
散装花生和玉米中谷斑皮蠹和花斑皮蠹的声音识别方法
Bioacoustic detection of Trogoderma granarium and Trogoderma variabile in bulk stored peanut and corn
常菲菲1, 2** 杨晓军1 鲁玉杰2, 3 郑斯竹1*** 苗世远3 娄定风4
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DOI:10.7679/j.issn.2095-1353.2025.033
作者单位:1. 南京海关动植物与食品检测中心,南京 210001;2. 河南工业大学粮食和物资储备学院,郑州 450001; 3. 江苏科技大学粮食学院,镇江 212000;4. 深圳海关动植物检验检疫技术中心,深圳 518045
中文关键词: 谷斑皮蠹;花斑皮蠹;生物声学;虫声峰值;脉冲数;频率峰值
英文关键词:Trogoderma granarium; Trogoderma variabile; bioacoustic; peak of insect sounds; number of pulses; peak of frequency
中文摘要:
【目的】 对谷斑皮蠹Trogoderma granarium和花斑皮蠹Trogoderma
variabile成、幼虫取食花生和玉米的声音进行参数分析,以通过声学方法实现2种皮蠹种类和虫态的鉴定。【方法】 采用声学软件Cool Edit PRO对2种皮蠹成、幼虫取食花生和玉米的声音进行时频域分析,统计时频域上的特征声音参数虫声峰值、脉冲数及频率峰值并进行统计分析。【结果】 取食花生时的声音参数分析,成虫对比:谷斑皮蠹与花斑皮蠹成虫在虫声峰值上存在显著差异(P<0.05)。幼虫对比:谷斑皮蠹与花斑皮蠹幼虫在脉冲数上存在显著差异(P<0.05)。成虫与幼虫对比:谷斑皮蠹和花斑皮蠹的成虫与其幼虫之间在虫声峰值和脉冲数上均表现出显著差异(P<0.05)。取食玉米时的声音参数分析,成虫对比:谷斑皮蠹与花斑皮蠹成虫在虫声峰值和频率峰值上存在显著差异(P<0.05)。幼虫对比:谷斑皮蠹与花斑皮蠹幼虫在脉冲数上存在显著差异(P<0.05)。成虫与幼虫对比:谷斑皮蠹和花斑皮蠹的成虫与其幼虫在虫声峰值和脉冲数上存在显著差异(P<0.05)。【结论】 在2种皮蠹取食花生的声音中,谷斑皮蠹成虫的虫声峰值[(﹣11.33± 0.69) dB]>花斑皮蠹成虫[(﹣13.37±1.06) dB],谷斑皮蠹幼虫的脉冲数[(21.40±3.37)个]<花斑皮蠹幼虫[(27.40±1.63)个],谷斑皮蠹成虫的虫声峰值和脉冲数[(5.60±0.60)个]<幼虫的虫声峰值[(﹣6.85±0.51) dB]和脉冲数,花斑皮蠹成虫的虫声峰值和脉冲数[(2.20±0.59)个]<幼虫的虫声峰值[(﹣4.96±0.39) dB]和脉冲数,说明通过虫声峰值或脉冲数可以区分2种皮蠹的种类和虫态。在取食玉米的声音中,谷斑皮蠹成虫的虫声峰值[(﹣23.44±1.80) dB]和频率峰值[(4451.50±165.34) Hz]<花斑皮蠹成虫的虫声峰值[(﹣18.02± 0.70) dB]和频率峰值[(4857.50±176.36) Hz],谷斑皮蠹幼虫的脉冲数[(16.20±1.16)个]<花斑皮蠹幼虫[(23.60±2.41)个],谷斑皮蠹成虫的虫声峰值和脉冲数[(1.75±0.19)个]<幼虫的虫声峰值[(﹣7.68±0.65) dB]和脉冲数,花斑皮蠹成虫的虫声峰值和脉冲数[(1.60±0.65)个]<幼虫的虫声峰值[(﹣7.24±0.66) dB]和脉冲数,说明通过虫声峰值和脉冲数可以区分2种皮蠹的种类和虫态,通过频率峰值可以完成2种皮蠹成虫种类的区分。
英文摘要:
[Aim] The bioacoustic parameters of adults and larvae of Trogoderma
granarium and Trogoderma variabile feeding on peanuts and corn were
analyzed to develop a way of using acoustic methods to identify the species and
developmental stage of these pests in bulk stored peanuts and corn. [Methods] The acoustic software Cool
Edit PRO was used to perform time-frequency domain analysis on the sounds
produced by adults and larvae of two species while feeding on peanuts and corn.
Statistical analysis was performed on characteristic acoustic parameters of
insect sounds in the time-frequency domain, including the peak sounds, number
of pulses, and the peak frequencies, to determine key identifying features. [Results] There were significant differences
in the peak sounds of adult of T. granarium and T. variabile (P<0.05). Significant differences in the number of pulses produced by
the larvae of T. granarium and T. variabile (P<0.05). Significant differences between adults and larvae in sound
peak and number of pulses (P<0.05). When
feeding on corn, there were significant differences in the peak sounds and peak
frequencies of adult of T. granarium and T. variabile (P<0.05). Significant differences in the number of pulses produced by
the larvae of T. granarium and T. variabile (P<0.05). Significant differences between adults and larvae in peak
sounds and number of pulses (P<0.05). [Conclusion] In
the sounds of the two Trogoderm feeding on peanut, The peak sounds of
adult T. granarium[(﹣11.33±0.69)
dB]>T. variabile adult[(﹣13.37±1.06) dB]. The number of pulses of T. granarium larvae (21.40±3.37)<T. variabile larvae (27.40±1.63). The peak sounds
and number of pulses (5.60±0.60) of adult T. granarium<the peak
sounds[(﹣6.85±0.51)
dB] and number of pulses of larvae. The peak sounds and number of
pulses[2.20±0.59] of adult T. variabile<the peak sounds[(﹣4.96±0.39) dB] and number of pulses of larvae. This indicates
that the species and stages of the two Trogoderm can be distinguished by
peak sounds or number of pulses. In the two Trogoderm feeding on corn,
the peak sounds[(﹣23.44±1.80)
dB] and frequency peak[(4 451.50±165.34) Hz] of adult T. granarium<the
peak asounds[(﹣18.02±0.70)
dB] and frequency peak [(4 857.50±176.36) Hz] of adult T. variabile. The
number of pulses of T. granarium larvae (16.20±1.16)<T. variabile larvae (23.60±2.41). The peak sounds and number of pulses[(1.75±0.19)] of adult T. granarium<the peak sounds[(﹣7.68±0.65) dB] and number of pulses of larvae. The peak sounds and
number of pulses (1.60±0.65) of adult T. variabile<the peak sounds [(﹣7.24±0.66) dB] and number of pulses of larvae. This indicates
that the species and stages of the two Trogoderm can be distinguished by
peak sounds and number of pulses, and the species of the two adult Trogoderm can be distinguished by frequency peak.