| Literature DB >> 30402358 |
Govinda Shrestha1, Shabeg S Briar1, Gadi V P Reddy1.
Abstract
The wheat stem sawfly (WSS), Cephus cinctus Norton, is an important wheat pest in the Northern Great Plains of the USA. No single control measure effectively suppresses WSS damage. This study provides information on the effects on the WSS adult settling preference behavior on wheat plants under laboratory conditions from treatment with both synthetic plant defense elicitors (Actigard® and cis-jasmone) and a botanical insecticide (Azadirachtin®). In addition, field experiments were performed to determine whether these chemicals impact the WSS fitness (larval mortality and larval body weight), winter wheat plant fitness (infestation, stem lodging, yield, and quality), adult population of WSS and Bracon spp., and larval parasitism levels. Our lab results showed that there were no significant differences in adult settling behavior on plants exposed separately to each chemical and control. In contrast, when adults were exposed simultaneously to treated and untreated plants, there was a significant reduction in the percentage of adults settling on Actigard® and Azadirachtin® treated plants compared to plants sprayed with water in the same cage. However, in field situations, regardless of application timing and field location, none of the chemicals significantly reduced adult population or stems damage. The exception was two times applications of Actigard® had significantly lower WSS infested stem damage levels at 30 days after initial treatment applications at Knees and 50 days at Choteau locations compared to control, but without effect at the Conrad location. The field study indicated that two times applications of Actigard® significantly increased diapausing larval mortality percentages and lowered stem lodging levels compared to untreated controls at Knees and Choteau locations, while no effects at Conrad location. Larval body weight was significantly lower in plots treated with Actigard® at Knees and Conrad, but no effects at Choteau. No significant differences were found in wheat yield and quality in plots treated with chemicals and controls at any location. Bracon spp. adult population and parasitism levels were not negatively affected by the use of chemicals. In conclusion, this study offers insights on what treatments should be emphasized in more detail despite variable findings.Entities:
Keywords: Actigard; Insect fitness; Mortality; Plant fitness
Year: 2018 PMID: 30402358 PMCID: PMC6215698 DOI: 10.7717/peerj.5892
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Figure 1Timeline showing the synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications and sampling of wheat stem sawfly infested stems relative to expected life stages.
Figure 2Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on wheat stem sawfly adults settling behavior when adults were exposed separately to each chemical and control inside cages.
Bars that share the different upper case (morning period) and lower case (evening period) letters are significantly different (Tukey test, P < 0.05). Data pooled over the two experimental runs. The total numbers of replicates were eight per treatment.
Figure 3Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on wheat stem sawfly adults settling behavior when adults were exposed simultaneously to treated and untreated plants inside cages under laboratory conditions.
Bars bearing different letters within each treatment group comparisons (chemical vs control) at the morning and evening periods are significantly different (Paired t-test, P < 0.05). Data pooled over the two experimental runs. The total numbers of replicates were eight per treatment group.
Effects of synthetic plant defense elicitors (Actigard® & cis-jasmone) & Azadirachtin® applications on wheat stem sawfly (WSS) infested stems % level (mean ± SE) in winter wheat fields at the three study locations of Montana.
