# Figure
fig = plt.figure(facecolor='white', figsize=(17, 6))
# Gridspec for layout
gs = gridspec.GridSpec(1, 4) # rows, cols
gs.update(wspace=0.35, hspace=0.3, left=0.03, right=0.97, top=0.97, bottom=0.03)
ax_mean = fig.add_subplot(gs[0, 0])
ax_mean_ranks = fig.add_subplot(gs[0, 1])
ax_max = fig.add_subplot(gs[0, 2])
ax_max_ranks = fig.add_subplot(gs[0, 3])
params = {'axlabels_fontsize': 10, 'ticks_labelsize': 10, 'cb_labelsize': 10}
dv.heatmapyearmonth_ranks(ax=ax_mean, series=series, agg='mean', ranks=False, zlabel=f"{units}", cmap="RdYlBu_r", show_values=False, **params).plot()
hm_mean_ranks = dv.heatmapyearmonth_ranks(ax=ax_mean_ranks, series=series, agg='mean', **params)
hm_mean_ranks.plot()
dv.heatmapyearmonth_ranks(ax=ax_max, series=series, agg='max', ranks=False, zlabel=f"{units}", cmap="RdYlBu_r", show_values=False, **params).plot()
dv.heatmapyearmonth_ranks(ax=ax_max_ranks, series=series, agg='max', **params).plot()
ax_mean.set_title(f"{var}", color='black')
ax_mean_ranks.set_title(f"{var} mean: ranks", color='black')
ax_max.set_title(f"{var} max", color='black')
ax_max_ranks.set_title(f"{var} max: ranks", color='black')
ax_mean.tick_params(left=True, right=False, top=False, bottom=True,
labelleft=True, labelright=False, labeltop=False, labelbottom=True)
ax_mean_ranks.tick_params(left=True, right=False, top=False, bottom=True,
labelleft=False, labelright=False, labeltop=False, labelbottom=True)
ax_max.tick_params(left=True, right=False, top=False, bottom=True,
labelleft=False, labelright=False, labeltop=False, labelbottom=True)
ax_max_ranks.tick_params(left=True, right=False, top=False, bottom=True,
labelleft=False, labelright=False, labeltop=False, labelbottom=True)
ax_mean_ranks.set_ylabel("")
ax_max.set_ylabel("")
ax_max_ranks.set_ylabel("")
fig.show()
