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Cloud regime analysis #417

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ffe1723
Add cloud_regime_analysis.py and add COSP variable to adf_variable_de…
Isaaciwd Jul 25, 2023
4de6ee9
Minor comment changes
Isaaciwd Jul 25, 2023
a1143a4
resolve merge conflict with adf_variable_defaults.yaml
brianpm Aug 14, 2025
ce1021f
refactor to work with current ADF
brianpm Aug 20, 2025
2ce8c1e
refactor Isaac's cloud regime analysis script
brianpm Sep 15, 2025
6f7caf3
Merge branch 'NCAR:main' into cloud_regime_analysis
brianpm Sep 15, 2025
dcd377d
remove dups from variable defaults
brianpm Sep 15, 2025
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66 changes: 51 additions & 15 deletions lib/adf_variable_defaults.yaml
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Original file line number Diff line number Diff line change
@@ -1,4 +1,3 @@

#This file lists out variable-specific defaults
#for plotting and observations. These defaults
#are:
Expand Down Expand Up @@ -298,10 +297,10 @@ BC:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
category: "Aerosols"
derivable_from: ["bc_a1", "bc_a4"]
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
Expand All @@ -312,10 +311,10 @@ POM:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
category: "Aerosols"
derivable_from: ["pom_a1", "pom_a4"]
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
Expand All @@ -326,10 +325,10 @@ SO4:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
category: "Aerosols"
derivable_from: ["so4_a1", "so4_a2", "so4_a3"]
derivable_from_cam_chem: ["so4_a1", "so4_a2", "so4_a3", "so4_a5"]
Expand All @@ -341,10 +340,10 @@ SOA:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
category: "Aerosols"
derivable_from: ["soa_a1", "soa_a2"]
derivable_from_cam_chem: ["soa1_a1", "soa2_a1", "soa3_a1", "soa4_a1", "soa5_a1", "soa1_a2", "soa2_a2", "soa3_a2", "soa4_a2", "soa5_a2"]
Expand All @@ -358,10 +357,10 @@ DUST:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
category: "Aerosols"
derivable_from: ["dst_a1", "dst_a2", "dst_a3"]
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
Expand All @@ -374,13 +373,13 @@ SeaSalt:
diff_colormap: "BrBG"
scale_factor: 1000000000
add_offset: 0
new_unit: '$\mu$g/m3'
new_unit: '$\\mu$g/m3'
mpl:
colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
ticks: [0.05,0.2,0.4,1,2,6,24,90]
diff_colorbar:
label : '$\mu$g/m3'
label : '$\\mu$g/m3'
ticks: [-10,8,6,4,2,0,-2,-4,-6,-8,-10]
category: "Aerosols"
derivable_from: ["ncl_a1", "ncl_a2", "ncl_a3"]
Expand Down Expand Up @@ -2232,11 +2231,32 @@ CLWMODIS:
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
pct_diff_colormap: "PuOr_r"

CLMODIS:
category: "Clouds"
obs_file: 'MODIS_obs_data.nc'
obs_name: "MODIS"

CLD_MISR:
category: "Clouds"
obs_file: 'MISR_obs_data.nc'
obs_name: "MISR"

FISCCP1_COSP:
category: "COSP"
category: "Clouds"
obs_file: 'ISCCP_obs_data.nc'
obs_name: "ISCCP"
obs_var_name: "n_pctaudist"
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
pct_diff_colormap: "PuOr_r"

ISCCP_emd_centers:
category: "Clouds"
obs_file: 'ISCCP_emd-means_n_init5_centers_1.npy'

ISCCP_euclidean_centers:
category: "Clouds"
obs_file: 'CS_qualitative_clusters.npy'

ICE_ICLD_VISTAU:
category: "COSP"
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
Expand Down Expand Up @@ -2282,6 +2302,22 @@ MEANTBCLR_ISCCP:
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
pct_diff_colormap: "PuOr_r"

MISR_euclidean_centers:
category: "Clouds"
obs_file: 'MISR_6C_weather_state_centers.npy'

MISR_emd_centers:
category: "Clouds"
obs_file: 'MISR_emd-means_n_init5_centers_1.npy'

MODIS_euclidean_centers:
category: "Clouds"
obs_file: 'MODIS_6C_weather_state_centers.npy'

MODIS_emd_centers:
category: "Clouds"
obs_file: 'MODIS_emd-means_n_init5_centers_1.npy'

PCTMODIS:
category: "COSP"
pct_diff_contour_levels: [-100,-75,-50,-40,-30,-20,-10,-8,-6,-4,-2,0,2,4,6,8,10,20,30,40,50,75,100]
Expand Down
2 changes: 1 addition & 1 deletion scripts/plotting/adf_histogram.py
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Original file line number Diff line number Diff line change
Expand Up @@ -243,7 +243,7 @@ def make_histograms(data, land, vres):
bins = np.arange(*vres['contour_levels_range'])
else:
print("WARNING: no sensible defaults found -- histogram will use 25 bins (bins may differ across cases)")
bins = np.linspace(data.min(), data.max(), 26)
bins = np.linspace(data.min().values, data.max().values, 26)

# extend bins to catch all values
hbins = np.insert(bins, 0, np.finfo(float).min)
Expand Down
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