| Literature DB >> 35309750 |
Laura G A Riggi1, Chloé A Raderschall1, Ola Lundin1.
Abstract
Identifying and quantifying crop stressors interactions in agroecosystems is necessary to guide sustainable crop management strategies. Over the last 50 years, faba bean cropping area has been declining, partly due to yield instabilities associated with uneven insect pollination and herbivory. Yet, the effect of interactions between pollinators and a key pest, the broad bean beetle Bruchus rufimanus (florivorous and seed predating herbivore) on faba bean yield has not been investigated. Using a factorial cage experiment in the field, we investigated how interactions between two hypothesized stressors, lack of insect pollination by bumblebees and herbivory by the broad bean beetle, affect faba bean yield. Lack of bumblebee pollination reduced bean weight per plant by 15%. Effects of the broad bean beetle differed between the individual plant and the plant-stand level (i.e., when averaging individual plant level responses at the cage level), likely due to high variation in the level of herbivory among individual plants. At the individual plant level, herbivory increased several yield components but only in the absence of pollinators, possibly due to plant overcompensation and/or pollination by the broad bean beetle. At the plant-stand level, we found no effect of the broad bean beetle on yield. However, there was a tendency for heavier individual bean weight with bumblebee pollination, but only in the absence of broad bean beetle herbivory, possibly due to a negative effect of the broad bean beetle on the proportion of legitimate flower visits by bumblebees. This is the first experimental evidence of interactive effects between bumblebees and the broad bean beetle on faba bean yield. Our preliminary findings of negative and indirect associations between the broad bean beetle and individual bean weight call for a better acknowledgment of these interactions in the field in order to understand drivers of crop yield variability in faba bean.Entities:
Keywords: broad bean beetle; compensatory growth; ecosystem services; florivory; non‐additive effects; resource allocation
Year: 2022 PMID: 35309750 PMCID: PMC8901888 DOI: 10.1002/ece3.8686
Source DB: PubMed Journal: Ecol Evol ISSN: 2045-7758 Impact factor: 2.912
FIGURE 1Organism photos of (a) Bruchus rufimanus in a faba bean flower and (b) Bombus terrestris robbing faba bean nectar from the base of the corolla (photos by C. A. Raderschall)
Model outputs for both plant‐stand (cage) and plant level analyses
| Variables | Stand level | Plant level | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| H+ | P+ | H*P |
| %Damage | P+ | %Damage*P |
| ||||
|
Bean
| ***Proportion of damaged beans | Est ± SE | 3.85 ± 0.64 | −1.17 ± 0.70 | 0.98 ± 0.93 | 0.59 | |||||
|
|
| .09 | .29 | ||||||||
|
Individual bean weight (g)
| Est ± SE | 0.01 ± 0.02 | 0.06 ± 0.02 | −0.06 ± 0.03 | 0.03 | 0.001 ± 0.0004 | 0.07 ± 0.01 | −0.002 ± 0.0006 | 0.04 | ||
|
| .59 | . | .06 |
|
|
| |||||
| Bean weight per plant (g) | Est ± SE | −0.26 ± 1.28 | 3.01 ± 1.28 | −1.74 ± 1.81 | 0.03 | 0.05 ± 0.01 | 3.57 ± 1.13 | −0.06 ± 0.02 | 0.04 | ||
|
| .83 | . | .34 |
|
| . | |||||
| Beans per pod | Est ± SE | 0.1 ± 0.14 | 0.57 ± 0.14 | −0.2 ± 0.2 | 0.07 | 0.009 ± 0.002 | 0.65 ± 0.12 | −0.008 ± 0.003 | 0.11 | ||
|
| .48 |
| .31 |
|
|
| |||||
| Beans per plant | Est ± SE | −0.009 ± 0.1 | 0.21 ± 0.1 | −0.03 ± 0.14 | 0.03 | 0.004 ± 0.001 | 0.29 ± 0.09 | −0.004 ± 0.002 | 0.05 | ||
|
| .92 | . | .83 | . |
| .10 | |||||
| Yield (dt/ha) | Est ± SE | −4.13 ± 6.79 | 11.96 ± 6.79 | −7.50 ± 9.60 | 0.2 | ||||||
|
| .54 | .09 | .44 | ||||||||
|
Pods
| Proportion of mature pods | Est ± SE | −0.23 ± 0.55 | 1.71 ± 0.57 | 0.07 ± 0.81 | 0.19 | 0.07 ± 0.005 | 2.00 ± 0.61 | −0.008 ± 0.008 | 0.54 | |
|
| .67 |
| .92 |
|
| .33 | |||||
| Pods per plant | Est ± SE | −0.02 ± 0.06 | −0.02 ± 0.06 | 0.01 ± 0.09 | <0.01 | −0.001 ± 0.001 | −0.01 ± 0.07 | −0.00007 ± 0.002 | 0.01 | ||
|
| .67 | .66 | .85 | .13 | .79 | .96 | |||||
| Mature pods per plant | Est ± SE | −0.07 ± 0.11 | 0.16 ± 0.1 | 0.04 ± 0.15 | 0.03 | 0.007 ± 0.002 | 0.36 ± 0.11 | −0.007 ± 0.003 | 0.07 | ||
|
| .49 | .12 | .78 |
|
|
| |||||
| Immature pods per plant | Est ± SE | 0.51 ± 0.54 | −2.07 ± 0.66 | 0.26 ± 0.89 | 0.34 | −0.06 ± 0.007 | −1.89 ± 0.72 | −0.02 ± 0.08 | 0.55 | ||
