Update HTTP links to cf-plot documentation to new home in recipes

Used command and then manually checked URL for a few cases:
   find . -type f | xargs sed -i
   's~http://ajheaps.github.io/cf-plot/~
   https://ncas-cms.github.io/cf-plot/build/~g'

Author: sadielbartholomew

docs/source/recipes/plot_05_recipe.py

@@ -44,7 +44,7 @@
 print(pre)
 
 # %%
-# 4. Plot the wind vectors on top of precipitation data for June 1995 by creating a subspace with a date-time object and using `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_. Here `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to define the parts of the plot area, which is closed by `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_; `cfplot.cscale <http://ajheaps.github.io/cf-plot/cscale.html>`_ is used to choose one of the colour maps amongst many available; `cfplot.levs <http://ajheaps.github.io/cf-plot/levs.html>`_ is used to set the contour levels for precipitation data; and `cfplot.vect <http://ajheaps.github.io/cf-plot/vect.html>`_ is used to plot the wind vectors for June 1995:
+# 4. Plot the wind vectors on top of precipitation data for June 1995 by creating a subspace with a date-time object and using `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_. Here `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to define the parts of the plot area, which is closed by `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_; `cfplot.cscale <https://ncas-cms.github.io/cf-plot/build/cscale.html>`_ is used to choose one of the colour maps amongst many available; `cfplot.levs <https://ncas-cms.github.io/cf-plot/build/levs.html>`_ is used to set the contour levels for precipitation data; and `cfplot.vect <https://ncas-cms.github.io/cf-plot/build/vect.html>`_ is used to plot the wind vectors for June 1995:
 june_95 = cf.year(1995) & cf.month(6)
 cfp.gopen()
 cfp.cscale("precip4_11lev")

docs/source/recipes/plot_06_recipe.py

@@ -35,12 +35,12 @@
 print(test)
 
 # %%
-# 6. Plot the wind gust by creating a subspace for the specified variable ``test`` using `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_. Here `cfplot.mapset <http://ajheaps.github.io/cf-plot/mapset.html>`_ is used to set the mapping parameters like setting the map resolution to 50m:
+# 6. Plot the wind gust by creating a subspace for the specified variable ``test`` using `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_. Here `cfplot.mapset <https://ncas-cms.github.io/cf-plot/build/mapset.html>`_ is used to set the mapping parameters like setting the map resolution to 50m:
 cfp.mapset(resolution="50m")
 cfp.con(gust.subspace(T=test), lines=False)
 
 # %%
-# 7. To see the rotated pole data on the native grid, the above steps are repeated and projection is set to rotated in `cfplot.mapset <http://ajheaps.github.io/cf-plot/mapset.html>`_:
+# 7. To see the rotated pole data on the native grid, the above steps are repeated and projection is set to rotated in `cfplot.mapset <https://ncas-cms.github.io/cf-plot/build/mapset.html>`_:
 cfp.mapset(resolution="50m", proj="rotated")
 cfp.con(gust.subspace(T=test), lines=False)
 

docs/source/recipes/plot_07_recipe.py

@@ -38,7 +38,7 @@
 print(ensemble.constructs)
 
 # %%
-# 6. Loop over the realizations in the ensemble using the *range* function and the *domain_axis* to determine the size of the realization dimension. For each realization, extract a subspace of the ensemble using the *subspace* method and the ``'id%realization'`` keyword argument along a specific latitude and longitude and plot the realizations from the 4D field using `cfplot.lineplot <http://ajheaps.github.io/cf-plot/lineplot.html>`_.
+# 6. Loop over the realizations in the ensemble using the *range* function and the *domain_axis* to determine the size of the realization dimension. For each realization, extract a subspace of the ensemble using the *subspace* method and the ``'id%realization'`` keyword argument along a specific latitude and longitude and plot the realizations from the 4D field using `cfplot.lineplot <https://ncas-cms.github.io/cf-plot/build/lineplot.html>`_.
 # A moving average of the ensemble along the time axis, with a window size of 90 (i.e. an approximately 3-month moving average) is calculated using the *moving_window* method. The ``mode='nearest'`` parameter is used to specify how to pad the data outside of the time range. The *squeeze* method removes any dimensions of size 1 from the field to produce a 2D field:
 
 cfp.gopen()

docs/source/recipes/plot_08_recipe.py

@@ -87,15 +87,15 @@ def process_subsets(subset_mask):
     )
 
