import numpy as np l2 = { 'radarsat2': { 'sensor': 'radarsat2', 'table': 'cat_radarsat2', 'fields': { 'image_id': 'INT', 'polarization': 'CHAR (4)', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/radarsat2/', }, }, 'radarsat2ice': { 'sensor': 'radarsat2', 'table': 'cat_radarsat2ice', 'fields': { 'image_id': 'INT', 'polarization': 'CHAR (4)', 'daily': 'INT', 'weekly': 'INT', 'monthly': 'INT', }, 'firstDate': '2012-11-01', 'lastDate': '', 'region': 'POLYGON((-10 74, -10 83, 40 83, 40 74, -10 74))', 'minInter': 0.1, 'mask': '%HH%HV%', 'opts': { 'name': 'process_ice', 'oDir': '/WebData/maires.nersc.no/public_html/catalog/radarsat2ice/', 'step': 16, 'threads': 4, }, }, 'radarsat2ice2': { 'sensor': 'radarsat2', 'table': 'cat_radarsat2ice2', 'fields': { 'image_id': 'INT', 'polarization': 'CHAR (4)', 'daily': 'INT', 'weekly': 'INT', 'monthly': 'INT', }, 'firstDate': '2014-07-01', 'lastDate': '', 'region': 'POLYGON((-20 72, -20 82, 50 82, 50 72, -20 72))', 'minInter': 0.1, 'mask': '%HH%HV%', 'opts': { 'name': 'process_ice', 'oDir': '/WebData/maires.nersc.no/public_html/catalog/radarsat2ice/', 'step': 16, 'threads': 6, }, }, 'modis_std': { 'sensor': 'modis', 'table': 'cat_modis_std', 'fields': { 'image_id': 'INT', 'daily': 'INT', 'weekly': 'INT', 'monthly': 'INT', }, 'firstDate': '2013-02-01', 'lastDate': '', 'region': 'POLYGON((-4 51, -4 66, 14 66, 14 51, -4 51))', 'minInter': 0.3, 'mask': '%', 'opts': { 'name': 'process_std', 'oDir': '/WebData/maires.nersc.no/public_html/catalog/modis_std/', }, }, 'modis_boreali': { 'sensor': 'modis', 'table': 'cat_modis_boreali', 'fields': { 'image_id': 'INT', 'daily': 'INT', 'weekly': 'INT', 'monthly': 'INT', }, 'firstDate': '2013-02-01', 'lastDate': '', 'region': 'POLYGON((-4 51, -4 66, 14 66, 14 51, -4 51))', 'minInter': 0.3, 'mask': '%', 'opts': { 'name': 'process_boreali', 'oDir': '/WebData/hab.nersc.no/NorthSea/l2/', 'srs': '+proj=latlong +datum=WGS84 +ellps=WGS84 +no_defs', 'ext': '-lle -4 51 14 66 -ts 980 1400', 'prods': ['lmchl', 'lmtsm', 'lmdoc', 'lmmse'], 'start': 5, }, }, 'modis_sst': { 'sensor': 'modis_sst', 'table': 'cat_modis_sst', 'fields': { 'image_id': 'INT', 'clear': 'INT', 'three_day': 'INT', }, 'firstDate': '2013-01-01', 'lastDate': '', 'region': 'POLYGON((5 65, 30 65, 30 77, 5 77, 5 65))', 'minInter': 0.1, 'mask': '%.L2_LAC_SST%', 'opts': { 'name': 'process_crop_sst', 'oDir': '/WebData/maires.nersc.no/public_html/catalog/modis_sst/', 'lonlim': [5, 30], 'latlim': [65, 77], }, }, 'aster': { 'sensor': 'aster', 'table': 'cat_aster', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%.hdf', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/aster/', }, }, 'asar': { 'sensor': 'asar', 'table': 'cat_asar', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/asar/', }, }, 'asar_wind_barents': { 'sensor': 'asar', 'table': 'cat_asar_barents', 'fields': { 'image_id': 'INT', }, 'firstDate': '2010-02-05', 'lastDate': '', 'region': 'POLYGON((15 80, 67 80, 55 68, 25 68, 15 80))', 'minInter': 0.1, 'mask': '%ASA_WSM%', 'opts': { 'name': 