Impact of the Timing and Use of an Insecticide on Arthropods in Cover-Crop-Corn Systems
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Design and Field Characteristics
2.2. Arthropod Sampling
2.3. Corn Injury Assessment
2.4. Agronomic Parameters
2.5. Statistical Analysis
2.5.1. Arthropod Activity
2.5.2. Agronomic Parameters
3. Results
3.1. Arthropod Activity
3.1.1. 2019 Growing Season
3.1.2. 2020 Growing Season
3.1.3. 2021 Growing Season
3.2. Agronomic Parameters
3.2.1. Cover-Crop Extended Leaf Height
3.2.2. Cover-Crop Biomass
3.2.3. Corn Grain Yield
3.3. Environmental Conditions during the Pitfall Trap Sample Periods
4. Discussion
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
Year | Site | Sampling Period | Cumulative Avg Temperature (°C) | Cumulative Precipitation (mm) |
---|---|---|---|---|
2019 | 1 | 1 | 127.5 | 19.30 |
2 | 210.6 | 43.94 | ||
3 | 198.3 | 18.96 | ||
2 | 1 | 140.3 | 1.27 | |
2 | 130.3 | 1.27 | ||
3 | 131.7 | 2.54 | ||
3 | 1 | 166.1 | 29.46 | |
2 | 166.3 | 43.43 | ||
3 | 192.2 | 34.80 | ||
2020 | 4 | 1 | 196.7 | 3.56 |
2 | 196.1 | 0.00 | ||
3 | 200.0 | 8.64 | ||
5 | 1 | 125.3 | 0.00 | |
2 | 181.7 | 5.59 | ||
3 | 183.9 | 7.87 | ||
6 | 1 | 125.3 | 0.00 | |
2 | 188.9 | 6.60 | ||
3 | 188.3 | 10.92 | ||
2021 | 7 | 1 | 79.4 | 0.00 |
2 | 181.7 | 5.59 | ||
3 | 183.9 | 7.87 | ||
8 | 1 | 79.4 | 0.00 | |
2 | 184.7 | 7.62 | ||
3 | 194.4 | 0.00 |
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Year | Site | Nebraska County | Cover Crop Management | Corn Management | |||||
---|---|---|---|---|---|---|---|---|---|
Cover Crop Planting Dates | Seed Rate (kg·ha−1) | Row Spacing (cm) | Corn Planting | Seed Rate (seeds·ha−1) | Corn Hybrid | Corn Harvest | |||
2019 | 1 | Saunders | 24 October 2018 | 106 | 19 | 28 April 2019 | 79,040 | P1197AM | 24 October 2019 |
2 | Saunders | Late November, 2018 | 67 | 19 | 28 April 2019 | 74,131 | DKC60-88 | 20 October 2019 | |
3 | Lancaster | Late November, 2018 | 73 | 38 | 15 April 2019 | 86,486 | DKC63-90 RIB | 9 October 2019 | |
2020 | 4 | Lancaster | Late October, 2019 | 67 | 19 | 23 April 2020 | 74,131 | DKC60-88 | 15 October 2020 |
5 | Saunders | Late October, 2019 | 73 | Fly | 30 April 2020 | 79,040 | P1366AM | 11 October 2020 | |
6 | Saunders | Late September, 2019 | 67 | 19 | 28 April 2020 | 86,486 | DKC63-90 RIB | 24 October 2020 | |
2021 | 7 | Saunders | Late October, 2020 | 67 | 38 | 26 April 2021 | 79,040 | P1366AM | 4 October 2021 |
8 | Lancaster | Late October, 2020 | 78 | Fly | 1 May 2021 | 86,486 | DKC63-90 RIB | 4 October 2021 |
