diff --git a/DC_OCEAN-1.3.4-py3-none-any.whl b/DC_OCEAN-1.3.4-py3-none-any.whl new file mode 100644 index 0000000..02b168e Binary files /dev/null and b/DC_OCEAN-1.3.4-py3-none-any.whl differ diff --git a/DC_OCEAN/Duplicate_Checker.py b/DC_OCEAN/Duplicate_Checker.py index d24f85b..67aada5 100644 --- a/DC_OCEAN/Duplicate_Checker.py +++ b/DC_OCEAN/Duplicate_Checker.py @@ -80,7 +80,7 @@ def InitEnvironment(self, InputDir, OutputDir): raise Exception("Invalid Profile_Summary_Score_list!") ''' - This program is used to determine whether the potential duplicate pairs quickly identified in the N02 step are actually duplicated, and if so, output + This program is used to determine whether the possible duplicates quickly identified in the N01 step are actually duplicated, and if so, output input data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. ''' @@ -129,17 +129,16 @@ def duplicate_checke_manual(self, netCDF_filepath): print('Duplicate result is: Not Duplicate') """ - This program is used to determine whether the potential duplicate pairs quickly identified in the N01 step are actually duplicated, and if so, output + This program is used to determine whether the possible duplicates quickly identified in the N01 step are actually duplicated, and if so, output input data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. """ # mode = 0: DuplicateCheckeList def duplicate_checke_multiple(self,netCDF_filepath,potential_txt_path): - ### Read potential_files_txt + ### Read possible_files_txt potential_files_list=self.read_potential_txt(potential_txt_path) - # script_directory = os.path.dirname(potential_txt_path) script_directory, _filename = os.path.split(potential_txt_path) @@ -191,7 +190,12 @@ def duplicate_checke_multiple(self,netCDF_filepath,potential_txt_path): continue ### Compare the data - isDuplicated,duplicate_multimodels=compair_main.compair(content1,content2) + isDuplicated, duplicate_multimodels = compair_main.compair(content1, content2) + # try: + # isDuplicated,duplicate_multimodels=compair_main.compair(content1,content2) + # except: + # print(filepath1) + # print(filepath2) ### Output nonduplicated profile pair information if (isDuplicated == False): diff --git a/DC_OCEAN/Input_files/DuplicateList_sorted_unique_pairs_generic.txt b/DC_OCEAN/Input_files/DuplicateList_sorted_unique_pairs_generic.txt index 7f3b3c5..ec6e240 100644 --- a/DC_OCEAN/Input_files/DuplicateList_sorted_unique_pairs_generic.txt +++ b/DC_OCEAN/Input_files/DuplicateList_sorted_unique_pairs_generic.txt @@ -1,46 +1,6 @@ filename1, filename2, unique_id_cast1, unique_id_cast2, same_moment_diff_loc_cruise, diff_records_in_same_Moment&Loc_cruise, scaled_records, rounded_truncate, wrong_location, wrong_date, wrong_moments, wrong_country, wrong_instru_types, identical_info, interpolated_pairs, CTD multiple observations, Instrument_cast1, Instrument_cast2, Accession_cast1, Accession_cast2, lat_cast1, lat_cast2, lon_cast1, lon_cast2, year_cast1, year_cast2, month_cast1, month_cast2, day_cast1, day_cast2, hour_cast1, hour_cast2, minute_cast1, minute_cast2,probe_type_cast1, probe_type_cast2, recorder_cast1, recorder_cast2, depth_number_cast1, depth_number_cast2, maximum_depth_cast1, maximum_depth_cast2, country_cast1, country_cast2, GMT_time_cast1, GMT_time_cast2, dbase_orig_cast1, dbase_orig_cast2,project_cast1, project_cast2, Platform_cast1, Platform_cast2, ocean_vehicle_cast1, ocean_vehicle_cast2, WOD_cruise_identifier1,WOD_cruise_identifier2,Institute1,Institute2,need_z_fix1,need_z_fix2,sum_depth_cast1, sum_depth_cast2, sum_temp_cast1, sum_temp_cast2, sum_salinity_cast1, sum_salinity_cast2 - wod_007275558O.nc, wod_007275562O.nc, 7275558, 7275562, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 34.1000, 33.0000, 130.2000, 130.0000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 19.4000, 19.4000, 0.0000, 0.0000, - wod_007276207O.nc, wod_007276234O.nc, 7276207, 7276234, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 40.3333, 40.5667, 136.3333, 137.0000, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP121926, JP121926, , , , , 0.0000, 0.0000, 12.6000, 12.6000, 0.0000, 0.0000, - wod_007274489O.nc, wod_007274491O.nc, 7274489, 7274491, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 45.3333, 45.2500, 143.4167, 143.5167, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 6.9000, 6.9000, 0.0000, 0.0000, - wod_007274799O.nc, wod_007275047O.nc, 7274799, 7275047, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 25.7333, 130.0667, 132.0000, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007275240O.nc, wod_007275242O.nc, 7275240, 7275242, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.1167, 25.4000, 135.1167, 135.7500, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007275052O.nc, wod_007276195O.nc, 7275052, 7276195, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.4667, 26.5000, 133.7667, 136.0333, 1995, 1995, 6, 6, 4, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.1000, 26.1000, 0.0000, 0.0000, - wod_007275043O.nc, wod_007275048O.nc, 7275043, 7275048, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.2833, 25.3833, 133.2500, 133.0000, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.5000, 27.5000, 0.0000, 0.0000, - wod_007275010O.nc, wod_007275242O.nc, 7275010, 7275242, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.8333, 25.4000, 131.7500, 135.7500, 1995, 1995, 6, 6, 4, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007275870O.nc, wod_007276449O.nc, 7275870, 7276449, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 38.8167, 41.0333, 133.2167, 139.0000, 1995, 1995, 6, 6, 7, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP121926, JP121926, , , , , 0.0000, 0.0000, 14.9000, 14.9000, 0.0000, 0.0000, - wod_007275530O.nc, wod_007275539O.nc, 7275530, 7275539, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 33.0333, 32.3500, 137.4000, 137.0500, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 23.7000, 23.7000, 0.0000, 0.0000, - wod_007274796O.nc, wod_007275047O.nc, 7274796, 7275047, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 25.7333, 131.0000, 132.0000, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007274796O.nc, wod_007275004O.nc, 7274796, 7275004, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 25.6333, 131.0000, 132.2500, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007275041O.nc, wod_007276232O.nc, 7275041, 7276232, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.6333, 25.5000, 134.2667, 136.5167, 1995, 1995, 6, 6, 4, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.8000, 26.8000, 0.0000, 0.0000, - wod_007275010O.nc, wod_007275240O.nc, 7275010, 7275240, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.8333, 25.1167, 131.7500, 135.1167, 1995, 1995, 6, 6, 4, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007274514O.nc, wod_007274515O.nc, 7274514, 7274515, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.7667, 37.7833, 138.2667, 138.1000, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 15.8000, 15.8000, 0.0000, 0.0000, - wod_007274799O.nc, wod_007275004O.nc, 7274799, 7275004, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 25.6333, 130.0667, 132.2500, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007275019O.nc, wod_007275020O.nc, 7275019, 7275020, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.9167, 38.1667, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, - wod_007276602O.nc, wod_007276603O.nc, 7276602, 7276603, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 58.0333, 58.8600, 10.0500, 10.0500, 1995, 1995, 6, 6, 10, 10, 9, 9, 47, 47, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 9, 9, 115.000, 115.000, 999, 999, 9.800 , 9.800, GTSP Program, GTSP Program, , , , , , , , , , , , , 317.0000, 317.0000, 79.5000, 79.5000, 0.0000, 0.0000, - wod_007275536O.nc, wod_007275544O.nc, 7275536, 7275544, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 32.5667, 32.8333, 139.5667, 137.2333, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 24.1000, 24.1000, 0.0000, 0.0000, - wod_007274746O.nc, wod_007274747O.nc, 7274746, 7274747, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.9167, 25.9000, 129.0000, 128.7500, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 25.9000, 25.9000, 0.0000, 0.0000, - wod_007275858O.nc, wod_007276143O.nc, 7275858, 7276143, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.6000, 37.5833, 137.3000, 138.6167, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.8000, 17.8000, 0.0000, 0.0000, - wod_007275865O.nc, wod_007276233O.nc, 