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. 2022 Dec 14;13(12):1152. doi: 10.3390/insects13121152

Insect Feeding on Sorghum bicolor Pollen and Hymenoptera Attraction to Aphid-Produced Honeydew

Karen R Harris-Shultz 1, John Scott Armstrong 2, Michael Caballero 3, William Wyatt Hoback 3,*, Joseph E Knoll 1
Editor: Andrew Polaszek
PMCID: PMC9780982  PMID: 36555062

Abstract

Simple Summary

Insect pollinators and beneficial insects are in decline worldwide as agricultural practices shift to monocultures of the same crop grown over large areas. In response to the decline, the growth of nectar-rich plants is promoted, while the potential of grasses to provide resources for pollinators is rarely investigated. Sorghum, a widely grown crop produces abundant pollen. Additionally, infestations by the sorghum aphid, Melanaphis sorghi, produce large amounts of honeydew, a sugary substance that could provide an alternative to nectar. This field study characterized the use of sorghum pollen and sorghum aphid honeydew by Hymenoptera (bees, parasitoids, wasps) and other insects. Our studies show that susceptible sorghum could provide a food source to at least 29 families of Hymenoptera and other beneficial insects and could be promoted as a valuable landscape planting for preserving these insects.

Abstract

Pollinators are declining globally, potentially reducing both human food supply and plant diversity. To support pollinator populations, planting of nectar-rich plants with different flowering seasons is encouraged while promoting wind-pollinated plants, including grasses, is rarely recommended. However, many bees and other pollinators collect pollen from grasses which is used as a protein source. In addition to pollen, Hymenoptera may also collect honeydew from plants infested with aphids. In this study, insects consuming or collecting pollen from sweet sorghum, Sorghum bicolor, were recorded while pan traps and yellow sticky card surveys were placed in grain sorghum fields and in areas with Johnsongrass, Sorghum halepense to assess the Hymenoptera response to honeydew excreted by the sorghum aphid (SA), Melanaphis sorghi. Five genera of insects, including bees, hoverflies, and earwigs, were observed feeding on pollen in sweet sorghum, with differences observed by date, but not plant height or panicle length. Nearly 2000 Hymenoptera belonging to 29 families were collected from grain sorghum with 84% associated with aphid infestations. About 4 times as many Hymenoptera were collected in SA infested sorghum with significantly more ants, halictid bees, scelionid, sphecid, encyrtid, mymarid, diapriid and braconid wasps were found in infested sorghum plots. In Johnsongrass plots, 20 times more Hymenoptera were collected from infested plots. Together, the data suggest that sorghum is serving as a pollen food source for hoverflies, earwigs, and bees and sorghum susceptible to SA could provide energy from honeydew. Future research should examine whether planting strips of susceptible sorghum at crop field edges would benefit Hymenoptera and pollinators.

Keywords: agroecosystem, carbohydrate, beneficial insects, conservation biological control, pollen, pollinivore

1. Introduction

Pollination is the act of transferring pollen between male and female parts of flowers, allowing for fertilization and reproduction [1]. Pollination can occur by wind, water, birds, mammals, and insects. One third of the world’s crops, including animal products, is derived primarily from bee pollination [2,3]. In most large-scale agricultural systems, crops are planted as monocultures with one cultivar planted over a large area and as a result have nearly simultaneous development and flowering. As a result of these practices, native and introduced pollinators often suffer from a lack of floral resources, including nectar and pollen, throughout the year. Extensive research has documented population reductions of native fauna when floral sources are scarce. The majority of findings show that a diversified plant community supports more pollinators and far more natural enemies [4,5,6].

Recommendations for supporting pollinator populations promote the growth of nectar-rich plants, yet rarely promote wind-pollinated plants [7] and statements that grasses provide no values to bees or other pollinators appear regularly in the literature [7,8]. However, pollinators collect pollen from many grasses, including row crops and turfgrasses. In particular, bees and syrphid flies, have been documented collecting pollen from at least 99 grass species [7,9]. Additionally, many insects including Apis mellifera (Hymenoptera: Apidae, honeybee), Spatunomia spp., Patellapis (Zonalictus) sp., Lipotriches sp., Nomia (Acunomia) sp., and Lasioglossum (Evylaeus) sp. have been documented collecting pollen from sorghum, Sorghum bicolor [10,11,12] Sorghum is a grass planted on 2.95 million hectares (7.3 million acres) in 2021 in the U.S. [13] and is used for food, feed, forage, bioenergy, and syrup production.

In addition to collecting pollen from sorghum, honeydew, the waste-product of Hemiptera feeding on grasses may also provide important sugar resources to pollinators and natural enemies. Honeydew is often considered as plant damage because it creates a beneficial medium for sooty mold to grow, further hindering the plant’s photosynthetic potential [14]. However, honeydew contains many different proteins, sugars, and free amino acids and has been documented to be used by many Hymenoptera, including bees and wasps [15,16]. Additionally, parasitoid species in agricultural systems are also known to use honeydew resources [17] and under laboratory conditions have greater survival times when honeydew is utilized. In addition to providing a food resource, honeydew can act as a kairomone, allowing parasitoids to locate hosts [17].

The sorghum aphid (SA), Melanaphis sorghi, (previously known as sugarcane aphid, Melanaphis sacchari) has been an economically damaging pest on sorghum since it was first found in 2013 on grain sorghum near Beaumont, TX [18]. By 2015 it had spread to almost all sorghum growing areas in the U.S. [14]. Hymenoptera and Diptera are often observed in sorghum fields infested by SA with many types visiting areas of accumulated honeydew, especially on the tops of leaves beneath infestations of SA [19] (Figure 1). On susceptible sorghums, the SA displays high feeding activity and reproduction—and under favorable conditions—high infestations consisting of tens of thousands of aphids per leaf result in abundant honeydew accumulation [14].

Figure 1.

Figure 1

Hymenoptera and Diptera attracted to honeydew on grain sorghum infested with sorghum aphid, Melanaphis sorghi.

We conducted two studies to (1) identify insects that collect or consume sorghum pollen and determine if the plant height, panicle length and rating date influenced insect abundance and (2) compare the diversity and abundance of Hymenoptera in sorghum fields and Johnsongrass stands infested by SA. We identified the insects collecting or consuming pollen in a sweet sorghum population in Tifton, GA, USA. We conducted a field study to test the effect of SA on Hymenoptera occurrence in sorghum and Johnsongrass plots near Perkins, OK, USA and in Stillwater, OK, USA. We found that several beneficial insect species collect sorghum pollen and that sorghum heavily infested by SA greatly increases the abundance and diversity of Hymenoptera.

