Abstract
Since the beginning of the last century, the number of biological invasions has continuously increased worldwide. Due to their environmental and economical consequences, invasive species are now a major concern. Social wasps are particularly efficient invaders because of their distinctive biology and behavior. Among them, the yellow-legged hornet, Vespa velutina, is a keen hunter of domestic honeybees. Its recent introduction to Europe may induce important beekeeping, pollination, and biodiversity problems. Hornets use olfactory cues for the long-range detection of food sources, in this case the location of honeybee colonies, but the exact nature of these cues remains unknown. Here, we studied the orientation behavior of V. velutina workers towards a range of hive products and protein sources, as well as towards prominent chemical substances emitted by these food sources. In a multiple choice test performed under controlled laboratory conditions, we found that hornets are strongly attracted to the odor of some hive products, especially pollen and honey. When testing specific compounds, the honeybee aggregation pheromone, geraniol, proved highly attractive. Pheromones produced by honeybee larvae or by the queen were also of interest to hornet workers, albeit to a lesser extent. Our results indicate that V. velutina workers are selectively attracted towards olfactory cues from hives (stored food, brood, and queen), which may signal a high prey density. This study opens new perspectives for understanding hornets’ hunting behavior and paves the way for developing efficient trapping strategies against this invasive species.
Introduction
Since the beginning of the 20th century, as a result of globalization and the development of international exchanges, biological invasions have critically increased [1]–[4]. Invasive species frequently disturb biodiversity by competing with indigenous species for habitat and food resources and/or by exerting a strong predation pressure on local species. Due to the ecological and economical problems that ensue from biological invasions, they have become a major concern worldwide [5]–[6]. Introduced species do not however all become invasive and only ∼1% actually lead to permanent invasions [7]. Social insects, like social wasps, are particularly efficient invaders. They live in populous colonies organized according to highly efficient task allocation systems, which confers them outstanding abilities for exploiting local food resources and outcompeting local species [8]. Social wasps gather food resources from the surroundings of the nest, mostly gathering carbohydrates and proteins [9]. These generalist hunters typically find protein resources by preying on numerous insect species including many pollinators. Because of the current decline of pollinator populations [10]–[11] and of the severe ecological consequences of the introduction of such generalist hunters in new ecosystems [12], acquiring a better knowledge of the predation behavior of social wasps has become a crucial endeavor.
Predation site selection by social wasps is strongly influenced by prey density [13]–[14], as a high number of preys at a particular location gives rise to conspicuous visual and olfactory cues. Social wasps are keen learners which are able to associate color or odor cues with food reward [15]–[16]. Thus, after several hunting bouts on a particular hunting site, these insects learn the cues that allow them to localize their prey [9], [17]–[21]. This high behavioral plasticity supported by excellent cognitive abilities has been proposed as another explanation for the invasive success of social wasps [22]–[24].
The yellow-legged hornet, Vespa velutina, is an attractive species for studying hornets’ hunting behavior. Recently, this hornet originating from China has been accidently introduced to new locations in Western Europe and in Korea [25]–[27]. In Europe, this species was first observed in 2004 [27]–[28]. Like other wasps of the Vespinae subfamily, hornets prey on various arthropod species but also scavenge on dead vertebrate flesh (fish and meat) [9], [29]–[32]. Above all, however, V. velutina hunts domestic honeybees, including the Asian honeybee, Apis cerana (in their natural range) [33] and the European honeybee, Apis mellifera (both in their natural and introduction ranges) [34]. Because of the strong and immediate impact of this hornet’s hunting pressure on honeybee colonies, several studies have been dedicated to honeybees’ defense behavior against it. These studies essentially showed that most European honeybees are not able to display efficient anti-predator behaviors contrary to Asian honeybees which coevolved with several bee-hunting hornet species [35]–[42]. In invaded areas, hornets’ feeding sites are thus primarily apiaries, because they present an abundant and defenseless prey source. However, little is known about the hunting behavior of V. velutina [43]–[44] and how they locate and choose these feeding sites.
At the peak of predation, as many as 20 hornets can be seen hovering simultaneously in front of a given hive, catching honeybee foragers on the fly. This hunting strategy strongly impairs the foraging efficiency of bees [43]. Two mechanisms may be involved in such high numbers of preying hornets. First, V. velutina workers could learn the characteristics and/or location of feeding sites, as the same foragers can be seen several times hunting on the same apiary [44]. Second, like other Vespine wasps, hornets may recruit nestmates to feeding sites [35], [45]. In any case, honeybee colonies are especially attractive to hornets, but the exact cues they may use to locate honeybee colonies in the first place remain unclear. Recently, a laboratory study showed that V. velutina workers can use both visual and olfactory cues to locate bees [46]. In the wild, visual cues are critical at short-range for catching flying honeybee foragers, while olfactory cues may be more relevant for long-range attraction to honeybees hives. To this day such odorants remain unknown despite their considerable interest for understanding V. velutina foraging tactic. In theory, predators can take advantage of different categories of olfactory cues [47]. The most immediate and accurate way to locate a prey is to use olfactory cues emanating directly from the prey (kairomones) [48]–[50]. However, if such odorants are not sufficient for guiding the predator, other strategies using indirect olfactory cues which emanate from the habitat or from the food of the prey have been reported [51]–[54]. Hence, hornets may be attracted to volatiles emitted by honeybees, to volatiles emitted by the bee hives as well as to odorants emitted by the flesh they sometimes scavenge on. In the present study, we tested the attraction behavior of V. velutina workers to olfactory stimuli in a multiple choice test in controlled conditions. We first asked which elements (hive products, honeybees or fish or meat samples) may attract hornets. Then, we tested hornets’ relative attraction to a range of different molecules that are typical honeybee- or flesh-emitted volatiles. In particular, we tested a number of known honeybee pheromone that may act as kairomones for hornets.
