diff --git a/examples/Manifest.toml b/examples/Manifest.toml
index 35f8d192af5..7dbc42726cd 100644
--- a/examples/Manifest.toml
+++ b/examples/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.10.0"
 manifest_format = "2.0"
-project_hash = "9f81176e38b8045a54f2ad5c8891f255e16c2488"
+project_hash = "1efea2db8dbdf443c1c46cf2bc43d6ed80120b5a"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "41c37aa88889c171f1300ceac1313c06e891d245"
@@ -284,9 +284,9 @@ weakdeps = ["SparseArrays"]
 
 [[deps.ClimaAnalysis]]
 deps = ["NCDatasets", "OrderedCollections", "Statistics"]
-git-tree-sha1 = "b49f7ecb3b41723e880617ad9404c8bfb4bb1fd0"
+git-tree-sha1 = "a5bb4e6dad37480b65ad1575de9496d02dc9aad6"
 uuid = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
-version = "0.2.1"
+version = "0.3.0"
 weakdeps = ["CairoMakie"]
 
     [deps.ClimaAnalysis.extensions]
diff --git a/examples/Project.toml b/examples/Project.toml
index 365573f5a96..2ea69890f91 100644
--- a/examples/Project.toml
+++ b/examples/Project.toml
@@ -67,7 +67,6 @@ YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
 [compat]
 BlockArrays = "0.16"
 CairoMakie = "0.10, 0.11"
-ClimaAnalysis = "0.2.1"
 ClimaCoreMakie = "0.3, 0.4"
 ClimaCorePlots = "0.2"
 ClimaCoreSpectra = "0.1"
diff --git a/post_processing/ci_plots.jl b/post_processing/ci_plots.jl
index 44483ae6195..4250d687ddf 100644
--- a/post_processing/ci_plots.jl
+++ b/post_processing/ci_plots.jl
@@ -77,7 +77,7 @@ function make_plots_generic(
     # Default plotting function needs access to kwargs
     if isnothing(plot_fn)
         plot_fn =
-            (fig, p_loc, var) -> viz.plot!(fig, var, args...; p_loc, kwargs...)
+            (grid_loc, var) -> viz.plot!(grid_loc, var, args...; kwargs...)
     end
 
     MAX_PLOTS_PER_PAGE = MAX_NUM_ROWS * MAX_NUM_COLS
@@ -89,8 +89,7 @@ function make_plots_generic(
         map(1:MAX_PLOTS_PER_PAGE) do i
             row = mod(div(i - 1, MAX_NUM_COLS), MAX_NUM_ROWS) + 1
             col = mod(i - 1, MAX_NUM_COLS) + 1
-            fig[row, col] = CairoMakie.GridLayout()
-            return [row, col]
+            return fig[row, col] = CairoMakie.GridLayout()
         end
 
     fig = makefig()
@@ -99,14 +98,13 @@ function make_plots_generic(
     grid_pos = 1
 
     for var in vars
-        # Create a new page if this is the first plot
         if grid_pos > MAX_PLOTS_PER_PAGE
             fig = makefig()
             grid = gridlayout()
             grid_pos = 1
         end
 
-        plot_fn(fig, grid[grid_pos], var)
+        plot_fn(grid[grid_pos], var)
         grid_pos += 1
 
         # Flush current page
@@ -609,19 +607,19 @@ EDMFBoxPlots = Union{
 }
 
 """
-    plot_edmf_vert_profile(fig, p_loc, var_group)
+    plot_edmf_vert_profile!(fig, p_loc, var_group)
 
 Helper function for `make_plots_generic`. Takes a list of variables and plots
 them on the same axis.
 """
-function plot_edmf_vert_profile(fig, p_loc, var_group)
+function plot_edmf_vert_profile!(grid_loc, var_group)
     z = var_group[1].dims["z"]
     units = var_group[1].attributes["units"]
-
     ax = CairoMakie.Axis(
-        fig[p_loc...],
+        grid_loc[1,1],
         ylabel = "z [$(var_group[1].dim_attributes["z"]["units"])]",
         xlabel = "$(short_name(var_group[1])) [$units]",
+        title = short_var_info(var_group[1])
     )
 
     for var in var_group
@@ -638,11 +636,9 @@ This is fairly brittle - it just checks that the long name starts with "Updraft"
 and matches on the rest of the long name.
 """
 function group_edmf_vars(vars)
-    get_longname_suffix(v) =
-        startswith(long_name(v), "Updraft") ? long_name(v)[9:end] : long_name(v)
     grouped_vars = OrderedDict{String, Vector{ClimaAnalysis.OutputVar}}()
-    for var in sort(vars, by = get_longname_suffix)
-        suffix = get_longname_suffix(var)
+    for var in sort(vars, by = short_var_info)
+        suffix = short_var_info(var)
         if haskey(grouped_vars, suffix)
             push!(grouped_vars[suffix], var)
         else
@@ -652,6 +648,18 @@ function group_edmf_vars(vars)
     return grouped_vars
 end
 
+function short_var_info(var)
+    attr = var.attributes
+    coords = if haskey(attr, "slice_lat")
+        "lat = $(attr["slice_lat"]), lon = $(attr["slice_lon"])"
+    else
+        "x = $(attr["slice_x"]), y = $(attr["slice_y"])"
+    end
+    name = replace(short_name(var), "up" => "")
+    time = "t = " * attr["slice_time"]
+    return join([name, coords, time], ", ")
+end
+
 function make_plots(::EDMFBoxPlots, simulation_path)
     simdir = SimDir(simulation_path)
 
@@ -691,12 +699,18 @@ function make_plots(::EDMFBoxPlots, simulation_path)
         simulation_path,
         output_name = "tmp",
         values(grouped_vars);
-        plot_fn = plot_edmf_vert_profile,
+        plot_fn = plot_edmf_vert_profile!,
         MAX_NUM_COLS = 2,
         MAX_NUM_ROWS = 4,
     )
 
-    make_plots_generic(simulation_path, vars_zt, summary_files = [tmp_file])
+    make_plots_generic(
+        simulation_path,
+        vars_zt,
+        summary_files = [tmp_file],
+        MAX_NUM_COLS = 2,
+        MAX_NUM_ROWS = 4,
+    )
 
 end
 
@@ -724,10 +738,17 @@ function make_plots(::EDMFSpherePlots, simulation_path)
         simulation_path,
         output_name = "tmp",
         values(grouped_vars);
-        plot_fn = plot_edmf_vert_profile,
+        plot_fn = plot_edmf_vert_profile!,
         MAX_NUM_COLS = 2,
         MAX_NUM_ROWS = 4,
     )
 
-    make_plots_generic(simulation_path, vars_zt, summary_files = [tmp_file])
+    make_plots_generic(
+        simulation_path,
+        vars_zt,
+        summary_files = [tmp_file],
+        MAX_NUM_COLS = 2,
+        MAX_NUM_ROWS = 4,
+        more_kwargs = Dict(:axis => ca_kwargs(title = var -> var.attributes["short_name"]))
+    )
 end