Add gallery example showing how to build an envelope around a curve (#2587)

Co-authored-by: Michael Grund <[email protected]>
Co-authored-by: Dongdong Tian <[email protected]>

Author: 3 people

examples/gallery/lines/envelope.py

@@ -0,0 +1,107 @@
+"""
+Envelope
+--------
+The ``close`` parameter of the :meth:`pygmt.Figure.plot` method can be
+used to build a symmetrical or an asymmetrical envelope. The user can
+give either the deviations or the bounds in y-direction. For the first
+case append ``"+d"`` or ``"+D"`` and for the latter case ``"+b"``.
+"""
+
+
+import pandas as pd
+import pygmt
+
+# Define a pandas DataFrame with columns for x and y as well as the
+# lower and upper deviations
+df_devi = pd.DataFrame(
+    data={
+        "x": [1, 3, 5, 7, 9],
+        "y": [0.5, -0.7, 0.8, -0.3, 0.1],
+        "y_deviation_low": [0.2, 0.2, 0.3, 0.4, 0.2],
+        "y_deviation_upp": [0.1, 0.3, 0.2, 0.4, 0.1],
+    }
+)
+
+# Define the same pandas DataFrame but with lower and upper bounds
+df_bound = pd.DataFrame(
+    data={
+        "x": [1, 3, 5, 7, 9],
+        "y": [0.5, -0.7, 0.8, -0.3, 0.1],
+        "y_bound_low": [0.3, -0.9, 0.5, -0.7, -0.1],
+        "y_bound_upp": [0.6, -0.4, 1.1, 0.1, 0.2],
+    }
+)
+
+
+# Create Figure instance
+fig = pygmt.Figure()
+
+# -----------------------------------------------------------------------------
+# Left
+fig.basemap(
+    region=[0, 10, -1.5, 1.5],
+    projection="X10c",
+    frame=["WSne+tsymmetric deviations +d", "xa2f1", "ya1f0.1"],
+)
+
+# Plot a symmetrical envelope based on the deviations ("+d")
+fig.plot(
+    data=df_devi,
+    close="+d",
+    # Fill the envelope in gray color with a transparency of 50 %
+    fill="gray@50",
+    pen="1p,gray30",
+)
+
+# Plot the data points on top
+fig.plot(
+    data=df_devi,
+    style="c0.2c",  # Use circles with a diameter of 0.2 centimeters
+    pen="1p,gray30",
+    fill="darkgray",
+)
+
+# Shift plot origin 11 centimeters in x direction
+fig.shift_origin(xshift="11c")
+
+# -----------------------------------------------------------------------------
+# Middle
+fig.basemap(
+    region=[0, 10, -1.5, 1.5],
+    projection="X10c",
+    frame=["WSne+tasymmetric deviations +D", "xa2f1", "yf0.1"],
+)
+
+# Plot an asymmetrical envelope based on the deviations ("+D")
+fig.plot(
+    data=df_devi,
+    fill="gray@50",
+    # Add an outline around the envelope
+    # Here, a dashed pen ("+p") with 0.5-points thickness and
+    # "gray30" color is used
+    close="+D+p0.5p,gray30,dashed",
+    pen="1p,gray30",
+)
+
+# Plot the data points on top
+fig.plot(data=df_devi, style="c0.2c", pen="1p,gray30", fill="darkgray")
+
+# Shift plot origin 11 centimeters in x-direction
+fig.shift_origin(xshift="11c")
+
+# -----------------------------------------------------------------------------
+# Right
+fig.basemap(
+    region=[0, 10, -1.5, 1.5],
+    projection="X10c",
+    # Use "\\053" to handle "+b" as a string not as a modifier
+    frame=["wSnE+tbounds \\053b", "xa2f1", "ya1f0.1"],
+)
+
+# Plot an envelope based on the bounds ("+b")
+fig.plot(data=df_bound, close="+b+p0.5p,gray30,dashed", pen="1p,gray30")
+
+# Plot the data points on top
+fig.plot(data=df_bound, style="c0.2c", pen="1p,gray30", fill="darkgray")
+
+fig.show()