 # %%
-# 7. Create two plots - one for the 1850-2020 time period and another for the 1980-2020 time period using `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_.
+# 7. Create two plots - one for the 1850-2020 time period and another for the 1980-2020 time period using `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_.
 # The results are multiplied by 10 so that each plot displays the temperature trend in K/decade with stippling to indicate areas where the trend is statistically significant (p-value < 0.05).
-# Here `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to define the parts of the plot area with two rows and one column, and setting the bottom margin to 0.2.
-# It is closed by `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
-# `cfplot.gpos <http://ajheaps.github.io/cf-plot/gpos.html>`_ is used to set the plotting position of both the plots;
-# `cfplot.mapset <http://ajheaps.github.io/cf-plot/mapset.html>`_ is used to set the map projection to Robinson;
-# `cfplot.cscale <http://ajheaps.github.io/cf-plot/cscale.html>`_ is used to choose one of the colour maps amongst many available;
-# `cfplot.levs <http://ajheaps.github.io/cf-plot/levs.html>`_ is used to set the contour levels;
-# and `cfplot.stipple <http://ajheaps.github.io/cf-plot/stipple.html>`_ is used to add stippling to show statistically significant areas:
+# Here `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to define the parts of the plot area with two rows and one column, and setting the bottom margin to 0.2.
+# It is closed by `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
+# `cfplot.gpos <https://ncas-cms.github.io/cf-plot/build/gpos.html>`_ is used to set the plotting position of both the plots;
+# `cfplot.mapset <https://ncas-cms.github.io/cf-plot/build/mapset.html>`_ is used to set the map projection to Robinson;
+# `cfplot.cscale <https://ncas-cms.github.io/cf-plot/build/cscale.html>`_ is used to choose one of the colour maps amongst many available;
+# `cfplot.levs <https://ncas-cms.github.io/cf-plot/build/levs.html>`_ is used to set the contour levels;
+# and `cfplot.stipple <https://ncas-cms.github.io/cf-plot/build/stipple.html>`_ is used to add stippling to show statistically significant areas:
 
 cfp.gopen(rows=2, columns=1, bottom=0.2)
 

docs/source/recipes/plot_10_recipe.py

@@ -40,7 +40,7 @@
 # %%
 # 5. The relative vorticity is calculated using `cf.curl_xy
 # <https://ncas-cms.github.io/cf-python/function/cf.curl_xy.html>`_ and
-# plotted using `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_.
+# plotted using `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_.
 # The ``with cf.relaxed_identities(True)`` context manager statement prevents
 # the curl opereration broadcasting across the two ``expver`` dimensions because
 # it can't be certain that they are the same as they lack the standardised

docs/source/recipes/plot_12_recipe.py

@@ -43,7 +43,7 @@
 
 # %%
 # 6. Plot the AOD for all the retrievals using
-# `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_. Here the argument
+# `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_. Here the argument
 # ``'ptype'`` specifies the type of plot to use (latituide-longitude here) and
 # the argument ``'lines=False'`` does not draw contour lines:
 cfp.con(f=aod.array, x=lon.array, y=lat.array, ptype=1, lines=False)
@@ -68,12 +68,12 @@
 
 # %%
 # 9. Now plot both the AOD from `high-quality` retrieval and all other retrievals
-# using `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_. Here:
+# using `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_. Here:
 #
-# - `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to
+# - `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to
 #   define the parts of the plot area, specifying that the figure should have
 #   1 row and 2 columns, which is closed by
-#   `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
+#   `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
 # - `plt.suptitle <https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.suptitle.html>`_
 #   is used to add a title for the whole figure;
 # - the subplots for plotting are selected using

docs/source/recipes/plot_13_recipe.py

@@ -38,16 +38,16 @@
 # %%
 # 5. Plot the various Niño regions using cf-plot. Here:
 #
-# - `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to
+# - `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to
 #   define the parts of the plot area, which is closed by
-#   `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
+#   `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
 # - `cfplot.mapset <https://ajheaps.github.io/cf-plot/mapset.html>`_ is used to
 #   set the map limits and projection;
-# - `cfplot.setvars <http://ajheaps.github.io/cf-plot/setvars.html>`_ is used to
+# - `cfplot.setvars <https://ncas-cms.github.io/cf-plot/build/setvars.html>`_ is used to
 #   set various attributes of the plot, like setting the land colour to grey;
-# - `cfplot.cscale <http://ajheaps.github.io/cf-plot/cscale.html>`_ is used to
+# - `cfplot.cscale <https://ncas-cms.github.io/cf-plot/build/cscale.html>`_ is used to
 #   choose one of the colour maps amongst many available;
-# - `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_ plots contour data
+# - `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_ plots contour data
 #   from the ``region`` subspace at a specific time with no contour lines and a
 #   title;
 # - next, four Niño regions and labels are defined using
@@ -206,13 +206,13 @@
 # El Niño and La Niña events. Now plot SST anomalies in the Niño 3.4 region over
 # time using cf-plot. Here:
 #
-# - `cfplot.gset <http://ajheaps.github.io/cf-plot/gset.html>`_ sets the limits
+# - `cfplot.gset <https://ncas-cms.github.io/cf-plot/build/gset.html>`_ sets the limits
 #   of the x-axis (years from 1940 to 2022) and y-axis (anomalies from -3
 #   degrees C to 3 degrees C) for the plot;
-# - `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to
+# - `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to
 #   define the parts of the plot area, which is closed by
-#   `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
-# - `cfplot.lineplot <http://ajheaps.github.io/cf-plot/lineplot.html>`_ plots
+#   `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
+# - `cfplot.lineplot <https://ncas-cms.github.io/cf-plot/build/lineplot.html>`_ plots
 #   the rolling Niño 3.4 index over time;
 # - a zero line and also horizontal dashed lines are drawn for El Niño and
 #   La Niña thresholds using

