title: Elementary models for turbulent diffusion with complex physical features: eddy diffusivity, spectrum and intermittency.
abstract: This paper motivates, develops and reviews elementary models for turbulent tracers with a background mean gradient which, despite their simplicity, have complex statistical features mimicking crucial aspects of laboratory experiments and atmospheric observations. These statistical features include exact formulas for tracer eddy diffusivity which is non-local in space and time, exact formulas and simple numerics for the tracer variance spectrum in a statistical steady state, and the transition to intermittent scalar probability density functions with fat exponential tails as certain variances of the advecting mean velocity are increased while satisfying important physical constraints. The recent use of such simple models with complex statistics as unambiguous test models for central contemporary issues in both climate change science and the real-time filtering of turbulent tracers from sparse noisy observations is highlighted throughout the paper.
authors.affiliation: Department of Mathematics, Center for Atmosphere Ocean Science, Courant Institute, New York University, 251 Mercer Street, New York, NY 10012, USA. jonjon@cims.nyu.edu
authors.forename: Andrew J
authors.initials: AJ
authors.lastname: Majda
authors.forename: Boris
authors.initials: B
authors.lastname: Gershgorin