From 9e36a2150b18dc715f9617fd2109cd0939489521 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 3 Mar 2023 21:05:27 +0100 Subject: [PATCH 01/21] Need newer satpy even if gac2pps is broken --- setup.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 3c202f7..1868ef0 100644 --- a/setup.py +++ b/setup.py @@ -35,7 +35,7 @@ except ImportError: pass -requires = ['satpy <= 0.37', 'pyorbital', 'trollsift', 'pyspectral', 'h5netcdf'], +requires = ['satpy', 'pyorbital', 'trollsift', 'pyspectral', 'h5netcdf'], NAME = "level1c4pps" README = open('README.md', 'r').read() @@ -59,6 +59,7 @@ 'bin/gac2pps.py', 'bin/mersi22pps.py', 'bin/viirs2pps.py', + 'bin/vgac2pps.py', 'bin/slstr2pps.py', 'bin/metimage2pps.py', 'bin/eumgacfdr2pps.py', From 47753d3bc8e68146f65c10dd6f8762bf55f637a9 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 3 Mar 2023 21:08:35 +0100 Subject: [PATCH 02/21] VGAC converter --- bin/vgac2pps.py | 56 +++++++++++++ level1c4pps/__init__.py | 9 ++ level1c4pps/vgac2pps_lib.py | 162 ++++++++++++++++++++++++++++++++++++ 3 files changed, 227 insertions(+) create mode 100644 bin/vgac2pps.py create mode 100644 level1c4pps/vgac2pps_lib.py diff --git a/bin/vgac2pps.py b/bin/vgac2pps.py new file mode 100644 index 0000000..f3883c3 --- /dev/null +++ b/bin/vgac2pps.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +# Copyright (c) 2019 level1c4pps developers +# +# This file is part of level1c4pps +# +# level1c4pps is free software: you can redistribute it and/or modify it +# under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# level1c4pps is distributed in the hope that it will be useful, but +# WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +# General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with level1c4pps. If not, see . +# Author(s): + +# Martin Raspaud +# Nina Hakansson +# Adam.Dybbroe + +"""Script to convert VIIRS level-1 to PPS level-1c format using Pytroll/Satpy.""" + +import argparse +from level1c4pps.vgac2pps_lib import process_one_scene + + +if __name__ == "__main__": + """ Create PPS-format level1c data + From a list of VIIRS level-1 files create a NWCSAF/PPS formatet level1c file for pps. + """ + parser = argparse.ArgumentParser( + description=('Script to produce a PPS-level1c file for a VIIRS level-1 scene')) + parser.add_argument('files', metavar='fileN', type=str, nargs='+', + help='List of VIIRS files to process') + parser.add_argument('-o', '--out_dir', type=str, nargs='?', + required=False, default='.', + help="Output directory where to store the level1c file") + parser.add_argument('-ne', '--nc_engine', type=str, nargs='?', + required=False, default='h5netcdf', + help="Engine for saving netcdf files netcdf4 or h5netcdf (default).") + parser.add_argument('-all_ch', '--all_channels', action='store_true', + help="Save all 36 channels to level1c4pps file.") + parser.add_argument('-pps_ch', '--pps_channels', action='store_true', + help="Save only the necessary (for PPS) channels to level1c4pps file.") + parser.add_argument('-on', '--orbit_number', type=int, nargs='?', + required=False, default=0, + help="Orbit number (default is 00000).") + + options = parser.parse_args() + process_one_scene(options.files, options.out_dir, engine=options.nc_engine, + all_channels=options.all_channels, pps_channels=options.pps_channels, + orbit_n=options.orbit_number) diff --git a/level1c4pps/__init__.py b/level1c4pps/__init__.py index 6299c08..4365c64 100644 --- a/level1c4pps/__init__.py +++ b/level1c4pps/__init__.py @@ -130,14 +130,18 @@ SATPY_ANGLE_NAMES = { 'solar_zenith': 'sunzenith', # no _angle 'solar_zenith_angle': 'sunzenith', + 'sza': 'sunzenith', 'solar_azimuth': 'sunazimuth', # no _angle 'solar_azimuth_angle': 'sunazimuth', + 'azn': 'sunazimuth', 'satellite_zenith_angle': 'satzenith', 'sensor_zenith_angle': 'satzenith', 'observation_zenith': 'satzenith', + 'vza': 'satzenith', 'satellite_azimuth_angle': 'satazimuth', 'sensor_azimuth_angle': 'satazimuth', 'observation_azimuth': 'satazimuth', + 'azi': 'satazimuth', 'sun_sensor_azimuth_difference_angle': 'azimuthdiff', } @@ -250,6 +254,10 @@ def dt64_to_datetime(dt64): seconds_since_epoch = (dt64 - unix_epoch) / one_second dt = datetime.utcfromtimestamp(seconds_since_epoch) return dt + elif type(dt64) == np.float64: + seconds_since_epoch = dt64 + dt = datetime.utcfromtimestamp(seconds_since_epoch) + return dt return dt64 @@ -516,6 +524,7 @@ def platform_name_to_use_in_filename(platform_name): new_name = 'metopsga1' replace_dict = {'aqua': '2', '-': '', + 'jpss1': 'noaa20', 'terra': '1', 'suomi': ''} for orig, new in replace_dict.items(): diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py new file mode 100644 index 0000000..e99ace2 --- /dev/null +++ b/level1c4pps/vgac2pps_lib.py @@ -0,0 +1,162 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +# Copyright (c) 2019 level1c4pps developers +# +# This file is part of level1c4pps +# +# level1c4pps is free software: you can redistribute it and/or modify it +# under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# level1c4pps is distributed in the hope that it will be useful, but +# WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +# General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with level1c4pps. If not, see . +# Author(s): + +# Martin Raspaud +# Nina Hakansson +# Adam.Dybbroe + +"""Functions to convert VGAC