An alternative method for determining the body condition index of the free-living South American coati

IF 0.8 Q4 BIODIVERSITY CONSERVATION Neotropical Biology and Conservation Pub Date : 2020-12-23 DOI:10.3897/neotropical.15.e56578
F. M. Santos, D. Risco, N. Y. Sano, G. C. de Macedo, W. Barreto, P. Gonçalves, P. Fernández-Llario, H. M. Herrera
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Abstract

Assessing and monitoring the welfare of free-living mammals is not a usual process due to the logistical complications associated with their capture and sedation, collection and storage of biological samples and their release. In this context, non-invasive methods for monitoring wildlife constitute a good alternative approach for in situ conservation. Body condition index, as a measurement of health status, has been used in free-living mammals; its low value may be associated with negative effects on reproduction and survival. The present study aimed to generate an alternative and reliable non-invasive method and then determine the body condition index, based on previously-collected biometric measurements, without the need to capture and immobilise the animals. A total of 178 free-living Nasua nasua Linnaeus, 1766 were trapped, weighed and measured. Statistical methods were used, based on Boosted Regression Trees (BRT) using body mass, biometric measurements (body length, height and chest girth) and gender as explanatory variables. To assess the agreement between the real Body Condition Indices (BCIs) and the predicted values of BCIs, we explored the correlation between each model using the Bland-Altman method. This method showed a strong agreement between the predictive BRT models proposed (standardised residuals from a linear regression between body length and chest girth) and standardised residuals (linear regression between body mass and body length). The results obtained herein showed that BRT modelling, based on biometrical features, is an alternative way to verify the body conditions of coatis without the need to capture and immobilise the animals.
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一种确定自由生活的南美长鼻浣熊身体状况指数的替代方法
评估和监测自由生活的哺乳动物的福利并不是一个通常的过程,因为它们的捕获和镇静、生物样本的收集和储存以及它们的释放都涉及到后勤方面的复杂问题。在这种情况下,监测野生动物的非侵入性方法是就地保护的一个很好的替代方法。作为衡量健康状况的一种指标,身体状况指数已被用于自由生活的哺乳动物;它的低价值可能与对繁殖和生存的负面影响有关。目前的研究旨在产生一种替代的、可靠的非侵入性方法,然后根据先前收集的生物测量数据确定身体状况指数,而不需要捕获和固定动物。共有178只自由生活的纳苏亚,1766只纳苏亚被困住,称重和测量。采用统计学方法,基于增强回归树(BRT),使用体重、生物特征测量(体长、身高和胸围)和性别作为解释变量。为了评估实际身体状况指数(bci)与bci预测值之间的一致性,我们使用Bland-Altman方法探讨了每个模型之间的相关性。该方法表明,所提出的预测BRT模型(体长和胸围之间线性回归的标准化残差)与标准化残差(体重和体长之间线性回归)之间具有很强的一致性。本文获得的结果表明,基于生物特征的BRT建模是验证长鼻浣熊身体状况的另一种方法,而无需捕获和固定动物。
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来源期刊
Neotropical Biology and Conservation
Neotropical Biology and Conservation Environmental Science-Nature and Landscape Conservation
CiteScore
1.70
自引率
0.00%
发文量
0
审稿时长
24 weeks
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