From f2b0a61b2fc7b92bb804ef7a7b8ed7628e279f26 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Wed, 27 Dec 2023 11:28:07 -0600
Subject: [PATCH] snapshot...
---
.../deeplearning/cloud_fraction_fcn_abi.py | 26 +++++++++++++++++++
1 file changed, 26 insertions(+)
diff --git a/modules/deeplearning/cloud_fraction_fcn_abi.py b/modules/deeplearning/cloud_fraction_fcn_abi.py
index 63bce62f..3e7008d7 100644
--- a/modules/deeplearning/cloud_fraction_fcn_abi.py
+++ b/modules/deeplearning/cloud_fraction_fcn_abi.py
@@ -186,6 +186,32 @@ def get_label_data_5cat(grd_k):
return s
+def get_label_data_8cat(grd_k):
+ grd_k = np.where(np.isnan(grd_k), 0, grd_k)
+ grd_k = np.where(grd_k < 0.5, 0, 1)
+
+ s = grd_k[:, 0::4, 0::4] + grd_k[:, 1::4, 0::4] + grd_k[:, 2::4, 0::4] + grd_k[:, 3::4, 0::4] + \
+ grd_k[:, 0::4, 1::4] + grd_k[:, 1::4, 1::4] + grd_k[:, 2::4, 1::4] + grd_k[:, 3::4, 1::4] + \
+ grd_k[:, 0::4, 2::4] + grd_k[:, 1::4, 2::4] + grd_k[:, 2::4, 2::4] + grd_k[:, 3::4, 2::4] + \
+ grd_k[:, 0::4, 3::4] + grd_k[:, 1::4, 3::4] + grd_k[:, 2::4, 3::4] + grd_k[:, 3::4, 3::4]
+
+ cat_0 = np.logical_and(s >= 0, s < 1) # CLDY
+ cat_1 = np.logical_and(s >= 1, s < 4)
+ cat_2 = np.logical_and(s >= 4, s < 6)
+ cat_3 = np.logical_and(s >= 6, s < 9)
+ cat_4 = np.logical_and(s >= 9, s < 11)
+ cat_5 = np.logical_and(s >= 11, s < 14)
+ cat_6 = np.logical_and(s >= 14, s <= 15)
+ cat_7 = np.logical_and(s > 15, s <= 16) # CLR
+
+ s[cat_0] = 0
+ s[cat_1] = 1
+ s[cat_2] = 2
+ s[cat_3] = 3
+ s[cat_4] = 4
+
+ return s
+
def get_label_data(grd_k):
grd_k = np.where(np.isnan(grd_k), 0, grd_k)
grd_k = np.where(grd_k < 0.5, 0, 1)
--
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