Sharma Chandra Prakash, Sharma Sweety, Sharma Vishal, Singh Rajinder
Wildlife Forensic cell, Wildlife Institute of India, Dehradun, Uttarakhand, India.
Department of Forensic Science, Punjabi University, Patiala, Punjab, India.
Sci Justice. 2019 Nov;59(6):622-629. doi: 10.1016/j.scijus.2019.08.002. Epub 2019 Aug 12.
Differentiation and identification of Royal Bengal Tiger (Panthera tigris tigris) and Indian Leopard (Panthera pardus fusca) claws is a challenging task in wildlife forensics, due to similarity in their morphology, anatomy and chemical compositions as both the species are closely related to each other genetically. ATR-FTIR spectroscopy, which offers a non-destructive and safe alternative technique to other conventional methods, has been employed in the present work to differentiate claws of Royal Bengal Tiger and Indian Leopard. An attempt has been made to differentiate 31 reference claw samples from 16 different Royal Bengal Tigers, 15 different Indian Leopards, and 10 fake claws using ATR-FTIR spectroscopy supplemented with PCA, PLS-DA, and LDA. PCA could not distinguish the samples of two closely related species among themselves as well as from the fake claws. On the other hand, PLS-DA and LDA models both yielded highly significant classification rate for differentiation among the samples of Royal Bengal Tiger, Indian Leopard, and their fake counterparts. Further, seven blind claw samples that were pretended to be unknown to the analyst of both the species are also examined and identified correctly to their respective groups. The R-Square value obtained for PLS-DA model to differentiate Royal Bengal Tiger, Indian Leopard, and fake claws is 0.99, which is highly significant for predictive accuracy. This study shows that ATR-FTIR spectroscopy with PLS-DA/LDA has a potential to present a rapid, non-destructive, reliable, and eco-friendly approach for the accurate identification and differentiation of Royal Bengal Tiger and Indian Leopard claws.
在野生动物法医鉴定中,区分孟加拉虎(Panthera tigris tigris)和印度豹(Panthera pardus fusca)的爪子是一项具有挑战性的任务,因为它们在形态、解剖结构和化学成分上相似,这两个物种在基因上彼此密切相关。衰减全反射傅里叶变换红外光谱(ATR-FTIR光谱)为其他传统方法提供了一种无损且安全的替代技术,在本研究中被用于区分孟加拉虎和印度豹的爪子。本研究尝试使用ATR-FTIR光谱,并辅以主成分分析(PCA)、偏最小二乘判别分析(PLS-DA)和线性判别分析(LDA),对来自16只不同孟加拉虎、15只不同印度豹的31个参考爪子样本以及10个假爪子进行区分。主成分分析无法区分这两个亲缘关系密切的物种的样本,也无法将它们与假爪子区分开来。另一方面,偏最小二乘判别分析和线性判别分析模型在区分孟加拉虎、印度豹及其假爪子样本方面均产生了高度显著的分类率。此外,还对7个分析师假装对两个物种都未知的盲测爪子样本进行了检查,并正确地将它们归到各自的类别中。用于区分孟加拉虎、印度豹和假爪子的偏最小二乘判别分析模型获得的R平方值为0.99,这对于预测准确性来说是非常显著的。这项研究表明,结合偏最小二乘判别分析/线性判别分析的ATR-FTIR光谱有潜力提供一种快速、无损、可靠且环保的方法,用于准确鉴定和区分孟加拉虎和印度豹的爪子。