Use of a Miniature Optical Engine for Age Classifying Wild-Caught Coquillettidia perturbans in the Shortwave Infrared Region.

Pub Date : 2023-03-01 DOI:10.2987/22-7079
Christopher L Swab, Curtis R Best, Frank H Cornine, David R Segal, Sam R Telford
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Abstract

Near-infrared spectroscopy (NIRS), coupled with modeling and chemometrics, has been used to age grade anopheline and aedine mosquitoes; however, NIRS has not been widely used in field studies to assign mosquitoes to age classes. One reason is the relative cost of NIRS spectrometers. We developed a spectrometer system incorporating a miniature optical engine generating spectra in the shortwave infrared region, calibrated it using laboratory-reared Aedes aegypti, and evaluated its utility to age grade wild-caught cattail mosquitoes, Coquillettidia perturbans. As a refinement of the method, we compared a scoring system based on spectral data point outliers with the typical chemometrics that have been used with NIRS. This inexpensive system (<$3,600) could reliably discriminate between age cohorts of mosquitoes and has the potential for more detailed age grading. Laboratory-reared Ae. aegypti demonstrated a decline in the fraction of spectral outliers with age, and field-collected Cq. perturbans similarly demonstrated such a decline (greater in newly emerged mosquitoes) with date of collection, consistent with their univoltine demography in Massachusetts. We conclude that an economical NIRS system may be able to provide a quantitative dichotomous (young versus old) assessment of field-collected mosquito samples, and thereby may be used to complement abundance-based analyses of the efficacy of adulticiding applications.

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利用微型光学引擎对短波红外区域野生捕获的Coquillettidia微扰进行年龄分类。
近红外光谱(NIRS),结合建模和化学计量学,已被用于按蚊和伊蚊的年龄分级;然而,近红外光谱尚未广泛应用于实地研究,以确定蚊子的年龄等级。原因之一是近红外光谱仪的相对成本。我们开发了一种包含微型光学引擎的光谱仪系统,在短波红外区域产生光谱,并使用实验室饲养的埃及伊蚊对其进行校准,并评估了其对野生年龄级香氛蚊子Coquillettidia摄动的实用性。作为该方法的改进,我们将基于光谱数据点异常值的评分系统与已用于近红外光谱的典型化学计量学进行了比较。这种廉价的系统(
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