level-1c data to a NWCSAF/PPS level-1c formatet netCDF/CF file.""" + +import os +import time +from satpy.scene import Scene +from level1c4pps import (get_encoding, compose_filename, + set_header_and_band_attrs_defaults, + rename_latitude_longitude, + update_angle_attributes, get_header_attrs, + convert_angles) +import pyspectral # testing that pyspectral is available # noqa: F401 +import logging +from satpy.utils import debug_on +debug_on() + +# Example: + +logger = logging.getLogger('vgac2pps') + +# Order of BANDNAMES decides order of channels in file. Not important +# but nice to have the same order for I- and M-bands +BANDNAMES = ["M01", "M02", "M03", "M04", + "M05", "M06", "M07", # 0.6, 0.7, 0.9 M-band + "I01", "I02", # 0.6, 0.9 I-band + "M08", "M09", # 1.2, 1.3 M-band + "M10", # 1.6 M-band + "I03", # 1.6 I-band + "M11", # 2.25 M-band + "M12", # 3.7 M-band + "I04", # 3.7 I-band + "M13", "M14", # 4.05, 8.55 M-band + "M15", "M16", # 11, 12 M-band + "I05"] # 11.5 I-band + +MBANDS = ["M01", "M02", "M03", "M04", "M05", "M06", "M07", "M08", + "M09", "M10", "M11", "M12", "M13", "M14", "M15", "M16"] + + +REFL_BANDS = ["M01", "M02", "M03", "M04", "M05", "M06", "M07", "M08", + "M09"] + +MBAND_PPS = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] + +MBAND_DEFAULT = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] + + +ANGLE_NAMES = ['vza', 'sza', 'azn', 'azi'] + +PPS_TAGNAMES = {"M05": 'ch_r06', + "M07": 'ch_r09', + "M09": 'ch_r13', + "M10": 'ch_r16', + "M12": 'ch_tb37', + "M11": 'ch_r22', + "M14": 'ch_tb85', + "M15": 'ch_tb11', + "M16": 'ch_tb12', + "I01": 'ch_r06', + "I02": 'ch_r09', + "I03": 'ch_r16', + "I04": 'ch_tb37', + # Not used by pps: + "I05": 'ch_tbxx', + "M01": 'ch_rxx', + "M02": 'ch_rxx', + "M03": 'ch_rxx', + "M04": 'ch_rxx', + "M06": 'ch_rxx', + "M08": 'ch_rxx', + "M13": 'ch_tbxx'} + + +def get_encoding_viirs(scene): + """Get netcdf encoding for all datasets.""" + return get_encoding(scene, + BANDNAMES, + PPS_TAGNAMES, + chunks=None) + + +def set_header_and_band_attrs(scene, orbit_n=0): + """Set and delete some attributes.""" + irch = scene['M15'] + nimg = set_header_and_band_attrs_defaults(scene, BANDNAMES, PPS_TAGNAMES, REFL_BANDS, irch, orbit_n=orbit_n) + scene.attrs['source'] = "vgac2pps.py" + for band in REFL_BANDS: + if band not in scene: + continue + # For VIIRS data sun_zenith_angle_correction_applied is applied always! + scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' + return nimg + + +def process_one_scene(scene_files, out_path, engine='h5netcdf', + all_channels=False, pps_channels=False, orbit_n=0): + """Make level 1c files in PPS-format.""" + tic = time.time() + scn_ = Scene( + reader='viirs_vgac_l1c_nc', + filenames=scene_files) + + MY_MBAND = MBAND_DEFAULT + + if all_channels: + MY_MBAND = MBANDS + if pps_channels: + MY_MBAND = MBAND_PPS + + scn_.load(MY_MBAND + + ANGLE_NAMES + #+ ['M12_LUT', 'M13_LUT', 'M15_LUT', 'M16_LUT'] + + ['latitude', 'longitude', 'time']) + + # one ir channel + irch = scn_['M15'] + + # Set header and band attributes + set_header_and_band_attrs(scn_, orbit_n=orbit_n) + + # Rename longitude, latitude to lon, lat. + rename_latitude_longitude(scn_) + + # Convert angles to PPS + convert_angles(scn_, delete_azimuth=True) + update_angle_attributes(scn_, irch) + + filename = compose_filename(scn_, out_path, instrument='viirs', band=irch) + scn_.save_datasets(writer='cf', + filename=filename, + header_attrs=get_header_attrs(scn_, band=irch, sensor='viirs'), + engine=engine, + include_lonlats=False, + flatten_attrs=True, + encoding=get_encoding_viirs(scn_)) + print("Saved file {:s} after {:3.1f} seconds".format( + os.path.basename(filename), + time.time()-tic)) + return filename From de86688b5eaa5bd16769ff4fd13ac111dbdd84de Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 6 Mar 2023 14:44:41 +0100 Subject: [PATCH 03/21] Added option to convert to noaa19 --- bin/vgac2pps.py | 4 +++- level1c4pps/vgac2pps_lib.py | 33 +++++++++++++++++++++++++++++---- 2 files changed, 32 insertions(+), 5 deletions(-) diff --git a/bin/vgac2pps.py b/bin/vgac2pps.py index f3883c3..28650b7 100644 --- a/bin/vgac2pps.py +++ b/bin/vgac2pps.py @@ -44,6 +44,8 @@ help="Engine for saving netcdf files netcdf4 or h5netcdf (default).") parser.add_argument('-all_ch', '--all_channels', action='store_true', help="Save all 36 channels to level1c4pps file.") + parser.add_argument('-n19', '--as_noaa19', action='store_true', + help="Save all 36 channels to level1c4pps file.") parser.add_argument('-pps_ch', '--pps_channels', action='store_true', help="Save only the necessary (for PPS) channels to level1c4pps file.") parser.add_argument('-on', '--orbit_number', type=int, nargs='?', @@ -53,4 +55,4 @@ options = parser.parse_args() process_one_scene(options.files, options.out_dir, engine=options.nc_engine, all_channels=options.all_channels, pps_channels=options.pps_channels, - orbit_n=options.orbit_number) + orbit_n=options.orbit_number, as_noaa19=options.as_noaa19) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index e99ace2..0f66bd0 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -65,6 +65,8 @@ MBAND_PPS = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] +MBAND_AVHRR = ["M05", "M07", "M12", "M15", "M16"] + MBAND_DEFAULT = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] @@ -93,6 +95,21 @@ "M08": 'ch_rxx', "M13": 'ch_tbxx'} +def