skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: A tutorial introduction to the statistical theory of turbulent plasmas, a half-century after Kadomtsev’s Plasma Turbulence and the resonance-broadening theory of Dupree and Weinstock

Journal Article · · Journal of Plasma Physics
 [1]
  1. Princeton Plasma Physics Lab. (PPPL), Princeton, NJ (United States)

In honour of the 50th anniversary of the influential review/monograph on plasma turbulence by B. B. Kadomtsev as well as the seminal works of T. H. Dupree and J. Weinstock on resonance-broadening theory, an introductory tutorial is given about some highlights of the statistical–dynamical description of turbulent plasmas and fluids, including the ideas of nonlinear incoherent noise, coherent damping, and self-consistent dielectric response. The statistical closure problem is introduced. Incoherent noise and coherent damping are illustrated with a solvable model of passive advection. Self-consistency introduces turbulent polarization effects that are described by the dielectric function$${\mathcal{D}}$$. Dupree’s method of using$${\mathcal{D}}$$to estimate the saturation level of turbulence is described; then it is explained why a more complete theory that includes nonlinear noise is required. The general theory is best formulated in terms of Dyson equations for the covariance$$C$$and an infinitesimal response function$$R$$, which subsumes$${\mathcal{D}}$$. An important example is the direct-interaction approximation (DIA). It is shown how to use Novikov’s theorem to develop an$$\boldsymbol{x}$$-space approach to the DIA that is complementary to the original$$\boldsymbol{k}$$-space approach of Kraichnan. A dielectric function is defined for arbitrary quadratically nonlinear systems, including the Navier–Stokes equation, and an algorithm for determining the form of$${\mathcal{D}}$$in the DIA is sketched. The independent insights of Kadomtsev and Kraichnan about the problem of the DIA with random Galilean invariance are described. The mixing-length formula for drift-wave saturation is discussed in the context of closures that include nonlinear noise (shielded by$${\mathcal{D}}$$). The role of$$R$$in the calculation of the symmetry-breaking (zonostrophic) instability of homogeneous turbulence to the generation of inhomogeneous mean flows is addressed. The second-order cumulant expansion and the stochastic structural stability theory are also discussed in that context. In conclusion, various historical research threads are mentioned and representative entry points to the literature are given. In addition, some outstanding conceptual issues are enumerated.

Research Organization:
Princeton Plasma Physics Laboratory (PPPL), Princeton, NJ (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
ACO2-09CH11466
OSTI ID:
1256594
Report Number(s):
PPPL-5178; applab; PII: S0022377815000756
Journal Information:
Journal of Plasma Physics, Vol. 81, Issue 06; ISSN 0022-3778
Publisher:
Cambridge University PressCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 13 works
Citation information provided by
Web of Science

References (185)