'process_wind_thredds', 'threddsDir': '/WebData/maires.nersc.no/public_html/thredds/barents1km_asar_wind/barents1km_asar_wind_%s_%s.nc', 'maskName' : 'mask', 'domain': { 'srs': '+proj=stere +lat_0=74.5 +lon_0=40 +k_0=1.0 x_0=0 +y_0=0 +elleps=WGS84 +datum=WGS84 +units=m +no_defs', 'ext': '-te -550000 -670000 550000 670000 -tr 1000 1000', }, 'bands' : {'U': {'type' : '>i2', 'scale' : 0.01, 'offset': 0.0, 'standard_name': 'eastward_wind', 'long_name': 'Eastward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), }, 'V': {'type' : '>i2', 'scale': 0.01, 'offset':0.0, 'standard_name': 'northward_wind', 'long_name': 'Northward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), }, 'mask': {'type' : '>i1', 'scale': 1.0, 'offset': 0.0, 'standard_name': 'northward_wind status_flag', 'long_name': "Status flag for wind speed retrieval", 'flag_meanings': "no_data clouds land nominal ", 'flag_values' : np.byte([0, 1, 2, 64]), } }, 'metadata': { 'acknowledgment': 'NORMAP NERSC, NORWEGIAN RESEARCH COUNCIL', 'creator_name': 'NERSC (Korosov A.)', 'comment': 'NORMAP data products from NERSC. References to description of algorithms could be found here: https://github.com/nansencenter/openwind', 'contributor_role': 'L2, L3 processing', 'creator_email': 'anton.korosov@nersc.no', 'Conventions': 'CF-1.5', 'contributor_name': 'NERSC (Yamakawa A.)', 'creator_url': 'http//www.nersc.no', 'cdm_data_type': 'Grid', 'date_issued': '2014-09-01', 'geospatial_vertical_max': '0', 'geospatial_lat_units': 'degrees_north', 'geospatial_lon_units': 'degrees_east', 'geospatial_lat_resolution': '0.008479111940298507', 'geospatial_lon_resolution': '0.05000000090909091', 'geospatial_vertical_min': '0', 'geospatial_vertical_resolution': '1', 'geospatial_vertical_positive': 'down', 'geospatial_vertical_units': 'm', 'GDAL': 'GDAL 2.0dev, released 2011/12/29', 'id': 'barents1km_asar_wind', 'institution': 'Nansen Environmental and Remote Sensing Centre', 'keywords': 'ATMOSPHERE > ATMOSPHERIC WINDS > SURFACE WINDS > WIND SPEED/WIND DIRECTION, OCEANS > OCEAN WINDS > SURFACE WINDS', 'keywords_vocabulary': 'GCMD Science Keywords', 'license': 'The data may be used and redistributed for free but is not intended for legal use, since it may contain inaccuracies. The data Contributordoes not make any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information.', 'Metadata_Conventions': 'Unidata Dataset Discovery v1.0', 'Metadata_Link': 'http://normap.nersc.no/content/documentation-normap-products', 'naming_authority': 'nersc.no', 'publisher_name': 'NERSC', 'publisher_url': 'http//www.nersc.no', 'processing_level': '3', 'publisher_email': 'stein.sandven@nersc.no', 'project': 'NORMAP', 'standard_name_vocabulary': 'CF-1.4', 'summary': 'Wind Speed retrieved from ASAR backscatter and NCEP wind deirection using CMOD4', 'title': 'Barents Sea Surface Winds from ASAR', }, 'rmMetadata' : ['colormap', 'minmax', 'wkv', 'time', 'sar_start_date', 'sar_stop_date'], 'additionalMetadata' : [ 'sar_start_date', 'sar_stop_date', 'date_created', 'date_modified', 