Materials and Methods
Animal collection and caging procedure
Vespa velutina workers preying on honeybee hives were individually caught with a butterfly net between August and November 2013, at the experimental apiary of INRA Bordeaux-Aquitaine, France (GPS: N44°47′27.05″ W0°34′38.35″). Animals were then brought to a dark and temperature-controlled (22°C) experimental room in the laboratory containing a cubic cage (60×60×60 cm, described in [55]). Groups of 10 hornets were transferred to the cage and were allowed to move freely for 3 hours during a period of acclimatization prior to the experiments. The base of the cage contained a mobile drawer with a stainless steel plate allowing to securely deliver stimuli into the cage (Fig. 1A). A digital camcorder (HD pro webcam C920; Logitech, Lausanne, Switzerland) was placed inside the cage and attached to its roof to record V. velutina behavior during the tests. The cage was illuminated with red light by means of an incandescent light bulb. Red light allowed filming the hornets while precluding their use of visual cues during the experiments, since, as shown for the closely related species V. crabro, hornets lack red-light sensitive photoreceptors [56]. The Virtualdub software (http://www.virtualdub.org) was used for recording high quality video at a frame rate of 22 fps.
Experiment 1
In order to screen attractive food sources or hive products, 10 different stimuli were used. For all stimuli, the same mass of substance was presented, i.e. 80 mg±2 mg, as it equates to the average weight of a honeybee worker. The stimuli were:
- Honey: organic raw mixed-flower honey (not warmed), obtained from a local beekeeper
- Pollen: organic, bee-collected, fresh pollen (not dried), obtained from a local beekeeper
- Wax: new honeybee comb foundation wax obtained from a local beekeeping shop
- Propolis: purified in ethanol (ethanol was evaporated after filtration in liquid phase)
- Bee boost: commercial synthetic honeybee queen mandibular pheromone (QMP) on a plastic strip (Contech, Victoria, BC, Canada). QMP is a blend of five constituents, 9-oxo-(E)-2-decenoic acid (9-ODA), two enantiomers of its biosynthetic precursor, (R)- and (S)-9-hydroxy-(E)-2-decenoic acid (9-HDA) and two other compounds, methyl p-hydroxybenzoate (HOB) and 4-hydroxy-3-methoxyphenylethanol (HVA) [57].
- Honeybee: worker honeybee taken from a hornet-predated hive
- Larva: honeybee larva taken from a hornet-predated hive
- Meat: minced beef meat, obtained from a local supermarket
- Fish: salmon flesh, obtained from a local supermarket
- Wet paper: white cellulose wadding moisturized with distilled water
Stimuli were individually placed in Ø 35 mm Petri dishes (Petri dishes, EL46.1; Roth, Lauterbourg, France) and delivered into the cage using the mobile drawer. Six Petri dishes were placed at a time in the drawer, and were spaced 5 cm apart. Hornets were subjected to 2 consecutive sessions separated by a 10 minute interval (Fig. 1B). Each session presented 5 of the 10 stimuli plus a joint control (empty Petri dish). The order of presentation of the stimuli (session 1 or 2), as well as their location in the drawer, were fully randomized using Research Randomizer (http://www.randomizer.org). Before each session, the mobile drawer was thoroughly washed with ethanol to remove any stimulus residues. Following introduction of the Petri dishes, hornets’ behavior in the drawer area was recorded for 15 minutes with the digital camcorder. This experiment was repeated 20 times (20×2 sessions) with different groups of 10 hornets. New stimuli were used for each test.
Experiment 2
Food odors are complex blends of odorant molecules present in variable ratios. To attempt to isolate attractive odorants for hornets, we selected 20 volatile compounds (Sigma-Aldrich, Steinheim, Germany) based on their occurrence at high concentration in the different food sources of V. velutina. Table 1 shows the list of tested compounds. For commodity, the tested stimuli were categorized in 3 main groups (honeybee, seafood and meat odors), although each stimulus can also be emitted by a variety of other sources. For each odorant, a filter paper piece (1 cm2; Whatman, Maidstone, England) was soaked with 5 µL of the odor solution and placed in a Ø 35 mm Petri dish. Liquid substances were presented pure, while odorants in solid form at room temperature (homovanillyl alcohol, 10-hydroxydecanoic acid, methyl 4-hydroxybenzoate, methyl palmitate and ethyl oleate) were dissolved in 2-propanol and presented at a dose of 50 µg/µL. 2-propanol was allowed to evaporate for 1 min before presenting the stimuli. As in experiment 1, 5 stimuli and a control (1 cm2 filter paper without a stimulus) were delivered at a time into the cage using the mobile drawer. The 20 stimuli were thus delivered in 4 consecutive sessions lasting 15 minutes each and separated by a 10 minute interval. To remove residual odors before each session, the drawer was thoroughly washed with ethanol. Sequence of stimulus presentation and location in the drawer were randomized as above. The experiment was repeated 20 times (20×4 sessions) on different groups of 10 hornets. New stimuli were used for each test.
Table 1. List of molecules tested in Experiment 2.
Chemical name | CAS | MW (g.mol-1) | Purity | Sources | References |
isopentyl acetate | 123-92-2 | 130.18 | 99% | bee alarm pheromone | [62], [76] |
2-heptanone | 110-43-0 | 114.18 | 99% | bee alarm pheromone | [62], [77]–[78] |
geraniol | 106-24-1 | 154.24 | 98% | bee aggregation pheromone | [61], [62]–[63] |
citral | 5392-40-5 | 152.23 | 95% | bee aggregation pheromone | [79]–[80] |
homovanillyl alcohol | 2380-78-1 | 168.18 | 99% | bee queen pheromone | [57]–[81] |
10-hydroxydecanoic acid | 1679-53-4 | 188.26 | 99% | bee queen pheromone | [82]–[83] |
methyl 4-hydroxybenzoate | 99-76-3 | 152.14 | 99% | bee queen pheromone | [84] |
methyl palmitate | 112-39-0 | 270.45 | 99% | bee brood pheromone | [85] |
ethyl oleate | 111-62-6 | 310.51 | 98% | bee brood pheromone | [86] |
β-ocimene (E, Z mixture) | 13877-91-3 | 136.23 | 90% | bee brood pheromone | [65] |
heptanal | 111-71-7 | 114.18 | 95% | seafood/plants/meat | [67], [87]–[89] |
(E)-2-nonenal | 18829-56-6 | 140.22 | 95% | seafood/aged beer | [67]–[68], [87], [90] |
(E, E)-2,4-octadienal | 5577-44-6 | 124.18 | 95% | Seafood | [67], [91] |
(E, Z)-2,6-nonadienal | 557-48-2 | 138.20 | 96% | seafood/meat/plants | [67]–[68], [87], [89], [92]–[93] |
p-xylene | 106-42-3 | 106.16 | 99% | seafood/meat/plants | [67]–[69], [89] |
1-octen-3ol | 3391-86-4 | 128.21 | 98% | meat/honey | [67]–[68], [87], [89], [94]–[95] |
benzaldehyde | 100-52-7 | 106.12 | 98% | meat/plant | [88]–[89], [94], [96]–[97] |
octanoic acid | 124-07-2 | 144.21 | 98% | meat/plant | [88], [97] |
4-ethyloctanoic acid | 16493-80-4 | 172.26 | 98% | meat | [98] |
(E, E)-2,4-decadienal | 25152-84-5 | 152.23 | 89% | meat/plant/seafood | [67], [87], [92], [94], [96], [99] |
The table presents the chemical names of the 20 molecules tested in Experiment 2. CAS number, molecular weight and purity are indicated in the second, third and fourth column respectively. The fifth column shows a non exhaustive list of sources that emit these molecules, as mentioned in the literature cited in the last column.
