Hadley¶
Systems / ODEs / Climate & geophysics
The Lorenz-84 caricature of the mid-latitude westerly circulation — a zonal current coupled to superposed eddies that yields irregular, intransitive weather.
Definition¶
\[
\begin{aligned}
\dot{y_{0}} &= a f - a y_{0} - y_{1}^{2} - y_{2}^{2} \\
\dot{y_{1}} &= - b y_{0} y_{2} + g + y_{0} y_{1} - y_{1} \\
\dot{y_{2}} &= b y_{0} y_{1} + y_{0} y_{2} - y_{2}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
0.2 |
damping rate of the zonal flow |
b |
4 |
nonlinear eddy-displacement coupling |
f |
9 |
symmetric thermal forcing of the zonal flow |
g |
1 |
asymmetric thermal forcing of the eddies |
Properties¶
Lyapunov spectrum
$+0.194,\; +0.005269,\; -0.3565$
computed at build
computed at build
Kaplan–Yorke dimension
$D_{KY} = 2.559$
Divergence ∇·f
$\nabla\!\cdot f = - a + 2 y_{0} - 2$
state-dependent
state-dependent
Equilibria
none found (no equilibria)
Define it in TSDynamics¶
import tsdynamics as ts
sys = ts.systems.Hadley()
traj = sys.integrate(final_time=100.0, dt=0.01)
exps = sys.lyapunov_spectrum()
ts.kaplan_yorke_dimension(exps)
Reference¶
Lorenz (1984), 'Irregularity: a fundamental property of the atmosphere', Tellus 36A, 98-110