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import matplotlib.pyplot as plt |
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import cartopy.crs as ccrs |
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import cartopy |
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def map_scatter(lats, lons, data, proj=ccrs.PlateCarree(), mask_ocean=False, region=None, axes=None,plot_title=None,cmap_label=None,**kwargs): |
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if axes is None: |
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fig, axes = plt.subplots(subplot_kw={'projection': proj}, figsize=(16,6)) |
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axes.coastlines() |
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axes.gridlines() |
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sc = axes.scatter( |
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x=lons, |
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y=lats, |
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c=data, |
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transform=ccrs.PlateCarree(), |
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s=1, |
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**kwargs, |
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) |
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plt.colorbar(sc,label=cmap_label) |
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plt.title(plot_title) |
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if mask_ocean: |
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axes.add_feature(cartopy.feature.OCEAN, zorder=1, color="w") |
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gl = axes.gridlines(draw_labels=True, alpha=.3, color='grey', |
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linewidth=0.5,linestyle ='-', |
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x_inline= False, y_inline=False) |
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gl.n_steps = 100 |
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gl.top_labels = False |
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gl.right_labels = False |
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return None |