Videos analysis
Preliminary observations of hornet’s behavior showed that in Experiment 1, some food sources could be consumed within 10 minutes of the presentation of the stimuli. Thus, in this experiment, hornet behavior was only analyzed during the first 10 minutes of each recording. In Experiment 2, none of the odorant sources were consumed, so hornet behavior was analyzed during the full 15 min of the experiment. Videos were visualized using Movie Maker V. 2011 software (Microsoft Corporation, Redmond, USA) allowing us to precisely record the number of visits and the amount of time hornets spent on each stimulus. At each separate occasion a hornet entered a Petri dish (at least with its entire head), times of entry and of exit were recorded. Hornet attraction to the different stimuli was measured according to two variables: 1) Visit number: the total number of hornet visits during each session; and 2) Total visit duration: the sum of all individual visit durations performed by hornets during this session.
Statistics
A Friedman test was used to compare visit frequencies and durations on the control stimuli during different sessions. To evaluate the attractiveness of the different stimuli, we compared the number of visits to each test stimulus with its joint control (i.e. with all control stimuli presented in the same sessions), using a Wilcoxon paired sample test. Likewise, the amount of time that hornets spent on each stimulus was compared to its joint control with a Wilcoxon paired sample test. As multiple comparisons were carried out with the same control (always 5 stimuli with 1 control), we used a Bonferroni correction to reduce type I errors (αcorrected = 0.05/5 = 0.01). A p value below αcorrected was considered as statistically significant, while a value between αcorrected and the standard 0.05 threshold was only regarded as near-significant (but potentially biologically relevant). Significance levels are presented in the figures as follows: ***: p<0.0001; **: p<0.001; *: p<0.01; (*) 0.01<p<0.05).
Results
The behavior of 400 hornets was observed in two experiments aiming to test their olfactory attraction towards food sources (Experiment 1) or individual odorants (Experiment 2).
Experiment 1
In the first experiment, V. velutina workers were presented with several food sources and different elements of a honeybee colony. The hornets could explore the drawer at the base of the cage, containing 6 Petri dishes presenting 5 stimuli and a control. Because hornets were free to move around the cage, visits to the stimuli may occasionally occur through random exploration. Visits to control stimuli therefore allows us to evaluate the intensity of hornets’ exploration behavior. Stimulus exploration was similar between the first and second session, as quantified through the number of visits to the control (Wilcoxon test, Z = 1.24, p = 0.21, NS).
Visits to the control stimuli presented concomitantly with each stimulus were highly similar (Fig. 2A; median visit number between 2.5 and 3.0) and indicated that exploration behavior was homogenous in the whole experiment (Friedman test, Chi2 = 6.40, p = 0.70, NS, 9 df). When evaluating the attractiveness of the different stimuli, we observed that hornets visited honey and pollen significantly more often than the control stimulus (Wilcoxon test, Z = 3.33, p<0.001 and Z = 3.57, p<0.001). Although hornets showed no significant preference for other stimuli, some showed near-significant attraction (αcorrected = 0.01<p<0.05): propolis (Wilcoxon test, Z = 2.37, p = 0.017), bee boost (Wilcoxon test, Z = 2.48, p = 0.013) and honeybee (Wilcoxon test, Z = 2.07, p = 0.038).
When evaluating the duration that hornets spent visiting each stimulus (Fig. 2B), we observed that they consistently spent more time on honey and pollen than on the control (Wilcoxon test, Z = 3.92, p<0.0001 and Z = 3.92, p<0.0001, respectively). In addition, the duration spent on larva and bee boost was also significantly longer (Wilcoxon test, Z = 3.82, p<0.001 and Z = 3.32, p<0.001) than the control. The time hornets spent visiting propolis (Wilcoxon test, Z = 2.39, p = 0.017) and wax (Wilcoxon test, Z = 2.12, p = 0.033) was only near-significantly longer than on the control (αcorrected <p<0.05).
Experiment 2
In the second experiment, we asked which food odorants or honeybee pheromones may attract V. velutina (Table 1). As in experiment 1, hornets explored the newly accessible drawer and visited the stimuli (Fig. 3A). When comparing visits to the control stimuli, we did not find any significant variation among the four sessions, although a trend for increased exploration between sessions 1 and 4 appeared (Friedman test, Chi2 = 7.77, p = 0.051, NS, 3 df). In any case, full randomization of stimulus sequence presentation allowed avoiding any influence of exploration changes on the results. Visits to control stimuli presented concomitantly with each stimulus were homogeneous (Fig. 3A, Median visit number between 3.0 and 5.0, Friedman test, Chi2 = 14.27, p = 0.077, NS, 19 df).
When evaluating the attractiveness of single odorant stimuli, we observed more visits on geraniol and p-xylene than on the control (Wilcoxon test, Z = 3.64, p<0.001 and Z = 3.07, p<0.01). Although hornets showed no significant preference for other stimuli, homovanillyl alcohol (Wilcoxon test, Z = 2.22, p = 0.026) and β-ocimene (Wilcoxon test, Z = 2.12, p = 0.034) showed near-significant attraction (αcorrected <p<0.05).
Consistently with visit numbers, visit duration measurements showed that hornets spent more time on geraniol and p-xylene (Fig. 3B) than on the control (Wilcoxon test, Z = 3.81, p<0.001 and Z = 3.92, p<0.0001). Furthermore, hornets also spent longer periods of time on homovanillyl alcohol (Wilcoxon test, Z = 2.69, p<0.01), methyl 4-hydroxybenzoate (Wilcoxon test, Z = 2.87, p<0.01) and β-ocimene (Wilcoxon test, Z = 2.95, p<0.01) than on the control. Lastly, the period of time hornets spent visiting 4-ethyloctanoic acid (Wilcoxon test, Z = 2.54, p = 0.011) and isopentyl acetate (Wilcoxon test, Z = 2.13, p = 0.033) was near-significantly longer than on the control (αcorrected <p<0.05).