2. Methods and Materials

2.1. Study 1: Sweet Sorghum and Pollen Feeding

2.1.1. Plant Material

Fifty (N109A × PI 257599) F4 lines and the parents N109B and PI 257599 were planted in a randomized, complete block design with three replications at the USDA-Belflower Farm (31°30′26.3″ N, 83°33′21.6″ W) in Tifton, GA on 15 June 2021. The parent N109B is a sweet, early maturing dwarf line [20] and PI 257599 is a sweet, late maturing tall line [21,22] and the F4 lines were segregating for a large number of traits including plant height, panicle length, and flowering time. The test was planted on a 0.79 ha field, flanked by 149 plots of a (N109A × PI 257599) F4 population for advancement and only these 149 plots were sprayed with the insecticide Sivanto® (17.09% flupyradifurone; Bayer Crop Science, Whippany, NJ, USA). Twenty-four plots of breeding lines were also planted to be phenotyped for SA resistance. These tests were surrounded by a border of 772 plots of dwarf, early maturing commercial grain sorghum hybrid NK8416 (S&W Seed Company; Longmont, CO, USA) and 37 plots of Tx2783, an SA-resistant grain sorghum. The border provided additional sources of pollen after sorghum flowering because the border plants produced tillers that flowered until 28 September. Each plot was 4.3 m long, separated on the ends by 1.8 m alleys. Rows were 0.9 m apart. Unusually wet weather (Figure S1) caused an epizootic and SA populations did not establish, but anthracnose disease, caused by Colletotrichum sublineola, was prevalent [23].

2.1.2. Insect Identification and Plant Morphological Measurements

Each week, flowering notes were taken on each plot. Once all three replicates of a line were at anthesis, insect data were recorded the next day. Three flowering panicles were selected at random in each plot. For each focal plant, only the primary panicle was selected, excluding the panicles produced from the tillers. The number of insects collecting pollen or consuming pollen was recorded between 8:00 and 10:30 for one minute per panicle. Data were recorded weekly over the course of four weeks from 14 September 2021 to 4 October 2021. Insect data were not recorded if it was raining, and insects moving between panicles in a plot were only recorded once.

At maturity, plant height was measured from the soil to the top of the panicle for three plants per plot. Panicle length was recorded from the base of the panicle to the top for three plants randomly selected per plot. N109B, the other parent of the mapping population, was measured for panicle length and plant height; however, no insect data were measured as it flowered (19 August–1 September 2021) before our insect observations were made.

2.1.3. Analysis

All pollinator visitation data were analyzed in the GLIMMIX procedure of SAS v. 9.4 (SAS Institute, Cary, NC, USA). To test for differences among lines, plant morphological data (plant height and panicle length), and log-transformed insect counts [y = log(x + 1)] were analyzed by analysis of variance (ANOVA) with line as the only fixed effect. Replication and flowering date were included as random effects. Differences among lines were calculated using Tukey’s HSD at α = 0.05. Among insects—only hoverflies, total bees (honeybees + bumblebees), and total insects had enough non-zero observations for analysis. Because insect counts mostly consisted of ones and zeros, data were also analyzed using a binary logistic model to compare the log-odds of observing an insect on a sorghum panicle on different dates. The data were coded as ‘1’ being the observation of one or more insects and ‘0’ being the observation of no insects. Because each individual line only flowered on a specific date (i.e., date and sorghum line are confounded), date was the only fixed effect in the model. Replication and line (nested within date) were included as random effects. The log-odds were converted to probabilities using the ILINK option in the LSMEANS statement, and differences were calculated using Tukey’s HSD at α = 0.05.

2.2. Study 2: Aphid Honeydew and Hymenoptera Diversity

2.2.1. Sorghum

To experimentally test the effect of SA infestation and honeydew production on Hymenoptera occurrence, sorghum plots were established at the Cimarron Valley Research Station located near Perkins, OK, USA (35°59′10.919″ N, 97°3′0.277″ W). Two fields, approximately 0.48 km apart, were chosen, one with SA and the other as a control.

In the experimental field, four rows (approximately 50 m long) of susceptible cultivars (Tx7000) were planted and each row was flanked by a resistant cultivar (Tx2783) with 3.05 m of space between each experimental row. Sorghum was not sprayed with insecticide. Four locations, spaced 10 m apart, were selected in each row. At each location, three different colors of pan traps (blue, yellow, and white) consisting of 350-mL (12 oz) plastic bowls were used to sample Hymenoptera. The traps were half-filled with soapy water (Dawn® dish soap, Proctor & Gamble, Cincinnati, OH, USA and water) and placed in a triangle. Along with pan traps, yellow sticky card traps (Alpha Scents, Inc., Canby, OR, USA): yellow card-double sided, 20 × 15 cm (8 × 5.5 in.) were placed at every location. These traps were attached to garden stakes with clothes pins and were set adjusted to be even with plant height.

Sampling occurred between 8:00, when bowls and sticky cards were placed, and 19:30 when traps were collected. When traps were checked, the contents of each bowl were poured through a strainer and collected insects were placed in a labeled 50-mL plastic vial with 70% ethyl alcohol. Sticky card traps were placed in labeled plastic bags. For controls, four sampling locations were randomly chosen in a field that had only the resistant cultivar (Tx2783) and sampling protocols were the same as above.

After collection, the pan trap contents were stored in vials. The Hymenoptera from pan traps were sorted, washed, and classified to morphotype, and voucher specimens were pinned and labeled. Hymenoptera on sticky traps were viewed under a dissecting microscope and identified to morphospecies.

2.2.2. Johnsongrass

The effects of SA presence on Hymenoptera were also tested in Johnsongrass. In total, there were seven trap locations with natural SA infestations and one site that did not have aphids that acted as a control. Four sites were monitored at the Cimarron Valley Research Station, Perkins, OK, USA, a small farm owned by Oklahoma State University (OSU) with a fifth site acting as a control. Two additional sites with Johnsongrass and SA infestations were monitored at the USDA-ARS research station and at the OSU Insect Adventure in Stillwater, OK, USA.

2.2.3. Analyses

To examine the influence of aphids on Hymenoptera, chi-squared goodness of fit tests were used to compare all Hymenoptera collected in sorghum and Johnsongrass, respectively with significance being judged at p < 0.01. To estimate the effects of aphids on Hymenoptera diversity, morphospecies results from traps in plots with SA were compared with traps in control sites using Shannon-Wiener (diversity) and Simpson’s (evenness) indices [24]. Index values cannot be statistically compared, but higher values indicate higher overall diversity or evenness among morphospecies, respectively.

