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Use of hyperspectral remote sensing to examine immature blow fly development

机译:使用高光谱遥感检查未成熟的蝇蝇发育

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摘要

Medico-legal entomology, the study and application of insect science to criminal investigations, is most notably used to estimate a minimum post-mortem interval (minPMI). Examining blow fly development to make this estimation provides the minimum time it takes to reach the oldest stage associated with the remains. Unfortunately, providing the time it takes to reach a stage may underestimate the age of the insects during the lengthier post feeding stage and intra-puparial period. Hyperspectral remote sensing is introduced as a means to solve this issue and to examine the potential for narrowing these lengthier stages into days within the stages. Hyperspectral remote sensing involves sensing, recording and processing reflected and emitted energy to produce point source measurements. Spectral measurements of both immature Protophormia terraenovae and Lucilia sericata were completed from second instar to adult emergence from the mid-section, anterior and posterior ends of developing immature blow flies. Functional regressions and coefficient functions were examined for model prediction and generalization to identify demarcations within stadia to age the immature blow flies. Aging P. terraenovae larvae was successful at wavelengths ranging from 400-1000nm, however, at that wavelength range, only the last day of the intra-puparial period could be distinguished from the first five days. Immature Lucilia sericata were examined at a wider range of wavelengths (350-2500nm) and model prediction and generalization for both pupae and larvae was possible. Similarities and differences were found between species and potential contributing factors were considered such as range of wavelengths analyzed, food substrate, significance of washing away surface contaminants before measuring, contributions of cuticular hydrocarbons, and potential surface bacteria, best region to measure the immature blow fly and replication experiments. Hyperspectral remote sensing not only allows an entomologist to incorporate more precision in their estimate but error rates are also introduced which is required of a forensic science according to the National Academy of Sciences.
机译:法定医学昆虫学,即昆虫科学在刑事调查中的研究和应用,最著名的是用于估计最小验尸间隔(minPMI)。检查blow蝇的发育情况以进行此估算可提供最短的时间,以达到与遗体相关的最老的阶段。不幸的是,提供更长的时间进入一个阶段可能会低估昆虫在较长的喂食后阶段和腔内阶段的年龄。引入高光谱遥感是解决此问题并研究将这些较长阶段缩小为几天的一种方法。高光谱遥感涉及传感,记录和处理反射和发射的能量,以产生点源测量值。从第二龄期到成年幼虫从发育中的未成熟蝇蝇的中部,前后两端完成对未成熟的原生动物原虫和Lucilia sericata的光谱测量。检查了功能回归和系数函数,以进行模型预测和概括,以识别体育场中的分界以使未成熟的蝇蝇变老。在400-1000nm的波长范围内,衰老的P. terraenovae幼虫是成功的,但是,在该波长范围内,只有眼内期的最后一天可以与前五天区分开。未成熟的Lucilia sericata在更宽的波长范围内(350-2500nm)进行了检查,model和幼虫的模型预测和泛化都是可能的。发现了物种之间的异同,并考虑了潜在的影响因素,例如分析的波长范围,食物基质,在测量之前洗去表面污染物的重要性,表皮碳氢化合物的贡献以及潜在的表面细菌,未成熟蝇蝇的最佳测量区域。和复制实验。根据国家科学院的说法,高光谱遥感不仅使昆虫学家能够在其估算中纳入更高的精度,而且还引入了误码率,这是法医科学所要求的。

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    Warren Jodie-Ann;

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