Discussion
Using a controlled laboratory assay to measure hornets’ olfactory attraction, we found that they are primarily attracted to (and spent more time on) two products from honeybee hives, pollen and honey. By contrast, the honeybees themselves were only near-significantly attractive. Among individual odorants, however, one honeybee aggregation pheromone, geraniol, induced significant attraction and longer visit durations than the control. Our experiments also allowed observing a few more subtle effects. Honeybee larva and bee boost induced longer visit durations than the control, and similar results were observed when presenting some of their compounds alone such as β-ocimene (larva pheromone), homovanillyl alcohol (HVA) or methyl-4-hydroxybenzoate (HOB) (queen pheromones present in the bee boost). Stimuli associated with protein food sources, such as fish and meat samples or typical compounds from these protein sources did not induce any particular attraction, with the exception of one compound, p-xylene. Thus some stimuli were attractive: honey and pollen in experiment 1 and geraniol and p-xylene in experiment 2 whereas some stimuli only induced longer visit durations: larvae and bee boost in experiment 1 and homovanillyl alcohol and methyl 4-hydroxybenzoate in experiment 2.
Removal of potential visual cues
Hornets are known to use both visual and olfactory cues to locate food sources [46]. In the present study, we aimed to compare the attractiveness of a range of olfactory cues without any influence from visual information provided by the samples or the experimental cage. Because of the need to film the hornets, our assays were conducted under low levels of red light. Intracellular recordings of photoreceptors have shown that the visible spectrum of hornets (in this case V. crabro) starts around 300 nm and quickly decreases around 600 nm [56] due to a lack of red photoreceptors as in many hymenopterans [58]. Thus, in this context, visual cues were, if not totally absent, at least very strongly reduced. In addition, to avoid any potential bias of each samples’ location with respect to the red light, sample positions were placed randomly at each session. We are therefore confident that hornets’ orientation behavior in our experiments was influenced by olfactory cues and not by visual cues.
The prey itself or its products?
As many hornet species, and especially V. velutina, are keen honeybee hunters [33], [35], [37], [41] and the hornet workers we tested were caught while hunting on honeybee hives, we expected them to be primarily attracted to and to feed on their prey. This was not the case as the honeybee samples were only mildly attractive (Fig. 2A) and hornets did not remain on them when encountering them (Fig. 2B). By contrast, honeybee products, pollen and honey, were highly attractive (Fig. 2A). They strongly attracted hornets, sometimes even in groups and the hornets stopped for long periods of time on these samples, eventually feeding on them (Fig. 2B). Previous studies showed that the foraging behavior of some parasitic wasps [51], [53] and some social wasps [59]–[60], are influenced by cues associated with their prey but not emanating directly from the prey. For instance, the social wasp Mischocyttarus flavitarsis uses olfactory cues originating from a plant damaged by the feeding activity of its prey [60]. One important activity of honeybees during summer is to store high quantities of food within their colony and such stores may become a conspicuous signal for the predator. Taking advantage of cues emitted by hive stores could be more efficient for the hornet than searching for individual flying honeybees. We therefore hypothesize that pollen and honey odors emanating from the hives’ food stores represent prominent distant cues helping V. velutina foragers to find their prey.
Hornets gather proteins to feed their larvae but also need carbohydrates (and possibly proteins) for their own needs. As V. velutina workers were sometimes seen feeding on pollen and honey in our experiment (Fig. 2B), we cannot exclude the possibility that the long time hornets spent on these stimuli may be related to their nutritional quality. However, the significant numbers of visits recorded to these stimuli demonstrate their olfactory attractiveness for hornets. In addition, during hunting, V. velutina workers usually hover at the hive entrance and catch flying honeybee foragers, some of which are loaded with pollen and/or nectar [43]. Hornets have never been observed feeding directly on pollen pellets from caught workers. Therefore, we rather favor the idea that hornets’ attraction to pollen and honey odors was related to a potential role of these odors as long-distance signals for the presence of hives.
Could honeybee pheromones be used as kairomonal signals?
There is increasing literature reporting how prey pheromone can be counterused as a kairomonal signal by predators or parasitoids [47]–[50]. In addition to the observation that hive products strongly attract V. velutina, our experiments revealed that hornets can also be attracted to some honeybee pheromones. The only other honeybee-related stimulus that significantly attracted hornets was the honeybee worker aggregation pheromone component, geraniol. Hornets chose to orient towards geraniol (Fig. 3A) and remained on this stimulus for long periods of time (Fig. 3B). Geraniol is a Nasanov gland secretion, which acts as an aggregation pheromone, attracting honeybee workers during swarming or at the colony entrance [61]–[63]. Because of its role in aggregating honeybees, geraniol may represent an honest signal for hornets, indicating high densities of honeybee workers. It may thus work as a kairomone, possibly together with hive products to help hornets finding honeybee colonies.
The other bee pheromone constituents tested in our work (Table 1) did not induce any significant increase in the number of visits, but some (β-ocimene, homovanillyl alcohol and methyl-4-hydroxybenzoate) were found to act as arrestants (Fig. 3B). Indeed, in this experiment, we noticed that visit duration increased when hornets exhibited typical arrestment responses [64] with klinotaxis behavior around the stimuli. β-ocimene, a volatile pheromone produced by honeybee larvae [65] showed only near-significant attraction but significant arrestment (Fig. 3. A, B). Consistently, larvae, when presented in the first experiment, did not induce any significant attraction but induced longer visit durations once hornets had found them (Fig. 2. A, B). These results suggest the existence of arrestment responses by hornets towards β-ocimene, which could also act as a kairomone, giving relevant cues for locating larvae.
A similar situation was observed for queen pheromones. While in the first experiment, the bee boost, an artificial blend of 5 components composing the honeybee Queen Mandibular Pheromones (QMP) showed near-significant attraction and significantly longer durations, two QMP components, homovanillyl alcohol (HVA) and methyl-4-hydroxybenzoate (HOB), showed the same pattern in experiment 2, with a significant arrestment to both stimuli. Here again, some honeybee queen pheromones may act as kairomones for hornets.