3. Results

3.1. Study 1

3.1.1. Insects Observed Collecting or Consuming Pollen

Over the four-week period from September to October 2021, insects belonging to four genera were observed collecting or consuming pollen (Table 1; Figure 2) on the sweet sorghum population. The maize calligrapher (Toxomerus politus) was the most abundant on sorghum panicles, followed by honeybees (Apis mellifera), earwigs (Doru taeniatum), and bumblebees (Bombus sp.).

Table 1.

Insects observed collecting or consuming pollen on a sweet sorghum population over four rating dates in September–October 2021.

Family Organism Common Name Total No. Observed
Syrphidae Toxomerus politus Maize calligrapher 83
Apidae Apis mellifera Honeybee 43
Forficulidae Doru taeniatum Earwig 23
Apidae Bombus sp. Bumblebee 2
Apidae y Xylocopa micans Carpenter bee 1

y Observed on sorghum border plots only.

Figure 2.

Figure 2

Top panel, (A) honeybee (Apis mellifera), (B) carpenter bee (Xylocopa micans), and (C) bumblebee (Bombus sp.) collecting sorghum (Sorghum bicolor) pollen. Bottom panel, (D) a hoverfly (Toxomerus politus) and (E) earwig (Doru taeniatum) consuming sorghum pollen.

3.1.2. Distribution of Insects and Morphological Traits

The distribution of insects observed per panicle ranged from 0–3 (mean = 0.37) for maize calligraphers, 0–2 (mean = 0.19) for honeybees, 0–6 (mean = 0.10) for earwigs, and 0–1 for bumblebees (mean = 0.009). Among the F4 lines, there were differences between number of total insects observed [F(24, 195) = 2.21, p = 0.0016]) on the sorghum panicles—but not for total bees or hoverflies. Line F4-20 had the greatest number of total insects (14 earwigs, 3 honeybees, and 1 hoverfly) whereas line F4-67 had the lowest number of total insects with 0 observed (Figure 3). It should be noted that line F4-20 also harbored most of the earwigs that were observed (14 out of 23 total), but the dataset contained too many zero observations to analyze statistically.

Figure 3.

Figure 3

Insects (log10) observed per panicle for the N109A × PI 257599 F4 sorghum lines in Tifton, GA 2021. NO5G is PI 257599 (the common name is No. 5 Gambela). Means with the same letter are not different at α = 0.05. Orange, grey, green, and gold shaded lines were phenotyped on 14 September 2021, 21 September 2021, 28 September 2021, and 4 October 2021, respectively. Line F4-67 was phenotyped on 4 October 2021.

3.1.3. Probability of Insect Observations by Date

Among the 50 lines, PI 257599 and 24 of the F4 lines had all three replicates flowering during the study period and thus could be sampled for insects. The probability of observing any insect on a sorghum panicle varied by date [F(3, 21) = 3.61, p = 0.030] with the probability being greater on the first date (14 September; p = 0.62) than on the last date (4 October; p = 0.11). However, other differences were not statistically significant.

The probability of observing a bee (honeybees and bumblebees) on a sorghum panicle showed a borderline significance based on date [F(3, 21) = 3.01, p = 0.053] with a slightly greater probability (p = 0.068) of observing a bee on the third date (28 September; p = 0.28) than on the second date (21 September; p = 0.10). There was no date effect for the probability of observing a hoverfly on a sorghum panicle [F(3, 21) = 1.39, p = 0.273].

3.1.4. Differences in F4 Morphological Traits

The F4 lines had a range for plant height and panicle length of 100–365 cm (mean = 249.9 cm) and 11–30 cm (mean = 22.5 cm), respectively (Figures S2 and S3). Plant height [t(16) = 418.62, p < 0.0001)] and panicle length [t(16) = 14.64, p = 0.0015] were significantly different among parental lines. PI 257599 was taller (average of 289.4 cm vs. 138.3 cm) and had a longer panicle length (average of 20.4 vs. 16.1 cm) than N109B. Differences in panicle length were observed among the F4 lines [F(24, 195) = 7.55, p < 0.0001]. Line F4-106 had the longest panicle whereas line F4-8 had the shortest panicle (Figure S3). Similarly, there were differences in plant height among the F4 lines [F(24, 195) = 47.78, p < 0.0001]. Line F4-46 was the tallest line whereas F4-20 was the shortest line (Figure S2). Despite plant differences, there were no significant effects of panicle length and plant height on the number of total insects, total bees, or hoverflies (not shown).

3.2. Study 2

Using both trapping methods, a total of 3940 Hymenoptera were collected with 2376 individuals from sorghum, and 1564 from Johnsongrass (Table 2 and Table 3). We identified similar families and morphospecies from sorghum and Johnsongrass when SA were present. A total of 29 identified families and 121 morphospecies were found in sorghum and 28 identified families and 116 morphospecies were collected from Johnsongrass.

Table 2.

Comparison of Hymenoptera families and morphospecies collected in sorghum with sorghum aphids and un-infested checks using pan traps and sticky cards.

Sorghum
With Aphids Without Aphids
Superfamily Family # of Morphospecies # of Individuals # of Morphospecies # of Individuals
Apoidea
** Halictidae 12 618 6 48
Apidae 9 10 1 1
Andrenidae 1 5 1 1
* Sphecidae 19 41 4 6
Megachilidae 0 0 0 0
Pompiloidea
Pompilidae 8 34 5 37
Mutillidae 1 4 0 0
Chrysidoidea
Chrysididae 1 1 0 0
Bethylidae 1 5 2 8
Dryinidae 1 1 0 0
Tiphioidea
Tiphiidae 1 7 1 3
Sierolomorphidae 1 1 0 0
Ichneumonoidea
Ichnuemonidae 2 2 1 1
* Brachonidae 7 17 2 3
Chalcidoidea
Aphelinidae 2 5 1 1
Chalcidae 3 7 0 0
** Encyrtidae 6 89 5 26
Eupelmidae 1 1 1 1
Eurytomidae 2 3 0 0
** Mymaridae 4 48 4 9
Pteromalidae 7 26 1 50
Torymidae 1 6 1 3
Eulophidae 2 3 0 0
Perilampidae 1 1 1 1
Cynipoidea
Figitidae 4 17 1 5
Diaprioidea
* Diapriidae 2 15 1 1
Ceraphronoidea
Ceraphronidae 1 2 1 1
Platygastroidea
Platygastridae 3 13 2 11
** Scelionidae 12 376 8 179
Formicoidea
** Formicidae 3 528 3 85
Evanioidea
Evaniidae 0 0 0 0
Unknown 3 6 3 3
TOTALS 121 1892 56 484

* Chi-squared goodness of fit p < 0.01. ** Chi-squared goodness of fit p < 0.001.

Table 3.

Comparison of Hymenoptera families and morphospecies collected in Johnsongrass infested with sorghum aphids and un-infested checks using pan and sticky traps.