7275865, 7276233, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.1000, 25.2500, 136.3667, 136.5833, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 28.2000, 28.2000, 0.0000, 0.0000, - wod_007275004O.nc, wod_007275047O.nc, 7275004, 7275047, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.6333, 25.7333, 132.2500, 132.0000, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007275240O.nc, wod_007276231O.nc, 7275240, 7276231, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.1167, 25.6667, 135.1167, 136.4667, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007275848O.nc, wod_007275862O.nc, 7275848, 7275862, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 36.5667, 37.3500, 136.3167, 136.6333, 1995, 1995, 6, 6, 7, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.9000, 17.9000, 0.0000, 0.0000, - wod_007275525O.nc, wod_007275538O.nc, 7275525, 7275538, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 33.9167, 33.3833, 139.1667, 139.0667, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 21.0000, 21.0000, 0.0000, 0.0000, - wod_007274513O.nc, wod_007276425O.nc, 7274513, 7276425, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.7833, 33.7000, 138.4333, 129.0000, 1995, 1995, 6, 6, 2, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 15.5000, 15.5000, 0.0000, 0.0000, - wod_007275242O.nc, wod_007276231O.nc, 7275242, 7276231, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.4000, 25.6667, 135.7500, 136.4667, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007274796O.nc, wod_007274799O.nc, 7274796, 7274799, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 26.0833, 131.0000, 130.0667, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, - wod_007274744O.nc, wod_007275024O.nc, 7274744, 7275024, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0333, 25.5167, 129.7500, 134.8667, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.0000, 27.0000, 0.0000, 0.0000, - wod_007275243O.nc, wod_007275553O.nc, 7275243, 7275553, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 33.7000, 34.7000, 129.0000, 139.2500, 1995, 1995, 6, 6, 5, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 19.7000, 19.7000, 0.0000, 0.0000, - wod_007276141O.nc, wod_007276154O.nc, 7276141, 7276154, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.7500, 37.4000, 138.7000, 138.3333, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.3000, 17.3000, 0.0000, 0.0000, - wod_007275310O.nc, wod_007275315O.nc, 7275310, 7275315, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 34.6333, 34.5833, 138.5500, 138.2333, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , , ASHITAKA, ASHITAKA, , , JP121965, JP121965, , , , , 0.0000, 0.0000, 19.7000, 19.7000, 0.0000, 0.0000, - wod_007276149O.nc, wod_007276152O.nc, 7276149, 7276152, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.9500, 37.3667, 139.0000, 138.4833, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, - wod_007275019O.nc, wod_007275021O.nc, 7275019, 7275021, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.9167, 38.6000, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, - wod_007276438O.nc, wod_007276440O.nc, 7276438, 7276440, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 28.2500, 28.7500, 134.9833, 134.6833, 1995, 1995, 6, 6, 9, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 23.4000, 23.4000, 0.0000, 0.0000, - wod_007275044O.nc, wod_007276192O.nc, 7275044, 7276192, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.5667, 26.2500, 134.0000, 136.1667, 1995, 1995, 6, 6, 4, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.3000, 26.3000, 0.0000, 0.0000, - wod_007275519O.nc, wod_007275529O.nc, 7275519, 7275529, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 33.2500, 33.1167, 137.6833, 139.0333, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 20.9000, 20.9000, 0.0000, 0.0000, - wod_007275518O.nc, wod_007275874O.nc, 7275518, 7275874, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.2500, 38.2500, 132.8333, 132.9167, 1995, 1995, 6, 6, 6, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP121926, JP121926, , , , , 0.0000, 0.0000, 15.7000, 15.7000, 0.0000, 0.0000, - wod_007276228O.nc, wod_007276230O.nc, 7276228, 7276230, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 24.6000, 24.3500, 136.7333, 136.1667, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 28.7000, 28.7000, 0.0000, 0.0000, - wod_007275869O.nc, wod_007276161O.nc, 7275869, 7276161, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 39.2500, 39.7500, 134.6333, 134.8167, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP121926, JP121926, , , , , 0.0000, 0.0000, 13.8000, 13.8000, 0.0000, 0.0000, - wod_007275010O.nc, wod_007276231O.nc, 7275010, 7276231, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 25.8333, 25.6667, 131.7500, 136.4667, 1995, 1995, 6, 6, 4, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 26.7000, 0.0000, 0.0000, - wod_007275020O.nc, wod_007275021O.nc, 7275020, 7275021, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 38.1667, 38.6000, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, - wod_007276440O.nc, wod_007276442O.nc, 7276440, 7276442, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 28.7500, 28.5000, 134.6833, 134.8333, 1995, 1995, 6, 6, 9, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 23.4000, 23.4000, 0.0000, 0.0000, - wod_007276438O.nc, wod_007276442O.nc, 7276438, 7276442, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 28.2500, 28.5000, 134.9833, 134.8333, 1995, 1995, 6, 6, 9, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 23.4000, 23.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274796O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274799O.nc, 7274796, 7274799, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 26.0833, 26.0833, 131.0000, 130.0667, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 27.7000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275019O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275020O.nc, 7275019, 7275020, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.9167, 38.1667, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275310O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275313O.nc, 7275310, 7275313, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 34.6333, 34.6333, 138.5500, 138.4333, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , , ASHITAKA, ASHITAKA, , , JP121965, JP121965, , , , , 0.0000, 0.0000, 19.7000, 19.8000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275019O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275021O.nc, 7275019, 7275021, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 37.9167, 38.6000, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275020O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275021O.nc, 7275020, 7275021, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, XBT, XBT, 306, 306, 38.1667, 38.6000, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 17.0000, 0.0000, 0.0000, diff --git a/DC_OCEAN/Input_files/Profile_Summary_Score_list.npz b/DC_OCEAN/Input_files/Profile_Summary_Score_list.npz index b3ba9fa..b6fd8a8 100644 Binary files a/DC_OCEAN/Input_files/Profile_Summary_Score_list.npz and b/DC_OCEAN/Input_files/Profile_Summary_Score_list.npz differ diff --git a/DC_OCEAN/Input_files/Unduplicatelist_sorted_unique_pairs_generic.txt b/DC_OCEAN/Input_files/Unduplicatelist_sorted_unique_pairs_generic.txt index 5a328f5..6fa273d 100644 --- a/DC_OCEAN/Input_files/Unduplicatelist_sorted_unique_pairs_generic.txt +++ b/DC_OCEAN/Input_files/Unduplicatelist_sorted_unique_pairs_generic.txt @@ -1,213 +1,24 @@ - wod_007275023O.nc, wod_007275040O.nc, 7275023, 7275040, XBT, XBT, 306, 306, 38.4167, 37.6667, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 16.0000, 18.0000, 0.0000, 0.0000, - wod_007275896O.nc, wod_007276181O.nc, 7275896, 7276181, XBT, XBT, 306, 306, 37.7000, 40.0000, 146.2000, 143.8000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007276095O.nc, wod_007276147O.nc, 7276095, 7276147, XBT, XBT, 9600012, 9600012, -16.8083, 21.1467, -38.3000, -171.7517, 1995, 1995, 6, 6, 8, 8, 15, 19, 48, 1, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 18, 18, 15.800 , 19.030, GTSP Program, GTSP Program, , , SEA WOLF (KNFG), SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , US141540, US141582, , , , , 471987.1562, 471987.1562, 15387.0205, 15521.7900, 0.0000, 0.0000, - wod_007274649O.nc, wod_007275490O.nc, 7274649, 7275490, XBT, XBT, 9600012, 9700011, -15.8000, -34.1000, -6.7000, 