diff --git a/autoarray/dataset/plot/imaging_plotters.py b/autoarray/dataset/plot/imaging_plotters.py
index 22da088c..d89c9163 100644
--- a/autoarray/dataset/plot/imaging_plotters.py
+++ b/autoarray/dataset/plot/imaging_plotters.py
@@ -1,3 +1,4 @@
+import copy
 from typing import Callable, Optional
 
 from autoarray.plot.visuals.two_d import Visuals2D
@@ -161,9 +162,13 @@ def subplot_dataset(self):
 
         self.figures_2d(data=True)
 
+        contour_original = copy.copy(self.mat_plot_2d.contour)
+
         self.mat_plot_2d.use_log10 = True
+        self.mat_plot_2d.contour = False
         self.figures_2d(data=True)
         self.mat_plot_2d.use_log10 = False
+        self.mat_plot_2d.contour = contour_original
 
         self.figures_2d(noise_map=True)
 
@@ -175,13 +180,12 @@ def subplot_dataset(self):
 
         self.figures_2d(signal_to_noise_map=True)
 
-        self.mat_plot_2d.output.subplot_to_figure(
-            auto_filename="subplot_dataset"
-        )
+        self.mat_plot_2d.output.subplot_to_figure(auto_filename="subplot_dataset")
         self.close_subplot_figure()
 
         self.mat_plot_2d.use_log10 = use_log10_original
 
+
 class ImagingPlotter(Plotter):
     def __init__(
         self,
diff --git a/autoarray/plot/mat_plot/two_d.py b/autoarray/plot/mat_plot/two_d.py
index 25894f52..fae9f645 100644
--- a/autoarray/plot/mat_plot/two_d.py
+++ b/autoarray/plot/mat_plot/two_d.py
@@ -352,7 +352,8 @@ def plot_array(
             )
             self.colorbar_tickparams.set(cb=cb)
 
-        self.contour.set(array=array, extent=extent, use_log10=self.use_log10)
+        if self.contour is not False:
+            self.contour.set(array=array, extent=extent, use_log10=self.use_log10)
 
         grid_indexes = None
 
@@ -452,7 +453,8 @@ def plot_grid(
             self.yticks.set(min_value=extent[2], max_value=extent[3], units=self.units)
             self.xticks.set(min_value=extent[0], max_value=extent[1], units=self.units)
 
-        self.contour.set(array=color_array, extent=extent, use_log10=self.use_log10)
+        if self.contour is not False:
+            self.contour.set(array=color_array, extent=extent, use_log10=self.use_log10)
 
         visuals_2d.plot_via_plotter(plotter=self, grid_indexes=grid)
 
diff --git a/autoarray/plot/wrap/base/abstract.py b/autoarray/plot/wrap/base/abstract.py
index 3c5858a9..6146d1bc 100644
--- a/autoarray/plot/wrap/base/abstract.py
+++ b/autoarray/plot/wrap/base/abstract.py
@@ -113,4 +113,4 @@ def config_category(self):
 
     @property
     def log10_min_value(self):
-        return conf.instance["visualize"]["general"]["general"]["log10_min_value"]
\ No newline at end of file
+        return conf.instance["visualize"]["general"]["general"]["log10_min_value"]
diff --git a/autoarray/plot/wrap/base/colorbar.py b/autoarray/plot/wrap/base/colorbar.py
index 88a240e9..e52f67d9 100644
--- a/autoarray/plot/wrap/base/colorbar.py
+++ b/autoarray/plot/wrap/base/colorbar.py
@@ -80,7 +80,6 @@ def tick_values_from(self, norm=None, use_log10: bool = False):
             max_value = norm.vmax
 
             if use_log10:
-
                 if min_value < self.log10_min_value:
                     min_value = self.log10_min_value
 
diff --git a/autoarray/plot/wrap/two_d/contour.py b/autoarray/plot/wrap/two_d/contour.py
index d03b66b6..c8015981 100644
--- a/autoarray/plot/wrap/two_d/contour.py
+++ b/autoarray/plot/wrap/two_d/contour.py
@@ -56,8 +56,12 @@ def levels_from(
         """
         if self.manual_levels is None:
             if self.use_log10:
+                min_value = np.min(array)
+                if min_value < self.log10_min_value:
+                    min_value = self.log10_min_value
+
                 return np.logspace(
-                    np.log10(np.min(array)),
+                    np.log10(min_value),
                     np.log10(np.max(array)),
                     self.total_contours,
                 )