| Treatment | WSS infested stems percentage | ||||
|---|---|---|---|---|---|
| PT | 10 DAT | 20 DAT | 30 DAT | 50 DAT | |
| Water-ES | 23 ± 5.77 | 38 ± 12.58 | 55 ± 6.31 | 67 ± 7.20ab | 74 ± 8.57 |
| Water-ELS | 20 ± 8.16 | 42 ± 5.00 | 65 ± 7.39 | 72 ± 4.19ab | 73 ± 8.66 |
| Water-LS | 23 ± 7.93 | 40 ± 6.09 | 52 ± 7.39 | 77 ± 1.92ab | 81 ± 3.88 |
| Actigard-ES | 25 ± 4.71 | 33 ± 7.20 | 38 ± 9.57 | 62 ± 3.19ab | 79 ± 10.5 |
| Actigard-ELS | 22 ± 10.67 | 27 ± 6.09 | 35 ± 6.31 | 35 ± 9.18c | 67 ± 5.31 |
| Actigard-LS | 13 ± 5.69 | 25 ± 4.19 | 58 ± 3.19 | 53 ± 5.44ab | 78 ± 8.95 |
| 27 ± 7.20 | 35 ± 3.19 | 58 ± 9.18 | 70 ± 8.39ab | 81 ± 6.47 | |
| 20 ± 5.69 | 17 ± 4.30 | 48 ± 10.67 | 55 ± 5.69ab | 80 ± 8.65 | |
| 17 ± 7.93 | 37 ± 4.30 | 47 ± 9.81 | 67 ± 7.20ab | 72 ± 11.00 | |
| Azadirachtin-ES | 22 ± 5.69 | 23 ± 10.36 | 38 ± 7.39 | 60 ± 0.00ab | 85 ± 1.08 |
| Azadirachtin-ELS | 18 ± 3.19 | 25 ± 5.00 | 50 ± 6.38 | 55 ± 7.39ab | 63 ± 12.77 |
| Azadirachtin-LS | 17 ± 7.93 | 33 ± 8.16 | 48 ± 8.76 | 63 ± 10.00ab | 77 ± 9.76 |
| Water-ES | 17 ± 10.36 | 57 ± 12.32 | 67 ± 4.17 | 77 ± 4.30 | 93 ± 2.25a |
| Water-ELS | 25 ± 3.19 | 48 ± 11.01 | 62 ± 11.67 | 82 ± 8.77 | 96 ± 1.65a |
| Water-LS | 33 ± 5.44 | 58 ± 3.19 | 67 ± 6.09 | 87 ± 2.72 | 92 ± 4.52a |
| Actigard-ES | 20 ± 6.94 | 38 ± 7.39 | 55 ± 3.19 | 72 ± 7.88 | 96 ± 2.87a |
| Actigard-ELS | 18 ± 7.39 | 33 ± 4.71 | 58 ± 8.33 | 85 ± 5.69 | 80 ± 1.5b |
| Actigard-LS | 18 ± 5.00 | 35 ± 5.69 | 53 ± 8.16 | 68 ± 11.98 | 83 ± 4.86a |
| 28 ± 7.39 | 53 ± 6.09 | 53 ± 2.72 | 72 ± 6.87 | 89 ± 5.12a | |
| 18 ± 10.32 | 23 ± 8.82 | 77 ± 8.39 | 82 ± 11.34 | 90 ± 4.59a | |
| 17 ± 8.82 | 63 ± 12.91 | 70 ± 1.92 | 85 ± 8.77 | 97 ± 1.32a | |
| Azadirachtin-ES | 22 ± 5.00 | 48 ± 8.33 | 60 ± 9.81 | 78 ± 5.69 | 89 ± 5.07a |
| Azadirachtin-ELS | 20 ± 4.71 | 30 ± 9.95 | 52 ± 12.29 | 62 ± 13.71 | 83 ± 1.18a |
| Azadirachtin-LS | 17 ± 8.82 | 35 ± 4.19 | 47 ± 2.72 | 77 ± 7.93 | 97 ± 1.71a |
| Water-ES | 10 ± 7.93 | 25 ± 5.69 | 33 ± 9.81 | 57 ± 12.32 | 84 ± 5.78 |
| Water-ELS | 17 ± 9.43 | 28 ± 9.95 | 45 ± 12.58 | 58 ± 6.31 | 79 ± 5.81 |