Such a result is consistent with previous studies on another hornet species, V. bicolor, which was shown to be attracted to (Z)-11-eicosen-1-ol, a major component in the alarm pheromone of both Asian and European honeybees [50]. Another prominent example is found in the wasp Vespula germanica which uses the pheromone produced by sexually active Mediterranean fruit fly males as olfactory cues to locate its prey [48]. Taken together, our results may indicate that hornets use a combination of honeybee-related odorants to locate hives from a distance (attraction to honey, pollen or geraniol). In addition, when a honeybee colony is weak, hornets sometimes enter the hive to plunder its resources. When in the hive, they may use particular honeybee pheromones as suggested by the significant arrestment observed to larvae, worker and queen pheromones.
Lack of attraction to generic animal protein sources
Vespine wasps are generalist foragers that hunt arthropod preys but also collect meat from vertebrates to feed their larvae [31]–[32]. They are notorious pests in butchers’ and fishmongers’ stalls where they cut small pieces of meat and fish and fly away [9], [29]. In this study, unlike hive product, neither meat nor fish attracted hornets significantly (Fig. 2.A). As also shown by the low time spent on these stimuli (Fig. 2.B), we did not observe any hornets feeding on meat or fish samples. Thus, contrary to our expectations, hornets fed on only two stimuli considered as protein sources, mainly pollen and to a lesser extend larva, but neglected other animal proteins. Although carbonyl compounds resulting from lipid oxidation contribute strongly to the typical fishy odor [66]–[67], hornets exhibited significant attraction and arrestment responses only towards one fishy odor, p-xylene (Fig. 3. A, B). This compound can be a product of carotenoid degradation in fish flesh and has been reported as an active component in many seafood products [67], [68]–[69]. But, since fish flesh was not attractive in our experiment, the reason why p-xylene was of interest to V. velutina remains unclear. This chemical may also emanate from many different sources such as some fruit trees and some orchids [70]–[71].
Recruitement and learning as potential mechanisms
Hornets’ attraction to particular stimuli in our experimental setup may be the product of both innate attraction and appetitive learning processes. Social insects are able to recruit nestmates to valuable food sources through active communication. For instance, honeybees can actively promote food sources to nestmates with a sophisticated dance [72]–[73]. Several foraging recruitment forms by means of scent marks have been reported in Vespoidea [35], [45], [74]. When the predation activity of V. velutina reaches its peak, up to 20 individuals can hunt on a single hive at the same time [43]. Therefore, the high number of hornets present at the hive entrance might be due to recruitment by conspecifics. Some of our hornets may have been caught during their first visits to the location and may have displayed innate attraction to the stimuli. However, taking into account the high learning abilities of Vespine wasps [15]–[16], [18], [20], tested individuals may also have learned hive cues in the course of preying visits to the hive. Indeed in a previous study the same individuals were observed several times hunting at the same site [44]. In the framework of associative learning, hive and honeybee odors may correspond to conditioned stimuli (CS) while the successful catch of a prey may act as reinforcement. If so, then our experiments reflect the attraction of honeybee-specialist hunters, which would explain the lack of attraction to meat/fish stimuli. Similar experiments comparing the behavior of V. velutina workers caught on different food sources should clarify how foraging specialization influences olfactory attraction in hornets.
Outlook
In our experiments, V. velutina hornets mainly exhibited interest to hive products and to honeybee emitted pheromones but not to honeybees themselves. All these attractive stimuli seem to share a common feature: they might signal not only the presence of honeybees, but their presence at a high density. Interestingly, pollen was strongly attractive and the prey spectrum of V. velutina includes a large variety of pollinators such as social Hymenoptera and hoverflies [75]. Preliminary trapping experiments in the field gave promising results for using pollen’s attractiveness for protecting hives from hornet aggression. Such field experiments will now be performed on a larger scale, testing the trapping properties of the stimuli identified in the present study, alone or in combination.
Acknowledgments
We thank Juliette Poidatz for helping us with the field catching of hornets.
Data Availability
The authors confirm that all data underlying the findings are fully available without restriction. All relevant data are within the paper.
Funding Statement
This work was supported by a grant from Région Ile-de-France to JCS (DIM R2DS, http://www.r2ds-ile-de-france.com/, project 2011-05) and by a travel grant from the French Academy of Agriculture (Bourse Dufrenoy, http://www.academie-agriculture.fr/) to AC. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Elton CS (1958) The Ecology of Invasions by Animals and Plants. Chicago, IL: University of Chicago Press.