convert_to_noaa19(scene): + """ + N19_ch1 = 1.022*M5 (corr-coeff 0.9995) + N19_ch2 = 0.729*M6 (corr-coeff 0.9987) + N19_ch3b = -1.1603*10^2 + 1.8362 * M12 – 1.501*10^3*M12^2 (corr-coeff 0.9942) + N19_ch4 = 1.0003*M15 (corr-coeff 1.0!) + N19_ch5 = 0.8 + 0.9956*M16 (corr-coeff 1.0!) + """ + scene["M05"].values = 1.022*scene["M05"] + scene["M07"].values = 0.729*scene["M07"] + scene["M15"].values = 1.0003*scene["M15"] + scene["M16"].values = 0.8 + 0.9956 * scene["M16"] + scene["M12"].values = -1.1603*100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] + scene.attrs["platform"] = "noaa19" + def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" @@ -116,7 +133,7 @@ def set_header_and_band_attrs(scene, orbit_n=0): def process_one_scene(scene_files, out_path, engine='h5netcdf', - all_channels=False, pps_channels=False, orbit_n=0): + all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False): """Make level 1c files in PPS-format.""" tic = time.time() scn_ = Scene( @@ -129,6 +146,8 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', MY_MBAND = MBANDS if pps_channels: MY_MBAND = MBAND_PPS + if as_noaa19: + MY_MBAND = MBAND_AVHRR scn_.load(MY_MBAND + ANGLE_NAMES @@ -145,13 +164,19 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', rename_latitude_longitude(scn_) # Convert angles to PPS - convert_angles(scn_, delete_azimuth=True) + convert_angles(scn_, delete_azimuth=False) update_angle_attributes(scn_, irch) - filename = compose_filename(scn_, out_path, instrument='viirs', band=irch) + # Adjust to noaa19 with sbafs from KG + sensor = "viirs" + if as_noaa19: + sensor = "avhrr" + convert_to_noaa19(scn_) + + filename = compose_filename(scn_, out_path, instrument=sensor, band=irch) scn_.save_datasets(writer='cf', filename=filename, - header_attrs=get_header_attrs(scn_, band=irch, sensor='viirs'), + header_attrs=get_header_attrs(scn_, band=irch, sensor=sensor), engine=engine, include_lonlats=False, flatten_attrs=True, From e5536e2fd4bba3b647bd5842b4ec7c2d6bb553c7 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Thu, 9 Mar 2023 13:08:31 +0100 Subject: [PATCH 04/21] =?UTF-8?q?Change=20platform=20names=20f=C3=B6r=20vg?= =?UTF-8?q?ac=20as=20noaa19?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- level1c4pps/vgac2pps_lib.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 0f66bd0..55f6fda 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -108,8 +108,10 @@ def convert_to_noaa19(scene): scene["M15"].values = 1.0003*scene["M15"] scene["M16"].values = 0.8 + 0.9956 * scene["M16"] scene["M12"].values = -1.1603*100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] - scene.attrs["platform"] = "noaa19" - + if "npp" in scene.attrs["platform"].lower(): + scene.attrs["platform"] = "vgacsnpp" + scene.attrs["platform"] = scene.attrs["platform"].replace("noaa", "vgac") + #scene.attrs["platform"] = "noaa19" def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" From 3aa9dc6931520410aabf8371861e6226693c2556 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Thu, 9 Mar 2023 15:52:17 +0100 Subject: [PATCH 05/21] Bug fix --- level1c4pps/vgac2pps_lib.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 55f6fda..844e907 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -65,7 +65,7 @@ MBAND_PPS = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] -MBAND_AVHRR = ["M05", "M07", "M12", "M15", "M16"] +MBAND_AVHRR = ["M05", "M06", "M12", "M15", "M16"] MBAND_DEFAULT = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] @@ -104,15 +104,15 @@ def convert_to_noaa19(scene): N19_ch5 = 0.8 + 0.9956*M16 (corr-coeff 1.0!) """ scene["M05"].values = 1.022*scene["M05"] - scene["M07"].values = 0.729*scene["M07"] + scene["M06"].values = 0.729*scene["M06"] scene["M15"].values = 1.0003*scene["M15"] scene["M16"].values = 0.8 + 0.9956 * scene["M16"] - scene["M12"].values = -1.1603*100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] + scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] if "npp" in scene.attrs["platform"].lower(): scene.attrs["platform"] = "vgacsnpp" scene.attrs["platform"] = scene.attrs["platform"].replace("noaa", "vgac") - #scene.attrs["platform"] = "noaa19" - + scene["M06"].attrs['id_tag'] = 'ch_r09' # Set here as M06 not used as ch_r09 normally in PPS + def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" return get_encoding(scene, From 5cc67b756713c5ba5d0f6886aa769e38d5617818 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 20 Mar 2023 13:26:15 +0100 Subject: [PATCH 06/21] VGAC refl channels are not in percent although unit is percent. So for now multiply them with 100. --- level1c4pps/vgac2pps_lib.py | 1 + 1 file changed, 1 insertion(+) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 844e907..e0f24a0 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -131,6 +131,7 @@ def set_header_and_band_attrs(scene, orbit_n=0): continue # For VIIRS data sun_zenith_angle_correction_applied is applied always! scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' + scene[band] = 100 * scene[band] # VGAC refl channels not in percent (yet?) return nimg From ec2807dbe0fb87453100e659f67c8b4fc7c37cc8 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Wed, 22 Mar 2023 12:36:10 +0100 Subject: [PATCH 07/21] Make sure dask will not forget attributes --- level1c4pps/vgac2pps_lib.