'geospatial_lat_min', 'geospatial_lat_max', 'geospatial_lon_min', 'geospatial_lon_max', 'time_coverage_start', 'time_coverage_end'], 'timeName' : 'sar_start_date', } }, 'asar_wind_blacksea': { 'sensor': 'asar', 'table': 'cat_asar_blacksea', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': 'POLYGON((28 46, 39 46, 42 41, 27 40, 28 46))', 'minInter': 0.1, 'mask': '%ASA_WSM%', 'opts': { 'name': 'process_wind_thredds', 'threddsDir': '/WebData/maires.nersc.no/public_html/catalog/asar_wind_bs/blacksea_wind_%s_%s.nc', 'maskName' : 'mask', 'domain': { 'srs': '+proj=latlong +datum=WGS84 +ellps=WGS84 +no_defs', 'ext': '-lle 27 40 42 46 -ts 1500 1000' }, 'products': { 'U': { 'standard_name': 'eastward_wind', 'long_name': 'Eastward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), }, 'V': { 'standard_name': 'northward_wind', 'long_name': 'Northward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), } }, 'datatypes': { 'U': ['>i2', 0.0, 0.01], 'V': ['>i2', 0.0, 0.01], 'mask': '>i1', }, 'metadata': { 'contact': 'anton.korosov@nersc.no', 'title': 'SAR wind', 'comment': 'SAR wind', 'sensor': 'ASAR', 'sar_start_date': None, 'sar_stop_date': None, }, }, }, 'asar_wind_mediterranean': { 'sensor': 'asar', 'table': 'cat_asar_mediterranean', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': 'POLYGON((2 44, 15 47, 37 37, 35 30, 19 30, -5 35, 2 44))', 'minInter': 0.1, 'mask': '%ASA_WSM%', 'opts': { 'name': 'process_wind_thredds', 'threddsDir': '/WebData/maires.nersc.no/public_html/catalog/asar_wind_med/mediterranean_wind_%s_%s.nc', 'maskName' : 'mask', 'domain': { 'srs': '+proj=latlong +datum=WGS84 +ellps=WGS84 +no_defs', 'ext': '-lle -5 30 37 47 -ts 2000 1000' }, 'products': { 'U': { 'standard_name': 'eastward_wind', 'long_name': 'Eastward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), }, 'V': { 'standard_name': 'northward_wind', 'long_name': 'Northward wind velocity', 'valid_range': [-3500, 3500], '_FillValue': np.int16(-10000), } }, 'datatypes': { 'U': ['>i2', 0.0, 0.01], 'V': ['>i2', 0.0, 0.01], 'mask': '>i1', }, 'metadata': { 'contact': 'anton.korosov@nersc.no', 'title': 'SAR wind', 'comment': 'SAR wind', 'sensor': 'ASAR', 'sar_start_date': None, 'sar_stop_date': None, }, }, }, 'meris': { 'sensor': 'meris', 'table': 'cat_meris', 'fields': { 'image_id': 'INT', 'sensend' : 'DATE', 'resolution' : 'CHAR (2)', 'orbit' : 'INT', 'level' : 'INT', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/meris/', }, }, 'amsr2': { 'sensor': 'amsr2', 'table': 'cat_amsr2', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/amsr2/', }, }, 'oc': { 'sensor': 'seawifs', 'table': 'cat_oc_npp', 'fields': { 'image_id': 'INT', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': 'npp_seawifs_%.mat%', 'opts': { 'name': 'process_thredds', 'threddsDir': '/WebData/maires.nersc.no/public_html/catalog/oc', 'ofileName' : 'arctic%dkm_%s_%04d%02d01_%04d%02d%02d.nc', 'wkv':'npp', # 'npp','chl','tsm' and 'doc' 'maskName' : 'mask', 'dstDomain': { 'srs': 32661, 'ext': '-te -1000000 -1000000 5000000 5000000 -tr 4000 4000', }, 