- 2. Vitousek PM, D’Antonio CM, Loope LL, Westbrooks R (1996) Biological invasions as global environmental change. Am Sc 84:468–478. [Google Scholar]
- 3. Vitousek PM, Mooney HA, Lubchenco J, Melillo JM (1997) Human domination of Earth’s ecosystems. Science 277:494–499. [Google Scholar]
- 4. Hochberg ME, Gotelli NJ (2005) An invasions special issue. Trends Ecol Evol 20:211. [Google Scholar]
- 5. Park K (2004) Assessment and management of invasive alien predators. Ecol Soc 9:761–770. [Google Scholar]
- 6. Pimentel D, Zuniga R, Morrison D (2005) Update on the environmental and economic costs associated with alien-invasive species in the United States. Ecol. Econ 52:273–288. [Google Scholar]
- 7. Williamson M, Fitter A (1996) The varying success of invaders. Ecology 77:1661–1666. [Google Scholar]
- 8. Moller H (1996) Lessons for invasion theory from social insects. Biol. Conserv 78:125–142. [Google Scholar]
- 9. Raveret Richter MR (2000) Social wasp (Hymenoptera: Vespidae) foraging behavior. Annu Rev Entomol 45:121–150. [DOI] [PubMed] [Google Scholar]
- 10. Brown MF, Paxton R (2009) The conservation of bees: a global perspective. Apidologie 40:410–416. [Google Scholar]
- 11. Potts SG, Biesmeijer JC, Kremen C, Neumann P, Schweiger O, et al. (2010) Global pollinator declines: trends, impacts and drivers. Trends Ecol Evol 25:345–353. [DOI] [PubMed] [Google Scholar]
- 12. Snyder NE, Evans EW (2006) Ecological effects of invasive arthropod generalist predators. Annu Rev Ecol Evol Syst 37:95–122. [Google Scholar]
- 13. Stamp NE (2001) Effects of prey quantity and quality on predatory wasps. Ecol Entomol 26:292–301. [Google Scholar]
- 14. Armstrong T, Stamp N (2003) Effects of prey quantity on predatory wasps (Polistes dominulus) when patch quality differs. Behav Ecol Sociobiol 54:310–319. [Google Scholar]
- 15. Shafir S (1996) Color discrimination conditioning of a wasp, Polybia occidentalis (Hymenoptera: Vespidae). Biotropica 28:243–251. [Google Scholar]
- 16. McPheron LJ, Mills NJ (2007) Discrimination learning of color-odor compounds in a paper Wasp (Hymenoptera: Vespidae: Pompilinae: Mischocyttarus favitarsis). Entomol Gen 29:125–134. [Google Scholar]
- 17. D’Adamo P, Lozada M (2003) The importance of location and visual cues during foraging in the German wasp (Vespula germanica F.) (Hymenoptera: Vespidae). New Zeal J Zool 30:171–174. [Google Scholar]
- 18. Toh Y, Okamura JY (2003) Foraging navigation of hornets studied in natural habitats and laboratory experiments. Zool. Sci 20:311–324. [DOI] [PubMed] [Google Scholar]
- 19. Weiss MR, Wilson EE, Castellanos I (2004) Predatory wasps learn to overcome the shelter defences of their larval prey. Anim Behav 68:45–54. [Google Scholar]
- 20. Lozada M, D’Adamo P (2006) How long do Vespula germanica wasps search for a food source that is no longer available? J Insect Behav 19:591–600. [Google Scholar]
- 21. Moreyra S, D’Adamo P, Lozada M (2012) Cognitive processes in Vespula germanica wasps (Hymenoptera: Vespidae) when relocating a food source. Ann Entomol Soc Am 105:128–133. [Google Scholar]
- 22. Lozada M, D’Adamo P (2009) How does an invasive social wasp deal with changing contextual cues while foraging? Environ Entomol 38:803–808. [DOI] [PubMed] [Google Scholar]
- 23. D’Adamo P, Lozada M (2011) Cognitive plasticity in foraging Vespula germanica wasps. J Insect Sci 11:1–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Lozada M, D’Adamo P (2011) Past experience: a help or a hindrance to Vespula germanica foragers? J Insect Behav 24:159–166. [Google Scholar]
- 25. Jung C, Kim D, Lee H, Baek H (2008) Some biological characteristics of a new honeybee pest, Vespa velutina nigrithorax Buysson 1905 (Hymenoptera: Vespidae). Korean J Apic 24:61–65. [Google Scholar]
- 26. Choi MB, Martin SJ, Lee JW (2011) Distribution, spread and impact of the invasive hornet Vespa velutina in South Korea. Entomol Res 41:276–276. [Google Scholar]
- 27. Monceau K, Bonnard O, Thiéry D (2014) Vespa velutina: a new invasive predator of honeybees in Europe. J Pest Sci 87:1–16. [Google Scholar]
- 28. Haxaire J, Bouguet JP, Tamisier JP-H (2006) Vespa velutina Lepeletier, 1836, une redoutable nouveauté pour la faune de France (Hymenoptera, Vespidae). Bulletin de la société entomologique de France 111:194. [Google Scholar]
- 29.Spradbery JP (1973) Wasps. An account of the Biology and Natural History of Solitary and Social Wasps. Seattle, WA: University of Washington Press.
- 30.Akre RD, Greene A, MacDonald JF, Landolt PJ, Davis HG (1980) The yellowjackets of america north of mexico. US Dep of Agric Handb 552: 102 pp.
- 31.Edwards R (1980) Social wasps. Their Behaviour and Control. Sussex: Rentokil Limited.
- 32.Matsuura M, Yamane S (1990) Biology of Vespine Wasps. Berlin: Springer-Verlag.
- 33. Li J, Tan K, HE S (2008) Hornet predation risk: apperception and response by honey bees. J Apicult Res 47:174–175. [Google Scholar]
- 34. Perrard A, Haxaire J, Rortais A, Villemant C (2009) Observations on the colony activity of the Asian hornet Vespa velutina Lepeletier 1836 (Hymenoptera: Vespidae: Vespinae) in France. Ann Soc Entomol Fr 45:119–127. [Google Scholar]
- 35. Ono M, Igarashi T, Ohno E, Sasaki M (1995) Unusual thermal defence by a honeybee against mass attack by hornets. Nature 377:334–336. [Google Scholar]
- 36. Ken T, Hepburn H, Radloff S, Yusheng Y, Yiqiu L, et al. (2005) Heat-balling wasps by honeybees. Naturwissenschaften 92:492–495. [DOI] [PubMed] [Google Scholar]
- 37. Tan K, Radloff S, Li J, Hepburn H, Yang M, et al. (2007) Bee-hawking by the wasp, Vespa velutina, on the honeybees Apis cerana and A. mellifera . Naturwissenschaften 94:469–472. [DOI] [PubMed] [Google Scholar]
- 38. Tan K, Li H, Yang MX, Hepburn HR, Radloff SE (2010) Wasp hawking induces endothermic heat production in guard bees. J Insect Sc. 10:142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Tan K, Wang Z, Li H, Yang S, Hu Z, et al. (2012) An ‘I see you’ prey-predator signal between the Asian honeybee, Apis cerana, and the hornet, Vespa velutina . Anim Behav 83:879–882. [Google Scholar]
- 40. Tan K, Wang Z, Chen W, Hu Z, Oldroyd BP (2013) The ‘I see you’ prey-predator signal of Apis cerana is innate. Naturwissenschaften 100:245–248. [DOI] [PubMed] [Google Scholar]