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index e0f24a0..3d5719d 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -131,7 +131,7 @@ def set_header_and_band_attrs(scene, orbit_n=0): continue # For VIIRS data sun_zenith_angle_correction_applied is applied always! scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' - scene[band] = 100 * scene[band] # VGAC refl channels not in percent (yet?) + scene[band].values = 100 * scene[band].values # VGAC refl channels not in percent (yet?) return nimg From 758d2c12909a0e1adde30bdf4b519d2581e78e3b Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 27 Mar 2023 13:53:44 +0200 Subject: [PATCH 08/21] Scaling done in satpy --- level1c4pps/vgac2pps_lib.py | 1 - 1 file changed, 1 deletion(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 3d5719d..844e907 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -131,7 +131,6 @@ def set_header_and_band_attrs(scene, orbit_n=0): continue # For VIIRS data sun_zenith_angle_correction_applied is applied always! scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' - scene[band].values = 100 * scene[band].values # VGAC refl channels not in percent (yet?) return nimg From 0665300946a66f7602034ebb4d375a8da811b42d Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Tue, 4 Apr 2023 14:54:26 +0200 Subject: [PATCH 09/21] Use M07 for ch09 --- level1c4pps/vgac2pps_lib.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 844e907..758383b 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -97,21 +97,23 @@ def convert_to_noaa19(scene): """ - N19_ch1 = 1.022*M5 (corr-coeff 0.9995) - N19_ch2 = 0.729*M6 (corr-coeff 0.9987) + N19_ch1 = 0.958*M5 + N19_ch2 = 0.878*M7 + # N19_ch1 = 1.022*M5 (corr-coeff 0.9995) + # N19_ch2 = 0.729*M6 (corr-coeff 0.9987) N19_ch3b = -1.1603*10^2 + 1.8362 * M12 – 1.501*10^3*M12^2 (corr-coeff 0.9942) N19_ch4 = 1.0003*M15 (corr-coeff 1.0!) N19_ch5 = 0.8 + 0.9956*M16 (corr-coeff 1.0!) """ - scene["M05"].values = 1.022*scene["M05"] - scene["M06"].values = 0.729*scene["M06"] + scene["M05"].values = 0.958*scene["M05"] + scene["M07"].values = 0.878*scene["M07"] scene["M15"].values = 1.0003*scene["M15"] scene["M16"].values = 0.8 + 0.9956 * scene["M16"] scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] if "npp" in scene.attrs["platform"].lower(): scene.attrs["platform"] = "vgacsnpp" scene.attrs["platform"] = scene.attrs["platform"].replace("noaa", "vgac") - scene["M06"].attrs['id_tag'] = 'ch_r09' # Set here as M06 not used as ch_r09 normally in PPS + #scene["M06"].attrs['id_tag'] = 'ch_r09' # Set here as M06 not used as ch_r09 normally in PPS def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" From d62a3b3f644070dbf75c837993a34a2250f66773 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Tue, 11 Apr 2023 09:00:23 +0200 Subject: [PATCH 10/21] bugfix --- level1c4pps/vgac2pps_lib.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 758383b..5f04a32 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -65,7 +65,7 @@ MBAND_PPS = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] -MBAND_AVHRR = ["M05", "M06", "M12", "M15", "M16"] +MBAND_AVHRR = ["M05", "M07", "M12", "M15", "M16"] MBAND_DEFAULT = ["M05", "M07", "M09", "M10", "M11", "M12", "M14", "M15", "M16"] From 21d0ec51e2b06efcac45276fbc00f75b618b5a7d Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 9 Oct 2023 15:01:56 +0200 Subject: [PATCH 11/21] Add scanline_timestamp as for GAC and EUMETSATGACFDR --- level1c4pps/vgac2pps_lib.py | 34 ++++++++++++++++++++++++++-------- 1 file changed, 26 insertions(+), 8 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 5f04a32..f2aa258 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -108,13 +108,13 @@ def convert_to_noaa19(scene): scene["M05"].values = 0.958*scene["M05"] scene["M07"].values = 0.878*scene["M07"] scene["M15"].values = 1.0003*scene["M15"] - scene["M16"].values = 0.8 + 0.9956 * scene["M16"] + scene["M16"].values = 0.8 + 0.9956 * scene["M16"] scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] if "npp" in scene.attrs["platform"].lower(): - scene.attrs["platform"] = "vgacsnpp" + scene.attrs["platform"] = "vgacsnpp" scene.attrs["platform"] = scene.attrs["platform"].replace("noaa", "vgac") #scene["M06"].attrs['id_tag'] = 'ch_r09' # Set here as M06 not used as ch_r09 normally in PPS - + def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" return get_encoding(scene, @@ -135,6 +135,19 @@ def set_header_and_band_attrs(scene, orbit_n=0): scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' return nimg +def insert_timestamps(scene): + + file_time_unit = time.strptime(scene['proj_time0'].units, 'days since %d/%m/%YT%H:%M:%S') + ms_to_unit = time.mktime(file_time_unit) * 1000 + scene['time'].name = "Scanline time" + scene['scanline_timestamps'] = scene['time'] + scene['scanline_timestamps'].values = scene['time'].values * 60 * 60 * 1000 + scene['proj_time0'].values * 24 * 60 * 60* 1000 + ms_to_unit # hours => Milliseconds + import datetime + print(datetime.datetime.fromtimestamp(scene['scanline_timestamps'].values[0]/1000)) + print(datetime.datetime.fromtimestamp(scene['scanline_timestamps'].values[-1]/1000)) + del scene['time'] + del scene['proj_time0'] + scene['scanline_timestamps'].attrs['units'] = 'Milliseconds since 1970-01-01' def process_one_scene(scene_files, out_path, engine='h5netcdf', all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False): @@ -151,19 +164,22 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', if