| Water-LS | 17 ± 8.82 | 27 ± 2.72 | 48 ± 8.33 | 53 ± 9.43 | 74 ± 4.63 |
| Actigard-ES | 10 ± 5.00 | 15 ± 4.19 | 45 ± 11.01 | 60 ± 4.71 | 70 ± 6.15 |
| Actigard-ELS | 13 ± 4.20 | 17 ± 4.30 | 30 ± 12.91 | 58 ± 5.69 | 60 ± 6.49 |
| Actigard-LS | 9 ± 8.50 | 13 ± 3.85 | 35 ± 6.31 | 50 ± 4.30 | 51 ± 4.30 |
| 5 ± 5.00 | 15 ± 3.19 | 40 ± 9.81 | 57 ± 5.77 | 78 ± 4.63 | |
| 17 ± 5.00 | 37 ± 6.94 | 33 ± 7.20 | 52 ± 8.33 | 57 ± 6.08 | |
| 10 ± 4.30 | 20 ± 4.71 | 55 ± 6.87 | 60 ± 13.61 | 71 ± 3.33 | |
| Azadirachtin-ES | 15 ± 5.00 | 27 ± 8.16 | 38 ± 4.19 | 58 ± 13.44 | 65 ± 5.31 |
| Azadirachtin-ELS | 12 ± 5.00 | 15 ± 3.19 | 33 ± 6.09 | 53 ± 8.16 | 56 ± 9.97 |
| Azadirachtin-LS | 10 ± 4.30 | 23 ± 6.94 | 45 ± 15.24 | 68 ± 5.69 | 84 ± 6.61 |
Notes:
Mean values within columns (30 and 50 DAT at Knees and Choteau locations, respectively) bearing the different letters are significantly different (Tukey test, P < 0.05). The number of replicates per treatment was four.
PT, Pre-treatment; DAT, Days after the initial treatment application (i.e., chemical sprayed at wheat stem sawfly egg stage). ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage.
Effects of synthetic plant defense elicitors (Actigard® & cis-jasmone) & Azadirachtin® applications on wheat stem sawfly (WSS) & Bracon spp. adult individuals (15 sweeps/plot) & parasitism percentage (mean ± SE) in winter wheat fields at the three study locations of Montana.
| Treatment | WSS adult number | Parasitoid adult number | Parasitism % | ||||
|---|---|---|---|---|---|---|---|
| 10 DAT | 20 DAT | 30 DAT | 10 DAT | 20 DAT | 30 DAT | ||
| Water-ES | 7.50 ± 0.87 | 3.25 ± 1.31 | 0.5 0 ± 0.29 | 0.25 ± 0.25 | 3.25 ± 1.65 | 0.25 ± 0.25 | 24.05 ± 3.20 |
| Water-ELS | 5.50 ± 0.63 | 3.00 ± 0.91 | 0.00 ± 0.00 | 1.25 ± 0.41 | 2.75 ± 1.7 | 2.25 ± 0.95 | 14.83 ± 7.80 |
| Water-LS | 5.00 ± 1.22 | 1.75 ± 0.75 | 0.00 ± 0.00 | 0.25 ± 0.29 | 2.25 ± 0.48 | 1.25 ± 0.41 | 17.91 ± 9.00 |
| Actigard-ES | 2.25 ± 0.75 | 3.25 ± 0.25 | 0.25 ± 0.25 | 0.50 ± 0.25 | 4.50 ± 1.55 | 1.00 ± 0.41 | 13.48 ± 3.00 |