'bandMetadata' :{'valid_range': None, '_FillValue': np.float32(-10.0), 'units': None, 'type' : '>f4', }, 'metadata': { 'id': 'arctic4km_oceancolor', 'naming_authority': 'nersc.no', 'Metadata_Conventions': 'Unidata Dataset Discovery v1.0', 'Metadata_Link': 'URL for full metadata record', 'title': 'Arctic Net Primary Production', 'summary': 'Ocean color products including Chlorophyll, Suspended Matter, Dissolved Organic Carbon and and Net Primary Production in the Arctic Ocean', 'keywords_vocabulary': 'GCMD Science Keywords', 'standard_name_vocabulary': 'CF-1.4', 'Conventions': 'CF-1.4', 'comment': 'NORMAP data products from NERSC. References to description of datasource and algorithms: SeaWIFS: http://oceancolor.gsfc.nasa.gov/SeaWiFS/; MODIS: http://modis.gsfc.nasa.gov/; BOREALI: doi:10.3390/a2010470; Behrenfeld: http://wiki.icess.ucsb.edu/measures/index.php/GSM; GSM: http://www.icess.ucsb.edu/OCisD/; OC3: http://0-oceancolor.gsfc.nasa.gov.iii-server.ualr.edu/SeaWiFS/TECH_REPORTS/PLVol11.pdf; Behrenfeld-1997: Behrenfeld, M., Falkowski, P. 1997.Limnol. Oceanogr. 42(1): 1-20; Behrenfeld-2005: doi:10.1029/2004GB002299; Mara: Marra, J., Ho, C., Trees, C. 2003', 'geospatial_vertical_min': 0, 'geospatial_vertical_max': 0, 'geospatial_vertical_positive': 'down', 'geospatial_lat_units': 'degrees_north', 'geospatial_lon_units': 'degrees_east', 'geospatial_vertical_units': 'm', 'geospatial_vertical_resolution': 1, 'acknowledgment': 'NORMAP NERSC, NORWEGIAN RESEARCH COUNCIL, MONARCH-A', 'creator_email': 'anton.korosov@nersc.no', 'creator_name': 'NERSC (Korosov A.)', 'creator_url': 'http//www.nersc.no', 'institution': 'Nansen Environmental and Remote Sensing Centre', 'project': 'NORMAP', 'contributor_name': 'NERSC (Dmitry Petrenko)', 'contributor_role': 'L2/L3 processing', 'publisher_email': 'anton.korosov@nersc.no', 'publisher_name': 'NERSC', 'publisher_url': 'http//www.nersc.no', 'processing_level': 3, 'license': 'The data may be used and redistributed for free but is not intended for legal use, since it may contain inaccuracies. The data Contributordoes not make any warranty, express or implied, including warranties of merchantability and fitness for a particular purpose, or assumes any legal liability for the accuracy, completeness, or usefulness, of this information.', 'cdm_data_type': 'Grid', }, 'rmMetadata' : ['colormap', 'minmax', 'wkv', 'time'], 'additionalMetadata' : ['date_created', 'date_modified', 'date_issued', 'geospatial_lat_min', 'geospatial_lat_max', 'geospatial_lon_min', 'geospatial_lon_max', 'time_coverage_start', 'time_coverage_end', 'history', 'geospatial_lat_resolution', 'geospatial_lon_resolution', 'time_coverage_resolution', 'valid_min', 'valid_max', 'keywords'], } }, 'sentinel1': { 'sensor': 'sentinel1', 'table': 'cat_sentinel1', 'fields': { 'image_id': 'INT', 'polarization': 'CHAR (4)', }, 'firstDate': '', 'lastDate': '', 'region': '', 'minInter': 0, 'mask': '%', 'opts': { 'name': 'process_web', 'mapDir': '/WebData/maires.nersc.no/public_html/catalog/sentinel1/', }, }, }