pps_channels: MY_MBAND = MBAND_PPS if as_noaa19: - MY_MBAND = MBAND_AVHRR + MY_MBAND = MBAND_AVHRR scn_.load(MY_MBAND + ANGLE_NAMES #+ ['M12_LUT', 'M13_LUT', 'M15_LUT', 'M16_LUT'] - + ['latitude', 'longitude', 'time']) + + ['latitude', 'longitude', 'time', 'proj_time0']) # one ir channel irch = scn_['M15'] + # Create GAC timeline variable + insert_timestamps(scn_) + # Set header and band attributes set_header_and_band_attrs(scn_, orbit_n=orbit_n) - + # Rename longitude, latitude to lon, lat. rename_latitude_longitude(scn_) @@ -176,15 +192,17 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', if as_noaa19: sensor = "avhrr" convert_to_noaa19(scn_) - + filename = compose_filename(scn_, out_path, instrument=sensor, band=irch) + encoding = get_encoding_viirs(scn_) + encoding['scanline_timestamps'].pop('units') scn_.save_datasets(writer='cf', filename=filename, header_attrs=get_header_attrs(scn_, band=irch, sensor=sensor), engine=engine, include_lonlats=False, flatten_attrs=True, - encoding=get_encoding_viirs(scn_)) + encoding=encoding) print("Saved file {:s} after {:3.1f} seconds".format( os.path.basename(filename), time.time()-tic)) From d1cb3f147e7d40e524b640f6507e96615387387c Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Thu, 12 Oct 2023 10:49:04 +0200 Subject: [PATCH 12/21] satpy reader handle time decoding --- level1c4pps/vgac2pps_lib.py | 23 ++--------------------- 1 file changed, 2 insertions(+), 21 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index f2aa258..57f5886 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -34,8 +34,6 @@ convert_angles) import pyspectral # testing that pyspectral is available # noqa: F401 import logging -from satpy.utils import debug_on -debug_on() # Example: @@ -135,20 +133,6 @@ def set_header_and_band_attrs(scene, orbit_n=0): scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' return nimg -def insert_timestamps(scene): - - file_time_unit = time.strptime(scene['proj_time0'].units, 'days since %d/%m/%YT%H:%M:%S') - ms_to_unit = time.mktime(file_time_unit) * 1000 - scene['time'].name = "Scanline time" - scene['scanline_timestamps'] = scene['time'] - scene['scanline_timestamps'].values = scene['time'].values * 60 * 60 * 1000 + scene['proj_time0'].values * 24 * 60 * 60* 1000 + ms_to_unit # hours => Milliseconds - import datetime - print(datetime.datetime.fromtimestamp(scene['scanline_timestamps'].values[0]/1000)) - print(datetime.datetime.fromtimestamp(scene['scanline_timestamps'].values[-1]/1000)) - del scene['time'] - del scene['proj_time0'] - scene['scanline_timestamps'].attrs['units'] = 'Milliseconds since 1970-01-01' - def process_one_scene(scene_files, out_path, engine='h5netcdf', all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False): """Make level 1c files in PPS-format.""" @@ -169,14 +153,11 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', scn_.load(MY_MBAND + ANGLE_NAMES #+ ['M12_LUT', 'M13_LUT', 'M15_LUT', 'M16_LUT'] - + ['latitude', 'longitude', 'time', 'proj_time0']) + + ['latitude', 'longitude', 'scanline_timestamps']) # one ir channel irch = scn_['M15'] - # Create GAC timeline variable - insert_timestamps(scn_) - # Set header and band attributes set_header_and_band_attrs(scn_, orbit_n=orbit_n) @@ -195,7 +176,7 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', filename = compose_filename(scn_, out_path, instrument=sensor, band=irch) encoding = get_encoding_viirs(scn_) - encoding['scanline_timestamps'].pop('units') + scn_.save_datasets(writer='cf', filename=filename, header_attrs=get_header_attrs(scn_, band=irch, sensor=sensor), From dfc46d22a0c44230c5289c336351d1eea325e627 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 20 Nov 2023 14:17:10 +0100 Subject: [PATCH 13/21] Update with new SBAFs --- level1c4pps/vgac2pps_lib.py | 24 ++++++++++++++++++------ 1 file changed, 18 insertions(+), 6 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 57f5886..70e63e6 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -95,6 +95,9 @@ def convert_to_noaa19(scene): """ + Convert channel data to noaa19, using SBAFs. + + # Try I 20230404 N19_ch1 = 0.958*M5 N19_ch2 = 0.878*M7 # N19_ch1 = 1.022*M5 (corr-coeff 0.9995) @@ -102,16 +105,25 @@ def convert_to_noaa19(scene): N19_ch3b = -1.1603*10^2 + 1.8362 * M12 – 1.501*10^3*M12^2 (corr-coeff 0.9942) N19_ch4 = 1.0003*M15 (corr-coeff 1.0!) N19_ch5 = 0.8 + 0.9956*M16 (corr-coeff 1.0!) + + # Try II 20231120 + r06(AVHRR,%) = 0.9393*M5 + 0.57 + r09(AVHRR,%) = 0.001275*M7*M7 + 0.7781*M7 +1.77 + tb37(AVHRR,K) = 0.9563*M12 + 9.86 + tb11(AVHRR,K) = 1.003*M15 - 0.77 + tb12(AVHRR,K) = 1.002*M16 - 0.69 """ - scene["M05"].values = 0.958*scene["M05"] - scene["M07"].values = 0.878*scene["M07"] - scene["M15"].values = 1.0003*scene["M15"] - scene["M16"].values = 0.8 + 0.9956 * scene["M16"] - scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] + + scene["M05"].values = 0.9393 * scene["M05"] + 0.57 + scene["M07"].values = 0.7781 * scene["M07"] + 1.77 + 0.001275 * scene["M07"] * scene["M07"] + scene["M15"].values = 1.003 * scene["M15"] - 0.77 + scene["M16"].values = 1.002 * scene["M16"] - 0.69 + scene["M12"].values = 0.9563 * scene["M12"] + 9.86 + if "npp" in scene.attrs["platform"].lower(): scene.attrs["platform"] = "vgacsnpp" scene.attrs["platform"] = scene.attrs["platform"].replace("noaa", "vgac") - #scene["M06"].attrs['id_tag'] = 'ch_r09' # Set here as M06 not used as ch_r09 normally in PPS + def get_encoding_viirs(scene): """Get netcdf encoding for all datasets.""" From 9b75372f33c91f1dd6b20ca0c85a996fa57d54a8 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Tue, 19 Dec 2023 14:03:04 +0100 Subject: [PATCH 14/21] Update with new SBAFs II --- level1c4pps/vgac2pps_lib.