diff --git a/modules/icing/pirep_goes.py b/modules/icing/pirep_goes.py
index 9094c87544f5ac1241b8d3c925b745fbc6eaa2d0..80881ce10d96273862723296393c0cbec7ffb781 100644
--- a/modules/icing/pirep_goes.py
+++ b/modules/icing/pirep_goes.py
@@ -755,14 +755,6 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
     ice_keys_2 = np.array(ice_keys_2)
     ice_tidx_2 = np.array(ice_tidx_2, dtype='int64')
     print('2: ', ice_keys_2.shape[0])
-    np.random.seed(42)
-    ridxs = np.random.permutation(np.arange(ice_keys_2.shape[0]))
-    ice_keys_2 = ice_keys_2[ridxs]
-    ice_tidx_2 = ice_tidx_2[ridxs]
-    num = int(ice_keys_2.shape[0] * 0.9)
-    ice_keys_2 = ice_keys_2[0:num]
-    ice_tidx_2 = ice_tidx_2[0:num]
-    print('2: reduced: ', ice_tidx_2.shape)
 
     ice_keys_1 = np.array(ice_keys_1)
     ice_tidx_1 = np.array(ice_tidx_1, dtype='int64')
@@ -786,8 +778,8 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
     ridxs = np.random.permutation(np.arange(no_ice_keys.shape[0]))
     no_ice_keys = no_ice_keys[ridxs]
     no_ice_tidx = no_ice_tidx[ridxs]
-    no_ice_keys = no_ice_keys[::4]
-    no_ice_tidx = no_ice_tidx[::4]
+    no_ice_keys = no_ice_keys[::3]
+    no_ice_tidx = no_ice_tidx[::3]
     print('no ice reduced: ', no_ice_keys.shape[0])
     print('---------------------------------')
 
@@ -804,7 +796,7 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
     all_which = all_which[sidxs]
 
     grd_bins = np.full((lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
-    #grd_bins = np.full((hgt_space_3000.shape[0], lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
+    # grd_bins = np.full((hgt_space_3000.shape[0], lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
     cnt_i = 0
     cnt_ni = 0
     for idx, key in enumerate(all_keys):
@@ -819,9 +811,10 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
 
         lat, lon, falt = tup[0], tup[1], tup[2]
 
-        #if not check_no_overlap_alt(lon, lat, falt, key, grd_bins, t_delta=t_delta):
+        # if not check_no_overlap_alt(lon, lat, falt, key, grd_bins, t_delta=t_delta):
         if not check_no_overlap(lon, lat, key, grd_bins, t_delta=t_delta):
-            continue
+            # continue
+            pass
 
         if i_ni == 0:
             cnt_ni += 1
@@ -846,7 +839,7 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
     neg_ice_tidx = np.array(neg_ice_tidx)
     print('neg ice total: ', neg_ice_keys.shape[0])
 
-    #grd_bins = np.full((hgt_space_3000.shape[0], lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
+    # grd_bins = np.full((hgt_space_3000.shape[0], lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
     grd_bins = np.full((lat_space_hdeg.shape[0], lon_space_hdeg.shape[0]), -(t_delta+1))
     cnt = 0
     for idx, key in enumerate(neg_ice_keys):
@@ -854,9 +847,10 @@ def process(ice_dct, no_ice_dct, neg_ice_dct, t_delta=600):
         tup = rpts[neg_ice_tidx[idx]]
 
         lat, lon, falt = tup[0], tup[1], tup[2]
-        #if not check_no_overlap_alt(lon, lat, falt, key, grd_bins, t_delta=t_delta):
+        # if not check_no_overlap_alt(lon, lat, falt, key, grd_bins, t_delta=t_delta):
         if not check_no_overlap(lon, lat, key, grd_bins, t_delta=t_delta):
-            continue
+            # continue
+            pass
         cnt += 1
 
         n_rpts = new_neg_ice_dct.get(key)