| Actigard-ELS | 1.15 ± 0.05 | 2.50 ± 0.87 | 0.00 ± 0.00 | 0.50 ± 0.00 | 4.00 ± 1.08 | 1.50 ± 0.65 | 9.32 ± 5.30 |
| Actigard-LS | 4.25 ± 1.03 | 1.75 ± 0.75 | 0.00 ± 0.00 | 0.00 ± 0.50 | 2.50 ± 1.5 | 1.50 ± 0.5 | 15.62 ± 3.10 |
| 5.00 ± 1.68 | 2.00 ± 0.41 | 0.00 ± 0.00 | 0.25 ± 1.25 | 6.00 ± 2.35 | 0.00 ± 0.00 | 7.77 ± 1.90 | |
| 3.75 ± 1.18 | 3.5 ± 1.19 | 0.00 ± 0.00 | 0.50 ± 0.25 | 4.75 ± 2.06 | 1.75 ± 0.63 | 14.72 ± 4.70 | |
| 2.75 ± 1.49 | 1.75 ± 0.85 | 0.50 ± 0.29 | 1.00 ± 0.75 | 4.25 ± 0.85 | 0.75 ± 0.48 | 13.21 ± 6.20 | |
| Azadirachtin-ES | 4.25 ± 1.49 | 3.00 ± 0.41 | 0.25 ± 0.25 | 0.50 ± 0.25 | 4.00 ± 0.91 | 1.50 ± 0.5 | 19.84 ± 8.00 |
| Azadirachtin-ELS | 2.00 ± 0.40 | 3.25 ± 1.11 | 0.25 ± 0.25 | 1.25 ± 0.75 | 5.25 ± 1.31 | 1.50 ± 0.5 | 8.33 ± 8.30 |
| Azadirachtin-LS | 3.75 ± 1.93 | 2.75 ± 1.11 | 0.25 ± 0.25 | 0.25 ± 0.75 | 2.75 ± 1.11 | 0.75± 0.48 | 11.08 ± 4.00 |
| Water-ES | 11.25 ± 1.89 | 19.00 ± 1.96 | 1.25 ± 0.63 | 2.00 ± 1.08 | 2.00 ± 0.41 | 0.25 ± 0.25 | 2.42 ± 1.02 |
| Water-ELS | 11.75 ± 2.06 | 19.75 ± 2.29 | 1.50 ± 0.87 | 2.25 ± 1.11 | 1.75 ± 1.11 | 2.75 ± 1.11 | 2.03 ± 1.43 |
| Water-LS | 12.25 ± 1.80 | 13.50 ± 1.19 | 1.00 ± 0.41 | 1.50 ± 0.75 | 2.50 ± 1.25 | 1.50 ± 0.76 | 1.56 ± 1.56 |
| Actigard-ES | 5.75 ± 1.38 | 21.50 ± 3.77 | 0.50 ± 0.50 | 1.75 ± 1.03 | 2.00 ± 0.82 | 2.00 ± 1.22 | 1.9 ± 0.68 |
| Actigard-ELS | 8.50 ± 1.44 | 15.25 ± 1.89 | 1.75 ± 0.85 | 0.50 ± 0.29 | 2.50 ± 1.19 | 0.75 ± 0.48 | 3.49 ± 1.35 |
| Actigard-LS | 10.50 ± 2.53 | 13.00 ± 3.00 | 1.75 ± 0.75 | 2.75 ± 1.18 | 2.75 ± 1.31 | 1.50 ± 1.19 | 2.9 ± 1.39 |
| 11.00 ± 2.04 | 20.25 ± 3.47 | 2.25 ± 0.85 | 1.00 ± 0.71 | 1.50 ± 0.50 | 1.25 ± 0.75 | 2.27 ± 0.40 | |
| 10.50 ± 2.10 | 17.75 ± 5.36 | 2.50 ± 1.19 | 1.25 ± 0.48 | 4.25 ± 0.85 | 0.75 ± 0.48 | 0.40 ± 0.40 | |
| 9.25 ± 2.21 | 18.25 ± 3.68 | 1.75 ± 0.63 | 1.50 ± 0.65 | 2.75 ± 0.95 | 0.75 ± 0.48 | 0.00 ± 0.00 | |
| Azadirachtin-ES | 8.75 ± 3.47 | 20.00 ± 4.36 | 3.00 ± 0.71 | 1.75 ± 1.18 | 1.50 ± 0.65 | 1.50 ± 0.65 | 0.00 ± 0.00 |
| Azadirachtin-ELS | 6.25 ± 0.82 | 15.75 ± 3.82 | 0.50 ± 0.50 | 2.75 ± 1.6 | 3.50 ± 0.50 | 1.00 ± 0.58 | 0.78 ± 0.78 |