Johnsongrass
With Aphids Without Aphids
Superfamily Family # of Morphospecies # of Individuals # of Morphospecies # of Individuals
Apoidea
** Halictidae 13 78 3 3
Apidae 2 2 0 0
Andrenidae 3 3 0 0
* Sphecidae 6 10 0 0
Megachilidae 1 1 0 0
Pompiloidea
* Pompilidae 9 16 2 1
Mutillidae 2 16 0 0
Chrysidoidea
Chrysididae 1 1 0 0
Bethylidae 4 9 1 7
Dryinidae 0 0 0 0
Tiphioidea
Tiphiidae 1 4 0 0
Sierolomorphidae 0 0 1 1
Ichneumonoidea
Ichnuemonidae 6 9 0 0
* Brachonidae 6 12 2 2
Chalcidoidea
Aphelinidae 1 1 0 0
Chalcidae 3 4 0 0
** Encyrtidae 6 31 0 0
Eupelmidae 2 2 0 0
Eurytomidae 1 3 0 0
** Mymaridae 6 36 3 4
** Pteromalidae 3 7 2 2
Torymidae 1 2 0 0
Eulophidae 0 0 0 0
Perilampidae 0 0 0 0
Cynipoidea
** Figitidae 3 22 1 1
Diaprioidea
Diapriidae 3 6 1 1
Ceraphronoidea
Ceraphronidae 2 33 0 0
Platygastroidea
Platygastridae 2 19 0 0
** Scelionidae 13 365 3 23
Formicoidea
** Formicidae 11 789 5 28
Evanioidea
Evaniidae 1 1 0 0
Unknown 4 8 1 1
TOTALS 116 1490 25 74

* Chi-squared goodness of fit p < 0.01. ** Chi-squared goodness of fit p < 0.001.

The presence of SA strongly influenced the number of Hymenoptera collected in both sorghum and Johnsongrass. In sorghum, 1892 Hymenoptera were collected from plots with SA compared to 484 from uninfested plots (Table 2). The presence of aphids significantly increased the number of ants, halictid bees, and scelionid wasps. Aphids also significantly increased the presence of sphecid, diapriid, mymarid, encyrtid, and braconid wasps, but did not influence the presence of pompilids or mutillids (Table 2). Using pans and sticky traps, 1490 Hymenoptera were collected from Johnsongrass plots with SA and only 74 from uninfested plots. In Johnsongrass, aphids also increased the numbers of ants, halictid bees, braconid, sphecid, encyrtid, mymarid, and scelionid wasps but also increased the number of pompilid and figitid wasps (Table 3).

Pan traps collected more individual Hymenoptera than sticky traps (2588 compared to 1363, respectively) with about 2 times more individuals in pan traps placed in sorghum and Johnsongrass (Table 4). The highest number of morphospecies (100) were collected in pan traps in sorghum and the lowest number were collected from sticky traps placed in Johnsongrass (65). Both crop type and trap type influenced captures of Hymenoptera. Families that were most abundant in sorghum were Halictidae (n = 638), Scelionidae (n = 466) and Formicidae (n = 613). In Johnsongrass, Formicidae (n = 801) and Scelionidae (n = 312) were commonly collected. Pan traps collected more specimens of larger Hymenoptera (Apoidea, Pompiloidea, and Formicoidea) compared to sticky traps that collected smaller parasitic species (Scelionidae, Platygasteridae, and Mymaridae) (Table 4).

Table 4.

Comparison of trapping method in sorghum and Johnsongrass.

Sorghum Johnsongrass
Pan Sticky Pan Sticky
Superfamily Family Types # Types # Types # Types #
Apoidea
Halictidae 12 638 5 28 9 68 6 13
Apidae 9 11 0 0 2 2 0 0
Andrenidae 1 6 0 0 3 3 0 0
Sphecidae 19 42 3 5 5 10 0 0
Megachilidae 0 0 0 0 1 1 0 0
Pompiloidea
Pompilidae 9 64 1 7 12 18 0 0
Mutillidae 1 2 1 2 4 12 1 4
Chrysidoidea
Chrysididae 1 1 0 0 1 1 0 0
Bethylidae 1 3 2 10 3 5 2 11
Dryinidae 1 1 0 0 0 0 0 0
Tiphioidea
Tiphiidae 1 7 1 3 1 1 1 3
Sierolomorphidae 1 1 0 0 0 0 1 1
Ichneumonoidea
Ichnuemonidae 1 1 2 2 5 7 2 2
Brachonidae 4 7 5 19 3 3 3 11
Chalcidoidea
Aphelinidae 1 2 1 4 1 1 0 0
Chalcidae 2 6 1 1 0 0 3 4
Encyrtidae 4 9 6 107 1 4 6 28
Eupelmidae 1 1 1 1 2 3 0 0
Eurytomidae 1 1 2 2 0 0 1 3
Mymaridae 1 2 4 55 0 0 6 40
Pteromalidae 7 8 6 68 2 2 4 7
Torymidae 0 0 1 10 0 0 1 2
Eulophidae 2 2 2 1 0 0 0 0
Perilampidae 0 0 1 2 0 0 0 0
Cynipoidea
Figitidae 3 11 3 11 3 7 2 16
Diaprioidea
Diapriidae 2 12 2 4 3 5 2 2
Ceraphronoidea
Ceraphronidae 1 1 1 2 2 8 1 25
Platygastroidea
Platygastridae 0 0 3 24 1 1 2 18
Scelionidae 10 89 11 466 12 76 11 312
Formicoidea
Formicidae 3 613 0 0 11 801 6 16
Evanioidea
Evaniidae 0 0 0 0 1 1 0 0
Unknown 5
Unidentified 1 3 3 6 1 4 3
Total Families 26 24 24 20
TOTAL 100 1544 68 840 89 1044 65 523

The Shannon-Wiener diversity indices were higher for Hymenoptera collected in sorghum with SA compared to uninfested sorghum for the majority of samples and the diversity increased through the duration of the experiment (Table 5). Simpson index values that are close to 1.0 represent equality in the number of captures among morphospecies. Among samples, Shannon-Wiener diversity for sorghum was moderate but overall evenness of diversity was poor, suggesting attraction of taxa to the honeydew resources (Table 5). In contrast to the results obtained from sorghum, the Shannon-Diversity indices of Johnsongrass were always greater for plots with SA. The Simpson index values also indicated dominance by a few taxa; however, the loss of control plots through natural infestation of SA limited our ability to interpret the data (Table 5).

Table 5.

Diversity indices of Hymenoptera collected using pan or sticky traps from sorghum and Johnsongrass infested with sorghum aphid or uninfested (control).