154.6667, 1995, 1995, 6, 6, 3, 6, 4, 16, 41, 0, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1225, 759.800, 759.800, 79, 44, 4.700 , 16.020, GTSP Program, GTSP Program, , , OLIVE BANK, BOTANY BAY, , , PA143354, GB121917, , COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471987.1562, 471991.9062, 12808.1992, 13422.0898, 0.0000, 0.0000, - wod_007274417O.nc, wod_007276252O.nc, 7274417, 7276252, XBT, XBT, 9500128, 9600012, 48.5000, 0.8250, -127.1000, -44.3833, 1995, 1995, 6, 6, 2, 8, 9, 22, 37, 32,XBT: T7 (UNKNOWN BRAND), XBT: T7 (SIPPICAN), , SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 18, 79, 9.620 , 22.550, GTSP Program, GTSP Program, , ,SEA-LAND TRADER (KIRH), OLIVE BANK, , , US141517, PA143354, , , , , 471987.1562, 471987.1562, 8014.4702, 13517.4707, 0.0000, 0.0000, - wod_007274728O.nc, wod_007276574O.nc, 7274728, 7276574, XBT, XBT, 9600013, 9600012, 26.3333, 40.1117, -90.4950, -47.4017, 1995, 1995, 6, 6, 3, 10, 17, 5, 51, 43, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 44, 18, 17.850 , 5.720, GTSP Program, GTSP Program, , ,ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), RALEIGH BAY, , , GB121939, US145769, , , , , 471987.1562, 471987.1562, 15874.4004, 15815.0898, 0.0000, 0.0000, - wod_007274649O.nc, wod_007275460O.nc, 7274649, 7275460, XBT, XBT, 9600012, 9700011, -15.8000, -34.0667, -6.7000, 153.2667, 1995, 1995, 6, 6, 3, 6, 4, 12, 41, 26, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1225, 759.800, 759.800, 79, 44, 4.700 , 12.430, GTSP Program, GTSP Program, , , OLIVE BANK, BOTANY BAY, , , PA143354, GB121917, , COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471987.1562, 471991.9062, 12808.1992, 13375.8232, 0.0000, 0.0000, - wod_007274752O.nc, wod_007276465O.nc, 7274752, 7276465, XBT, XBT, 306, 306, 34.1000, 36.3000, 139.9000, 134.5000, 1995, 1995, 6, 6, 3, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 3, 400.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 300.0000, 56.5000, 30.6000, 0.0000, 0.0000, - wod_007275883O.nc, wod_007276315O.nc, 7275883, 7276315, XBT, XBT, 306, 306, 40.6000, 29.5000, 139.4000, 124.6167, 1995, 1995, 6, 6, 7, 9, 19, 0, 0, 36, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 2, 15, 100.000, 78.000, 999, 18, 19.000 , 0.600, GTSP Program, GTSP Program, , , , USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , , US121395, , , , , 100.0000, 510.0000, 26.0000, 302.6000, 0.0000, 0.0000, - wod_007275244O.nc, wod_007275313O.nc, 7275244, 7275313, XBT, XBT, 306, 306, 34.6333, 34.6333, 138.6500, 138.4333, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , , ASHITAKA, ASHITAKA, , , JP121965, JP121965, , , , , 0.0000, 0.0000, 19.6000, 19.8000, 0.0000, 0.0000, - wod_007274527O.nc, wod_007275283O.nc, 7274527, 7275283, XBT, XBT, 306, 306, 33.0000, 34.7000, 138.8000, 140.4000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275137O.nc, wod_007275138O.nc, 7275137, 7275138, XBT, XBT, 9600012, 9600012, 36.1583, 36.1583, -7.6800, -7.6800, 1995, 1995, 6, 6, 5, 5, 0, 0, 16, 19, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 40, 1180, 27.100, 734.800, 20, 20, 0.270 , 0.320, GTSP Program, GTSP Program, , , SEA PREMIER, SEA PREMIER, , , FR121621, FR121621, , , , , 582.0000, 440587.1250, 794.4900, 15649.0283, 0.0000, 0.0000, - wod_007274946O.nc, wod_007275491O.nc, 7274946, 7275491, XBT, XBT, 9600012, 9600012, -12.7833, -7.2267, -14.8167, -29.3917, 1995, 1995, 6, 6, 4, 6, 10, 16, 22, 30, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 79, 10.370 , 16.500, GTSP Program, GTSP Program, , , OLIVE BANK, OLIVE BANK, , , PA143354, PA143354, , , , , 471987.1562, 471987.1562, 13079.1289, 12930.7910, 0.0000, 0.0000, - wod_007275809O.nc, wod_007276096O.nc, 7275809, 7276096, XBT, XBT, 9600016, 9600012, 36.2950, -16.9250, -21.8700, -38.2883, 1995, 1995, 6, 6, 7, 8, 14, 15, 45, 24, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 40, 18, 14.770 , 15.420, GTSP Program, GTSP Program, , , COLIMA, SEA WOLF (KNFG), , , PH141568, US141540, , , , , 471987.1562, 471987.1562, 16153.9619, 16049.0801, 0.0000, 0.0000, - wod_007275283O.nc, wod_007275512O.nc, 7275283, 7275512, XBT, XBT, 306, 306, 34.7000, 34.1000, 140.4000, 140.0000, 1995, 1995, 6, 6, 5, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275020O.nc, wod_007275023O.nc, 7275020, 7275023, XBT, XBT, 306, 306, 38.1667, 38.4167, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 16.0000, 0.0000, 0.0000, - wod_007275891O.nc, wod_007276214O.nc, 7275891, 7276214, XBT, XBT, 306, 306, 37.5000, 39.5000, 144.4000, 142.8000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 45.2000, 28.4000, 0.0000, 0.0000, - wod_007274481O.nc, wod_007275876O.nc, 7274481, 7275876, XBT, XBT, 306, 306, 41.5000, 37.5000, 141.6000, 145.4000, 1995, 1995, 6, 6, 2, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 32.2000, 32.2000, 0.0000, 0.0000, - wod_007276111O.nc, wod_007276405O.nc, 7276111, 7276405, XBT, XBT, 9700168, 9700168, 0.1500, 4.0000, 140.7000, 136.0000, 1995, 1995, 6, 6, 8, 9, 17, 17, 58, 58, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 754, 717, 782.000, 745.000, 44, 44, 17.980 , 17.980, GTSP Program, GTSP Program, , ,T.A. EXPLORER (ZDAZ6), T.A. EXPLORER (ZDAZ6), , , GB121983, GB121983, , , , , 300017.0000, 271749.0000, 9616.5693, 8714.3691, 0.0000, 0.0000, - wod_007274398O.nc, wod_007276095O.nc, 7274398, 7276095, XBT, XBT, 9700011, 9600012, -20.7167, -16.8083, 95.0667, -38.3000, 1995, 1995, 6, 6, 2, 8, 6, 15, 20, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1225, 1222, 759.800, 759.800, 44, 18, 6.330 , 15.800, GTSP Program, GTSP Program, , , ENCOUNTER BAY, SEA WOLF (KNFG), , , GB121931, US141540,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 16516.3555, 15387.0205, 0.0000, 0.0000, - wod_007274437O.nc, wod_007275441O.nc, 7274437, 7275441, XBT, XBT, 9600012, 9700011, 5.2817, -34.0667, 133.3000, 151.7667, 1995, 1995, 6, 6, 2, 6, 12, 8, 0, 15, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1225, 759.800, 759.800, 23, 44, 12.000 , 8.270, GTSP Program, GTSP Program, , ,BOGASARI LIMA (YDLR), BOTANY BAY, , , ID121914, GB121917, , COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471987.1562, 471991.9062, 14637.7695, 15222.2109, 0.0000, 0.0000, - wod_007274522O.nc, wod_007276200O.nc, 7274522, 7276200, XBT, XBT, 306, 306, 34.0000, 34.5000, 138.6000, 140.2000, 1995, 1995, 6, 6, 2, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 53.4000, 52.5000, 0.0000, 0.0000, - wod_007274826O.nc, wod_007276367O.nc, 7274826, 7276367, XBT, XBT, 9600015, 9600013, -21.6500, 4.0833, -95.7917, -87.7650, 1995, 1995, 6, 6, 3, 9, 23, 8, 30, 57, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 44, 23.500 , 8.970, GTSP Program, GTSP Program, , , EASTERN LION, ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , LR121948, GB121939, , , , , 471987.1562, 471987.1562, 13586.8516, 13530.2100, 0.0000, 0.0000, - wod_007274521O.nc, wod_007275280O.nc, 7274521, 7275280, XBT, XBT, 306, 306, 34.3000, 34.8000, 138.5000, 140.2000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.5000, 55.5000, 0.0000, 0.0000, - wod_007275267O.nc, wod_007275271O.nc, 7275267, 7275271, XBT, XBT, 306, 306, 34.5000, 34.5000, 142.6000, 143.0000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 73.7000, 73.7000, 0.0000, 0.0000, - wod_007274649O.nc, wod_007275916O.nc, 7274649, 7275916, XBT, XBT, 9600012, 9600012, -15.8000, 37.1450, -6.7000, -72.6483, 1995, 1995, 6, 6, 3, 7, 4, 20, 41, 15, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 18, 4.700 , 20.250, GTSP Program, GTSP Program, , , OLIVE BANK, RALEIGH BAY, , , PA143354, US145769, , , , , 471987.1562, 471987.1562, 12808.1992, 12272.6104, 0.0000, 0.0000, - wod_007275311O.nc, wod_007276193O.nc, 7275311, 7276193, XBT, XBT, 306, 306, 33.1000, 36.3000, 138.0000, 134.4000, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 3, 400.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 300.0000, 54.0000, 31.8000, 0.0000, 0.0000, - wod_007274677O.nc, wod_007275142O.nc, 7274677, 7275142, XBT, XBT, 9600016, 9600012, 33.0317, -24.1000, -56.1233, -11.3000, 1995, 1995, 6, 6, 3, 5, 8, 1, 52, 53, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1135, 759.800, 707.900, 40, 44, 8.870 , 1.900, GTSP Program, GTSP Program, , , COLIMA, BORINGIA, , , PH141568, GB121869, , , , , 471987.1562, 408111.7188, 18735.6406, 13728.1885, 0.0000, 0.0000, - wod_007274464O.nc, wod_007274560O.nc, 7274464, 7274560, XBT, XBT, 9800016, 9800016, -25.3083, -26.0817, -156.3617, -158.2317, 1995, 1995, 6, 6, 2, 2, 17, 23, 39, 55, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1224, 1224, 759.800, 759.800, 60, 60, 17.670 , 23.930, GTSP Program, GTSP Program, , ,QUEENSLAND STAR (C6JZ3) AFTER 12/91, QUEENSLAND STAR (C6JZ3) AFTER 12/91, , , BS143371, BS143371, , , , , 471989.0000, 471989.0000, 16083.7812, 16056.0703, 0.0000, 0.0000, - wod_007274760O.nc, wod_007275020O.nc, 7274760, 7275020, XBT, XBT, 306, 306, 33.7000, 38.1667, 140.0000, 137.3333, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 3, 1, 200.