| Azadirachtin-LS | 6.75 ± 1.93 | 19.00 ± 3.16 | 1.00 ± 0.00 | 1.00 ± 0.71 | 1.25 ± 0.75 | 1.50 ± 0.96 | 0.00 ± 0.00 |
| Water-ES | 3.00 ± 0.70 | 1.50 ± 0.95 | 0.50 ± 0.29 | 0.25 ± 0.25 | 0.25 ± 0.25 | 0.25 ± 0.25 | 10.54 ± 2.63 |
| Water-ELS | 2.50 ± 0.65 | 2.00 ± 1.08 | 0.00 ± 0.00 | 1.00 ± 0.41 | 0.75 ± 0.48 | 0.75 ± 0.48 | 7.39 ± 2.50 |
| Water-LS | 1.25 ± 0.48 | 1.00 ± 0.70 | 0.75 ± 0.48 | 1.00 ± 0.29 | 1.50 ± 0.29 | 0.00 ± 0.00 | 15.56 ± 3.04 |
| Actigard-ES | 2.67 ± 1.15 | 1.00 ± 0.70 | 0.25 ± 0.25 | 0.25 ±0.25 | 1.00 ± 0.71 | 0.25 ± 0.25 | 21.94 ± 3.94 |
| Actigard-ELS | 0.75 ± 0.48 | 0.75 ± 0.48 | 0.25 ± 0.25 | 0.00 ± 0.00 | 1.50 ± 0.87 | 0.5 ± 0.29 | 19.31± 6.97 |
| Actigard-LS | 1.75 ± 1.03 | 2.25 ± 1.31 | 0.00 ± 0.00 | 0.50 ±0.5 | 0.25 ± 0.25 | 0.00 ± 0.00 | 16.12 ± 1.98 |
| 1.25 ± 0.63 | 1.00 ± 0.70 | 0.75 ± 0.48 | 1.25 ± 1.25 | 1.75 ± 0.85 | 0.0 0 ± 0.00 | 8.89 ± 5.11 | |
| 2.50 ± 0.87 | 1.25 ± 0.75 | 0.25 ± 0.25 | 0.25 ± 0.25 | 1.25 ± 0.63 | 0.75 ± 0.25 | 10.92 ± 5.19 | |
| 2.50 ± 0.64 | 0.25 ± 0.25 | 0.00 ± 0.00 | 1.25 ± 0.75 | 1.50 ± 0.87 | 0.25 ± 0.25 | 18.08 ± 3.71 | |
| Azadirachtin-ES | 1.00 ± 0.71 | 1.25 ± 0.75 | 0.25 ± 0.25 | 0.25 ± 0.25 | 1.00 ± 0.71 | 0.75 ± 0.75 | 7.67 ± 3.35 |
| Azadirachtin-ELS | 1.50 ± 0.87 | 0.75 ± 0.48 | 0.00 ± 0.00 | 1.25 ± 0.75 | 0.25 ± 0.25 | 0.25 ± 0.25 | 11.77 ± 6.06 |
| Azadirachtin-LS | 1.75 ± 0.85 | 0.75 ± 0.48 | 0.00 ± 0.00 | 0.75 ± 0.75 | 0.25 ± 0.25 | 0.25 ± 0.25 | 12.38 ± 6.79 |
Notes:
The number of replicates per treatment was four.
DAT, Days after the initial treatment application (i.e., chemical sprayed at wheat stem sawfly egg stage); ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage.
Figure 4Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on the body weight of diapausing larvae (mean ± SE) at the three study locations of Montana.
ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage. (A) Knees, (B) Choteau, (C) Conrad. Circle or triangle of each color bearing the different letters are significantly different (Tukey test, P < 0.05). The number of replicates per treatment was four.