Shannon-Weiner Diversity Index (Sorghum)
Pan Sticky
With Aphids Control With Aphids Control
31 July 2019 1.914 0.910 2.403 1.991
17 August 2019 2.037 2.239 2.123 1.120
2 September 2019 2.147 1.526 2.100 0.674
9 September 2019 2.179 1.826 2.029 1.750
16 September 2019 2.252 1.229 2.513 2.594
27 September 2019 2.617 2.579 2.587 2.332
Simpson Diversity Index (Sorghum)
Pan Sticky
With Aphids Control With Aphids Control
31 July 2019 0.749 1.000 0.884 0.810
17 August 2019 0.780 0.871 0.732 0.612
2 September 2019 0.794 0.751 0.836 0.475
9 September 2019 0.767 0.772 0.739 0.810
16 September 2019 0.841 0.638 0.875 0.931
27 September 2019 0.840 0.953 0.868 0.890
Shannon-Weiner Diversity Index (Johnsongrass)
Pan Sticky
With Aphids Control With Aphids Control
2 August 2019 2.509 1.300 1.888 1.851
26 August 2019 2.259 1.600 2.082 1.709
6 September 2019 2.177 N/A 2.376 N/A
15 September 2019 2.039 N/A 2.695 N/A
23 September 2019 2.387 N/A 2.587 N/A
Simpson Diversity Index (Johnsongrass)
Pan Sticky
With Aphids Control With Aphids Control
2 August 2019 0.843 0.891 0.633 0.842
26 August 2019 0.827 0.875 0.749 0.838
6 September 2019 0.808 N/A 0.897 N/A
15 September 2019 0.781 N/A 0.903 N/A
23 September 2019 0.819 N/A 0.883 N/A

4. Discussion

Both studies revealed a substantial number of Hymenoptera species utilizing resources from sorghum plants. Honeybees, bumblebees, and carpenter bees were all observed collecting sorghum pollen, while maize calligraphers, and earwigs were observed consuming sorghum pollen directly from the plant’s panicles (Figure 2; Table 1). Previously, honeybees have been documented collecting sorghum pollen [12]. Sorghum pollen has between 13–26% raw protein and is a source of essential amino acids, fat (4.75%), carbohydrates (53%), and fiber (13%) [25,26]. Siede et al. [11] found that a diet of sorghum pollen alone was sufficient for bee brood. To our knowledge, this is the first documentation of bumblebees and carpenter bees collecting sorghum pollen.

For the insects consuming pollen directly from the panicle, only the maize calligrapher has been previously documented feeding on sorghum pollen flowers [27]. The maize calligrapher can utilize grass pollen of sorghum and maize (Zea mays) over its entire lifecycle [27,28]. However, earwigs (Doru taeniatum) have been previously documented feeding on maize pollen [29], but not sorghum.

The insects that consume pollen directly from the panicle are unlikely to impact sorghum cross-pollination. Despite their abundance, maize calligraphers have been shown to carry very little pollen [30]. The presence of earwigs may benefit the sorghum plant because Doru taeniatum is a predator of eggs and small larvae of the fall armyworm [31].

There was a slight date effect for observing bees collecting pollen from sorghum panicles, likely explained by weather differences. On 21 September 2021 the sky was overcast and rain was expected later in the afternoon, whereas the other three dates had clear skies. For honeybees, foraging is often reduced if solar radiation falls below 300 W/m2 and moderate wind is present [32]. Additionally, there were differences in total insects among the F4 lines. Line F4-20 had an abundance of earwigs present in the sorghum panicles and no insects were observed for any of the replicates of line F4-67 plots. The plant line with no observable insects may be unattractive due to odor or texture or may be a result of late flowering. On 4 October 2021, only two lines were rated and these two lines were among the five lowest lines for total insects observed per panicle. It is possible with cooling nighttime temperatures that pollen shed was impacted and may have also contributed to a reduced number of insects consuming or collecting pollen. Brooking [33] determined that nighttime temperatures of 10–14 °C during microsporogenesis impacted sorghum pollen viability but it is unknown how cooling nighttime temperatures impact the amount of pollen shed. Alternatively, shortening daylengths or drought (no rain from 23 September–4 October) may have impacted insect visitation (Figure S1).

There was a lack of evidence that panicle length and plant height of sorghum influenced the total number of observed insects. In previous research, flower visitation increased with inflorescence size exclusively for small hoverflies, and flower visitation increased with height for individual hoverfly species in flower rich grassland patches made up of primarily Centaurea scabiosa, Galium mollugo, Galium verum, Agrimonia eupatoria, and Daucus carota [34]. We had hypothesized sorghum with longer panicles which contained more anthers, or sorghum that was shorter and less likely to sway in the wind, may be more attractive to insects consuming or collecting pollen. However, our data did not support this.

Additionally, the effect of systemic insecticides such as Sivanto® (17.09% flupyradifurone) and Transform ® (50% sulfoxaflor; Corteva Agriscience, Indianapolis, IN, USA) on sorghum plants to control aphids should be further examined after these findings. Evidence from previous studies and our current study reveal that honeybees, bumblebees, and carpenter bees are collecting pollen from sorghum, and pollinator health should be considered even if the host is primarily wind-pollinated. Sivanto® and Transform® have been found to be toxic to honeybees [35,36] and bumblebees [37,38,39]. However, Sivanto® is less toxic compared to Transform for honeybees [36]. Chakrabarti et al. [36] applied a dosage directly to honeybees at 400 mL/0.4 Ha (14 oz/acre) of Sivanto and 6 mL/0.4 Ha (2.25 oz/acre) of Transform. The manufacturers recommend using Sivanto at 118–414 mL/Ha (4–14 oz/acre) and using Transform at 22–44 mL/Ha (0.75–1.5 oz/acre) to control SA on sorghum [40,41]. These observations also emphasize the importance of applying pesticides at times when plants, including grasses, are not flowering to reduce risk to pollinators.

Further, the sticky trap survey revealed that flying, solitary Hymenoptera provide a strong indication of the influence of SA on diversity. These Hymenoptera can be attracted to the sugar resource [15], the prey [6], or to the host plants [17]. Because all flying Hymenoptera require sugars to fuel flight, it could be assumed that they are taking advantage of the resource; however, it is unclear whether they favor, or even benefit from, consuming honeydew. Parasitoids have been known to increase in diversity and abundance as prey organisms increase in prevalence [42]. These species may respond to SA for both nutrients or breeding resources. The Apoidea, which are nectar and pollen feeders, provide the clearest example of a positive influence of SA honeydew on Hymenoptera. The collection of 12 times more Halictidae in plots with SA in sorghum and 26 times more Halictidae in Johnsongrass with SA supports the conclusion that the honeydew produced by SA is being used by Halictidae. Almost all ants (n = 1414) were collected from pan traps compared to sticky traps (n = 16). Because ants are all eusocial insects that forage collectively, their influence on diversity and total number of Hymenoptera collected should also be viewed with caution. Ant diversity in sorghum appears limited compared with those found in Johnsongrass. The Johnsongrass plots were sampled with traps placed on the field edges away from the managed agroecosystems. The difference in the number of morphospecies collected in pan traps supports this observation (n = 3 in sorghum, n = 11 in Johnsongrass). Additionally, 6 morphotypes were collected on sticky traps in Johnsongrass while none were collected on sorghum sticky traps.