|
| .34 |
| .76 |
|
| .12 | |||||
| Unfertilized pods per plant | Est ± SE | −0.14 ± 0.6 | −1.35 ± 0.61 | 0.28 ± 0.87 | 0.14 | −0.03 ± 0.003 | −0.95 ± 0.52 | −0.01 ± 0.008 | 0.62 | ||
|
| .80 | . | .74 |
| .07 | .057 | |||||
|
Plant
| Plant biomass (g) | Est ± SE | 0.15 ± 0.29 | −0.99 ± 0.29 | −0.41 ± 0.42 | 0.06 | −0.01 ± 0.005 | −1.32 ± 0.28 | 0.005 ± 0.008 | 0.08 | |
|
| .61 |
| .34 | . |
| .48 | |||||
| Plant height (cm) | Est ± SE | 0.46 ± 2.18 | −9.1 ± 2.18 | −1.77 ± 3.09 | 0.17 | −0.14 ± 0.02 | −11.89 ± 1.98 | 0.09 ± 0.04 | 0.25 | ||
|
| .83 |
| .57 |
|
| .052 | |||||
| Root biomass (g) | Est ± SE | −0.14 ± 0.15 | −0.20 ± 0.15 | −0.03 ± 0.21 | 0.01 | −0.003 ± 0.003 | −0.21 ± 0.14 | −0.0004 ± 0.004 | 0.02 | ||
|
| .36 | .19 | .88 | .29 | .14 | .92 | |||||
| Root length (cm)a* | Est ± SE | −1.29 ± 0.66 | 0.11 ± 0.63 | 0.61 ± 0.91 | 0.01 | −0.02 ± 0.01 | 0.57 ± 0.60 | −0.008 ± 0.01 | 0.03 | ||
|
| .06 | .85 | .51 | . | .35 | .62 | |||||
Presented are the yield and plant growth components with respect to pollination treatment (P+) and herbivory treatment (H+) or herbivory damage (% of beans with broad bean beetle emergence holes per plant, % Damage) and their two‐way interactions. Shown are mean estimates (Est) for the respective treatments, standard errors (SE), p‐values (p), and the adjusted marginal R 2 (R m 2) of the model. Significant results (p < .05) are in bold. Plots for significant results and raw data are shown in Figures S4–S5.
Linear mixed model with normal distribution (“lme”).
Generalized linear mixed model (glmm) with a negative binomial distribution (“glmer.nb”). Units on log scale.
Glmm with binomial distribution (“glmer”). Units on log‐odds scale.
Glmm with Poisson distribution (“glmer”). Units on log scale.
Results differ qualitatively for plant‐stand level analyses after removal of cage 3 (Table S1).
FIGURE 2Model prediction for faba bean yield and growth components in relation to herbivory (H−: solid light gray line; and H+: dashed dark gray line) and pollination (P−: solid green line; and P+: dashed yellow line) levels: (a) mean individual bean weight (g), (b) bean weight per plant (g), (c) number of beans per pod, (d) percentage of mature pods per plant, (e) aboveground plant dry biomass (g), and (f) tap root length (cm) per plant. Whiskers represent 95% confidence intervals. Significance codes: “*” < .05; “**” < .01 (Table 1). Note that y‐axes do not start at zero
FIGURE 3Model predictions for faba bean yield components in relation to herbivory damage (% of beans with broad bean beetle emergence holes per plant) and pollination levels (P−: solid green line; and P+: dashed yellow line): (a) individual bean weight (g) (significant differences between the pollination treatments for Damage levels <18% and >83% (“emmeans”)), (b) bean weight per plant (g) (significant differences between the pollination treatments for Damage levels <23%) and (c) beans per pod (significant differences between the pollination treatments for Damage levels <44%). Est ± SE and p‐values for the differences of the simple slopes (“emtrends”) are presented in each panel. Bands represent 95% confidence intervals. Note that y‐axes do not start at zero
FIGURE 4Model prediction for percent of (a) legitimate flower visits, (b) EFN visits, and (c) robbing by bumblebees in relation to a. herbivory (H−/H+) levels. Whiskers represent 95% confidence intervals. Note that the y‐axis in panel b. do not start at zero
FIGURE 5Diagram of interaction of stressors on (a) individual bean weight (g) and (b) crop yield (dt/ha) using raw data for each treatment (i.e., H+P+, H+P−, H−P+, H−P−). Treatments are non‐stressed control (C = H−P+) and stressors herbivory (H+P+) and lack of pollination (H−P−). An interaction is additive (ADD) if response to the application of both stressors is the sum of the effects of both treatments (Figure S1). The dashed line shows this additive prediction. As the observed change in individual bean weight (a) and crop yield (b) when both stressors are combined (H+P−) is less than the sum of the effects of both stressors, the response was numerically antagonistic, but the interaction was not statistically significant for yield (Table 1). Error bars indicate standard deviations