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 300.0000, 0.0000, 48.4000, 17.0000, 0.0000, 0.0000, - wod_007274481O.nc, wod_007274785O.nc, 7274481, 7274785, XBT, XBT, 306, 306, 41.5000, 39.2000, 141.6000, 142.3000, 1995, 1995, 6, 6, 2, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 32.2000, 32.2000, 0.0000, 0.0000, - wod_007275222O.nc, wod_007276071O.nc, 7275222, 7276071, XBT, XBT, 9600012, 9600012, -9.7150, 38.6167, -22.9100, -65.6267, 1995, 1995, 6, 6, 5, 8, 16, 11, 28, 53, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 18, 16.470 , 11.900, GTSP Program, GTSP Program, , , OLIVE BANK, RALEIGH BAY, , , PA143354, US145769, , , , , 471987.1562, 471987.1562, 13577.2402, 13008.7598, 0.0000, 0.0000, - wod_007274794O.nc, wod_007275303O.nc, 7274794, 7275303, XBT, XBT, 306, 306, 32.8000, 33.3000, 140.2000, 138.5000, 1995, 1995, 6, 6, 3, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 65.9000, 50.9000, 0.0000, 0.0000, - wod_007275928O.nc, wod_007276374O.nc, 7275928, 7276374, XBT, XBT, 306, 306, 30.0167, 36.0000, 125.6500, 133.5000, 1995, 1995, 6, 6, 7, 9, 22, 9, 5, 59, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 12, 3, 67.000, 100.000, 18, 28, 22.080 , 10.000, GTSP Program, GTSP Program, , ,USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), YOKO-MARU, , , US121395, JP141571, , , , , 292.0000, 150.0000, 200.2000, 47.6000, 0.0000, 0.0000, - wod_007274732O.nc, wod_007275333O.nc, 7274732, 7275333, XBT, XBT, 9600013, 9600012, 13.5717, 14.9500, 70.1217, -56.2667, 1995, 1995, 6, 6, 3, 5, 18, 23, 5, 30, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 63, 18, 18.080 , 23.520, GTSP Program, GTSP Program, , , AFRIS PIONEER, SEA LION (Cont.ship;c.s.KJLV;b.1985;active 1987-06.1999;IMO8322789)\0, , , CY143377, US028167, , , , , 471987.1562, 471987.1562, 17806.5098, 17432.2402, 0.0000, 0.0000, - wod_007274527O.nc, wod_007275898O.nc, 7274527, 7275898, XBT, XBT, 306, 306, 33.0000, 37.5000, 138.8000, 146.3000, 1995, 1995, 6, 6, 2, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007276562O.nc, wod_007276608O.nc, 7276562, 7276608, XBT, XBT, 9600013, 9600012, 1.1300, -14.1000, -93.0483, -18.7000, 1995, 1995, 6, 6, 10, 10, 3, 10, 2, 41, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 44, 79, 3.050 , 10.700, GTSP Program, GTSP Program, , ,ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, , , GB121939, PA143379, , , , , 471987.1562, 471987.1562, 13084.0000, 13862.3604, 0.0000, 0.0000, - wod_007274635O.nc, wod_007276619O.nc, 7274635, 7276619, XBT, XBT, 9600116, 9600012, 11.6300, 40.1750, 56.5000, -44.7450, 1995, 1995, 6, 6, 3, 10, 2, 12, 1, 4, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 18, 18, 2.030 , 12.080, GTSP Program, GTSP Program, , ,MALCOLM BALDRIGE (NOAA ship;RV;c.s.WTER;active 1988-96;ex Researcher;IMO6901907), RALEIGH BAY, , , US121955, US145769, , , , , 471987.1562, 471987.1562, 18785.0898, 18437.3906, 0.0000, 0.0000, - wod_007274960O.nc, wod_007276251O.nc, 7274960, 7276251, XBT, XBT, 306, 306, 55.0000, 29.5167, 6.3300, 124.2333, 1995, 1995, 6, 6, 4, 8, 12, 22, 29, 43, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 7, 8, 35.000, 68.000, 999, 18, 12.500 , 22.720, GTSP Program, GTSP Program, , , , USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , , US121395, , , , , 140.0000, 308.0000, 64.9000, 170.9000, 0.0000, 0.0000, - wod_007275307O.nc, wod_007276432O.nc, 7275307, 7276432, XBT, XBT, 306, 306, 40.3000, 40.0000, 138.2000, 146.1000, 1995, 1995, 6, 6, 5, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 18.5000, 18.5000, 0.0000, 0.0000, - wod_007276029O.nc, wod_007276557O.nc, 7276029, 7276557, XBT, XBT, 9600012, 9600012, 53.0900, 54.2250, -144.4200, -170.8117, 1995, 1995, 6, 6, 8, 10, 5, 2, 44, 54, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 34, 45, 5.730 , 2.900, GTSP Program, GTSP Program, , , SKAUGRAN (LADB2), TAI HE (BOAB), , , NO121561, CN141538, , , , , 471987.1562, 471987.1562, 4873.0601, 4675.1602, 0.0000, 0.0000, - wod_007275532O.nc, wod_007276571O.nc, 7275532, 7276571, XBT, XBT, 306, 306, 33.0000, 20.7167, 137.7000, -156.7000, 1995, 1995, 6, 6, 6, 10, 19, 4, 0, 39, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 23, 400.000, 246.000, 999, 18, 19.000 , 4.670, GTSP Program, GTSP Program, , , , USNS SILAS BENT (T-AGS-26; call sign NNUD; service date 07/23/1965 - 10/28/1999), , , , US121938, , , , , 700.0000, 3490.0000, 61.4000, 470.4000, 0.0000, 0.0000, - wod_007275904O.nc, wod_007276185O.nc, 7275904, 7276185, XBT, XBT, 306, 306, 37.5000, 40.0000, 142.3000, 143.2000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007274951O.nc, wod_007275417O.nc, 7274951, 7275417, XBT, XBT, 9700011, 9600013, -28.7667, 16.1533, 108.6333, -129.6667, 1995, 1995, 6, 6, 4, 6, 11, 3, 57, 29, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1225, 1221, 759.800, 759.200, 44, 14, 11.950 , 3.480, GTSP Program, GTSP Program, , , ENCOUNTER BAY, MOANA PACIFIC (OWUO6), , , GB121931, DK141579,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471227.2812, 13921.3779, 13068.9004, 0.0000, 0.0000, - wod_007274942O.nc, wod_007275412O.nc, 7274942, 7275412, XBT, XBT, 9600016, 9600016, 34.6850, 36.3083, -48.2033, -33.9650, 1995, 1995, 6, 6, 4, 6, 9, 2, 25, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 40, 9.420 , 2.800, GTSP Program, GTSP Program, , , COLIMA, COLIMA, , , PH141568, PH141568, , , , , 471987.1562, 471987.1562, 16576.8789, 16685.9609, 0.0000, 0.0000, - wod_007274423O.nc, wod_007274677O.nc, 7274423, 7274677, XBT, XBT, 9600116, 9600016, 15.0350, 33.0317, 56.5350, -56.1233, 1995, 1995, 6, 6, 2, 3, 11, 8, 8, 52, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 18, 40, 11.150 , 8.870, GTSP Program, GTSP Program, , ,MALCOLM BALDRIGE (NOAA ship;RV;c.s.WTER;active 1988-96;ex Researcher;IMO6901907), COLIMA, , , US121955, PH141568, , , , , 471987.1562, 471987.1562, 18585.7891, 18735.6406, 0.0000, 0.0000, - wod_007275539O.nc, wod_007275559O.nc, 7275539, 7275559, XBT, XBT, 306, 306, 32.3500, 32.2500, 137.0500, 137.2000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 23.7000, 23.3000, 0.0000, 0.0000, - wod_007275246O.nc, wod_007276068O.nc, 7275246, 7276068, XBT, XBT, 306, 306, 33.7000, 29.8667, 129.2000, 123.4000, 1995, 1995, 6, 6, 5, 8, 19, 11, 0, 12, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 2, 11, 100.000, 70.000, 999, 18, 19.000 , 11.200, GTSP Program, GTSP Program, , , , USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , , US121395, , , , , 100.0000, 315.0000, 36.9000, 233.9000, 0.0000, 0.0000, - wod_007274828O.nc, wod_007276077O.nc, 7274828, 7276077, XBT, XBT, 9700168, 9700168, -19.6500, -2.3167, 162.7833, 143.8500, 1995, 1995, 6, 6, 3, 8, 23, 12, 55, 17, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 851, 852, 879.000, 880.000, 79, 79, 23.930 , 12.300, GTSP Program, GTSP Program, , ,CORAL ISLANDER (Cargo;c.s.3EVS;b.1977;active 1989-2002;ex.South Islander), CORAL ISLANDER (Cargo;c.s.3EVS;b.1977;active 1989-2002;ex.South Islander), , , PA143356, PA143356, , , , , 380624.0000, 381504.0000, 11326.5703, 10539.9805, 0.0000, 0.0000, - wod_007275071O.nc, wod_007275491O.nc, 7275071, 7275491, XBT, XBT, 9600015, 9600012, -26.7500, -7.2267, -92.9633, -29.3917, 1995, 1995, 6, 6, 4, 6, 23, 16, 34, 30, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 79, 23.570 , 16.500, GTSP Program, GTSP Program, , , EASTERN LION, OLIVE BANK, , , LR121948, PA143354, , , , , 471987.1562, 471987.1562, 12871.1797, 12930.7910, 0.0000, 0.0000, - wod_007274527O.nc, wod_007276200O.nc, 7274527, 7276200, XBT, XBT, 306, 306, 33.0000, 34.5000, 138.8000, 140.2000, 1995, 1995, 6, 6, 2, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007274789O.nc, wod_007275537O.nc, 7274789, 7275537, XBT, XBT, 306, 306, 32.0000, 32.8333, 140.5000, 137.9167, 1995, 1995, 6, 6, 3, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 1, 400.