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 70e63e6..6b129a6 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -114,11 +114,11 @@ def convert_to_noaa19(scene): tb12(AVHRR,K) = 1.002*M16 - 0.69 """ - scene["M05"].values = 0.9393 * scene["M05"] + 0.57 + scene["M05"].values = 0.958 * scene["M05"] scene["M07"].values = 0.7781 * scene["M07"] + 1.77 + 0.001275 * scene["M07"] * scene["M07"] scene["M15"].values = 1.003 * scene["M15"] - 0.77 scene["M16"].values = 1.002 * scene["M16"] - 0.69 - scene["M12"].values = 0.9563 * scene["M12"] + 9.86 + scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] if "npp" in scene.attrs["platform"].lower(): scene.attrs["platform"] = "vgacsnpp" From cfdfc0e78aedf4b8a128949b047bbcf61f28a378 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Thu, 11 Jan 2024 15:20:21 +0100 Subject: [PATCH 15/21] New SBFs again --- level1c4pps/vgac2pps_lib.py | 39 +++++++++++++++++++++++++++++++------ 1 file changed, 33 insertions(+), 6 deletions(-) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 6b129a6..c775e58 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -112,13 +112,40 @@ def convert_to_noaa19(scene): tb37(AVHRR,K) = 0.9563*M12 + 9.86 tb11(AVHRR,K) = 1.003*M15 - 0.77 tb12(AVHRR,K) = 1.002*M16 - 0.69 + + # Try II Nina + r06(AVHRR,%) = 0.9034*M5 + 1.04 + r09(AVHRR,%) = 0.8821*M7 + 0.17 + tb37(AVHRR,K) = 0.997*M12 + 0.89 + tb11(AVHRR,K) = 1.001*M15 - 0.05 + tb12(AVHRR,K) = 0.9899*M16 + 2.5 + + r06(AVHRR,%) = 0.914 * M5 + 0.83 + r09(AVHRR,%) = 0.9019 * M7 - 0.18 + tb37(AVHRR,K) = 0.9962 * M12 + 0.99 + tb11(AVHRR,K) = 1.002 * M15 - 0.31 + tb12(AVHRR,K) = 0.993 * M16 + 1.62 + + r06(AVHRR,%) = 0.9211*M5 + 0.85 + r09(AVHRR,%) = 0.9242*M7 -0.78 + tb37(AVHRR,K) = 0.9951*M12 + 1.18 + tb11(AVHRR,K) = 1.003*M15 - 0.55 + tb12(AVHRR,K) = 0.9977*M16 + 0.39 + + + KG 20230111: + r06(AVHRR, %) = 0.9129 * M5 + 0.99 + r09(AVHRR, %) = 0.9025 * M7 + tb37(AVHRR, K) = 0.9967 * M12 + 0.85 + tb11(AVHRR, K) = 1.002 * M15 - 0.4 + tb12(AVHRR, K) = 0.9934 * M16 +1.52 """ - - scene["M05"].values = 0.958 * scene["M05"] - scene["M07"].values = 0.7781 * scene["M07"] + 1.77 + 0.001275 * scene["M07"] * scene["M07"] - scene["M15"].values = 1.003 * scene["M15"] - 0.77 - scene["M16"].values = 1.002 * scene["M16"] - 0.69 - scene["M12"].values = -1.1603 * 100 + 1.8362 * scene["M12"] - 1.501 * 0.001 * scene["M12"] * scene["M12"] + + scene["M05"].values = 0.9129 * scene["M05"] + 0.99 + scene["M07"].values = 0.9025 * scene["M07"] + scene["M15"].values = 1.002 * scene["M15"] - 0.4 + scene["M16"].values = 0.9934 * scene["M16"] + 1.52 + scene["M12"].values = 0.9967 * scene["M12"] + 0.85 if "npp" in scene.attrs["platform"].lower(): scene.attrs["platform"] = "vgacsnpp" From a72c4c8cea38103044e74db4c4d04c3699fd469f Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 8 Mar 2024 14:35:55 +0100 Subject: [PATCH 16/21] Added test for VGAC Test will crash until PR 2754 in satpy is merged --- level1c4pps/tests/test_vgac2pps.py | 124 +++++++++++++++++++++++++++++ 1 file changed, 124 insertions(+) create mode 100644 level1c4pps/tests/test_vgac2pps.py diff --git a/level1c4pps/tests/test_vgac2pps.py b/level1c4pps/tests/test_vgac2pps.py new file mode 100644 index 0000000..49bbe6a --- /dev/null +++ b/level1c4pps/tests/test_vgac2pps.py @@ -0,0 +1,124 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +# Copyright (c) 2019 level1c4pps developers +# +# This file is part of level1c4pps +# +# level1c4pps is free software: you can redistribute it and/or modify it +# under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# level1c4pps is distributed in the hope that it will be useful, but +# WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +# General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with level1c4pps. If not, see . +# Author(s): + +# Nina Hakansson + +"""Unit tests for the vgac2pps_lib module.""" + +import netCDF4 +import unittest +from datetime import datetime +try: + from unittest import mock +except ImportError: + import mock +from satpy import Scene + +import level1c4pps.vgac2pps_lib as vgac2pps +import numpy as np + + +class TestVgac2PPS(unittest.TestCase): + """Test vgac2pps_lib.""" + + def setUp(self): + """Create a test scene.""" + vis006 = mock.MagicMock(attrs={'name': 'image0', + 'wavelength': [1, 2, 3, 'um'], + 'id_tag': 'ch_r06'}) + ir_108 = mock.MagicMock(attrs={'name': 'image1', + 'id_tag': 'ch_tb11', + 'wavelength': [1, 2, 3, 'um'], + 'start_time': datetime.utcnow(), + 'end_time': datetime.utcnow(), + 'history': 'dummy', + 'platform_name': 'tirosn', + 'orbit_number': 99999}) + qual_f = mock.MagicMock(attrs={'name': 'qual_flags', + 'id_tag': 'qual_flags'}) + scan_t = mock.MagicMock(attrs={'name': 'scanline_timestamps'}) + self.scene = Scene() + self.scene.attrs['sensor'] = ['avhrr-1', 'avhrr-2', 'avhrr-3'] + scene_dict = {'M05': vis006, 'M15': ir_108, + 'qual_flags': qual_f, 'acq_time': scan_t} + for key in scene_dict: + pps_name = scene_dict[key].attrs['name'] + self.scene[key] = scene_dict[key] + self.scene[key].attrs['name'] = pps_name + + def test_get_encoding(self): + """Test the encoding for VGAC.""" + encoding_exp = { + 'image0': {'dtype': 'int16', + 'scale_factor': 0.01, + 'zlib': True, + 'complevel': 4, + '_FillValue': -32767, + 'add_offset': 0.0}, + 'image1': {'dtype': 'int16', + 'scale_factor': 0.01, + '_FillValue': -32767, + 'zlib': True, + 'complevel': 4, + 'add_offset': 273.15}, + 'qual_flags': {'dtype': 'int16', 'zlib': True, + 'complevel': 4, '_FillValue': -32001.0}, + 'scanline_timestamps': {'dtype': 'int64', 'zlib': True, + 'units': 'Milliseconds since 1970-01-01', + 'complevel': 4, '_FillValue': -1.0}, + } + encoding = vgac2pps.get_encoding_viirs(self.scene) + self.assertDictEqual(encoding, encoding_exp) + + def test_set_header_and_band_attrs(self): + """Test to set header_and_band_attrs.""" + vgac2pps.set_header_and_band_attrs(self.scene, orbit_n='12345') + self.assertEqual(self.scene.attrs['orbit_number'], 12345) + + def test_process_one_scene(self): + """Test process one scene for one example file.""" + + vgac2pps.process_one_scene( + ['./level1c4pps/tests/VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc'], + out_path='./level1c4pps/tests/', + ) + filename = './level1c4pps/tests/S_NWC_viirs_noaa20_00000_20181101T1042080Z_20181101T1224090Z.nc' + # written with hfnetcdf read with NETCDF4 ensure compatability + pps_nc = netCDF4.Dataset(filename, 'r', format='NETCDF4') # Check compatability implicitly + + for key in ['start_time', 'end_time', 'history', 'instrument', + 'orbit_number', 'platform', + 'sensor', 'source']: + if key not in pps_nc.__dict__.keys(): + print("Missing in attributes:", key) + self.assertTrue(key in pps_nc.__dict__.keys()) + + expected_vars = ['satzenith', 'azimuthdiff', + 'satazimuth', 'sunazimuth', 'sunzenith', + 'lon', 'lat', + 'image1', 'image2', 'image3', 'image4', 'image5', + 'image6', 'image7', 'image8', 'image9', + 'scanline_timestamps', 'time', 'time_bnds'] + for var in expected_vars: + self.assertTrue(var in pps_nc.variables.keys()) + + + np.testing.assert_almost_equal(pps_nc.variables['image1'].sun_earth_distance_correction_factor, + 1.0, decimal=4) From dfc943d65717eda56fad8546fa2ebc21b8fbf9e6 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 8 Mar 2024 14:39:28 +0100 Subject: [PATCH 17/21] flake8 --- level1c4pps/tests/test_vgac2pps.py | 1 - level1c4pps/vgac2pps_lib.py | 5 +++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/level1c4pps/tests/test_vgac2pps.py b/level1c4pps/tests/test_vgac2pps.py index 49bbe6a..7268d66 100644 --- a/level1c4pps/tests/test_vgac2pps.py +++ b/level1c4pps/tests/test_vgac2pps.py @@ -119,6 +119,5 @@ def test_process_one_scene(self): for var in expected_vars: self.assertTrue(var in pps_nc.variables.keys()) - np.testing.assert_almost_equal(pps_nc.variables['image1'].sun_earth_distance_correction_factor, 1.0, decimal=4) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index c775e58..5cd3d3b 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -93,6 +93,7 @@ "M08": 'ch_rxx', "M13": 'ch_tbxx'} + def convert_to_noaa19(scene): """ Convert channel data to noaa19, using SBAFs. @@ -132,7 +133,6 @@ def convert_to_noaa19(scene): tb11(AVHRR,K) = 1.003*M15 - 0.55 tb12(AVHRR,K) = 0.9977*M16 + 0.39 - KG 20230111: r06(AVHRR, %) = 0.9129 * M5 + 0.99 r09(AVHRR, %) = 0.9025 * M7 @@ -172,6 +172,7 @@ def set_header_and_band_attrs(scene, orbit_n=0): scene[band].attrs['sun_zenith_angle_correction_applied'] = 'True' return nimg + def process_one_scene(scene_files, out_path, engine='h5netcdf', all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False): """Make level 1c files in PPS-format.""" @@ -191,7 +192,7 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', scn_.load(MY_MBAND + ANGLE_NAMES - #+ ['M12_LUT', 'M13_LUT', 'M15_LUT', 'M16_LUT'] + # + ['M12_LUT', 'M13_LUT', 'M15_LUT', 'M16_LUT'] + ['latitude', 'longitude', 'scanline_timestamps']) # one ir channel From d2cf909c4300176e3e1f03c9b708b1d23baf5dcc Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 8 Mar 2024 14:40:16 +0100 Subject: [PATCH 18/21] Added the testfile --- ...VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc | Bin 0 -> 680999 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 level1c4pps/tests/VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc diff --git a/level1c4pps/tests/VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc b/level1c4pps/tests/VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc new file mode 100644 index 0000000000000000000000000000000000000000..e118dc2f4ca64843d19101d44ff76455ee0e9bf1 GIT binary patch literal 680999 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zt_G`u-NEc&eXz*aPX>WIQ-X`ZqhM3eJ-8nv2HQZWMfkKoa5%f;>rVFERi^&tVHzoA@AV_ab8l+8St(gLa=iW6#;6c=~>|&uj?I@S1;TyZ~Au@6W5kqbIn=zTQFaesyqd zL66q(>n)QQLK>uiqxaA&_`2sio+dRwqH8u8s8ZO!ZCDvZqA^u9ea5S%%L)(B2P!DH z&wA0=-EuCs%Zr}M;HV|xFDigD#E$x&B+Wca>iC@6$2fL(_P^LW|-;M-5#(IAI z#~;#rA@trk)jFuYP9uhB+$m-0zxOJHT6`QZ)jlY%PyCqZRSfk*`eUB2Ia8H^{5e&< z=?y@tH_)8k7TgLV5H+ZdaUkhU^=n|qO&D>6-a9-4ik!#NDgV|Xjn<<6$RDpj-|>n! zy`w>6rbwae@I=|1RP~ONgwBF05-WVpiK^H%c9}+Kk#DC;I%TSeaCDwj=~(8~1l3w- z3!*~&ef_15#`Kac_aum4E9!wVWu#L`d(gPH*^b`vn3SYB;>=2P^j1HOC#L*g{Qm_Q z*9vkH>*?+wZ^%31 zx)?5sij-obNGo&7&7!8rEAoh+_#vLaGxFiAAS=PXVv|`XzKDQ072zG`JCD z!(M_JwjTReVIgbAPO+t|7`p>T>;-!UV*8;`F$01jn07-?%dze)HiRuk?>nGEib3(@ zWNBGXmX$Z)!