Figure 5Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on total mortality of diapausing larvae (mean ± SE), recorded in dissected stems at final harvest in winter wheat at the three study locations of Montana.
ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage. (A) Knees, (B) Choteau, (C) Conrad. Circle or triangle of each color bearing the different letters are significantly different (Tukey test, P < 0.05). The number of replicates per treatment was four.
Figure 6Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on the wheat stem lodging (mean ± SE) recorded at the harvesting time at the three study locations of Montana.
In y-axis scale, 1 indicates that all plants in a plot were vertical and 10 indicates that all plants in a plot were horizontal during crop harvest time. ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage. (A) Knees, (B) Choteau, (C) Conrad. Circle or triangle of each color bearing the different letters are significantly different (Tukey test, P < 0.05). The number of replicates per treatment was four.
Effects of synthetic plant defense elicitors (Actigard® and cis-jasmone) and Azadirachtin® applications on average yield and quality (± SE) parameters of winter wheat fields infested at the three study locations of Montana.
| Treatment | Yield (kg/ha) | Test weight (kg/m3) | Protein (%) |
|---|---|---|---|
| Water-ES | 3900 ± 186.90 | 788 ± 1.43 | 11 ± 0.05 |
| Water-ELS | 3966 ± 176.98 | 787 ± 4.44 | 11 ± 0.27 |
| Water-LS | 3729 ± 127.53 | 790 ± 6.15 | 12 ± 0.36 |
| Actigard-ES | 3660 ± 246.29 | 795 ± 1.22 | 11 ± 0.18 |
| Actigard-ELS | 3686 ± 198.49 | 797 ± 2.61 | 12 ± 0.18 |
| Actigard-LS | 3809 ± 224.53 | 795 ± 1.39 | 12 ± 0.23 |
| 4045 ± 150.30 | 790 ± 2.81 | 11 ± 0.33 | |
| 4077 ± 89.42 | 793 ± 3.66 | 11 ± 0.13 | |
| 3823 ± 144.05 | 792 ± 0.37 | 11 ± 0.45 | |
| Azadirachtin-ES | 4027 ± 161.50 | 792 ± 1.75 | 11 ± 0.19 |
| Azadirachtin-ELS | 3807 ± 224.22 | 794 ± 0.91 | 11 ± 0.21 |
| Azadirachtin-LS | 3932 ± 142.87 | 791 ± 1.85 | 11 ± 0.21 |
| NS | NS | NS | |
| Water-ES | 3798 ± 311.60 | 770 ± 8.53 | 14 ± 0.29 |
| Water-ELS | 3810 ± 184.51 | 771 ± 7.65 | 13 ± 0.40 |
| Water-LS | 3763 ± 154.44 | 768 ± 8.27 | 14 ± 0.40 |
| Actigard-ES | 3893 ± 423.80 | 766 ± 5.27 | 15 ± 0.40 |
| Actigard-ELS | 3923 ± 373.88 | 789 ± 1.22 | 14 ± 0.30 |
| Actigard-LS | 3972 ± 261.37 | 776 ± 1.62 | 15 ± 0.18 |
| 3949 ± 382.61 | 764 ± 7.60 | 13 ± 1.03 | |
| 3719 ± 134.89 | 777 ± 5.27 | 13 ± 0.42 | |
| 3686 ± 183.94 | 767 ± 7.71 | 15 ± 0.13 | |
| Azadirachtin-ES | 3677 ± 82.25 | 765 ± 9.79 | 14 ± 0.53 |
| Azadirachtin-ELS | 3613 ± 129.84 | 755 ± 8.14 | 14 ± 0.31 |
| Azadirachtin-LS | 3894 ± 166.76 | 768 ± 7.32 | 14 ± 0.45 |