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 0.0000, 81.4000, 22.0000, 0.0000, 0.0000, - wod_007275512O.nc, wod_007275898O.nc, 7275512, 7275898, XBT, XBT, 306, 306, 34.1000, 37.5000, 140.0000, 146.3000, 1995, 1995, 6, 6, 6, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007274958O.nc, wod_007275196O.nc, 7274958, 7275196, XBT, XBT, 306, 306, 54.6000, 54.6000, 11.1500, 11.1500, 1995, 1995, 6, 6, 4, 5, 12, 12, 33, 33, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 6, 6, 25.000, 25.000, 1, 1, 12.550 , 12.550, GTSP Program, GTSP Program, , , FEHMARNBELT, FEHMARNBELT, , , DE121751, DE121751, , , , , 77.0000, 77.0000, 61.9000, 60.7000, 0.0000, 0.0000, - wod_007275931O.nc, wod_007276062O.nc, 7275931, 7276062, XBT, XBT, 9600013, 9600012, -10.0283, -1.3933, 59.3550, -40.9033, 1995, 1995, 6, 6, 7, 8, 23, 10, 51, 27, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 63, 79, 23.850 , 10.450, GTSP Program, GTSP Program, , , AFRIS PIONEER, OLIVE BANK, , , CY143377, PA143354, , , , , 471987.1562, 471987.1562, 14114.0996, 13942.3389, 0.0000, 0.0000, - wod_007274729O.nc, wod_007275835O.nc, 7274729, 7275835, XBT, XBT, 9600015, 9600012, -20.3000, 21.3333, -96.4000, -162.2550, 1995, 1995, 6, 6, 3, 7, 17, 18, 37, 7, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 18, 17.620 , 18.120, GTSP Program, GTSP Program, , , EASTERN LION, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , LR121948, US141582, , , , , 471987.1562, 471987.1562, 14121.5293, 13773.1484, 0.0000, 0.0000, - wod_007275877O.nc, wod_007276168O.nc, 7275877, 7276168, XBT, XBT, 306, 306, 37.8000, 38.4000, 146.0000, 145.0000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 22.7000, 43.2000, 0.0000, 0.0000, - wod_007274984O.nc, wod_007276056O.nc, 7274984, 7276056, XBT, XBT, 9600012, 9600012, -12.1850, 3.5183, -16.4200, -42.1983, 1995, 1995, 6, 6, 4, 8, 16, 9, 30, 7, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 18, 16.500 , 9.120, GTSP Program, GTSP Program, , , OLIVE BANK, SEA LION (Cont.ship;c.s.KJLV;b.1985;active 1987-06.1999;IMO8322789)\0, , , PA143354, US028167, , , , , 471987.1562, 471987.1562, 13573.7295, 13049.6992, 0.0000, 0.0000, - wod_007275902O.nc, wod_007276220O.nc, 7275902, 7276220, XBT, XBT, 306, 306, 34.9000, 34.9000, 142.2000, 141.2000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.5000, 70.5000, 0.0000, 0.0000, - wod_007275909O.nc, wod_007276217O.nc, 7275909, 7276217, XBT, XBT, 306, 306, 34.9000, 34.8000, 141.2000, 140.5000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.3000, 54.2000, 0.0000, 0.0000, - wod_007274923O.nc, wod_007275208O.nc, 7274923, 7275208, XBT, XBT, 306, 306, 30.9800, 47.8833, 125.8100, -52.1333, 1995, 1995, 6, 6, 4, 5, 6, 13, 1, 34, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 8, 36, 65.000, 189.000, 18, 9, 6.020 , 13.580, GTSP Program, GTSP Program, , ,USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), SHAMOOK (F/V; call sign CG2676; built 1975; IMO7393573), , , US121395, CA121962, , , , , 150.0000, 2248.0000, 136.7000, 9.9000, 0.0000, 0.0000, - wod_007276062O.nc, wod_007276608O.nc, 7276062, 7276608, XBT, XBT, 9600012, 9600012, -1.3933, -14.1000, -40.9033, -18.7000, 1995, 1995, 6, 6, 8, 10, 10, 10, 27, 41, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 79, 10.450 , 10.700, GTSP Program, GTSP Program, , , OLIVE BANK, CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, , , PA143354, PA143379, , , , , 471987.1562, 471987.1562, 13942.3389, 13862.3604, 0.0000, 0.0000, - wod_007275848O.nc, wod_007275850O.nc, 7275848, 7275850, XBT, XBT, 306, 306, 36.5667, 36.7667, 136.3167, 136.4000, 1995, 1995, 6, 6, 7, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.9000, 19.0000, 0.0000, 0.0000, - wod_007276195O.nc, wod_007276196O.nc, 7276195, 7276196, XBT, XBT, 306, 306, 26.5000, 40.2500, 136.0333, 135.6667, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP141577, JP121926, , , , , 0.0000, 0.0000, 26.1000, 12.8000, 0.0000, 0.0000, - wod_007275327O.nc, wod_007275931O.nc, 7275327, 7275931, XBT, XBT, 9600012, 9600013, -9.0900, -10.0283, -24.5333, 59.3550, 1995, 1995, 6, 6, 5, 7, 22, 23, 25, 51, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 63, 22.430 , 23.850, GTSP Program, GTSP Program, , , OLIVE BANK, AFRIS PIONEER, , , PA143354, CY143377, , , , , 471987.1562, 471987.1562, 14338.0195, 14114.0996, 0.0000, 0.0000, - wod_007274513O.nc, wod_007274516O.nc, 7274513, 7274516, XBT, XBT, 306, 306, 37.7833, 37.8000, 138.4333, 138.4667, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 15.5000, 16.4000, 0.0000, 0.0000, - wod_007276160O.nc, wod_007276189O.nc, 7276160, 7276189, XBT, XBT, 306, 306, 40.1000, 27.5000, 135.0000, 135.4333, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP121926, JP141577, , , , , 0.0000, 0.0000, 12.9000, 24.5000, 0.0000, 0.0000, - wod_007276245O.nc, wod_007276372O.nc, 7276245, 7276372, XBT, XBT, 9600013, 9600013, 0.4667, -1.7667, -139.2667, -140.6000, 1995, 1995, 6, 6, 8, 9, 21, 9, 34, 29, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1221, 759.800, 759.200, 14, 14, 21.570 , 9.480, GTSP Program, GTSP Program, , ,MOANA PACIFIC (OWUO6), MOANA PACIFIC (OWUO6), , , DK141579, DK141579, , , , , 471987.1562, 471227.2812, 14058.8096, 14800.5996, 0.0000, 0.0000, - wod_007274527O.nc, wod_007275512O.nc, 7274527, 7275512, XBT, XBT, 306, 306, 33.0000, 34.1000, 138.8000, 140.0000, 1995, 1995, 6, 6, 2, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275258O.nc, wod_007276452O.nc, 7275258, 7276452, XBT, XBT, 306, 306, 32.1000, 32.4000, 132.2000, 129.1000, 1995, 1995, 6, 6, 5, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 2, 400.000, 100.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 100.0000, 64.9000, 38.0000, 0.0000, 0.0000, - wod_007275283O.nc, wod_007275531O.nc, 7275283, 7275531, XBT, XBT, 306, 306, 34.7000, 34.6000, 140.4000, 139.7000, 1995, 1995, 6, 6, 5, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 49.7000, 0.0000, 0.0000, - wod_007274730O.nc, wod_007275456O.nc, 7274730, 7275456, XBT, XBT, 9700011, 9600012, -26.1333, 15.7050, 103.8333, -136.0333, 1995, 1995, 6, 6, 3, 6, 17, 11, 46, 49, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1225, 1222, 759.800, 759.800, 44, 30, 17.780 , 11.830, GTSP Program, GTSP Program, , , ENCOUNTER BAY, COLUMBUS CANADA, , , GB121931, LR121794,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 15447.2930, 13619.9580, 0.0000, 0.0000, - wod_007274485O.nc, wod_007274486O.nc, 7274485, 7274486, XBT, XBT, 306, 306, 45.4500, 45.3167, 142.6167, 142.9500, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 5.7000, 6.0000, 0.0000, 0.0000, - wod_007274554O.nc, wod_007274724O.nc, 7274554, 7274724, XBT, XBT, 9600012, 9600012, -16.7833, -14.6000, -4.0667, -10.1000, 1995, 1995, 6, 6, 2, 3, 22, 16, 22, 43, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 79, 22.380 , 16.720, GTSP Program, GTSP Program, , , OLIVE BANK, OLIVE BANK, , , PA143354, PA143354, , , , , 471987.1562, 471987.1562, 12937.7402, 12919.6504, 0.0000, 0.0000, - wod_007275317O.nc, wod_007275414O.nc, 7275317, 7275414, XBT, XBT, 9700220, 9700220, -39.5667, -39.6500, 146.0500, 146.1667, 1995, 1995, 6, 6, 5, 6, 20, 2, 54, 26,XBT: XBT-10 (SPARTON), XBT: XBT-10 (SPARTON), SIPPICAN MK-12, SIPPICAN MK-12, 322, 322, 200.000, 200.000, 4, 4, 20.920 , 2.450, GTSP Program, GTSP Program, , ,HMAS DARWIN (FFG-04;call sign VKDA;built 03.1982;comm-d 07.1984), HMAS DARWIN (FFG-04;call sign VKDA;built 03.1982;comm-d 07.1984), , , AU121976, AU121976, , , , , 32328.7012, 32328.7012, 4422.8574, 4459.2202, 0.0000, 0.0000, - wod_007274751O.nc, wod_007275023O.nc, 7274751, 7275023, XBT, XBT, 306, 306, 34.4000, 38.4167, 139.8000, 137.3333, 1995, 1995, 6, 6, 3, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 1, 400.