Year | Site | Nebraska County | Treatment Applications | Measurements | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Cover-Crop termination and Tank Mix Application | Late Insecticide Application | Insecticide Rate (g·ha−1) | Plot Size (m × m) | Sampling Periods (Pitfall Traps) | Corn Injury Assessment | Cover-Crop biomass | |||||
I | II | III | |||||||||
2019 | 1 | Saunders | 6 May 2019 | 22 May 2019 | 142 | 9.14 × 9.14 | 24–28 April 2019 | 6–13 May 2019 | Lost | 30 May 2019 | 6 May 2019 |
2 | Saunders | 2 May 2019 | 1 June 2019 | 142 | 12.16 × 12.16 | 20–24 April 2019 | 2–6 May 2019 | 13–17 May 2019 | 30 May 2019 | 2 May 2019 | |
3 | Lancaster | 2 April 2019 | 3 June 2019 | 142 | 9.14 × 9.14 | 1–5 May 2019 | 22–17 May 2019 | 3–7 June 2019 | 10 June 2019 | 22 May 2019 | |
2020 | 4 | Lancaster | 27 April 2020 | 11 May 2020 | 142 | 27.4 × 30.48 | 30 March–6 April 2020 | 27 April–2 May 2020 | 11–17 May 2020 | 29 May 2020 | 27 April 2020 |
5 | Saunders | 1 May 2020 | 18 May 2020 | 142 | 27.4 × 30.48 | 6–10 April 2020 | 1–6 May 2020 | 18–23 May 2020 | 4 June 2020 | 1 May 2020 | |
6 | Saunders | 1 May 2020 | 18 May 2020 | 142 | 27.43 × 27.43 | 6–10 April 2020 | 1–6 May 2020 | 18–23 May 2020 | 4 June 2020 | 1 May 2020 | |
2021 | 7 | Saunders | 30 April 2021 | 22 May 2021 | 283 | 27.43 × 27.43 | 12–15 April 2021 | 29 April–4 May 2021 | 22–26 May 2021 | 1 June 2021 | 30 April 2021 |
8 | Lancaster | 13 May 2021 | 3 June 2021 | 283 | 27.4 x 30.48 | 12–15 April 2021 | 12–17 May 2021 | 3–7 June 2021 | 7 June 2021 | 13 May 2021 |
Year | Class | Insecta | Arachnida | Chilopoda | Collembola | Total Arthropods | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Order | Hemiptera | Diptera | Coleoptera | ||||||||||||
Family | Aphididae | Anthomyiidae | Sciaridae | Zopheridae | Staphylinidae | Nitidulidae | Carabidae | Larvae | Araneae | Acari | |||||
2019 | Site 1 | Number | 24 | 43 | 67 | 58 | 86 | 64 | 36 | 50 | 68 | 1629 | 7 | 574 | 2880 |
% | 0.8 | 1.5 | 2.3 | 2 | 3 | 2.2 | 1.3 | 1.7 | 2.4 | 56.6 | 0.2 | 19.9 | 100 | ||
Site 2 | Number | 0 | 145 | 35 | 79 | 135 | 27 | 40 | 39 | 43 | 2130 | 13 | 4442 | 7245 | |
% | 0 | 2 | 0.5 | 1.1 | 1.9 | 0.4 | 0.6 | 0.5 | 0.6 | 29.4 | 0.2 | 61.3 | 100 | ||
Site 3 | Number | 571 | 50 | 2 | 504 | 30 | 174 | 127 | 131 | 104 | 957 | 0 | 281 | 3137 | |
% | 18.2 | 1.6 | 0.1 | 16.1 | 1 | 5.5 | 4 | 4.2 | 3.3 | 30.5 | 0 | 9 | 100 | ||
2020 | Site 4 | Number | 1139 | 0 | 20 | 1463 | 39 | 451 | 145 | 31 | 211 | 220 | 6 | 1067 | 5029 |
% | 22.6 | 0 | 0.4 | 29.1 | 0.8 | 9 | 2.9 | 0.6 | 4.2 | 4.4 | 0.1 | 21.2 | 100 | ||
Site 5 | Number | 843 | 316 | 22 | 1191 | 37 | 941 | 65 | 16 | 133 | 274 | 83 | 1870 | 5875 | |
% | 14.3 | 5.4 | 0.4 | 20.3 | 0.6 | 16 | 1.1 | 0.3 | 2.3 | 4.7 | 1.4 | 31.8 | 100 | ||