}#a?OPu8dUWiX*AG4oWF0oXU7DGfU@w_aiV({5CBC3%YXVU2grc>-1=|Oz#yHRD#;B zx~q0j5QB72JyKVO8rTS>@VoxhEHHD-LFkDo`1MnTC(K=w!F*;)>0J7$s;)oP|6*&4 zUnnCYfy`h^dNamcGaJoHY_-FzGkwe|y$-w>s}Jg9db!b|2-CuH Date: Mon, 11 Mar 2024 13:09:40 +0100 Subject: [PATCH 19/21] Add tests for vgac as noaa19 --- level1c4pps/tests/test_vgac2pps.py | 35 ++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/level1c4pps/tests/test_vgac2pps.py b/level1c4pps/tests/test_vgac2pps.py index 7268d66..bfb369c 100644 --- a/level1c4pps/tests/test_vgac2pps.py +++ b/level1c4pps/tests/test_vgac2pps.py @@ -121,3 +121,38 @@ def test_process_one_scene(self): np.testing.assert_almost_equal(pps_nc.variables['image1'].sun_earth_distance_correction_factor, 1.0, decimal=4) + def test_process_one_scene_n19(self): + """Test process one scene for one example file.""" + + vgac2pps.process_one_scene( + ['./level1c4pps/tests/VGAC_VJ102MOD_A2018305_1042_n004946_K005.nc'], + out_path='./level1c4pps/tests/', + as_noaa19=True, + ) + filename = './level1c4pps/tests/S_NWC_avhrr_vgac20_00000_20181101T1042080Z_20181101T1224090Z.nc' + filename_viirs = './level1c4pps/tests/S_NWC_viirs_noaa20_00000_20181101T1042080Z_20181101T1224090Z.nc' + # written with hfnetcdf read with NETCDF4 ensure compatability + pps_nc = netCDF4.Dataset(filename, 'r', format='NETCDF4') # Check compatability implicitly + pps_nc_viirs = netCDF4.Dataset(filename_viirs, 'r', format='NETCDF4') # Check compatability implicitly + + for key in ['start_time', 'end_time', 'history', 'instrument', + 'orbit_number', 'platform', + 'sensor', 'source']: + if key not in pps_nc.__dict__.keys(): + print("Missing in attributes:", key) + self.assertTrue(key in pps_nc.__dict__.keys()) + + expected_vars = ['satzenith', 'azimuthdiff', + 'satazimuth', 'sunazimuth', 'sunzenith', + 'lon', 'lat', + 'image1', 'image2', 'image3', 'image4', 'image5', + 'scanline_timestamps', 'time', 'time_bnds'] + + for var in expected_vars: + self.assertTrue(var in pps_nc.variables.keys()) + + np.testing.assert_almost_equal(pps_nc.variables['image1'].sun_earth_distance_correction_factor, + 1.0, decimal=4) + + np.testing.assert_equal(pps_nc.__dict__["platform"], "vgac20") + self.assertTrue(np.abs(pps_nc.variables['image1'][0,0,0] - pps_nc_viirs.variables['image1'][0,0,0])>0.01) From da890fd208a2fe03d72f7322670982e982034267 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Mon, 15 Apr 2024 14:12:01 +0200 Subject: [PATCH 20/21] Add option to run like VIIRS with only AVHRR channels --- bin/vgac2pps.py | 4 +++- level1c4pps/vgac2pps_lib.py | 4 +++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/bin/vgac2pps.py b/bin/vgac2pps.py index 28650b7..9a4327d 100644 --- a/bin/vgac2pps.py +++ b/bin/vgac2pps.py @@ -48,6 +48,8 @@ help="Save all 36 channels to level1c4pps file.") parser.add_argument('-pps_ch', '--pps_channels', action='store_true', help="Save only the necessary (for PPS) channels to level1c4pps file.") + parser.add_argument('-avhrr_ch', '--avhrr_channels', action='store_true', + help="Save only the AVHRR (1,2, 3B, 4, 5) channels to level1c4pps file.") parser.add_argument('-on', '--orbit_number', type=int, nargs='?', required=False, default=0, help="Orbit number (default is 00000).") @@ -55,4 +57,4 @@ options = parser.parse_args() process_one_scene(options.files, options.out_dir, engine=options.nc_engine, all_channels=options.all_channels, pps_channels=options.pps_channels, - orbit_n=options.orbit_number, as_noaa19=options.as_noaa19) + orbit_n=options.orbit_number, as_noaa19=options.as_noaa19, avhrr_channels=options.avhrr_channels) diff --git a/level1c4pps/vgac2pps_lib.py b/level1c4pps/vgac2pps_lib.py index 5cd3d3b..0752287 100644 --- a/level1c4pps/vgac2pps_lib.py +++ b/level1c4pps/vgac2pps_lib.py @@ -174,7 +174,7 @@ def set_header_and_band_attrs(scene, orbit_n=0): def process_one_scene(scene_files, out_path, engine='h5netcdf', - all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False): + all_channels=False, pps_channels=False, orbit_n=0, as_noaa19=False, avhrr_channels=False): """Make level 1c files in PPS-format.""" tic = time.time() scn_ = Scene( @@ -189,6 +189,8 @@ def process_one_scene(scene_files, out_path, engine='h5netcdf', MY_MBAND = MBAND_PPS if as_noaa19: MY_MBAND = MBAND_AVHRR + if avhrr_channels: + MY_MBAND = MBAND_AVHRR scn_.load(MY_MBAND + ANGLE_NAMES From 7399c5565fd03acf0350fc688356c8e800b59384 Mon Sep 17 00:00:00 2001 From: "Nina.Hakansson" Date: Fri, 19 Apr 2024 09:33:51 +0200 Subject: [PATCH 21/21] fix help messages for vgac --- bin/vgac2pps.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/bin/vgac2pps.py b/bin/vgac2pps.py index 9a4327d..8842a49 100644 --- a/bin/vgac2pps.py +++ b/bin/vgac2pps.py @@ -43,9 +43,9 @@ required=False, default='h5netcdf', help="Engine for saving netcdf files netcdf4 or h5netcdf (default).") parser.add_argument('-all_ch', '--all_channels', action='store_true', - help="Save all 36 channels to level1c4pps file.") + help="Save all 21 channels to level1c4pps file.") parser.add_argument('-n19', '--as_noaa19', action='store_true', - help="Save all 36 channels to level1c4pps file.") + help="Save only the AVHRR (1,2, 3B, 4, 5) channels to level1c4pps file. And apply SBAFs to the channels.") parser.add_argument('-pps_ch', '--pps_channels', action='store_true', help="Save only the necessary (for PPS) channels to level1c4pps file.") parser.add_argument('-avhrr_ch', '--avhrr_channels', action='store_true',