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 0.0000, 54.9000, 16.0000, 0.0000, 0.0000, - wod_007274785O.nc, wod_007275876O.nc, 7274785, 7275876, XBT, XBT, 306, 306, 39.2000, 37.5000, 142.3000, 145.4000, 1995, 1995, 6, 6, 3, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 32.2000, 32.2000, 0.0000, 0.0000, - wod_007275066O.nc, wod_007276083O.nc, 7275066, 7276083, XBT, XBT, 9600012, 9600012, -11.5767, 37.7983, -18.0233, -70.6450, 1995, 1995, 6, 6, 4, 8, 22, 12, 24, 11, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 18, 22.400 , 12.200, GTSP Program, GTSP Program, , , OLIVE BANK, OLEANDER (Cont.ship;call sign PJJU;built 10.1990;new c.s.V7SX3;IMO8901406), , , PA143354, US121982, , , , , 471987.1562, 471987.1562, 13261.5703, 12773.3096, 0.0000, 0.0000, - wod_007275885O.nc, wod_007276164O.nc, 7275885, 7276164, XBT, XBT, 306, 306, 37.5000, 38.1000, 146.5000, 145.5000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 47.6000, 20.4000, 0.0000, 0.0000, - wod_007274426O.nc, wod_007275835O.nc, 7274426, 7275835, XBT, XBT, 9700011, 9600012, -21.5667, 21.3333, 96.4000, -162.2550, 1995, 1995, 6, 6, 2, 7, 11, 18, 55, 7, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1225, 1222, 759.800, 759.800, 44, 18, 11.930 , 18.120, GTSP Program, GTSP Program, , , ENCOUNTER BAY, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , GB121931, US141582,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 15939.8994, 13773.1484, 0.0000, 0.0000, - wod_007275533O.nc, wod_007275553O.nc, 7275533, 7275553, XBT, XBT, 306, 306, 33.6667, 34.7000, 139.1167, 139.2500, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 20.5000, 19.7000, 0.0000, 0.0000, - wod_007276152O.nc, wod_007276449O.nc, 7276152, 7276449, XBT, XBT, 306, 306, 37.3667, 41.0333, 138.4833, 139.0000, 1995, 1995, 6, 6, 8, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , JP142420, JP121926, , , , , 0.0000, 0.0000, 17.0000, 14.9000, 0.0000, 0.0000, - wod_007274724O.nc, wod_007275071O.nc, 7274724, 7275071, XBT, XBT, 9600012, 9600015, -14.6000, -26.7500, -10.1000, -92.9633, 1995, 1995, 6, 6, 3, 4, 16, 23, 43, 34, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 30, 16.720 , 23.570, GTSP Program, GTSP Program, , , OLIVE BANK, EASTERN LION, , , PA143354, LR121948, , , , , 471987.1562, 471987.1562, 12919.6504, 12871.1797, 0.0000, 0.0000, - wod_007274656O.nc, wod_007275480O.nc, 7274656, 7275480, XBT, XBT, 9800016, 9600012, -26.7533, 51.1000, -159.9667, -131.5800, 1995, 1995, 6, 6, 3, 6, 5, 14, 41, 30, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1224, 1222, 759.800, 759.800, 60, 45, 5.700 , 14.500, GTSP Program, GTSP Program, , ,QUEENSLAND STAR (C6JZ3) AFTER 12/91, TAI HE (BOAB), , , BS143371, CN141538, , , , , 471989.0000, 471987.1562, 16505.1191, 6837.1094, 0.0000, 0.0000, - wod_007275283O.nc, wod_007276200O.nc, 7275283, 7276200, XBT, XBT, 306, 306, 34.7000, 34.5000, 140.4000, 140.2000, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007274654O.nc, wod_007276615O.nc, 7274654, 7276615, XBT, XBT, 9700011, 9600116, -24.3333, -11.9167, 100.7500, 69.6150, 1995, 1995, 6, 6, 3, 10, 5, 11, 49, 55, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1225, 1222, 759.800, 759.800, 44, 38, 5.820 , 11.930, GTSP Program, GTSP Program, , , ENCOUNTER BAY, NEDLLOYD VAN NECK, , , GB121931, NL121985,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 15892.8994, 15039.2305, 0.0000, 0.0000, - wod_007275525O.nc, wod_007275529O.nc, 7275525, 7275529, XBT, XBT, 306, 306, 33.9167, 33.1167, 139.1667, 139.0333, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 21.0000, 20.9000, 0.0000, 0.0000, - wod_007275237O.nc, wod_007276008O.nc, 7275237, 7276008, XBT, XBT, 9600012, 9600012, 19.4433, 37.7050, -132.3317, -70.4400, 1995, 1995, 6, 6, 5, 8, 18, 1, 19, 17, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 18, 18.320 , 1.300, GTSP Program, GTSP Program, , , COLUMBUS CANADA, RALEIGH BAY, , , LR121794, US145769, , , , , 471987.1562, 471987.1562, 17983.3906, 17533.4102, 0.0000, 0.0000, - wod_007275430O.nc, wod_007276381O.nc, 7275430, 7276381, XBT, XBT, 9600012, 9600116, 16.9583, -7.9200, -134.8083, 75.2467, 1995, 1995, 6, 6, 6, 9, 6, 11, 8, 51, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 38, 6.150 , 11.850, GTSP Program, GTSP Program, , , COLUMBUS CANADA, NEDLLOYD VAN NECK, , , LR121794, NL121985, , , , , 471987.1562, 471987.1562, 13089.6094, 14090.4590, 0.0000, 0.0000, - wod_007275320O.nc, wod_007276090O.nc, 7275320, 7276090, XBT, XBT, 9600016, 9600016, 36.2150, 36.0917, -36.0167, -13.8000, 1995, 1995, 6, 6, 5, 8, 20, 14, 52, 45, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 40, 20.880 , 14.770, GTSP Program, GTSP Program, , , COLIMA, COLIMA, , , PH141568, PH141568, , , , , 471987.1562, 471987.1562, 15750.6289, 15961.9795, 0.0000, 0.0000, - wod_007274952O.nc, wod_007275329O.nc, 7274952, 7275329, XBT, XBT, 9600015, 9600012, -24.2500, -31.5667, -94.3217, 12.8000, 1995, 1995, 6, 6, 4, 5, 11, 22, 33, 27, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 79, 11.570 , 22.450, GTSP Program, GTSP Program, , , EASTERN LION, CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, , , LR121948, PA143379, , , , , 471987.1562, 471987.1562, 13353.7402, 13937.4609, 0.0000, 0.0000, - wod_007274409O.nc, wod_007275924O.nc, 7274409, 7275924, XBT, XBT, 9600116, 9600013, 15.5450, 6.1167, 56.5117, -135.8167, 1995, 1995, 6, 6, 2, 7, 8, 21, 0, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1221, 759.800, 759.200, 18, 14, 8.000 , 21.470, GTSP Program, GTSP Program, , ,MALCOLM BALDRIGE (NOAA ship;RV;c.s.WTER;active 1988-96;ex Researcher;IMO6901907), MOANA PACIFIC (OWUO6), , , US121955, DK141579, , , , , 471987.1562, 471227.2812, 17163.8809, 16898.6797, 0.0000, 0.0000, - wod_007275896O.nc, wod_007275904O.nc, 7275896, 7275904, XBT, XBT, 306, 306, 37.7000, 37.5000, 146.2000, 142.3000, 1995, 1995, 6, 6, 7, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007275896O.nc, wod_007276155O.nc, 7275896, 7276155, XBT, XBT, 306, 306, 37.7000, 38.3000, 146.2000, 145.2000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 22.4000, 0.0000, 0.0000, - wod_007274566O.nc, wod_007275835O.nc, 7274566, 7275835, XBT, XBT, 9600015, 9600012, -16.5233, 21.3333, -98.5167, -162.2550, 1995, 1995, 6, 6, 2, 7, 23, 18, 36, 7, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 18, 23.600 , 18.120, GTSP Program, GTSP Program, , , EASTERN LION, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , LR121948, US141582, , , , , 471987.1562, 471987.1562, 14099.9717, 13773.1484, 0.0000, 0.0000, - wod_007275256O.nc, wod_007275309O.nc, 7275256, 7275309, XBT, XBT, 306, 306, 34.5833, 34.6333, 138.4000, 138.3333, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , , ASHITAKA, ASHITAKA, , , JP121965, JP121965, , , , , 0.0000, 0.0000, 20.0000, 19.9000, 0.0000, 0.0000, - wod_007275280O.nc, wod_007276471O.nc, 7275280, 7276471, XBT, XBT, 306, 306, 34.8000, 40.0000, 140.2000, 144.9000, 1995, 1995, 6, 6, 5, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.5000, 41.9000, 0.0000, 0.0000, - wod_007274557O.nc, wod_007274562O.nc, 7274557, 7274562, XBT, XBT, 9600116, 9600012, 12.3400, 19.9667, 56.4983, 127.2000, 1995, 1995, 6, 6, 2, 2, 22, 23, 54, 51, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 18, 18, 22.920 , 23.850, GTSP Program, GTSP Program, , ,MALCOLM BALDRIGE (NOAA ship;RV;c.s.WTER;active 1988-96;ex Researcher;IMO6901907), SEA-LAND ENTERPRISE (Cont.s.;cs KRGB;b.1980;comm-d 1987;decomm-d 2000;IMO7617905, , , US121955, US116449, , , , , 471987.1562, 471987.1562, 19232.2500, 19271.0508, 0.0000, 0.0000, - wod_007275478O.nc, wod_007276420O.nc, 7275478, 7276420, XBT, XBT, 9600016, 9600013, 36.4633, -19.3867, -29.8367, 57.5833, 1995, 1995, 6, 6, 6, 9, 14, 18, 48, 1, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 63, 14.800 , 18.030, GTSP Program, GTSP Program, , , COLIMA, AFRIS PIONEER, , , PH141568, CY143377, , , , , 471987.1562, 471987.1562, 17383.3105, 17738.5312, 0.0000, 0.0000, - wod_007275484O.nc, wod_007276083O.nc, 7275484, 7276083, XBT, XBT, 9600013, 9600012, 13.3417, 37.7983, -131.4217, -70.6450, 1995, 1995, 6, 6, 6, 8, 15, 12, 27, 11, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1221, 1222, 759.200, 759.800, 14, 18, 15.450 , 12.200, GTSP Program, GTSP Program, , ,MOANA PACIFIC (OWUO6), OLEANDER (Cont.ship;call sign PJJU;built 10.1990;new c.s.V7SX3;IMO8901406), , , DK141579, US121982, , , , , 471227.2812, 471987.1562, 13955.0283, 12773.3096, 0.0000, 0.0000, - wod_007275186O.nc, wod_007276056O.nc, 7275186, 7276056, XBT, XBT, 9700011, 9600012, -30.7667, 3.5183, 113.0167, -42.1983, 1995, 1995, 6, 6, 5, 8, 11, 9, 48, 7, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1225, 1222, 759.800, 759.800, 44, 18, 11.800 , 9.120, GTSP Program, GTSP Program, , , ENCOUNTER BAY, SEA LION (Cont.ship;c.s.KJLV;b.1985;active 1987-06.1999;IMO8322789)\0, , , GB121931, US028167,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 14066.4258, 13049.6992, 0.0000, 0.0000, - wod_007275332O.nc, wod_007276349O.nc, 7275332, 7276349, XBT, XBT, 9700168, 9700168, -10.8167, 2.1500, 155.1500, 138.3167, 1995, 1995, 6, 6, 5, 9, 23, 5, 55, 56, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 754, 754, 782.000, 782.000, 79, 44, 23.930 , 5.950, GTSP Program, GTSP Program, , ,CORAL ISLANDER (Cargo;c.s.3EVS;b.1977;active 1989-2002;ex.South Islander), T.A. EXPLORER (ZDAZ6), , , PA143356, GB121983, , , , , 300017.0000, 300017.0000, 9468.5703, 9408.5293, 0.0000, 0.0000, - wod_007275219O.nc, wod_007276238O.nc, 7275219, 7276238, XBT, XBT, 9600013, 9600013, 19.0750, 5.4950, -127.7700, -84.1183, 1995, 1995, 6, 6, 5, 8, 15, 20, 30, 44, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 14, 44, 15.520 , 20.750, GTSP Program, GTSP Program, , ,MOANA PACIFIC (OWUO6), ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , DK141579, GB121939, , , , , 471987.1562, 471987.1562, 12914.7090, 13184.4795, 0.0000, 0.0000, - wod_007275283O.nc, wod_007275898O.nc, 7275283, 7275898, XBT, XBT, 306, 306, 34.7000, 37.5000, 140.4000, 146.3000, 1995, 1995, 6, 6, 5, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275538O.nc, wod_007275540O.nc, 7275538, 7275540, XBT, XBT, 306, 306, 33.3833, 34.1000, 139.0667, 139.2000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 21.0000, 21.4000, 0.0000, 0.0000, - wod_007276144O.nc, wod_007276431O.nc, 7276144, 7276431, XBT, XBT, 306, 306, 32.5000, 28.8000, 133.0000, 128.4000, 1995, 1995, 6, 6, 8, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 81.7000, 81.7000, 0.0000, 0.0000, - wod_007275535O.nc, wod_007275553O.nc, 7275535, 7275553, XBT, XBT, 306, 306, 34.9500, 34.7000, 139.3000, 139.2500, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 19.2000, 19.7000, 0.0000, 0.0000, - wod_007275885O.nc, wod_007276169O.nc, 7275885, 7276169, XBT, XBT, 306, 306, 37.5000, 38.6000, 146.5000, 144.5000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 47.6000, 50.0000, 0.0000, 0.0000, - wod_007275071O.nc, wod_007275222O.nc, 7275071, 7275222, XBT, XBT, 9600015, 9600012, -26.7500, -9.7150, -92.9633, -22.9100, 1995, 1995, 6, 6, 4, 5, 23, 16, 34, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 79, 23.570 , 16.470, GTSP Program, GTSP Program, , , EASTERN LION, OLIVE BANK, , , LR121948, PA143354, , , , , 471987.1562, 471987.1562, 12871.1797, 13577.2402, 0.0000, 0.0000, - wod_007275929O.nc, wod_007275938O.nc, 7275929, 7275938, XBT, XBT, 9600012, 9600012, 40.4417, 40.2883, -73.8467, -73.6367, 1995, 1995, 6, 6, 7, 7, 22, 22, 10, 59, XBT: T10 (SIPPICAN), XBT: T10 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 62, 62, 40.200, 40.200, 18, 18, 22.180 , 23.000, GTSP Program, GTSP Program, , ,OLEANDER (Cont.ship;call sign PJJU;built 10.1990;new c.s.V7SX3;IMO8901406), OLEANDER (Cont.ship;call sign PJJU;built 10.1990;new c.s.V7SX3;IMO8901406), , , US121982, US121982, , , , , 1306.8999, 1306.8999, 748.5600, 713.1000, 0.0000, 0.0000, - wod_007274686O.nc, wod_007274963O.nc, 7274686, 7274963, XBT, XBT, 9600012, 9600012, -15.2817, 25.8683, -8.2050, -125.7533, 1995, 1995, 6, 6, 3, 4, 10, 12, 6, 22, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 30, 10.100 , 12.380, GTSP Program, GTSP Program, , , OLIVE BANK, COLUMBUS CANADA, , , PA143354, LR121794, , , , , 471987.1562, 471987.1562, 12766.0996, 11677.0898, 0.0000, 0.0000, - wod_007274521O.nc, wod_007275899O.nc, 7274521, 7275899, XBT, XBT, 306, 306, 34.3000, 37.5000, 138.5000, 143.8000, 1995, 1995, 6, 6, 2, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.5000, 42.5000, 0.0000, 0.0000, - wod_007274646O.nc, wod_007274650O.nc, 7274646, 7274650, XBT, XBT, 9700011, 9700011, -26.5167, -26.5200, 154.6000, 154.5833, 1995, 1995, 6, 6, 3, 3, 4, 4, 26, 30, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 437, 437, 871.000, 871.000, 88, 88, 4.430 , 4.520, GTSP Program, GTSP Program, , , FUA KAVENGA, FUA KAVENGA, , , TO143374, TO143374,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 190099.7031, 190099.7031, 6304.1284, 6301.2051, 0.0000, 0.0000, - wod_007276367O.nc, wod_007276492O.nc, 7276367, 7276492, XBT, XBT, 9600013, 9600012, 4.0833, -16.0333, -87.7650, -15.3333, 1995, 1995, 6, 6, 9, 9, 8, 22, 57, 42, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 44, 79, 8.970 , 22.700, GTSP Program, GTSP Program, , ,ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, , , GB121939, PA143379, , , , , 471987.1562, 471987.1562, 13530.2100, 13918.9004, 0.0000, 0.0000, - wod_007275178O.nc, wod_007276344O.nc, 7275178, 7276344, XBT, XBT, 9600012, 9600012, -10.3350, 1.8683, -21.2850, -46.0350, 1995, 1995, 6, 6, 5, 9, 10, 4, 23, 43, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 79, 10.400 , 4.720, GTSP Program, GTSP Program, , , OLIVE BANK, OLIVE BANK, , , PA143354, PA143354, , , , , 471987.1562, 471987.1562, 13525.0703, 13524.4893, 0.0000, 0.0000, - wod_007275286O.nc, wod_007275304O.nc, 7275286, 7275304, XBT, XBT, 306, 306, 34.5000, 33.2000, 140.2000, 138.3000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 53.1000, 53.1000, 0.0000, 0.0000, - wod_007275896O.nc, wod_007276185O.nc, 7275896, 7276185, XBT, XBT, 306, 306, 37.7000, 40.0000, 146.2000, 143.2000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007276029O.nc, wod_007276259O.nc, 7276029, 7276259, XBT, XBT, 9600012, 9600012, 53.0900, 53.7933, -144.4200, -151.5500, 1995, 1995, 6, 6, 8, 8, 5, 23, 44, 54, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 34, 34, 5.730 , 23.920, GTSP Program, GTSP Program, , , SKAUGRAN (LADB2), SKAUGRAN (LADB2), , , NO121561, NO121561, , , , , 471987.1562, 471987.1562, 4873.0601, 4788.1797, 0.0000, 0.0000, - wod_007275070O.nc, wod_007275157O.nc, 7275070, 7275157, XBT, XBT, 9700011, 9600012, -30.2833, 22.1750, 111.9833, -129.5750, 1995, 1995, 6, 6, 4, 5, 23, 5, 52, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1225, 1222, 759.800, 759.800, 44, 30, 23.880 , 5.800, GTSP Program, GTSP Program, , , ENCOUNTER BAY, COLUMBUS CANADA, , , GB121931, LR121794,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 15163.1152, 13442.3906, 0.0000, 0.0000, - wod_007274690O.nc, wod_007274953O.nc, 7274690, 7274953, XBT, XBT, 9800016, 9800016, -27.5100, -30.4883, -161.7550, -169.0283, 1995, 1995, 6, 6, 3, 4, 11, 11, 45, 45, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1224, 1224, 759.800, 759.800, 60, 60, 11.750 , 11.750, GTSP Program, GTSP Program, , ,QUEENSLAND STAR (C6JZ3) AFTER 12/91, QUEENSLAND STAR (C6JZ3) AFTER 12/91, , , BS143371, BS143371, , , , , 471989.0000, 471989.0000, 14738.5693, 14730.5195, 0.0000, 0.0000, - wod_007275004O.nc, wod_007275010O.nc, 7275004, 7275010, XBT, XBT, 306, 306, 25.6333, 25.8333, 132.2500, 131.7500, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 27.7000, 26.7000, 0.0000, 0.0000, - wod_007274961O.nc, wod_007275564O.nc, 7274961, 7275564, XBT, XBT, 306, 306, 22.0833, 35.8000, -159.8167, 143.2000, 1995, 1995, 6, 6, 4, 6, 12, 19, 5, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 19, 4, 268.000, 400.000, 18, 999, 12.100 , 19.000, GTSP Program, GTSP Program, , ,USNS SILAS BENT (T-AGS-26; call sign NNUD; service date 07/23/1965 - 10/28/1999), , , , US121938, , , , , , 3027.0000, 700.0000, 375.8000, 75.5000, 0.0000, 0.0000, - wod_007275927O.nc, wod_007276084O.nc, 7275927, 7276084, XBT, XBT, 9600012, 9600012, -3.5683, 38.8383, -37.4367, -64.9217, 1995, 1995, 6, 6, 7, 8, 22, 13, 28, 26, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 18, 22.470 , 13.430, GTSP Program, GTSP Program, , , OLIVE BANK, RALEIGH BAY, , , PA143354, US145769, , , , , 471987.1562, 471987.1562, 18538.8398, 18124.2090, 0.0000, 0.0000, - wod_007276394O.nc, wod_007276547O.nc, 7276394, 7276547, XBT, XBT, 306, 306, 54.6000, 54.6000, 11.1500, 11.1500, 1995, 1995, 6, 6, 9, 10, 12, 0, 33, 33, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 6, 6, 25.000, 25.000, 1, 1, 12.550 , 0.550, GTSP Program, GTSP Program, , , FEHMARNBELT, FEHMARNBELT, , , DE121751, DE121751, , , , , 77.0000, 77.0000, 63.2000, 63.2000, 0.0000, 0.0000, - wod_007274985O.nc, wod_007276453O.nc, 7274985, 7276453, XBT, XBT, 306, 965, 62.9600, 40.1667, -25.4800, 142.3317, 1995, 1995, 6, 6, 4, 9, 16, 9, 20, 0, XBT: TYPE UNKNOWN, XBT: T5 (TSK - TSURUMI SEIKI Co.), , , 8, 16, 1022.000, 500.000, 25, 28, 16.330 , 9.000, GTSP Program, , , ,BJARNI SAEMUNDSSON (F/V; call sign TFEA; built 1970; IMO7017466), SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), , , IS121970, JP121926, , JAPAN HYDROGRAPHIC ASSOCIATION; MARINE INFORMATION RESEARCH CENTER, , , 3068.0000, 3010.0000, 45.7000, 164.3000, 0.0000, 0.0000, - wod_007275019O.nc, wod_007275040O.nc, 7275019, 7275040, XBT, XBT, 306, 306, 37.9167, 37.6667, 137.3333, 137.3333, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.0000, 18.0000, 0.0000, 0.0000, - wod_007275490O.nc, wod_007276023O.nc, 7275490, 7276023, XBT, XBT, 9700011, 9600012, -34.1000, -2.4950, 154.6667, -39.1417, 1995, 1995, 6, 6, 6, 8, 16, 4, 0, 32, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1225, 1222, 759.800, 759.800, 44, 79, 16.020 , 4.530, GTSP Program, GTSP Program, , , BOTANY BAY, OLIVE BANK, , , GB121917, PA143354,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , , 471991.9062, 471987.1562, 13422.0898, 13736.9395, 0.0000, 0.0000, - wod_007275170O.nc, wod_007275412O.nc, 