def formatspec_generals(ax,
htax,
fontsize=12,
xlm=[1 / (dt * 12 * 15000), 1 / (dt * 1)],
ylm=[-.01, .4]):
# Condensed axis adjustments for general exam
# Set grid, adjust axis
#ax.grid(True,which='both',ls='dotted',lw=0.5)
ax, htax = viz.make_axtime(ax, htax)
# Set Axis limits and labels
ax = viz.add_yrlines(ax)
ax.set_xlim(xlm)
htax.set_xlim(xlm)
ax.set_ylim(ylm)
ax.set_xlabel(r"Frequency (cycles/year)", fontsize=fontsize)
return ax, htax
def lin_quickformat(ax, plotdt, freq):
# Set tickparams and clone
xtick = np.arange(0, 1.7, .2)
ax.set_xticks(xtick)
ax.set_ylabel("Power ($\degree C^{2} / cpy$)", fontsize=12)
ax.set_xlabel("Frequency (cycles/year)", fontsize=12)
htax = viz.twin_freqaxis(ax,
freq,
"Years",
dt,
mode='lin-lin',
xtick=xtick)
# Set xtick labels
xtkl = ["%.1f" % (1 / x) for x in xtick]
htax.set_xticklabels(xtkl)
# Set some key lines
ax = viz.add_yrlines(ax, dt=plotdt)
ax.legend(fontsize=10)
return ax, htax
P, freq, dof, r1 = sps
# Plot if option is set
if plotcesm:
pps = ybx.yo_specplot(freq,
P,
dof,
r1,
tunit,
dt=dt,
clvl=clvl,
axopt=axopt,
clopt=clopt)
fig, ax, h, hcl, htax, hleg = pps
#ax,htax = viz.make_axtime(ax,htax)
ax = viz.add_yrlines(ax)
ax.set_title("%s Spectral Estimate \n nsmooth=%i, taper = %.2f" %
(cnames[i], nsmooths[i], pct * 100) + r"%")
ax.grid(True, which='both', ls='dotted')
ax.set_ylabel(r"Frequency x Power $(^{\circ}C)^{2}$", fontsize=13)
plt.tight_layout()
plt.savefig("%sSpectralEstimate_%s_nsmooth%i_taper%i.png" %
(outpath, cnames[i], nsmooths[i], pct * 100),
dpi=200)
CC = ybx.yo_speccl(freq, P, dof, r1, clvl)
P = P * dt
freq = freq / dt
CC = CC * dt
P1s.append(P)
freq1s.append(freq)
CLs.append(CC)