2022
DOI: 10.3390/atmos13101642
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Non-Invasive Methods of Quantifying Heat Stress Response in Farm Animals with Special Reference to Dairy Cattle

Abstract: Non-invasive methods of detecting heat stress magnitude for livestock is gaining momentum in the context of global climate change. Therefore, the objective of this review is to focus on the synthesis information pertaining to recent efforts to develop heat stress detection systems for livestock based on multiple behavioral and physiological responses. There are a number of approaches to quantify farm animal heat stress response, and from an animal welfare point of view, these can be categorized as invasive and… Show more

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Cited by 18 publications
(11 citation statements)
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“…Alternatively, the daily maximum and minimum core body temperatures, and thereby the range, may be a more useful way to assess homeothermy than the comparison of a single value against a defined distribution 52 . The search for non‐invasive ways to measure thermal stress, including studies of changes to the behaviour, physiology, emissivity and the faecal microbiome are being explored, 68 perhaps culminating in artificial intelligence assessments of multiple variables.…”
Section: Measuring Thermal Balancementioning
confidence: 99%
“…Alternatively, the daily maximum and minimum core body temperatures, and thereby the range, may be a more useful way to assess homeothermy than the comparison of a single value against a defined distribution 52 . The search for non‐invasive ways to measure thermal stress, including studies of changes to the behaviour, physiology, emissivity and the faecal microbiome are being explored, 68 perhaps culminating in artificial intelligence assessments of multiple variables.…”
Section: Measuring Thermal Balancementioning
confidence: 99%
“…Metabolomics is a potent analytical tool for examining animal tissue samples. The examination of metabolites in animal tissues yields significant insights into the animal's physiological condition, the impact of dietary interventions, and the detection of disease biomarkers [72].…”
Section: Metabolomics Of Milkmentioning
confidence: 99%
“…Although researchers have identified different behaviors for various purposes, no effective method has been reported for recognizing beef cattle and/or cow drinking behavior. Identifying this behavior is crucial for detecting heat stress [ 22 ]. Consequently, as an alternative to previous behavior recognition methods, this project intended to evaluate beef cattle drinking behavior by considering skeleton-based body parts using a CNN-based model (DeepLabCut) and a time-series network (LSTM).…”
Section: Introductionmentioning
confidence: 99%