A. pernyi eggs for A. fulloi. The parasitism rate significantly decreased after host egg storage in low temperature for 6 months or 12 months (Figure 4). The same results were obtained by Wu et al. [25] with eggs of rice moth stored at 4 °C for parasitism by T. chilonis, and by Özder [30] with eggs of Ephestia kuehniella Zeller stored at 0–8 °C for parasitism by T. cacoeciae Marchal. The decline of host egg quality and adaptability caused by storage in low temperature has also been reported in other egg parasitoids [31,32,33,34,35].No significant difference was found in eclosion rate of A. fulloi when A. pernyi eggs were stored for 6 months (Figure 5a). Similarly, there was no significant difference in offspring emergence in A. bifasciatus parasitizing H. halys eggs stored in a −80 °C freezer for up to 24 months [9]. Broadley et al. [11] reported that field-collected spotted lanternfly eggs stored at 5 °C for 10 months did not affect the progeny production, parasitism rate, and female ratio of A. orientalis. Similar results were reported by Alim and Lim [22,23] with eggs of Riptortus pedestris Fabricius stored at 2 °C for parasitism by Gryon japonicum Ashmead, and Ooencyrtus nezarae Ishii and by Peverieri et al. [36] with eggs of Leptoglossus occidentalis Heidemann stored at 4 °C for parasitism by Gryon pennsylvanicum Ashmead. However, the eclosion rate of A. fulloi significantly decreased when A. pernyi eggs were stored for 12 months (Figure 5b). These results indicate that the nutrients and pH in host eggs remain suitable for the development of A. fulloi after a short period of storage. However, the nutritional composition and pH may have changed greatly after storage for 12 months, and it then became unsuitable for A. fulloi development. Longer cold storage may lead to deterioration of the host egg yolk and a decrease in pH, leading to reduced nutritional quality for egg parasitoids [25]. The internal changes, such as the nutritional quality of A. pernyi eggs after long-term storage, need further study.Eggs stored under cold conditions will lose water content during the storage period. Water loss will lead to the changes in the physical shape of host eggs [34]. The water loss was less at −5 °C and −18 °C than in the 0–3 °C refrigerator, because the eggs were immediately frozen at −5 °C and −18 °C. Eggs stored under the 0–3 °C water bath conditions also kept well. Storage in the −5 °C, −18 °C, and 0–3 °C water baths allowed the viability of host eggs for parasitism by A. fulloi to extend for longer periods than eggs in the 0–3 °C refrigerator. Similar results were reported in host egg storage parasitism by Trissolcus semistriatus [34]. The harmful effects on the quality of host eggs and the adaptability of parasitoids appear to be decided by refrigeration conditions, refrigeration duration, and species [25].The percentage of female wasps is an important indicator of the quality and efficacy of Anastatus in mass raising. The proportion of females can be affected by many factors, such as the sex ratio of the parental generation, light intensity, temperature, photoperiod, and the size and ages of host eggs. A positive relationship was reported between the size of host eggs and the proportion of females in Anastatus sp. [37,38]. The water and dry substance of C. cephalonica eggs were both reduced when the duration of refrigeration at 4 °C was prolonged [25]. The long diameter and short diameter of C. cephalonica eggs decreased with increased refrigeration time [39]. According to the results of these studies, we speculate that long-term storage will reduce the size of A. pernyi eggs, resulting in a decrease in the proportion of A. fulloi females. This study showed no significant difference in the proportion of A. fulloi females between fresh eggs and eggs that were stored for 6 months under three treatments (Figure 7). However, the proportion of A. fulloi females significantly decreased when the storage period was extended to 12 months. Zhou et al. [12] also reported a decrease in the proportion of Anastatus females when A. pernyi eggs were refrigerated at 4 °C for 20 days. However, there was no difference in the proportion of T. chilonis females when C. cephalonica eggs were stored at 4 °C for 0–45 days [25].
5. Conclusions
Cold storage at −5 °C and −18 °C resulted in an increased loss rate of A. pernyi eggs used for the mass rearing of A. fulloi, but no significant differences were observed among the fresh eggs and 0–3 °C water bath treatment. Cold storage in all three treatments led to reduced fitness of A. pernyi eggs for large-scale rearing of A. fulloi. To minimize losses in the large-scale rearing of A. fulloi, A. pernyi eggs should be refrigerated in a 0–3 °C or −5 °C water bath, and the storage period should not exceed 6 months. When the storage period is extended to 12 months, both the overall eclosion rate and female rate are significantly decreased and these would reduce A. fulloi production.
Authors: Hannah J Broadley; Juli R Gould; Liam T Sullivan; Xiao-Yi Wang; Kim A Hoelmer; Mauri L Hickin; Joseph S Elkinton Journal: Environ Entomol Date: 2021-02-17 Impact factor: 2.377