Site 6 | Number | 154 | 104 | 25 | 345 | 35 | 931 | 26 | 326 | 119 | 48 | 39 | 914 | 3124 | |
% | 4.9 | 3.3 | 0.8 | 11 | 1.1 | 29.8 | 0.8 | 10.4 | 3.8 | 1.5 | 1.2 | 29.3 | 100 | ||
2021 | Site 7 | Number | 3 | 24 | 95 | 255 | 5 | 107 | 69 | 7 | 135 | 154 | 101 | 1869 | 2870 |
% | 0.1 | 0.8 | 3.3 | 8.9 | 0.2 | 3.7 | 2.4 | 0.2 | 4.7 | 5.4 | 3.5 | 65.1 | 100 | ||
Site 8 | Number | 41 | 4 | 266 | 108 | 13 | 206 | 21 | 0 | 71 | 874 | 0 | 1405 | 3157 | |
% | 1.3 | 0.1 | 8.4 | 3.4 | 0.4 | 6.5 | 0.7 | 0 | 2.2 | 27.7 | 0 | 44.5 | 100 |
Year | Class | Insecta | Arachnida | Collembola | Total Arthropods | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Order | Hemiptera | Diptera | Coleoptera | - | - | ||||||||||
Family | Aphididae | Anthomyiidae | Sciaridae | Zopheridae | Staphalynidae | Nitidulidae | Carabidae | Larvae | Araneae | Acari | - | ||||
2019 | Site 1 | SMP | F | n/a | 10.78 | n/a | 12.59 | 16.68 | 3.58 | 8.19 | 4.91 | 1.11 | 85.41 | 20.17 | 66.98 |
df 2 | 1, 13 | 1, 13 | 1, 13 | 1, 12 | 1, 13 | 1, 13 | 1, 13 | 1, 13 | 1, 13 | 1, 12 | |||||
P | 0.009 | 0.006 | 0.001 | 0.083 | 0.013 | 0.095 | 0.310 | <0.0001 | 0.001 | <0.0001 | |||||
Trt | F | 0.54 | 0.91 | 0.88 | 0.64 | 0.34 | 2.58 | 1.88 | 0.21 | 1.45 | 0.58 | ||||
df | 2, 13 | 2, 13 | 2, 13 | 2, 12 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | |||||
P | 0.612 | 0.466 | 0.452 | 0.544 | 0.715 | 0.114 | 0.192 | 0.813 | 0.270 | 0.573 | |||||
SMP*Trt | F | 0.09 | 0.16 | 1.2 | 0.12 | 0.66 | 0.81 | 0.07 | 0.01 | 3.2 | 0.67 | ||||
df | 2, 13 | 2, 13 | 2, 13 | 2, 12 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | 2, 13 | |||||
P | 0.979 | 0.856 | 0.333 | 0.885 | 0.533 | 0.464 | 0.928 | 0.991 | 0.074 | 0.527 | |||||
Site 2 | SMP | F | n/a | 0.87 | n/a | 8.11 | 7.61 | 5.75 | 2.75 | 5.42 | n/a | 0.36 | 4.84 | 5.43 | |
df | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | ||||||
P | 0.3763 | 0.019 | 0.022 | 0.040 | 0.132 | 0.0450 | 0.565 | 0.055 | 0.045 | ||||||
Trt | F | 4.4 | 1.17 | 1.59 | 0.54 | 0.11 | 3.57 | 2.46 | 1.74 | 3.87 | |||||
df | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | ||||||
P | 0.097 | 0.354 | 0.256 | 0.601 | 0.894 | 0.072 | 0.142 | 0.230 | 0.081 | ||||||
SMP*Trt | F | 5.08 | 0.23 | 2.06 | 0.2 | 0.3 | 0.81 | 1.21 | 0.05 | 0.41 | |||||
df | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | ||||||
P | 0.083 | 0.796 | 0.183 | 0.825 | 0.746 | 0.475 | 0.343 | 0.947 | 0.674 | ||||||
Site 3 1 | SMP | F | 2.75 | 15.85 | n/a | 0.83 | 4.69 | 18.65 | 51.02 | 22.95 | 25.14 | 116.07 | 95.92 | 247.11 | |
df | 1, 9 | 2, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | 1, 9 | ||||