The trapping methods used in this study did not capture all of the Hymenoptera that we observed visiting aphid honeydew, especially for larger species. We captured relatively few European honeybees (Apis mellifera) despite regularly observing large numbers visiting honeydew. Additionally, species including Pepsis spp., tarantula hawk wasp, and the cicada killer, Sphecius speciosus, were observed in the fields, but never captured in pan traps or on yellow sticky traps. Future research should focus on creating transects within sorghum and Johnsongrass plots and using visual counts (as in Study 1) or netting larger Hymenoptera species. Active netting of individuals would ensure that the larger Hymenoptera not normally captured with pan traps or sticky traps could be evaluated [43].

Sorghum, like most grasses, does not produce nectar, and thus, commercial sorghum fields provide few apparent sugar resources for Hymenoptera. Areas with Johnsongrass that form dense monocultures likewise provide few apparent resources. In contrast to expectations, a diversity of Hymenoptera were present in areas with Johnsongrass, though strongly influenced by a few common species (Table 4). When SA was present, the number of individual Hymenoptera increased and there was a trend of increasing diversity for the duration of this 6-week study. Between late July and September, floral resources may become scarcer with high temperatures (>40 °C) and lack of rainfall. Thus, SA honeydew could play a crucial role in maintaining some Hymenoptera species that act as pollinators, predators, or parasitoids.

5. Conclusions

The majority of contemporary research supports the hypothesis that as plant communities diversify, the fauna also diversifies [5,44]. Not only does diversity improve with a diverse plant community, but crop health and yield also benefits from plant diversity [45]. Crop diversity benefits natural enemies that may provide pest control in agroecosystems [5]. In addition, diverse cover crops improve plant biomass and nutrient availability within the soil even after the cover crops are harvested from the system [46]. Despite these documented benefits, large-scale monocultures are widely planted because of efficiencies gained in cultivation and harvest. Thus, finding novel ways to provide ecosystem benefits that promote native organism populations are critical to sustainable production.

Calderone [47] estimated the economic value of pollinators for U.S. agricultural systems to be $15.12 billion (2009) and $12 billion (2004) for direct and indirectly pollinated crops, respectively. Much of the value of pollination is attributed to the management of the European honeybee. Honeybees are documented to collect pollen from sorghum, but this is the first experimental evidence of honeybees also collecting honeydew from an invasive pest that form large colonies and produce large quantities of waste. Our studies show that susceptible sorghum could provide a food source to at least 29 families of Hymenoptera and other beneficial insects and could be promoted to homeowners as a valuable landscape planting for preserving these insects. A limitation of these studies is that they were conducted for one year and in one location for each study. Future research should examine if SA could be managed to provide resources to benefit both managed beehives and native biodiversity by planting a strip of susceptible sorghum at the field edge and planting the rest of the field with a SA-resistant cultivar. The commercial use of pesticides on wind-pollinated grasses should also be further researched. Because of the utilization of sorghum plants by multiple bee species, current pesticide practices may be harming beneficial pollinators.

Acknowledgments

The authors thank Michael Purvis, Trevor Perla, Tyler Bailey, Barbra Driskel, and Mikayla Barela for technical assistance. The authors would like to thank Xinzhi Ni, Donald Thomas, and John Ruberson for the earwig identification and Xinzhi Ni for the sorghum webworm identification, and Camille Carey for her help in identifying Hymenoptera in the samples. Erik Rebek provided useful discussions for sampling Hymenoptera and feedback on an earlier version of this paper. The authors also thank Lauren Osborn, Raul Villanueva, and Rafael Hayashida who provided feedback on an earlier version of this manuscript.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/insects13121152/s1, Figure S1: Daily rainfall and maximum and minimum air temperatures during the study period in Tifton, GA in 2021, Figure S2: Plant height for the N109A × PI 257599 F4 sorghum lines grown at Tifton, GA 2021, Figure S3: Mean panicle length for the N109A × PI 257599 F4 sorghum lines grown at Tifton, GA 2021.

Author Contributions

Conceptualization, K.R.H.-S., M.C. and W.W.H.; Methodology, K.R.H.-S. and J.S.A.; Formal analysis, K.R.H.-S. and J.E.K.; Investigation, M.C.; Resources, J.S.A. and J.E.K.; Writing—original draft, K.R.H.-S., M.C. and W.W.H.; Writing—review & editing, J.S.A. and J.E.K.; Project administration, W.W.H.; Funding acquisition, K.R.H.-S. and J.S.A. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

Not applicable.

Data Availability Statement

The data are available from the corresponding author upon request.

Conflicts of Interest

The authors declare no conflict of interest.