Anomalous scaling of a randomly advected passive scalar journal February 1994
Dielectric Function and Diffusion of a Guiding-Center Plasma journal February 1974
Zonostrophic Instability journal May 2012
Stochasticity and the random phase approximation for three electron drift waves journal January 1982
Imbalanced Weak Magnetohydrodynamic Turbulence journal January 2003
Energy transfer in an isotropic turbulent flow journal July 1962
Non‐Gaussian statistics in isotropic turbulence journal November 1989
Non-perturbative models of intermittency in drift-wave turbulence: towards a probabilistic theory of anomalous transport journal August 2003
Analytical theories of turbulence journal April 1970
Approximations for Steady-State Isotropic Turbulence journal January 1964
Optimal oscillation-center transformations journal August 1985
Saturation of Gyrokinetic Turbulence through Damped Eigenmodes journal March 2011
Nonlinear Theory of Macroinstabilities and Enhanced Transport in Plasmas journal January 1971
Boltzmann's Entropy and Time's Arrow journal September 1993
On the kinetic theory of stable and weakly unstable plasma. Part 1 journal February 1968
Gyrokinetic large eddy simulations journal July 2011
The clump lifetime revisited: Exact calculation of the second-order structure function for a model of forced, dissipative turbulence journal March 1997
The random walk's guide to anomalous diffusion: a fractional dynamics approach journal December 2000
Dynamic procedure for filtered gyrokinetic simulations journal January 2012
An almost-Markovian Galilean-invariant turbulence model journal June 1971
Electron heat transport from stochastic fields in gyrokinetic simulations journal May 2011
Renormalized dielectric function for collisionless drift wave turbulence journal January 1978
Velocity-space resolution, entropy production, and upwind dissipation in Eulerian gyrokinetic simulations journal March 2006
Turbulence in Fluids book January 1997
Subcritical Excitation of Plasma Turbulence journal September 1996
Generation and Stability of Zonal Flows in Ion-Temperature-Gradient Mode Turbulence journal December 2000
Scaling laws for plasma confinement journal October 1977
Lagrangian-History Closure Approximation for Turbulence journal January 1965
Renormalized turbulence theory for the ion acoustic problem journal January 1979
Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen journal January 1905
On the relation between ‘‘mixing length’’ and ‘‘direct interaction approximation’’ theories of turbulence journal January 1985
Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields book January 1983
Nonlinear gyrokinetic equations for low-frequency electromagnetic waves in general plasma equilibria journal January 1982
Two-Dimensional Turbulence journal January 2012
Turbulent Plasmas in a Magnetic Field—A Statistical Theory journal January 1970
Renormalized kinetic theory of nonequilibrium many-particle classical systems journal April 1979
On Variational Methods In the Physics of Plasma Waves journal January 2014
Amplitude Limitation of a Collisional Drift Wave Instability journal January 1971
Direct-Interaction Approximation for Shear and Thermally Driven Turbulence journal January 1964
XXVII. A brief account of microscopical observations made in the months of June, July and August 1827, on the particles contained in the pollen of plants; and on the general existence of active molecules in organic and inorganic bodies journal September 1828
Closure theories with non‐Gaussian restarts for truncated two‐dimensional turbulence journal September 1994
Paul Langevin’s 1908 paper “On the Theory of Brownian Motion” [“Sur la théorie du mouvement brownien,” C. R. Acad. Sci. (Paris) 146 , 530–533 (1908)] journal November 1997
Transition to Collisionless Ion-Temperature-Gradient-Driven Plasma Turbulence: A Dynamical Systems Approach journal June 2005
Reformulation of quasi-linear theory journal August 1972
Eulerian and Lagrangian renormalization in turbulence theory journal November 1977
Direct interaction approximation for Vlasov turbulence from the Kadomtsev weak coupling approximation journal January 1985
Up-down symmetry of the turbulent transport of toroidal angular momentum in tokamaks journal June 2011
Turbulence spectra from a tidal channel journal February 1962
Intrinsic momentum transport in up–down asymmetric tokamaks journal July 2014
Resistive drift-wave plasma turbulence and the realizable Markovian closure journal June 1995
The fluctuation-dissipation theorem journal January 1966
Beyond Brownian Motion journal February 1996
Fluid moment models for Landau damping with application to the ion-temperature-gradient instability journal June 1990
Discrete particle noise in particle-in-cell simulations of plasma microturbulence journal December 2005
Aspects of a renormalized weak plasma turbulence theory journal January 1979
Memory Effects in Irreversible Thermodynamics journal November 1961
S3T Stability of the Homogeneous State of Barotropic Beta-Plane Turbulence journal May 2015
Gyrofluid turbulence models with kinetic effects journal March 1993
Linearized gyro-kinetics journal July 1978
Dielectric response in guiding center plasma journal January 1980
A dynamic subgrid‐scale eddy viscosity model journal July 1991
Critically Balanced Ion Temperature Gradient Turbulence in Fusion Plasmas journal September 2011