docs/source/recipes/plot_14_recipe.py

@@ -33,22 +33,22 @@
 # %%
 # 5. Plot contour lines of this geopotential height for July 2018. Here:
 #
-# - `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to
+# - `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to
 #   define the parts of the plot area, which is closed by
-#   `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
+#   `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
 # - `cfplot.mapset <https://ajheaps.github.io/cf-plot/mapset.html>`_ is used to
 #   set the map projection to North Polar Stereographic;
-# - `cfplot.setvars <http://ajheaps.github.io/cf-plot/setvars.html>`_ is used to
+# - `cfplot.setvars <https://ncas-cms.github.io/cf-plot/build/setvars.html>`_ is used to
 #   set various attributes of the plot, like setting the thickness of the lines
 #   that represent continents;
-# - `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_ plots the contour
+# - `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_ plots the contour
 #   lines representing the 200 hpa geopotential height values without filling
 #   between the contour lines (``fill=False``) and no colour bar
 #   (``colorbar=False``);
 # - `cfplot.levs <https://ajheaps.github.io/cf-plot/levs.html>`_ is used to
 #   specify two contour levels, 12000 and 12300 m, corresponding to the
 #   approximate polar-front jet and subtropical jet respectively;
-# - `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_ is again used to
+# - `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_ is again used to
 #   plot the contour lines for polar-front jet and subtropical jet with a
 #   thicker line width;
 # - `cfp.plotvars.mymap.stock_img() <https://scitools.org.uk/cartopy/docs/v0.15/matplotlib/geoaxes.html#cartopy.mpl.geoaxes.GeoAxes.stock_img>`_
@@ -119,20 +119,20 @@
 # provide an insight into the atmospheric conditions, the temperature anomalies
 # and the geopotential height contours are plotted using cf-plot. Here:
 #
-# - `cfplot.gopen <http://ajheaps.github.io/cf-plot/gopen.html>`_ is used to
+# - `cfplot.gopen <https://ncas-cms.github.io/cf-plot/build/gopen.html>`_ is used to
 #   define the parts of the plot area, which is closed by
-#   `cfplot.gclose <http://ajheaps.github.io/cf-plot/gclose.html>`_;
+#   `cfplot.gclose <https://ncas-cms.github.io/cf-plot/build/gclose.html>`_;
 # - `cfplot.mapset <https://ajheaps.github.io/cf-plot/mapset.html>`_ is used to
 #   set the map projection to Robinson;
-# - `cfplot.setvars <http://ajheaps.github.io/cf-plot/setvars.html>`_ is used to
+# - `cfplot.setvars <https://ncas-cms.github.io/cf-plot/build/setvars.html>`_ is used to
 #   set various attributes of the plot, like setting the thickness of the lines
 #   that represent continents and master title properties;
 # - `cfplot.levs <https://ajheaps.github.io/cf-plot/levs.html>`_ is used to
 #   specify the contour levels for temperature anomalies, starting from -2 to 2
 #   with an interval of 0.5;
-# - `cfplot.cscale <http://ajheaps.github.io/cf-plot/cscale.html>`_ is used to
+# - `cfplot.cscale <https://ncas-cms.github.io/cf-plot/build/cscale.html>`_ is used to
 #   choose one of the colour maps amongst many available;
-# - `cfplot.con <http://ajheaps.github.io/cf-plot/con.html>`_ plots contour fill
+# - `cfplot.con <https://ncas-cms.github.io/cf-plot/build/con.html>`_ plots contour fill
 #   of temperature anomalies without contour lines (``lines=False``);
 # - `cfplot.levs() <https://ajheaps.github.io/cf-plot/levs.html>`_ is used to
 #   reset contour levels to default after which the steps to plot the contour