Funding Statement

This project was funded by USDA-ARS base funds, Hatch Project accession No. 1019561 from the USDA National Institute of Food and Agriculture, the USDA ARS Cooperative Agreement #G00000891 and the Oklahoma State University Department of Entomology and Plant Pathology.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Potts S.G., Imperatriz-Fonseca V., Ngo H.T., Aizen M.A., Biesmeijer J.C., Breeze T.D., Dicks L.V., Garibaldi L.A., Hill R., Settele J., et al. Safeguarding pollinators and their values to human well-being. Nature. 2016;540:220–229. doi: 10.1038/nature20588. [DOI] [PubMed] [Google Scholar]
  • 2.McGregor S.E. Insect Pollination of Cultivated Crop Plants. Agricultural Research Service, US Department of Agriculture; Washington, DC, USA: 1976. [Google Scholar]
  • 3.Klein A.-M., Vaissière B.E., Cane J.H., Steffan-Dewenter I., Cunningham S.A., Kremen C., Tscharntke T. Importance of pollinators in changing landscapes for world crops. Proc. R. Soc. B Biol. Sci. 2007;274:303–313. doi: 10.1098/rspb.2006.3721. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Altierr M., Schmidt L. Cover crops affect insect and spider populations in apple orchards. Calif. Agric. 1986;40:15–17. [Google Scholar]
  • 5.Andow D.A. Vegetational diversity arthropod population. Annu. Rev. Entomol. 1991;36:561–566. doi: 10.1146/annurev.en.36.010191.003021. [DOI] [Google Scholar]
  • 6.Wratten S.D., Gillespie M., Decourtye A., Mader E., Desneux N. Pollinator habitat enhancement: Benefits to other ecosystem services. Agric. Ecosyst. Environ. 2012;159:112–122. doi: 10.1016/j.agee.2012.06.020. [DOI] [Google Scholar]
  • 7.Saunders M.E. Insect pollinators collect pollen from wind-pollinated plants: Implications for pollination ecology and sustainable agriculture. Insect Conserv. Divers. 2018;11:13–31. doi: 10.1111/icad.12243. [DOI] [Google Scholar]
  • 8.Decourtye A., Mader E., Desneux N. Landscape enhancement of floral resources for honey bees in agro-ecosystems. Apidologie. 2010;41:264–277. doi: 10.1051/apido/2010024. [DOI] [Google Scholar]
  • 9.Joseph V.S., Harris-Shultz K., Jespersen D. Evidence of pollinators foraging on centipedegrass inflorescences. Insects. 2020;11:795. doi: 10.3390/insects11110795. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Immelman K., Eardley C. Gathering of grass pollen by solitary bees (Halictidae, Lipotriches) in South Africa. Zoosystematics Evol. 2000;76:263–268. doi: 10.1002/mmnz.20000760208. [DOI] [Google Scholar]
  • 11.Siede R., Eickhoff B., Freyer C., Windpassinger S., Büchler R. The bioenergy crop Sorghum bicolor is a relevant pollen source for honey bees (Apis mellifera) GCB Bioenergy. 2021;13:1149–1161. doi: 10.1111/gcbb.12835. [DOI] [Google Scholar]
  • 12.Schmidt M., Bothma G. Risk Assessment for transgenic sorghum in Africa: Crop-to-crop gene flow in Sorghum bicolor (L.) Moench. Crop Sci. 2006;46:790–798. doi: 10.2135/cropsci2005.06-0117. [DOI] [Google Scholar]
  • 13.Checkoff S. USDA Report Boosts Sorghum Acreage to 7.3 million, Most Since 2015. [(accessed on 12 September 2022)]. Available online: https://www.sorghumcheckoff.com/press-releases/usda-report-boost-sorghum-acreage-to-7-3-million-most-since-2015/
  • 14.Bowling R.D., Brewer M.J., Kerns D.L., Gordy J., Seiter N., Elliott N.E., Buntin G.D., Way M.O., Royer T.A., Biles S. Sugarcane aphid (Hemiptera: Aphididae): A new pest on sorghum in North America. J. Integr. Pest Manag. 2016;7:1–13. doi: 10.1093/jipm/pmw011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Fischer M.K., Völkl W., Hoffmann K.H. Honeydew production and honeydew sugar composition of polyphagous black bean aphid, Aphis fabae (Hemiptera: Aphididae) on various host plants and implications for ant-attendance. Eur. J. Entomol. 2005;102:155–160. doi: 10.14411/eje.2005.025. [DOI] [Google Scholar]
  • 16.Sabri A., Vandermoten S., Leroy P.D., Haubruge E., Hance T., Thonart P., De Pauw E., Francis F. Proteomic investigation of aphid honeydew reveals an unexpected diversity of proteins. PLoS ONE. 2013;8:e74656. doi: 10.1371/journal.pone.0074656. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Wäckers F.L., Van Rijn P.C.J., Heimpel G.E. Honeydew as a food source for natural enemies: Making the best of a bad meal? Biol. Control. 2008;45:176–184. doi: 10.1016/j.biocontrol.2008.01.007. [DOI] [Google Scholar]
  • 18.Armstrong J.S., Rooney W.L., Peterson G.C., Villenueva R.T., Brewer M.J., Sekula-Ortiz D. Sugarcane aphid (Hemiptera: Aphididae): Host range and sorghum resistance including cross-resistance from greenbug sources. J. Econ. Entomol. 2015;108:576–582. doi: 10.1093/jee/tou065. [DOI] [PubMed] [Google Scholar]
  • 19.Villanueva R.T. Copious Amounts of Honeydew Produced by Sugarcane Aphids Attracts Bees and Other Insects: Do We Need to Be Worried. [(accessed on 12 September 2022)]. Available online: https://kentuckypestnews.wordpress.com/2017/09/12/copious-amounts-of-honeydew-produced-by-sugarcane-aphids-attracts-bees-and-other-insects-do-we-need-to-be-worried/
  • 20.Gorz H.J., Haskins F.A., Johnson B.E. Registration of 15 germplasm lines of grain sorghum and sweet sorghum. Agron. Publ. 1990;30:231. doi: 10.2135/cropsci1990.0011183X003000030089x. [DOI] [Google Scholar]
  • 21.Harris-Shultz K., Punnuri S., Knoll J.E., Ni X., Wang H. The sorghum epicuticular wax locus bloomless2 reduces plant damage in p898012 caused by the sugarcane aphid. Agrosystems Geosci. Environ. 2020;3:e20008. doi: 10.1002/agg2.20008. [DOI] [Google Scholar]
  • 22.Uchimiya M., Knoll J.E. Accumulation of carboxylate and aromatic fluorophores by a pest-resistant sweet sorghum [Sorghum Bicolor (L.) Moench] Genotype. ACS Omega. 2019;4:20519–20529. doi: 10.1021/acsomega.9b02267. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Haar P.J., Bowling R., Gardner W.A., Buntin G.D. Epizootics of the entomopathogenic fungus Lecanicillium lecanii (Hypocreales: Clavicipitaceae) in sugarcane aphid (Hemiptera: Aphididae) populations infesting grain sorghum in Georgia and Texas1. J. Entomol. Sci. 2018;53:104–106. doi: 10.18474/JES17-116.1. [DOI] [Google Scholar]
  • 24.Yeom D.-J., Kim J.H. Comparative evaluation of species diversity indices in the natural deciduous forest of Mt. Jeombong. Forest Sci. Technol. 2011;7:68–74. doi: 10.1080/21580103.2011.573940. [DOI] [Google Scholar]
