
Journal of Zhejiang Agricultural Sciences ›› 2026, Vol. 67 ›› Issue (1): 125-135.DOI: 10.16178/j.issn.0528-9017.20250677
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CUI Can1(
), QIAN Linghan1,2, GUAN Yun1, WU Yanzhou3, ZHANG Hualu3, ZHONG Yingmei1, LAI Weizhao2, LI Shenlei1,2,*(
)
Received:2025-09-25
Online:2026-01-11
Published:2026-01-19
Contact:
LI Shenlei
CLC Number:
CUI Can, QIAN Linghan, GUAN Yun, WU Yanzhou, ZHANG Hualu, ZHONG Yingmei, LAI Weizhao, LI Shenlei. Temporal dynamics of major insect pests in early season rice and their key meteorological driving factors in Zengcheng, Guangdong[J]. Journal of Zhejiang Agricultural Sciences, 2026, 67(1): 125-135.
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| 气象因子 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | Y1 | Y2 | Y3 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| X1 | 0.725** | 0.916** | 0.396* | 0.354* | 0.327* | 0.362* | -0.167 | -0.320* | 0.010 | 0.327* | 0.595** | -0.034 |
| (0.040) | (<0.001) | (0.834) | ||||||||||
| X2 | 0.629** | 0.267 | 0.353* | 0.259 | 0.348* | -0.347* | -0.252 | -0.018 | 0.615** | 0.562** | -0.109 | |
| (<0.001) | (<0.001) | (0.501) | ||||||||||
| X3 | 0.317* | 0.293 | 0.252 | 0.291 | -0.184 | -0.349* | 0.017 | 0.180 | 0.416** | -0.025 | ||
| (0.267) | (0.008) | (0.881) | ||||||||||
| X4 | 0.738** | 0.904** | 0.771** | 0.447** | 0.003 | -0.043 | 0.447** | 0.223 | 0.297 | |||
| (0.004) | (0.168) | (0.063) | ||||||||||
| X5 | 0.871** | 0.974** | 0.194 | 0.065 | -0.183 | 0.353* | 0.306 | 0.513** | ||||
| (0.025) | (0.055) | (0.001) | ||||||||||
| X6 | 0.907** | 0.498** | 0.160 | -0.069 | 0.439** | 0.199 | 0.403* | |||||
| (0.005) | (0.218) | (0.010) | ||||||||||
| X7 | 0.208 | 0.048 | -0.128 | 0.382* | 0.285 | 0.491** | ||||||
| (0.015) | (0.075) | (0.001) | ||||||||||
| X8 | 0.521** | 0.085 | 0.116 | -0.186 | 0.270 | |||||||
| (0.475) | (0.250) | (0.092) | ||||||||||
| X9 | -0.041 | 0.017 | -0.049 | 0.097 | ||||||||
| (0.916) | (0.765) | (0.553) | ||||||||||
| -0.240 | -0.320* | -0.143 | ||||||||||
| (0.136) | (0.044) | (0.378) |
Table 1 Correlation between populations of three major rice pests and meteorological factors in early-season rice
| 气象因子 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | Y1 | Y2 | Y3 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| X1 | 0.725** | 0.916** | 0.396* | 0.354* | 0.327* | 0.362* | -0.167 | -0.320* | 0.010 | 0.327* | 0.595** | -0.034 |
| (0.040) | (<0.001) | (0.834) | ||||||||||
| X2 | 0.629** | 0.267 | 0.353* | 0.259 | 0.348* | -0.347* | -0.252 | -0.018 | 0.615** | 0.562** | -0.109 | |
| (<0.001) | (<0.001) | (0.501) | ||||||||||
| X3 | 0.317* | 0.293 | 0.252 | 0.291 | -0.184 | -0.349* | 0.017 | 0.180 | 0.416** | -0.025 | ||
| (0.267) | (0.008) | (0.881) | ||||||||||
| X4 | 0.738** | 0.904** | 0.771** | 0.447** | 0.003 | -0.043 | 0.447** | 0.223 | 0.297 | |||
| (0.004) | (0.168) | (0.063) | ||||||||||
| X5 | 0.871** | 0.974** | 0.194 | 0.065 | -0.183 | 0.353* | 0.306 | 0.513** | ||||
| (0.025) | (0.055) | (0.001) | ||||||||||
| X6 | 0.907** | 0.498** | 0.160 | -0.069 | 0.439** | 0.199 | 0.403* | |||||
| (0.005) | (0.218) | (0.010) | ||||||||||
| X7 | 0.208 | 0.048 | -0.128 | 0.382* | 0.285 | 0.491** | ||||||
| (0.015) | (0.075) | (0.001) | ||||||||||
| X8 | 0.521** | 0.085 | 0.116 | -0.186 | 0.270 | |||||||
| (0.475) | (0.250) | (0.092) | ||||||||||
| X9 | -0.041 | 0.017 | -0.049 | 0.097 | ||||||||
| (0.916) | (0.765) | (0.553) | ||||||||||
| -0.240 | -0.320* | -0.143 | ||||||||||
| (0.136) | (0.044) | (0.378) |
| 害虫种类 | 气象因子 | 线性回归方程 | F值 | p值 | 调整R2 |
|---|---|---|---|---|---|
| 二化螟 | X1、X2、X4 | Y1=-18 554.202-12.905X1+1 241.607X2+555.958X4 | 14.117 | <0.001 | 0.502 |
| 稻飞虱 | X1、X3、X10 | Y2=7 762.875+53.881X1-57.996X3-738.285X10 | 15.300 | <0.001 | 0.524 |
| 稻纵卷叶螟 | X5 | Y3=-1 409.818+104.573X5 | 13.546 | 0.001 | 0.243 |
Table 2 Stepwise regression models for abundance of three major pests in early-season rice
| 害虫种类 | 气象因子 | 线性回归方程 | F值 | p值 | 调整R2 |
|---|---|---|---|---|---|
| 二化螟 | X1、X2、X4 | Y1=-18 554.202-12.905X1+1 241.607X2+555.958X4 | 14.117 | <0.001 | 0.502 |
| 稻飞虱 | X1、X3、X10 | Y2=7 762.875+53.881X1-57.996X3-738.285X10 | 15.300 | <0.001 | 0.524 |
| 稻纵卷叶螟 | X5 | Y3=-1 409.818+104.573X5 | 13.546 | 0.001 | 0.243 |
| 害虫 | 气象因子 | 偏相关系数(r) | T检验值 | p值 |
|---|---|---|---|---|
| 二化螟 | X1 | -0.377 | -2.443 | 0.020 |
| X2 | 0.637 | 4.958 | <0.001 | |
| X4 | 0.473 | 3.222 | 0.003 | |
| 稻飞虱 | X1 | 0.624 | 4.791 | <0.001 |
| X3 | -0.430 | -2.858 | 0.007 | |
| X10 | -0.434 | -2.891 | 0.006 |
Table 3 Partial correlation analysis of Chilo suppressalis and rice planthoppers population densities with meteorological factors
| 害虫 | 气象因子 | 偏相关系数(r) | T检验值 | p值 |
|---|---|---|---|---|
| 二化螟 | X1 | -0.377 | -2.443 | 0.020 |
| X2 | 0.637 | 4.958 | <0.001 | |
| X4 | 0.473 | 3.222 | 0.003 | |
| 稻飞虱 | X1 | 0.624 | 4.791 | <0.001 |
| X3 | -0.430 | -2.858 | 0.007 | |
| X10 | -0.434 | -2.891 | 0.006 |
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