The dynamical foundation of fractal stream chemistry: The origin of extremely long retention times
arXiv:cond-mat/0202326 · doi:10.1029/2001GL014123
Abstract
We present a physical model to explain the behavior of long-term, time series measurements of chloride, a natural passive tracer, in rainfall and runoff in catchments [Kirchner et al., Nature 403(524), 2000]. A spectral analysis of the data shows the chloride concentrations in rainfall to have a white noise spectrum, while in streamflow, the spectrum exhibits a fractal scaling. The empirically derived distribution of tracer travel times follows a power-law, indicating low-level contaminant delivery to streams for a very long time. Our transport model is based on a continuous time random walk (CTRW) with an event time distribution governed by . The CTRW using this power-law (with ) is interchangeable with the time-fractional advection-dispersion equation (FADE) and has accounted for the universal phenomenon of anomalous transport in a broad range of disordered and complex systems. In the current application, the events can be realized as transit times on portions of the catchment network. The travel time distribution is the first passage time distribution at a distance from a pulse input (at ) at the origin. We show that the empirical is the catchment areal composite of and that the fractal spectral response found in many catchments is an example of the larger class of transport phenomena cited above. The physical basis of , which determines , is the origin of the extremely long chemical retention times in catchments.
4 pages, accepted to Geophys. Res. Lett
Cited by in corpus (52)
- Multifractal analysis of financial markets
- Single particle tracking in systems showing anomalous diffusion: the role of weak ergodicity breaking
- Anomalous diffusion and ergodicity breaking in heterogeneous diffusion processes
- Quantitative analysis of single particle trajectories: mean maximal excursion method
- Diffusion of Earthquake Aftershock Epicenters, Omori's Law and Generalized Continuous-Time Random Walk Models
- Probing microscopic origins of confined subdiffusion by first-passage observables
- On reaction-subdiffusion equations
- First passages in bounded domains: When is the mean first passage time meaningful?
- First passage and arrival time densities for Lévy flights and the failure of the method of images
- Distribution of Time-Averaged Observables for Weak Ergodicity Breaking
- Population splitting, trapping, and non-ergodicity in heterogeneous diffusion processes
- Anomalous diffusion in correlated continuous time random walks
- When translocation dynamics becomes anomalous
- The Continuous Time Random Walk, still trendy: Fifty-year history, state of art, and outlook
- Noisy continuous time random walks
- Fluctuations of noise and the low frequency cutoff paradox
- Point process model of 1/f noise versus a sum of Lorentzians
- Kramers escape driven by fractional Brownian motion
- On subdiffusive continuous time random walks with stochastic resetting
- Aging Scaled Brownian Motion
- Fractional calculus approach to the statistical characterization of random variables and vectors
- A Random Walk to a Non-Ergodic Equilibrium Concept
- First passage time statistics for two-channel diffusion
- 1/f noise for intermittent quantum dots exhibits non-stationarity and critical exponents
- Single-trajectory spectral analysis of scaled Brownian motion
- First passage statistics for aging diffusion in annealed and quenched disorder
- Ergodicity breaking and particle spreading in noisy heterogeneous diffusion processes
- Stochastic nonlinear differential equation generating 1/f noise
- Heterogeneous continuous time random walks
- Lévy-walk-like Langevin dynamics
- Arithmetic Brownian motion subordinated by tempered stable and inverse tempered stable processes
- Correlated continuous-time random walks: combining scale-invariance with long-range memory for spatial and temporal dynamics
- Fractional Brownian motion time-changed by gamma and inverse gamma process
- Subdiffusion in an external force field
- Rate equations, spatial moments, and concentration profiles for mobile-immobile models with power-law and mixed waiting time distributions
- Tempered fractional Langevin-Brownian motion with inverse -stable subordinator
- Models for characterizing the transition among anomalous diffusions with different diffusion exponents
- Non-universal power law distribution of intensities of the self-excited Hawkes process: a field-theoretical approach
- Continuous Time Random Walk in a velocity field: Role of domain growth, Galilei-invariant advection-diffusion, and kinetics of particle mixing
- Langevin dynamics for Lévy walk with memory
- Time-fractional Caputo derivative versus other integro-differential operators in generalized Fokker-Planck and generalized Langevin equations
- Exact asymptotic solutions to nonlinear Hawkes processes: a systematic classification of the steady-state solutions
- Temporal Diffusion
- Lévy Flights and Leaky Boxes: Anomalous Diffusion of Cosmic Rays
- Directed Continuous-Time Random Walk with memory
- Asymptotic properties of Brownian motion delayed by inverse subordinators
- Time-changed Poisson processes of order
- Generalized Khinchin Theorem for a Class of Aging Processes
- Continuous-Time Random Walk with multi-step memory: An application to market dynamics
- Characterizing network topology using first-passage analysis
- Persistence probabilities of mixed FBM and other mixed processes
- Scaling limits for Lévy walks with rests