Thermal soaring by birds and olfactory searches by insects are biological examples of navigation in the presence of complex orientation cues. I shall first review the natural observations, then discuss the physics that controls the orientation cues and the nature of their complexity, and finally conclude with the relevant navigation strategies.

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