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The WAIT4 (Welfare: Artificial Intelligence and new Technologies for Tracking Key Indicator Traits in Animals Facing Challenges of the Agro-ecological Transition) project aims to increase research-based capacities to quantify and characterize animal welfare (AW) from the agro-ecological (AE) perspective and to revise farming practices by considering interactions between the animal and its environment. From this perspective, the development of new sensors for assessing the kinetics of physiological variables of interest (Na+, K+, pH) in animals' interstitial fluid (ISF) by microneedle patches will be a valuable aid for farmers to monitoring AW states and various stressors.
Sorrentino et al. (Mon,) studied this question.