Animal-based olfactory detection of one or more target substances in a sequence of filters includes providing one or more enclosures each housing an animal, each enclosure including a sample presenting structure via which only a single olfactory sample is presented to the animal at any given time, presenting samples of the sequence of filters to the animal via the structure, one at a time, and generating an output indication of olfactory detection of target substances in the sequence of filters.