| Literature DB >> 32776642 |
Rafael B de Andrade1, Kristopher Abell1, Jian J Duan2, Paula Shrewsbury1, Daniel S Gruner1.
Abstract
BACKGROUND: The emerald ash borer (EAB) (Agrilus planipennis Fairmaire) (Coleoptera: Buprestidae) is now the most destructive invasive species in North America. While biocontrol using parasitoids shows promising results in natural forests, strategies are needed to protect high-value trees against invasive EAB populations. Emamectin benzoate is a commonly used systemic insecticide for the protection of valuable trees. Methods that optimize its use allow for reduced quantities of insecticide to be released in the environment and save time and money in efforts to protect ash trees from EAB. We hypothesize that a treated tree can also offer a protective neighboring effect to nearby untreated ash trees, allowing for an optimized spatial planning of insecticide applications.Entities:
Keywords: Agrilus planipennis; Fraxinus sp.; emamectin benzoate; invasive species; pest management
Mesh:
Substances:
Year: 2020 PMID: 32776642 PMCID: PMC7756579 DOI: 10.1002/ps.6041
Source DB: PubMed Journal: Pest Manag Sci ISSN: 1526-498X Impact factor: 4.845
Figure 1Location of five sampling sites in the State of Maryland and one in Washington DC (National Arboretum).
Figure 2Examples of different index values for nontreated trees (nTT): (a) a treated tree (TT) of equal DBH at a 1 m distance confers an index of 1 to a nontreated tree; (b) the same tree at a 2 m distance confers an index of 0.5; (c) a treated tree twice the DBH at a 1 m distance or (d) two treated trees at 1 m each confer an index of 2.
Figure 3Distribution of neighboring index values across nontreated ash trees in six sites.
Zero‐inflated GLMM results for signs of EAB infestation in untreated ash trees under the neighboring effect (measured by index) of nearby treated trees (*p<0.05, **p<0.01, ***p<0.001)
| 2017 ( | Index coefficient | Std. error | Site variance | z.i. intercept | z.i. std error | Lower 95% CI = 0 |
| Exit holes | −2.078** | 0.707 | 4.457 | 1.976** | 0.228 | 0.80 |
| Wood pecks | −0.913* | 0.402 | <0.001 | 2.763*** | 0.175 | 1.55 |
| Epicormic growth | −2.182*** | 0.348 | 0.280 | 1.953*** | 0.129 | 1.75 |
| Bark splits | −0.226 | 0.436 | 2.537 | 1.870*** | 0.198 | ‐ |
| Canopy condition | −0.907*** | 0.261 | 2.417 | – | – | 3.61 |
| 2018 ( | Index coefficient | Std error | Site variance | z.i. intercept | z.i. std. error | Lower 95% CI = 0 |
| Exit holes | 0.757 | 0.803 | 5.362 | 1.598*** | 0.387 | ‐ |
| Wood pecks | −0.321 | 0.474 | 0.616 | 2.101*** | 0.319 | ‐ |
| Epicormic growth | 1.135* | 0.525 | <0.001 | 1.510*** | 0.261 | ‐ |
| Bark splits | 8.037* | 3.868 | <0.001 | 2.187** | 0.691 | ‐ |
| Canopy condition | −2.429** | 0.830 | 0.377 | – | – | 1.25 |
| 2019 ( | Index coefficient | Std error | Site variance | z.i. intercept | z.i. std error | Lower 95% CI = 0 |
| Exit holes | −1.192** | 0.425 | 3.624 | 1.386*** | 0.220 | 1.47 |
| Wood pecks | −0.378 | 0.422 | 3.956 | 1.621*** | 0.241 | ‐ |
| Epicormic growth | −0.089 | 0.210 | 0.554 | 1.025*** | 0.193 | ‐ |
| Bark splits | −1.413 | 0.821 | 1.505 | 1.440*** | 0.325 | ‐ |
| Canopy condition | −1.065* | 0.471 | <0.001 | – | – | – |
Negative coefficients mean fewer signs of infestation on higher index values. Lower 95% CI = 0 indicates at which index value the signs of EAB infestation are not significantly different from 0.
Figure 4Signs of EAB infestation in untreated ash trees under the neighboring effect of nearby treated trees. A high index indicates close proximity to one or more trees treated with emamectin benzoate. Lines represent main predicted values of GLMMs and the shaded area 95% confidence intervals. Figure for data sampled in 2017.
Zero‐inflated GLMM coefficients (and standard errors) for yearly progression of signs of EAB infestation in untreated ash trees in the vicinity of trees treated with emamectin benzoate (neighboring index ≥0.5). (*p<0.05, **p<0.01, ***p<0.001)
| 2 years after treatment | 3 years after treatment | Site variance | z.i. intercept | |
|---|---|---|---|---|
| Exit holes | 3.585** (1.177) | 2.902* (1.167) | 7.174 | 1.712*** (0.434) |
| Wood pecks | 4.444*** (1.239) | 4.394*** (1.240) | 2.334 | 1.429*** (0.309) |
| Epicormic growth | 0.504 (0.358) | 0.743* (0.332) | 0.534 | 1.122*** (0.254) |
| Bark splits | −0.835 (0.705) | −0.547 (0.547) | 2.508 | 0.676 (0.638) |
| Canopy condition | −0.757 (0.473) | −0.949* (0.471) | 0.279 | – |
Positive coefficients mean an increase in signs of infestation.
Figure 5Yearly progression of signs of EAB infestation in nontreated ash trees in the vicinity of trees treated with emamectin benzoate (neighboring index >0.5). Lines connect sequential yearly sampling of individual trees.