  • 25.Standifer L.N. A comparison of the protein quality of pollens for growth-stimulation of the hypopharyngeal glands and longevity of honey bees, Apis mellifera L.(Hymenoptera: Apidae) Insectes Soc. 1967;14:415–425. doi: 10.1007/BF02223687. [DOI] [Google Scholar]
  • 26.Shen L. Master’s Thesis. University of Arizona; Tucson, AZ, USA: 1992. Nutritional and chemical properties of sorghum, rapeseed, and sunflower pollens (Brassica napus, Helianthus annuus, Apis mellifera) [Google Scholar]
  • 27.Nunes-Silva P., Cordeiro G.D., Obregon D., Neto J.F.L., Thompson F.C., Viana B.F., Freitas B.M., Kevan P.G. Pollenivory in larval and adult flower flies: Pollen availability and visitation rate by Toxomerus politus Say (Diptera: Syrphidae) on sorghum Sorghum bicolor (L.) MOENCH (Poaceae) Stud Dipterol. 2010;17:177–185. [Google Scholar]
  • 28.Richardson C.H. A contribution to the life history of the cornfeeding syrphus fly (Mesogramma polita Say) J. Econ. Entomol. 1915;8:338–342. doi: 10.1093/jee/8.3.338. [DOI] [Google Scholar]
  • 29.Briceño R.D., Schüch W. Reproductive biology and behavior of Doru taeniatum (Forficulidae) Rev. Biol. Trop. 1988;36:437–440. [Google Scholar]
  • 30.Chisausky J.L., Soley N.M., Kassim L., Bryan C.J., Miranda G.F.G., Gage K.L., Sipes S.D. Syrphidae of southern Illinois: Diversity, floral associations, and preliminary assessment of their efficacy as pollinators. Biodivers. Data J. 2020;8:e57331. doi: 10.3897/BDJ.8.e57331. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Van Huis A. Integrated Pest Management in the Small Farmer’s Maize Crop in Nicaragua. Wageningen University & Research; Wageningen, The Netherlands: 1981. [Google Scholar]
  • 32.Vicens N., Bosch J. Weather-dependent pollinator activity in an apple orchard, with special reference to Osmia cornuta and Apis mellifera (Hymenoptera: Megachilidae and Apidae) Environ. Entomol. 2000;29:413–420. doi: 10.1603/0046-225X-29.3.413. [DOI] [Google Scholar]
  • 33.Brooking I.R. Male sterility in Sorghum bicolor (L.) Moench induced by low night temperature. II. Genotypic differences in susceptibility. Aust. J. Plant Physiol. 1979;6:143–147. [Google Scholar]
  • 34.Klecka J., Hadrava J., Biella P., Akter A. Flower visitation by hoverflies (Diptera: Syrphidae) in a temperate plant-pollinator network. PeerJ. 2018;6:e6025. doi: 10.7717/peerj.6025. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Tosi S., Nieh J.C. Lethal and sublethal synergistic effects of a new systemic pesticide, Flupyradifurone (Sivanto®), on honeybees. Proc. R. Soc. B. 2019;286:20190433. doi: 10.1098/rspb.2019.0433. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Chakrabarti P., Carlson E.A., Lucas H.M., Melathopoulos A.P., Sagili R.R. Field rates of SivantoTM (Flupyradifurone) and Transform® (Sulfoxaflor) increase oxidative stress and induce apoptosis in honey bees (Apis mellifera L.) PLoS ONE. 2020;15:e0233033. doi: 10.1371/journal.pone.0233033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Mundy-Heisz K.A., Prosser R.S., Raine N.E. Acute oral toxicity and risks of exposure to the neonicotinoid thiamethoxam, and other classes of systemic insecticide, for the common eastern bumblebee (Bombus impatiens) bioRxiv. 2020 doi: 10.1101/2020.01.27.921510. [DOI] [PubMed] [Google Scholar]
  • 38.Linguadoca A., Rizzi C., Villa S., Brown M.J.F. Sulfoxaflor and nutritional deficiency synergistically reduce survival and fecundity in bumblebees. Sci. Total Environ. 2021;795:148680. doi: 10.1016/j.scitotenv.2021.148680. [DOI] [PubMed] [Google Scholar]
  • 39.Tamburini G., Pereira-Peixoto M.-H., Borth J., Lotz S., Wintermantel D., Allan M.J., Dean R., Schwarz J.M., Knauer A., Albrecht M. Fungicide and insecticide exposure adversely impacts bumblebees and pollination services under semi-field conditions. Environ. Int. 2021;157:106813. doi: 10.1016/j.envint.2021.106813. [DOI] [PubMed] [Google Scholar]
  • 40.Bayer Sivanto Prime Insecticide: Sorghum. [(accessed on 12 September 2022)]. Available online: https://www.cropscience.bayer.us/-/media/Bayer-CropScience/Country-United-States-Internet/Documents/Products/Insecticides/Sivanto/Sivanto-Prime-Sorghum-Technical-Bulletin.ashx.
  • 41.Corteva Transform WG-Superior Insect Control in Cotton and Sorghum. [(accessed on 12 September 2022)]. Available online: https://www.corteva.us/content/dam/dpagco/corteva/na/us/en/products/files/TransformWG_CottonandSorghum_FS.pdf.
  • 42.Anderson A., McCormack S., Helden A., Sheridan H., Kinsella A., Purvis G. The potential of parasitoid hymenoptera as bioindicators of arthropod diversity in agricultural grasslands. J. Appl. Ecol. 2011;48:382–390. doi: 10.1111/j.1365-2664.2010.01937.x. [DOI] [Google Scholar]
  • 43.Roulston T.H., Smith S.A., Brewster A.L. A Comparison of pan trap and intensive net sampling techniques for documenting a bee (Hymenoptera: Apiformes) fauna. J. Kansas Entomol. Soc. 2007;80:179–181. doi: 10.2317/0022-8567(2007)80[179:ACOPTA]2.0.CO;2. [DOI] [Google Scholar]
  • 44.Pak D., Iverson A.L., Ennis K.K., Gonthier D.J., Vandermeer J.H. Parasitoid wasps benefit from shade tree size and landscape complexity in mexican coffee agroecosystems. Agric. Ecosyst. Environ. 2015;206:21–32. doi: 10.1016/j.agee.2015.03.017. [DOI] [Google Scholar]
  • 45.Smith R.G., Gross K.L., Robertson G.P. Effects of crop diversity on agroecosystem function: Crop yield response. Ecosystems. 2008;11:355–366. doi: 10.1007/s10021-008-9124-5. [DOI] [Google Scholar]
  • 46.Barel J.M., Kuyper T.W., de Boer W., Douma J.C., De Deyn G.B. Legacy effects of diversity in space and time driven by winter cover crop biomass and nitrogen concentration. J. Appl. Ecol. 2018;55:299–310. doi: 10.1111/1365-2664.12929. [DOI] [Google Scholar]
  • 47.Calderone N.W. Insect pollinated crops, insect pollinators and us agriculture: Trend analysis of aggregate data for the period 1992–2009. PLoS ONE. 2012;7:e37235. doi: 10.1371/journal.pone.0037235. [DOI] [PMC free article] [PubMed] [Google Scholar]

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Supplementary Materials

Data Availability Statement

The data are available from the corresponding author upon request.


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