- 41. Papachristoforou A, Rortais A, Zafeiridou G, Theophilidis G, Garnery L, et al. (2007) Smothered to death: hornets asphyxiated by honeybees. Curr Biol 17:795–796. [DOI] [PubMed] [Google Scholar]
- 42. Arca M, Papachristoforou A, Mougel F, Rortais A, Monceau K, et al. (2014) Defensive behaviour of Apis mellifera against Vespa velutina in France: Testing whether European honeybees can develop an effective collective defence against a new predator. Behav Process 106:122–129. [DOI] [PubMed] [Google Scholar]
- 43. Monceau K, Arca M, Leprêtre L, Mougel F, Bonnard O, et al. (2013) Native prey and invasive predator patterns of foraging activity: The case of the yellow-legged hornet predation at European honeybee hives. PLOS ONE 8:e66492. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Monceau K, Bonnard O, Moreau J, Thiéry D (2014) Spatial distribution of Vespa velutina individuals hunting at domestic honeybee hives: heterogeneity at a local scale. Insect Sci. [DOI] [PubMed]
- 45. D’Adamo P, Lozada M, Corley JC (2004) An attraction pheromone from heads of worker Vespula germanica wasps. J Insect Behav 17:809–821. [Google Scholar]
- 46. Wang ZW, Chen G, Tan K (2014) Both olfactory and visual cues promote the hornet Vespa velutina to locate its honeybee prey Apis cerana . Insectes Soc 61:67–70. [Google Scholar]
- 47. Vet LEM, Dicke M (1992) Ecology of infochemical use by natural enemies in a tritrophic context. Annu Rev Entomol 37:141–172. [Google Scholar]
- 48. Hendrichs J, Katsoyannos BI, Wornoayporn V, Hendrichs MA (1994) Odour-mediated foraging by yellowjacket wasps (Hymenoptera: Vespidae): predation on leks of pheromone-calling Mediterranean fruit fly males (Diptera: Tephritidae). Oecologia 99:88–94. [DOI] [PubMed] [Google Scholar]
- 49. Day SE, Jeanne RL (2001) Food volatiles as attractants for yellowjackets (Hymenoptera: Vespidae). Environ Entomol 30:157–165. [Google Scholar]
- 50. Brodmann J, Twele R, Francke W, Yi-bo L, Xi-qiang S, et al. (2009) Orchid mimics honey bee alarm pheromone in order to attract hornets for pollination. Curr Biol 19:1368–1372. [DOI] [PubMed] [Google Scholar]
- 51. Turlings TCJ, Tumlinson JH, Lewis WJ (1990) Exploitation of herbivore-induced plant odors by host-seeking parasitic wasps. Science 250:1251–1253. [DOI] [PubMed] [Google Scholar]
- 52. Mattiacci L, Dicke M, Posthumus MA (1995) beta-Glucosidase: an elicitor of herbivore-induced plant odor that attracts host-searching parasitic wasps. Proc Natl Acad Sci USA 92:2036–2040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Paré PW, Tumlinson JH (1999) Plant volatiles as a defense against insect herbivores. Plant Physiol 121:325–332. [PMC free article] [PubMed] [Google Scholar]
- 54. Hilker M, Kobs C, Varama M, Schrank K (2002) Insect egg deposition induces Pinus sylvestris to attract egg parasitoids. J Exp Biol 205:455–461. [DOI] [PubMed] [Google Scholar]
- 55. Monceau K, Bonnard O, Thiéry D (2013) Relationship between the age of Vespa velutina workers and their defensive behaviour established from colonies maintained in the laboratory. Insectes Soc 60:437–444. [Google Scholar]
- 56. Peitsch D, Fietz A, Hertel H, Souza J, Ventura D, et al. (1992) The spectral input systems of hymenopteran insects and their receptor-based colour vision. J Comp Physiol A 170:23–40. [DOI] [PubMed] [Google Scholar]
- 57. Slessor KN, Kaminski L-A, King GGS, Borden JH, Winston ML (1988) Semiochemical basis of the retinue response to queen honey bees. Nature 332:354–356. [Google Scholar]
- 58. Briscoe AD, Chittka L (2001) The evolution of color vision in insects. Annu Rev Entomol 46:471–510. [DOI] [PubMed] [Google Scholar]
- 59. Cornelius M (1993) Influence of caterpillar-feeding damage on the foraging behavior of the paper wasp Mischocyttarus flavitarsis (Hymenoptera: Vespidae). J Insect Behav 6:771–781. [Google Scholar]
- 60. McPheron LJ, Mills NJ (2007) Influence of visual and olfactory cues on the foraging behavior of the paper wasp Mischocyttarus flavitarsis (Hymenoptera: Vespidae). Entomol Gen 30:105–118. [Google Scholar]
- 61. Boch R, Shearer DA (1962) Identification of geraniol as the active component in the Nassanoff pheromone of the honey bee. Nature 194:704–706. [DOI] [PubMed] [Google Scholar]
- 62.Free JB (1987) Pheromones of Social Bees. Ithaca: Comstock.
- 63. Slessor K, Winston M, Le Conte Y (2005) Pheromone communication in the honeybee (Apis mellifera L.). J Chem Ecol 31:2731–2745. [DOI] [PubMed] [Google Scholar]
- 64. Kennedy JS (1978) The concepts of olfactory ‘arrestment’ and ‘attraction’. Physiol Entomol 3:91–98. [Google Scholar]
- 65. Maisonnasse A, Lenoir J-C, Beslay D, Crauser D, Le Conte Y (2010) E-β-Ocimene, a volatile brood pheromone involved in social regulation in the honey bee colony (Apis mellifera). PLOS ONE 5:e13531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Refsgaard HHF, Haahr A-M, Jensen B (1999) Isolation and quantification of volatiles in fish by dynamic headspace sampling and mass spectrometry. J Agric Food Chem 47:1114–1118. [DOI] [PubMed] [Google Scholar]
- 67. Varlet V, Knockaert C, Prost C, Serot T (2006) Comparison of odor-active volatile compounds of fresh and smoked salmon. J Agric Food Chem 54:3391–3401. [DOI] [PubMed] [Google Scholar]
- 68. Piveteau F, Le Guen S, Gandemer G, Baud JP, Prost C, et al. (2000) Aroma of fresh oysters Crassostrea gigas: composition and aroma notes. J Agric Food Chem 48:4851–4857. [DOI] [PubMed] [Google Scholar]
- 69. Grigorakis K, Taylor KDA, Alexis MN (2003) Organoleptic and volatile aroma compounds comparison of wild and cultured gilthead sea bream (Sparus aurata): sensory differences and possible chemical basis. Aquaculture 225:109–119. [Google Scholar]
- 70. Baraldi R, Rapparini F, Rossi F, Latella A, Ciccioli P (1999) Volatile organic compound emissions from flowers of the most occuring and economically important species of fruit trees. Phys Chem Earth Pt B 24:729–732. [Google Scholar]
- 71. Borg-Karlson AK, Berstrom G, Groth I (1985) Chemical basis for the relationship between Ophrys orchids and their pollinators I. Volatile compounds of Orphrys lutea and O. fusca as insect mimetic attractants/excitants. Chem Scripta 25:283–94. [Google Scholar]
- 72.Von Frisch K (1967) The dance language and orientation of bees. Cambridge, MA: Harvard University Press.
