From d134a125820d0b396a1c97364d336c084360d882 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Wed, 23 Nov 2022 10:51:08 -0600
Subject: [PATCH] snapshot...
---
modules/util/util.py | 39 ++++++++++++++++++++++++++++++++++++++-
1 file changed, 38 insertions(+), 1 deletion(-)
diff --git a/modules/util/util.py b/modules/util/util.py
index d2eb362e..0143f4a5 100644
--- a/modules/util/util.py
+++ b/modules/util/util.py
@@ -1411,4 +1411,41 @@ def resample_2d_linear(x, y, z, x_new, y_new):
def resample_2d_linear_one(x, y, z, x_new, y_new):
f = interp2d(x, y, z)
- return f(x_new, y_new)
\ No newline at end of file
+ return f(x_new, y_new)
+
+
+def get_training_parameters(day_night='DAY', l1b_andor_l2='both', satellite='GOES16', use_dnb=False):
+ if day_night == 'DAY':
+ train_params_l2 = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction',
+ 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp', 'iwc_dcomp', 'lwc_dcomp']
+
+ if satellite == 'GOES16':
+ train_params_l1b = ['temp_10_4um_nom', 'temp_11_0um_nom', 'temp_12_0um_nom', 'temp_13_3um_nom', 'temp_3_75um_nom',
+ 'temp_6_2um_nom', 'temp_6_7um_nom', 'temp_7_3um_nom', 'temp_9_7um_nom',
+ 'refl_0_47um_nom', 'refl_0_65um_nom', 'refl_0_86um_nom', 'refl_1_38um_nom', 'refl_1_60um_nom']
+ # 'refl_2_10um_nom']
+ elif satellite == 'H08':
+ train_params_l1b = ['temp_10_4um_nom', 'temp_12_0um_nom', 'temp_8_5um_nom', 'temp_3_75um_nom', 'refl_2_10um_nom',
+ 'refl_1_60um_nom', 'refl_0_86um_nom', 'refl_0_47um_nom']
+ else:
+ train_params_l2 = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction',
+ 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_acha', 'cld_opd_acha']
+
+ if use_dnb is True:
+ train_params_l2 = ['cld_height_acha', 'cld_geo_thick', 'cld_temp_acha', 'cld_press_acha', 'supercooled_cloud_fraction',
+ 'cld_emiss_acha', 'conv_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp', 'iwc_dcomp', 'lwc_dcomp']
+
+ if satellite == 'GOES16':
+ train_params_l1b = ['temp_10_4um_nom', 'temp_11_0um_nom', 'temp_12_0um_nom', 'temp_13_3um_nom', 'temp_3_75um_nom',
+ 'temp_6_2um_nom', 'temp_6_7um_nom', 'temp_7_3um_nom', 'temp_9_7um_nom']
+ elif satellite == 'H08':
+ train_params_l1b = ['temp_10_4um_nom', 'temp_12_0um_nom', 'temp_8_5um_nom', 'temp_3_75um_nom']
+
+ if l1b_andor_l2 == 'both':
+ train_params = train_params_l1b + train_params_l2
+ elif l1b_andor_l2 == 'l1b':
+ train_params = train_params_l1b
+ elif l1b_andor_l2 == 'l2':
+ train_params = train_params_l2
+
+ return train_params, train_params_l1b, train_params_l2
--
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