Nonequilibrium gyrokinetic fluctuation theory and sampling noise in gyrokinetic particle-in-cell simulations journal September 2007
A Perturbation Theory for Strong Plasma Turbulence journal January 1966
Critical balance in magnetohydrodynamic, rotating and stratified turbulence: towards a universal scaling conjecture journal March 2011
Diffusion of Plasma Across a Magnetic Field journal March 1961
On a self-sustaining process in shear flows journal April 1997
Magnetohydrodynamic turbulence in a strongly magnetised plasma journal January 2010
Foundations of nonlinear gyrokinetic theory journal April 2007
Theory of Phase Space Density Granulation in Plasma journal January 1972
The realizable Markovian closure and realizable test-field model. II. Application to anisotropic drift-wave dynamics journal November 1997
Statistical properties of an ensemble of vortices interacting with a turbulent field journal November 2005
Rigorous upper bounds for transport due to passive advection by inhomogeneous turbulence journal August 1987
Renormalization book January 1993
An efficient non-Markovian theory of non-equilibrium dynamics journal January 1985
A Theory of Baroclinic Turbulence journal August 2009
Statistical theory of resistive drift-wave turbulence and transport journal June 1997
A Theory for the Forcing and Dissipation in Stochastic Turbulence Models journal December 2001
Theory of two-point correlation function in a Vlasov plasma journal January 1981
Onsager and the theory of hydrodynamic turbulence journal January 2006
Role of subdominant stable modes in plasma microturbulence journal May 2011
Kolmogorov's Hypotheses and Eulerian Turbulence Theory journal January 1964
Gyrokinetic turbulence: a nonlinear route to dissipation through phase space journal November 2008
Turbulence, Coherent Structures, Dynamical Systems and Symmetry book January 2010
Direct interaction approximation and plasma turbulence theory journal December 1978
On the relationship between mixing length and strong turbulence estimates for transport due to drift turbulence journal January 2001
A proposed modification of the Germano subgrid‐scale closure method journal March 1992
Multiscale gyrokinetics for rotating tokamak plasmas: fluctuations, transport and energy flows journal October 2013
The direct-interaction approximation and statistically steady states of three nonlinearly coupled modes journal January 1982
Interactions of disparate scales in drift-wave turbulence journal December 2000
The realizable Markovian closure. I. General theory, with application to three‐wave dynamics journal October 1993
Size Scaling of Turbulent Transport in Magnetically Confined Plasmas journal April 2002
The 1976 Oppenheimer lectures: Critical problems in plasma astrophysics. I. Turbulence and nonlinear waves journal January 1979
Dielectric response and thermal fluctuations in gyrokinetic plasma journal April 1993
Transport, Collective Motion, and Brownian Motion journal March 1965
Robert H. Kraichnan book September 2011
Comment on ‘‘Adiabatic modifications to plasma turbulence theories’’ journal January 1981
Statistical Continuum Theories journal October 1968
Comparisons and physics basis of tokamak transport models and turbulence simulations journal March 2000
Convergents to turbulence functions journal March 1970
Self-Consistency Effects in Quasilinear Theory: A Model for Turbulent Trapping journal July 1984
Particles and fields in fluid turbulence journal November 2001
Suppression of turbulence and transport by sheared flow journal January 2000
Spherical model for turbulence journal February 1993
Generation of zonal flows through symmetry breaking of statistical homogeneity journal March 2014
Nonlinear gyrokinetic equations journal January 1983
On the nature of turbulence journal September 1971
General Circulation Experiments with the Primitive Equations: i. the Basic Experiment* journal March 1963
Mapping closure for probability distribution function in low frequency magnetized plasma turbulence journal May 1995
Nonlinear Theory of Drift-Wave Turbulence and Enhanced Diffusion journal January 1967
Statistical Dynamics of Classical Systems journal July 1973
Stochastic differential equations journal March 1976
Gyrokinetic approach in particle simulation journal January 1983
The role of dissipation in the theory and simulations of homogeneous plasma turbulence, and resolution of the entropy paradox journal October 1994
Kinetic simulation of steady states of ion temperature gradient driven turbulence with weak collisionality journal April 2004
In memory of Boris Borisovich Kadomtsev journal November 1998
Deterministic Nonperiodic Flow journal March 1963
On the kinetic theory of stable and weakly unstable plasma. Part 2 journal February 1969
Astrophysical Gyrokinetics: Kinetic and Fluid Turbulent Cascades in Magnetized Weakly Collisional Plasmas journal May 2009
On the Theory of the Brownian Motion II journal April 1945
Renormalised canonical perturbation theory for stochastic propagators journal December 1976
Nonlinear instabilities driven by coherent phase-space structures journal March 2013
Planetary Atmospheres as Nonequilibrium Condensed Matter journal March 2012
Formulation of a Statistical Theory of Strong Plasma Turbulence journal January 1969
Application of the Novikov-Furutsu theorem to the random acceleration problem journal April 1978