P | 0.132 | 0.003 | 0.387 | 0.059 | 0.002 | <0.0001 | 0.001 | 0.001 | <0.0001 | <0.0001 | <0.0001 | ||||
Trt | F | 4.19 | 0.61 | 1.09 | 1.17 | 1.68 | 0.52 | 2.93 | 0.87 | 2.13 | 0.67 | 4.52 | |||
df | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | ||||
P | 0.052 | 0.565 | 0.376 | 0.353 | 0.240 | 0.610 | 0.105 | 0.452 | 0.175 | 0.536 | 0.044 | ||||
SMP*Trt | F | 2.08 | 0.28 | 1.41 | 0.73 | 1.28 | 0.4 | 2.27 | 0.56 | 0.22 | 0.91 | 5.57 | |||
df | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2, 9 | 2. 9 | 2, 9 | 2, 9 | 2, 9 | ||||
P | 0.187 | 0.766 | 0.294 | 0.509 | 0.323 | 0.682 | 0.159 | 0.452 | 0.810 | 0.438 | 0.027 | ||||
2020 | Site 4 | SMP | F | 34.45 | n/a | n/a | 42.42 | n/a | 61.51 | 0.05 | n/a | 47.29 | n/a | 17.02 | 0.67 |
df | 1, 15 | 1, 12 | 1, 12 | 1, 12 | 1, 15 | 1, 12 | 1, 15 | ||||||||
P | <0.0001 | <0.0001 | <0.0001 | 0.0945 | <0.0001 | 0.002 | 0.001 | ||||||||
Trt | F | 2.3 | 0.63 | 0.94 | 0.64 | 0.96 | 2.31 | 0.24 | |||||||
df | 2, 15 | 2, 12 | 2, 12 | 2. 12 | 2, 15 | 2, 12 | 2, 15 | ||||||||
P | 0.119 | 0.612 | 0.468 | 0.601 | 0.437 | 0.157 | 0.843 | ||||||||
SMP*Trt | F | 1.3 | 0.26 | 1.24 | 2.8 | 0.17 | 0.42 | 0.13 | |||||||
df | 2, 15 | 2, 12 | 2, 12 | 2, 12 | 2, 15 | 2, 15 | 2, 15 | ||||||||
P | 0.311 | 0.855 | 0.345 | 0.078 | 0.904 | 0.743 | 0.938 | ||||||||
Site 5 | SMP | F | 112.17 | 9.77 | n/a | 0.06 | n/a | 31.79 | 0.84 | n/a | 0.42 | 15.78 | 31.52 | 0.14 | |
df | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | ||||||
P | <0.0001 | 0.012 | 0.817 | <0.0001 | 0.382 | 0.633 | 0.001 | <0.0001 | 0.712 | ||||||
Trt | F | 6.8 | 0.5 | 1.86 | 0.15 | 2.16 | 0.76 | 1.57 | 0.54 | 1.69 | |||||
df | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | ||||||
P | 0.006 | 0.623 | 0.219 | 0.860 | 0.151 | 0.630 | 0.109 | 0.489 | 0.245 | ||||||
SMP*Trt | F | 4.42 | 2.56 | 1.41 | 0.34 | 8.66 | 0.31 | 0.16 | 0.12 | 2.62 | |||||
df | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | ||||||
P | 0.026 | 0.141 | 0.290 | 0.718 | 0.010 | 0.422 | 0.856 | 0.982 | 0.127 | ||||||
Site 6 | SMP | F | 18.45 | 3.88 | n/a | 5.71 | n/a | 2.34 | 0.03 | n/a | 11.59 | 1.01 | 10.21 | 0.73 | |
df | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 10 | 1, 15 | 1, 10 | 1, 10 | 1, 10 | ||||||
P | 0.001 | 0.068 | 0.042 | 0.161 | 0.897 | 0.004 | 0.246 | 0.012 | 0.005 | ||||||
Trt | F | 2.26 | 2.18 | 2.04 | 0.03 | 0.16 | 0.2 | 0.98 | 0.54 | 3.38 | |||||
df | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 15 | 2, 10 | 2, 10 | 2, 10 | ||||||
P | 0.167 | 0.148 | 0.204 | 0.967 | 0.870 | 0.821 | 0.810 | 0.604 | 0.085 | ||||||
SMP*Trt | F | 0.86 | 1.01 | 1.68 | 2.01 | 1.58 | 3.51 | 0.66 | 0.95 | 2.14 | |||||
df | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 10 | 2, 15 | 2, 10 | 2, 10 | 2, 10 | ||||||
P | 0.444 | 0.389 | 0.242 | 0.191 | 0.350 | 0.096 | 0.583 | 0.425 | 0.172 | ||||||
2021 | Site 7 | SMP | F | n/a | 0.22 | 0.6158 | 7.48 | n/a | 0.17 | 1.86 | n/a | 1.01 | 9.6 | 38.56 | 22.3 |
df | 1, 15 | 1, 15 | 1, 15 | 1, 15 | 1, 15 | 1, 15 | 1, 15 | 1, 6 | 1, 6 | ||||||
P | 0.659 | 0.616 | 0.015 | 0.688 | 0.193 | 0.332 | 0.029 | 0.001 | 0.005 | ||||||
Trt | F | 1.27 | 1.2 | 0.79 | 1.72 | 0.21 | 1.15 | 0.33 | 0.56 | 0.44 | |||||
df | 2, 15 | 2, 12 | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 6 | 2, 6 | ||||||
P | 0.313 | 0.341 | 0.471 | 0.244 | 0.813 | 0.344 | 0.737 | 0.600 | 0.667 | ||||||
SMP*Trt | F | 1.65 | 0.55 | 0.52 | 2.46 | 0.92 | 0.1 | 0.68 | 0.62 | 0.35 | |||||
df | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 15 | 2, 6 | 2, 6 | ||||||
P | 0.212 | 0.604 | 0.603 | 0.119 | 0.420 | 0.903 | 0.554 | 0.568 | 0.723 | ||||||
Site 8 | SMP | F | n/a | 0.13 | 2.17 | 17.68 | n/a | 26.06 | 0.03 | n/a | 3.17 | 57.72 | 58.26 | 3.33 | |
df | 1, 11 | 1, 11 | 1, 11 | 1, 11 | 1, 11 | 1, 11 | 1, 11 | 1, 11 | 1, 11 | ||||||
P | 0.815 | 0.099 | 0.002 | 0.001 | 0.882 | 0.326 | <0.0001 | <0.0001 | 0.101 | ||||||
Trt | F | 0.8 | 0.15 | 0.3 | 1.11 | 0.4 | 1.89 | 1.25 | 0.3 | 0.73 | |||||
df | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | ||||||
P | 0.764 | 0.865 | 0.746 | 0.355 | 0.745 | 0.459 | 0.403 | 0.745 | 0.543 | ||||||
SMP*Trt | F | 0.98 | 1.11 | 0.17 | 1.05 | 1.51 | 1.42 | 1.15 | 8.66 | 12.13 | |||||
df | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | 2, 11 | ||||||
P | 0.697 | 0.451 | 0.843 | 0.382 | 0.499 | 0.511 | 0.367 | 0.006 | 0.003 |
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Carmona, G.I.; Robinson, E.; Campos, J.N.D.; McMechan, A.J. Impact of the Timing and Use of an Insecticide on Arthropods in Cover-Crop-Corn Systems. Insects 2022, 13, 348. https://doi.org/10.3390/insects13040348
Carmona GI, Robinson E, Campos JND, McMechan AJ. Impact of the Timing and Use of an Insecticide on Arthropods in Cover-Crop-Corn Systems. Insects. 2022; 13(4):348. https://doi.org/10.3390/insects13040348
Chicago/Turabian StyleCarmona, Gabriela Inveninato, Emily Robinson, Julia Nogueira Duarte Campos, and Anthony Justin McMechan. 2022. "Impact of the Timing and Use of an Insecticide on Arthropods in Cover-Crop-Corn Systems" Insects 13, no. 4: 348. https://doi.org/10.3390/insects13040348
APA StyleCarmona, G. I., Robinson, E., Campos, J. N. D., & McMechan, A. J. (2022). Impact of the Timing and Use of an Insecticide on Arthropods in Cover-Crop-Corn Systems. Insects, 13(4), 348. https://doi.org/10.3390/insects13040348