diff --git a/modules/icing/pirep_goes.py b/modules/icing/pirep_goes.py
index 4fc488ed9475cb9f4ade15cb994f2f2b3a697ce6..bc09c855803a04e93c60cc21c4255093bb9fc053 100644
--- a/modules/icing/pirep_goes.py
+++ b/modules/icing/pirep_goes.py
@@ -567,70 +567,6 @@ def pirep_info(pirep_dct):
return flt_lvl_s, ice_intensity_s, lat_s, lon_s
-# Keep for example
-# def analyze(ice_dct, no_ice_dct):
-#
-# last_file = None
-# ice_files = []
-# ice_times = []
-# for ts in list(ice_dct.keys()):
-# try:
-# ds = get_goes_datasource(ts)
-# goes_file, t_0, _ = ds.get_file(ts)
-# if goes_file is not None and goes_file != last_file:
-# ice_files.append(goes_file)
-# ice_times.append(t_0)
-# last_file = goes_file
-# except Exception:
-# continue
-#
-# last_file = None
-# no_ice_files = []
-# no_ice_times = []
-# for ts in list(no_ice_dct.keys()):
-# try:
-# ds = get_goes_datasource(ts)
-# goes_file, t_0, _ = ds.get_file(ts)
-# if goes_file is not None and goes_file != last_file:
-# no_ice_files.append(goes_file)
-# no_ice_times.append(t_0)
-# last_file = goes_file
-# except Exception:
-# continue
-#
-# ice_times = np.array(ice_times)
-# no_ice_times = np.array(no_ice_times)
-#
-# itrsct_vals, comm1, comm2 = np.intersect1d(no_ice_times, ice_times, return_indices=True)
-#
-# ice_indexes = np.arange(len(ice_times))
-#
-# ucomm2 = np.setxor1d(comm2, ice_indexes)
-# np.random.seed(42)
-# np.random.shuffle(ucomm2)
-# ucomm2 = ucomm2[0:8000]
-#
-# files_comm = []
-# for i in comm2:
-# files_comm.append(ice_files[i])
-#
-# files_extra = []
-# times_extra = []
-# for i in ucomm2:
-# files_extra.append(ice_files[i])
-# times_extra.append(ice_times[i])
-#
-# files = files_comm + files_extra
-# times = itrsct_vals.tolist() + times_extra
-# times = np.array(times)
-#
-# sidxs = np.argsort(times)
-# for i in sidxs:
-# filename = os.path.split(files[i])[1]
-# so = re.search('_s\\d{11}', filename)
-# dt_str = so.group()
-# print(dt_str[2:])
-
lon_space_hdeg = np.linspace(-180, 180, 721)
lat_space_hdeg = np.linspace(-90, 90, 361)
@@ -1139,141 +1075,6 @@ def run_qc(filename, filename_l1b, day_night='ANY', pass_thresh_frac=0.20, cloud
return len(icing_alt), len(keep_idxs)
-# def apply_qc_icing_pireps(icing_alt, cld_top_hgt, cld_geo_dz, cld_phase, cld_opd, cld_mask, bt_11um, solzen, satzen, day_night='ANY'):
-#
-# if day_night == 'DAY':
-# opd_thick_threshold = 20
-# opd_thin_threshold = 1
-# elif day_night == 'NIGHT' or day_night == 'ANY':
-# opd_thick_threshold = 2
-# opd_thin_threshold = 0.1
-#
-# closeness_top = 100.0 # meters
-# closeness_bot = 100.0
-# max_depth = 3000.0
-#
-# num_obs = len(icing_alt)
-# cld_mask = cld_mask.reshape((num_obs, -1))
-# cld_top_hgt = cld_top_hgt.reshape((num_obs, -1))
-# cld_geo_dz = cld_geo_dz.reshape((num_obs, -1))
-# bt_11um = bt_11um.reshape((num_obs, -1))
-#
-# mask = []
-# idxs = []
-# num_tested = []
-# for i in range(num_obs):
-# if not check_oblique(satzen[i,]):
-# continue
-# if day_night == 'NIGHT' and not is_night(solzen[i,]):
-# continue
-# elif day_night == 'DAY' and not is_day(solzen[i,]):
-# continue
-# elif day_night == 'ANY':
-# pass
-# # if not (is_day(solzen[i,]) or is_night(solzen[i,])):
-# # continue
-#
-# keep_0 = np.logical_or(cld_mask[i,] == 2, cld_mask[i,] == 3) # cloudy
-# keep_1 = np.invert(np.isnan(cld_top_hgt[i,]))
-# keep_2 = np.invert(np.isnan(bt_11um[i,]))
-# keep_3 = np.invert(np.isnan(cld_geo_dz[i,]))