Regular and Chaotic Dynamics book January 1992
Nondimensional transport scaling in the Tokamak Fusion Test Reactor: Is tokamak transport Bohm or gyro‐Bohm? journal February 1993
Statistical Simulation of the Magnetorotational Dynamo journal February 2015
7. Bericht über Untersuchungen zur ausgebildeten Turbulenz journal January 1925
Bob Dewar and turbulence theory: lessons in creativity and courage journal December 2011
Analytical Descriptions of Plasma Turbulence book November 2006
Equilibrium fluctuation energy of gyrokinetic plasma journal January 1986
Geometric view on noneikonal waves journal April 2014
Bifurcation theory of the transition to collisionless ion-temperature-gradient-driven plasma turbulence journal December 2005
Turbulence theories and modelling of fluids and plasmas journal February 2001
Astrophysical Fluid Dynamics via Direct Statistical Simulation journal January 2011
The Gyrokinetic Description of Microturbulence in Magnetized Plasmas journal January 2012
Field theoretical techniques in statistical fluid dynamics: With application to nonlinear wave dynamics journal April 1982
Cumulants journal January 2009
Wave Turbulence book January 2011
Energy Transfer in a Normally Distributed and Isotropic Turbulent Velocity Field in Two Dimensions journal January 1962
Turbulent Diffusion, Particle Orbits, and Field Fluctuations in a Plasma in a Magnetic Field journal January 1968
Magnetic fluctuations can contribute to plasma transport, ‘‘self-consistency constraints’’ notwithstanding journal January 1988
Transition in shear flows. Nonlinear normality versus non‐normal linearity journal December 1995
Fractional diffusion in plasma turbulence journal August 2004
Direct Statistical Simulation of Out-of-Equilibrium Jets journal March 2013
The mechanism of self‐sustainment in collisional drift wave turbulence journal August 1992
Numerical study of drift wave turbulence with simple models for wave–wave nonlinear coupling journal January 1983
Toward a theory of interstellar turbulence. 2: Strong alfvenic turbulence journal January 1995
Fundamental statistical descriptions of plasma turbulence in magnetic fields journal April 2002
Dynamics of Nonlinear Stochastic Systems journal January 1961
Contributions to Non-Equilibrium Thermodynamics. I. Theory of Hydrodynamical Fluctuations journal January 1970
Random shearing by zonal flows and transport reduction journal December 2004
Plasma Edge Turbulence journal February 1983
A review of zonal flow experiments journal December 2008
Adiabatic modifications to plasma turbulence theories journal January 1978
On the Stability of Internal Baroclinic Jets in a Rotating Atmosphere journal March 1962
Pseudo-three-dimensional turbulence in magnetized nonuniform plasma journal January 1978
Gyrokinetic simulations of turbulent transport journal March 2010
Zonal flow as pattern formation journal October 2013
Modulational instability of Rossby and drift waves and generation of zonal jets journal May 2010
Suppression of an instability by the introduction of external turbulence journal January 1979
Fluid models of phase mixing, Landau damping, and nonlinear gyrokinetic dynamics journal March 1992
Signature of a universal statistical description for drift-wave plasma turbulence journal November 2010
A First Course in Turbulence January 1972
Model Equations for Strong Turbulence in a Vlasov Plasma journal January 1967
Turbulence: The Legacy of A. N. Kolmogorov book January 1996
Nonlinear Self-Sustained Drift-Wave Turbulence journal December 1995
Zonal flows in plasma—a review journal April 2005
Oscillation center quasilinear theory journal January 1973
Verification of Gyrokinetic Particle Simulation of Device Size Scaling of Turbulent Transport journal December 2012
Parastochastics journal February 1970
Developments in the gyrofluid approach to Tokamak turbulence simulations journal August 1993
Invariance principles and plasma confinement journal June 1988
Comments on ‘‘Adiabatic modifications to plasma turbulence theory’’ journal January 1981
Generalized Cumulant Expansion Method journal July 1962
A consequence of the zero-fourth-cumulant approximation in the decay of isotropic turbulence journal May 1963
The structure of isotropic turbulence at very high Reynolds numbers journal May 1959
The generalized Balescu-Lenard collision Operator journal April 1988
On the nature of turbulence journal December 1971
Non-Gaussian statistics, classical field theory, and realizable Langevin models journal May 1996
Experimental Signatures of Critically Balanced Turbulence in MAST journal April 2013
Non-diffusive transport in plasma turbulence: a fractional diffusion approach text January 2004
Statistical properties of an ensemble of vortices interacting with a turbulent field text January 2005
Zonal flow generation by modulational instability text January 2006

Cited By (5)

Projection-operator methods for classical transport in magnetized plasmas. Part 2. Nonlinear response and the Burnett equations journal November 2018
Extensions of the Novikov–Furutsu theorem, obtained by using Volterra functional calculus journal August 2019
S3T stability of the homogeneous state of barotropic beta-plane turbulence text January 2014
Statistical State Dynamics: a new perspective on turbulence in shear flow text January 2014
Emergence of non-zonal coherent structures preprint January 2015