- 73. Dyer FC (2002) The biology of the dance language. Annu Rev Entomol 47:917–949. [DOI] [PubMed] [Google Scholar]
- 74. David Morgan E (2009) Trail pheromones of ants. Physiol Entomol 34:1–17. [Google Scholar]
- 75. Rome Q, Perrard A, Muller F, Villemant C (2011) Monitoring and control modaslities of a honeybee predator: the yellow-legged hornet Vespa velutina nigrithorax (Hymenoptera: Vespidae). Aliens 31:7–15. [Google Scholar]
- 76. Boch R, Shearer DA (1962) Identification of isoamyl acetate as an active component in the sting pheromone of honeybee. Nature 195:1018–1020. [DOI] [PubMed] [Google Scholar]
- 77. Shearer DA, Boch R (1965) 2-Heptanone in the mandibular gland secretion of the honey-bee. Nature 206:530–530.5831852 [Google Scholar]
- 78. Collins A, Blum M (1982) Bioassay of compounds derived from the honeybee sting. J Chem Ecol 8:463–470. [DOI] [PubMed] [Google Scholar]
- 79.Winston ML (1987) The Biology of the Honey Bee: Cambridge, MA: Harvard University Press.
- 80. Schmidt JO (1994) Attraction of reproductive honey bee swarms to artificial nests by Nasonov pheromone. J Chem Ecol 20:1053–1056. [DOI] [PubMed] [Google Scholar]
- 81. Keeling CI, Slessor KN, Higo HA, Winston ML (2003) New components of the honey bee (Apis mellifera L.) queen retinue pheromone. Proc Natl Acad Sci USA 100:4486–4491. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82. Brockmann A, Dietz D, Spaethe J, Tautz J (2006) Beyond 9-ODA: sex pheromone communication in the European honey bee Apis mellifera L. J Chem Ecol. 32:657–667. [DOI] [PubMed] [Google Scholar]
- 83. Le Conte YL, Hefetz A (2008) Primer pheromones in social hymenoptera. Annu Rev Entomol 53:523–542. [DOI] [PubMed] [Google Scholar]
- 84. Pankiw T, Winston ML, Fondrk MK, Slessor KN (2000) Selection on worker honeybee responses to queen pheromone (Apis mellifera L.). Naturwissenschaften 87:487–490. [DOI] [PubMed] [Google Scholar]
- 85. Mohammedi A, Crauser D, Paris A, Le Conte Y (1996) Effect of a brood pheromone on honeybee hypopharyngeal glands. C R Acad Sci 319:769–772. [PubMed] [Google Scholar]
- 86. Le Conte Y, Arnold G, Trouiller J, Masson C, Chappe B (1990) Identification of a brood pheromone in honeybees. Naturwissenschaften 77:334–336. [Google Scholar]
- 87. Selli S, Rannou C, Prost C, Robin J, Serot T (2006) Characterization of aroma-active compounds in rainbow trout (Oncorhynchus mykiss) eliciting an off-odor. J Agric Food Chem 54:9496–9502. [DOI] [PubMed] [Google Scholar]
- 88. Formisano C, Senatore F, Della Porta G, Scognamiglio M, Bruno M, et al. (2009) Headspace volatile composition of the flowers of Caralluma europaea N.E.Br. (Apoynaceae). Molecules 14:4597–4613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89. Vasta V, Ventura V, Luciano G, Andronico V, Pagano RI, et al. (2012) The volatile compounds in lamb fat are affected by the time of grazing. Meat Sci. 90:451–456. [DOI] [PubMed] [Google Scholar]
- 90. Santos JR, Carneiro JR, Guido LF, Almeida PJ, Rodrigues JA, et al. (2003) Determination of E-2-nonenal by high-performance liquid chromatography with UV detection: Assay for the evaluation of beer ageing. J Chromatogr A 985:395–402. [DOI] [PubMed] [Google Scholar]
- 91. D’Ippolito G, Romano G, Caruso T, Spinella A, Cimino G, et al. (2003) Production of octadienal in the marine diatom Skeletonema costatum . Organic Lett 5:885–887. [DOI] [PubMed] [Google Scholar]
- 92. Faraji H, Lindsay RC (2004) Characterization of the antioxidant activity of sugars and polyhydric alcohols in fish oil emulsions. J Agric Food Chem 52:7164–7171. [DOI] [PubMed] [Google Scholar]
- 93. Zhang Z, Li T, Wang D, Zhang L, Chen G (2009) Study on the volatile profile characteristics of oyster Crassostrea gigas during storage by a combination sampling method coupled with GC/MS. Food Chemistry 115:1150–1157. [Google Scholar]
- 94. Vasta V, Ratel J, Engel E (2007) Mass spectrometry analysis of volatile compounds in raw meat for the authentication of the feeding background of farm animals. J Agric Food Chem 55:4630–4639. [DOI] [PubMed] [Google Scholar]
- 95. Agila A, Barringer S (2013) Effect of adulteration versus storage on volatiles in unifloral honeys from different floral sources and locations. J Food Sci 78:184–191. [DOI] [PubMed] [Google Scholar]
- 96. Janeš D, Kantar D, Kreft S, Prosen H (2009) Identification of buckwheat (Fagopyrum esculentum Moench) aroma compounds with GC–MS. Food Chemistry 112:120–124. [Google Scholar]
- 97. Acevedo CA (2011) Odorant properties of beef: chemometric and bioinformatics modeling. Procedia Food Sci. 1:549–556. [Google Scholar]
- 98.Rota V, Schieberle P (2005) Changes in key odorants of sheep meat induced by cooking. In Food Lipids 920: 73–83: American Chemical Society.
- 99. Christlbauer M, Schieberle P (2011) Evaluation of the Key Aroma Compounds in Beef and Pork Vegetable Gravies a la Chef by Stable Isotope Dilution Assays and Aroma Recombination Experiments. Journal of Agricultural and Food Chemistry 59:13122–13130. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The authors confirm that all data underlying the findings are fully available without restriction. All relevant data are within the paper.