Spatio-temporal deterministic chaos at small Taylor-Reynolds numbers and distributed chaos at turbulent $Re_{\lambda} \gtrsim 40$ in passive scalar dynamics have been studied using results of direct numerical simulations of homogeneous incompressible flows (with and without mean gradient of the passive scalar) for and of a reacting turbulent mixing layer. It is shown that the deterministic chaos in the passive scalar fluctuations at the small is characterized by exponential spatial (wavenumber) spectrum: $E(k) \propto \exp-(k/k_c)Re_{\lambda}$ is characterized by stretched exponential spectrum $E(k) \propto \exp-(k/k_{\beta})^{3/4}$. The Birkhoff-Saffman invariant related to the momentum conservation and, due to the Noether theorem, to the spatial homogeneity has been used as a theoretical basis for this stretched exponential spectrum. Although the and represent the large-scale structures a relevance of the Batchelor scale has been established as well: the normalized values and exhibit universality.

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