| NS | NS | NS | |
| Water-ES | 4393 ± 817.03 | 793 ± 3.83 | 13 ± 0.32 |
| Water-ELS | 4827 ± 528.68 | 798 ± 6.41 | 13 ± 0.53 |
| Water-LS | 4679 ± 480.06 | 789 ± 2.50 | 13 ± 0.23 |
| Actigard-ES | 4730 ± 587.90 | 796 ± 4.68 | 13 ± 0.32 |
| Actigard-ELS | 4652 ± 402.65 | 791 ± 6.85 | 13 ± 0.28 |
| Actigard-LS | 5003 ± 725.85 | 793 ± 6.60 | 13 ± 0.39 |
| 4828 ± 535.94 | 819 ± 14.03 | 14 ± 0.95 | |
| 5241 ± 340.76 | 796 ± 5.50 | 13 ± 0.20 | |
| 4600 ± 317.66 | 790 ± 4.99 | 13 ± 0.23 | |
| Azadirachtin-ES | 5465 ± 654.48 | 796 ± 4.02 | 13 ± 0.39 |
| Azadirachtin-ELS | 5128 ± 574.57 | 794 ± 5.49 | 13 ± 0.47 |
| Azadirachtin-LS | 5203 ± 751.90 | 788 ± 7.15 | 13 ± 0.44 |
| NS | NS | NS |
Note
The number of replicates per treatment was four.
ES, Egg stage; ELS, Egg and larval stages; LS, Larval stage; NS, no significant.
Linear mixed model fitted to wheat stem sawfly larval body weight (mg), larval mortality (%) and wheat stem lodging (1-10 rating) data with main effects for treatment (chemical type) and application timing and a location for random effect.
| Fixed effect | Parameter estimate | SE | ||
|---|---|---|---|---|
| (Intercept) | 12.90 | 1.12 | 11.48 (135) | <0.001 |
| Treatment ( | 1.86 | 0.53 | 3.49 (135) | 0.01 |
| Treatment (Control) | 2.69 | 0.53 | 5.05 (135) | <0.0001 |
| Treatment (Azadirachtin®) | 1.84 | 0.54 | 3.44 (135) | <0.001 |
| Application timing (egg and larva stage) | −1.22 | 0.46 | −2.66 (135) | 0.01 |
| Application timing (larval stage) | −0.89 | 0.46 | −1.99 (135) | 0.06 |
| (Intercept) | 33.33 | 4.81 | 6.93 (130) | <0.001 |
| Treatment ( | −9.00 | 5.42 | −1.66 (130) | 0.10 |
| Treatment (Control) | −15.25 | 5.42 | −2.81 (130) | 0.01 |
| Treatment (Azadirachtin®) | −7.25 | 5.42 | −1.33 (130) | 0.18 |
| Application timing (egg and larva stage) | 11.25 | 5.42 | 2.08 (130) | 0.04 |
| Application timing (larval stage) | −5.67 | 5.42 | −1.05 (130) | 0.29 |
| −8.17 | 7.67 | −1.14 (130) | 0.26 | |
| Control*egg and larval stage | −8.50 | 7.67 | −1.11 (130) | 0.27 |
| Azadirachtin® *egg and larval stage | −26.50 | 7.67 | −3.46 (130) | <0.001 |
| 13.83 | 7.67 | 1.80 (130) | 0.07 | |
| Control*larval stage | −6.58 | 7.67 | 0.86 (130) | 0.39 |
| Azadirachtin® *larval stage | −6.58 | 7.67 | 1.47 (130) | 0.14 |
| (Intercept) | 5.36 | 0.70 | 7.92 (138) | <0.001 |
| Treatment ( | 1.88 | 0.34 | 5.54 (138) | <0.001 |
| Treatment (Control) | 2.69 | 0.34 | 7.91 (138) | <0.001 |
| Treatment (Azadirachtin®) | 1.11 | 0.34 | 3.26 (138) | 0.001 |
Note:
Parameter estimates are with reference to Actigard® treatment and application timing at egg stage. Degrees of freedom are given in parenthesis.