-# keep = keep_0 & keep_1 & keep_2 & keep_3
-# num_keep = np.sum(keep)
-# if num_keep == 0:
-# continue
-#
-# # Test 1
-# keep = np.where(keep, (cld_top_hgt[i,] + closeness_top) > icing_alt[i], False)
-# # keep = np.where(keep, (cld_top_hgt[i,] - cld_geo_dz[i,] - closeness_bot) < icing_alt[i], False)
-# keep = np.where(keep, (cld_top_hgt[i,] - max_depth) < icing_alt[i], False)
-#
-# # # Test2
-# # keep = np.where(keep,
-# # np.invert((cld_phase[i,] == 4) &
-# # np.logical_and(cld_top_hgt[i,]+closeness > icing_alt[i], cld_top_hgt[i,]-closeness < icing_alt[i])),
-# # False)
-# #
-# # # Test4
-# # keep = np.where(keep, np.invert((cld_phase[i,] == 4) & (cld_opd[i,] < opd_thin_threshold)), False)
-# #
-# # # Test5 and Test6
-# # keep = np.where(keep, np.logical_and(bt_11um[i,] > 228.0, bt_11um[i,] < 270.0), False)
-# #
-# # # Test3
-# # keep = np.where(keep, (cld_opd[i,] >= opd_thick_threshold) & (cld_phase[i,] == 4), False)
-#
-# mask.append(keep)
-# idxs.append(i)
-# num_tested.append(num_keep)
-#
-# return mask, idxs, num_tested
-
-
-# def apply_qc_no_icing_pireps(icing_alt, cld_top_hgt, cld_geo_dz, cld_phase, cld_opd, cld_mask, bt_11um, solzen, satzen, day_night='ANY'):
-#
-# if day_night == 'DAY':
-# opd_thick_threshold = 20
-# opd_thin_threshold = 1
-# elif day_night == 'NIGHT' or day_night == 'ANY':
-# opd_thick_threshold = 2
-# opd_thin_threshold = 0.1
-#
-# closeness_top = 100.0 # meters
-# closeness_bot = 200.0
-# max_depth = 3000.0
-#
-# num_obs = len(icing_alt)
-# cld_mask = cld_mask.reshape((num_obs, -1))
-# cld_top_hgt = cld_top_hgt.reshape((num_obs, -1))
-# cld_geo_dz = cld_geo_dz.reshape((num_obs, -1))
-# bt_11um = bt_11um.reshape((num_obs, -1))
-#
-# mask = []
-# idxs = []
-# num_tested = []
-# for i in range(num_obs):
-# if not check_oblique(satzen[i,]):
-# continue
-# if day_night == 'NIGHT' and not is_night(solzen[i,]):
-# continue
-# elif day_night == 'DAY' and not is_day(solzen[i,]):
-# continue
-# elif day_night == 'ANY':
-# pass
-# # if not (is_day(solzen[i,]) or is_night(solzen[i,])):
-# # continue
-#
-# keep_0 = np.logical_or(cld_mask[i,] == 2, cld_mask[i,] == 3) # cloudy
-# keep_1 = np.invert(np.isnan(cld_top_hgt[i,]))
-# keep_2 = np.invert(np.isnan(bt_11um[i,]))
-# keep_3 = np.invert(np.isnan(cld_geo_dz[i,]))
-# keep = keep_0 & keep_1 & keep_2 & keep_3
-# num_keep = np.sum(keep)
-# if num_keep == 0:
-# continue
-#
-# keep = np.where(keep, (cld_top_hgt[i,] + closeness_top) > icing_alt[i], False)
-# # keep = np.where(keep, (cld_top_hgt[i,] - cld_geo_dz[i,] - closeness_bot) < icing_alt[i], False)
-# keep = np.where(keep, (cld_top_hgt[i,] - max_depth) < icing_alt[i], False)
-#
-# # keep = np.where(keep, np.logical_and(bt_11um[i,] > 228.0, bt_11um[i,] < 273.0), False)
-#
-# # Test6
-# # keep = np.where(keep, (bt_11um[i,] < 228.0), False)
-#
-# # Test1
-# # keep = np.where(keep, cld_top_hgt[i,] > icing_alt[i], False)
-#
-# # Test3
-# # keep = np.where(keep, np.invert((cld_opd[i,] >= opd_thick_threshold) & (cld_phase[i,] == 4) & (cld_top_hgt[i,] > icing_alt[i])), False)
-#
-# mask.append(keep)
-# idxs.append(i)
-# num_tested.append(num_keep)
-#
-# return mask, idxs, num_tested
-
-
def apply_qc_icing_pireps(icing_alt, cld_top_hgt, cld_geo_dz, cld_phase, cld_opd, cld_mask, bt_11um, solzen, satzen, cld_top_temp, day_night='ANY', cloudy_frac=0.5):
if day_night == 'DAY':