7275170, 7275412, XBT, XBT, 9600016, 9600016, 35.8167, 36.3083, -40.1517, -33.9650, 1995, 1995, 6, 6, 5, 6, 8, 2, 51, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 40, 8.850 , 2.800, GTSP Program, GTSP Program, , , COLIMA, COLIMA, , , PH141568, PH141568, , , , , 471987.1562, 471987.1562, 16616.3594, 16685.9609, 0.0000, 0.0000, - wod_007275878O.nc, wod_007276227O.nc, 7275878, 7276227, XBT, XBT, 306, 306, 37.5000, 40.0000, 145.2000, 142.6000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 35.2000, 35.2000, 0.0000, 0.0000, - wod_007275847O.nc, wod_007275849O.nc, 7275847, 7275849, XBT, XBT, 306, 306, 37.1500, 36.9500, 136.5500, 136.4833, 1995, 1995, 6, 6, 7, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 18.1000, 18.0000, 0.0000, 0.0000, - wod_007276151O.nc, wod_007276152O.nc, 7276151, 7276152, XBT, XBT, 306, 306, 37.4167, 37.3667, 138.5167, 138.4833, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.1000, 17.0000, 0.0000, 0.0000, - wod_007276172O.nc, wod_007276213O.nc, 7276172, 7276213, XBT, XBT, 306, 306, 39.3000, 40.0000, 143.1000, 142.8000, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 42.9000, 38.9000, 0.0000, 0.0000, - wod_007274656O.nc, wod_007276407O.nc, 7274656, 7276407, XBT, XBT, 9800016, 9600012, -26.7533, 54.0700, -159.9667, -159.0717, 1995, 1995, 6, 6, 3, 9, 5, 17, 41, 58, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1224, 1222, 759.800, 759.800, 60, 34, 5.700 , 17.970, GTSP Program, GTSP Program, , ,QUEENSLAND STAR (C6JZ3) AFTER 12/91, SKAUGRAN (LADB2), , , BS143371, NO121561, , , , , 471989.0000, 471987.1562, 16505.1191, 5227.8096, 0.0000, 0.0000, - wod_007276046O.nc, wod_007276095O.nc, 7276046, 7276095, XBT, XBT, 9600012, 9600012, -10.2700, -16.8083, -35.3000, -38.3000, 1995, 1995, 6, 6, 8, 8, 7, 15, 54, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 44, 18, 7.920 , 15.800, GTSP Program, GTSP Program, , , BORINGIA, SEA WOLF (KNFG), , , GB121869, US141540, , , , , 471987.1562, 471987.1562, 15396.3301, 15387.0205, 0.0000, 0.0000, - wod_007274989O.nc, wod_007276332O.nc, 7274989, 7276332, XBT, XBT, 9600015, 9600013, -25.5000, 4.8717, -93.6000, -85.7467, 1995, 1995, 6, 6, 4, 9, 17, 2, 35, 0, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 44, 17.580 , 2.000, GTSP Program, GTSP Program, , , EASTERN LION, ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , LR121948, GB121939, , , , , 471987.1562, 471987.1562, 13259.1992, 13300.9795, 0.0000, 0.0000, - wod_007275803O.nc, wod_007276351O.nc, 7275803, 7276351, XBT, XBT, 306, 306, 57.2000, 35.8333, 11.5100, 133.3333, 1995, 1995, 6, 6, 7, 9, 13, 5, 0, 18, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 12, 2, 59.000, 50.000, 999, 28, 13.020 , 5.300, GTSP Program, GTSP Program, , , , YOKO-MARU, , , , JP141571, , , , , 200.0000, 50.0000, 115.1000, 35.3000, 0.0000, 0.0000, - wod_007275551O.nc, wod_007276465O.nc, 7275551, 7276465, XBT, XBT, 306, 306, 32.6833, 36.3000, 138.2833, 134.5000, 1995, 1995, 6, 6, 6, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 3, 0.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 300.0000, 22.6000, 30.6000, 0.0000, 0.0000, - wod_007274517O.nc, wod_007276464O.nc, 7274517, 7276464, XBT, XBT, 306, 306, 37.9333, 36.2000, 138.9500, 134.5000, 1995, 1995, 6, 6, 2, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 3, 0.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 300.0000, 17.5000, 32.1000, 0.0000, 0.0000, - wod_007276174O.nc, wod_007276427O.nc, 7276174, 7276427, XBT, XBT, 306, 306, 39.2000, 30.0000, 143.5000, 128.5000, 1995, 1995, 6, 6, 8, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 46.7000, 66.4000, 0.0000, 0.0000, - wod_007275893O.nc, wod_007276474O.nc, 7275893, 7276474, XBT, XBT, 306, 306, 37.5000, 40.0000, 144.0000, 144.4000, 1995, 1995, 6, 6, 7, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 45.3000, 44.7000, 0.0000, 0.0000, - wod_007275302O.nc, wod_007276031O.nc, 7275302, 7276031, XBT, XBT, 306, 306, 33.4000, 30.0167, 138.8000, 124.1667, 1995, 1995, 6, 6, 5, 8, 19, 5, 0, 28, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 13, 400.000, 58.000, 999, 18, 19.000 , 5.470, GTSP Program, GTSP Program, , , , USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , , US121395, , , , , 700.0000, 334.0000, 50.7000, 272.2000, 0.0000, 0.0000, - wod_007274770O.nc, wod_007275864O.nc, 7274770, 7275864, XBT, XBT, 306, 306, 33.3000, 29.3000, 140.1000, 127.3000, 1995, 1995, 6, 6, 3, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 3, 3, 200.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 300.0000, 300.0000, 46.8000, 57.4000, 0.0000, 0.0000, - wod_007274519O.nc, wod_007275303O.nc, 7274519, 7275303, XBT, XBT, 306, 306, 34.5000, 33.3000, 138.5000, 138.5000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 50.9000, 50.9000, 0.0000, 0.0000, - wod_007275513O.nc, wod_007275539O.nc, 7275513, 7275539, XBT, XBT, 306, 306, 32.7000, 32.3500, 136.9000, 137.0500, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 1, 400.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 0.0000, 77.7000, 23.7000, 0.0000, 0.0000, - wod_007275265O.nc, wod_007276201O.nc, 7275265, 7276201, XBT, XBT, 306, 306, 34.5000, 34.9000, 143.4000, 141.0000, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.4000, 65.5000, 0.0000, 0.0000, - wod_007274478O.nc, wod_007275451O.nc, 7274478, 7275451, XBT, XBT, 306, 306, 41.6000, 54.7333, 140.8000, 10.1833, 1995, 1995, 6, 6, 2, 6, 19, 10, 0, 41, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 3, 10, 200.000, 23.000, 999, 999, 19.000 , 10.700, GTSP Program, GTSP Program, , , , , , , , , , , , , 300.0000, 124.0000, 30.2000, 106.3000, 0.0000, 0.0000, - wod_007275937O.nc, wod_007276256O.nc, 7275937, 7276256, XBT, XBT, 9600012, 9600012, 37.4933, 21.0567, -71.3333, -173.5183, 1995, 1995, 6, 6, 7, 8, 23, 23, 16, 46, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 18, 18, 23.280 , 23.780, GTSP Program, GTSP Program, , , RALEIGH BAY, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , US145769, US141582, , , , , 471987.1562, 471987.1562, 15535.2686, 14590.2910, 0.0000, 0.0000, - wod_007275329O.nc, wod_007275339O.nc, 7275329, 7275339, XBT, XBT, 9600012, 9600012, -31.5667, 18.3300, 12.8000, -133.4367, 1995, 1995, 6, 6, 5, 5, 22, 23, 27, 37, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 30, 22.450 , 23.630, GTSP Program, GTSP Program, , ,CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, COLUMBUS CANADA, , , PA143379, LR121794, , , , , 471987.1562, 471987.1562, 13937.4609, 13940.1797, 0.0000, 0.0000, - wod_007274826O.nc, wod_007276592O.nc, 7274826, 7276592, XBT, XBT, 9600015, 9600013, -21.6500, 0.6733, -95.7917, -94.5117, 1995, 1995, 6, 6, 3, 10, 23, 8, 30, 47, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 44, 23.500 , 8.780, GTSP Program, GTSP Program, , , EASTERN LION, ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , LR121948, GB121939, , , , , 471987.1562, 471987.1562, 13586.8516, 13209.9199, 0.0000, 0.0000, - wod_007275300O.nc, wod_007276200O.nc, 7275300, 7276200, XBT, XBT, 306, 306, 32.8000, 34.5000, 138.8000, 140.2000, 1995, 1995, 6, 6, 5, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 58.4000, 52.5000, 0.0000, 0.0000, - wod_007276023O.nc, wod_007276608O.nc, 7276023, 7276608, XBT, XBT, 9600012, 9600012, -2.4950, -14.1000, -39.1417, -18.7000, 1995, 1995, 6, 6, 8, 10, 4, 10, 32, 41, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 79, 4.530 , 10.700, GTSP Program, GTSP Program, , , OLIVE BANK, CHARLES LYKES (C.s..s.3EJT9;b.1978;ex.Nedlloyd Bahrain 1993;IMO7704461)\0, , , PA143354, PA143379, , , , , 471987.1562, 471987.1562, 13736.9395, 13862.3604, 0.0000, 0.0000, - wod_007275908O.nc, wod_007276428O.nc, 7275908, 7276428, XBT, XBT, 306, 306, 34.7000, 28.8000, 141.1000, 128.7000, 1995, 1995, 6, 6, 7, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 66.8000, 84.2000, 0.0000, 0.0000, - wod_007276168O.nc, wod_007276473O.nc, 7276168, 7276473, XBT, XBT, 306, 306, 38.4000, 40.0000, 145.0000, 144.2000, 1995, 1995, 6, 6, 8, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 43.2000, 43.2000, 0.0000, 0.0000, - wod_007275265O.nc, wod_007275840O.nc, 7275265, 7275840, XBT, XBT, 306, 306, 34.5000, 29.3000, 143.4000, 127.6000, 1995, 1995, 6, 6, 5, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.4000, 70.4000, 0.0000, 0.0000, - wod_007275812O.nc, wod_007276110O.nc, 7275812, 7276110, XBT, XBT, 9600013, 9600012, 49.3167, 53.6400, -147.6333, -149.1183, 1995, 1995, 6, 6, 7, 8, 15, 17, 10, 49, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 18, 34, 15.170 , 17.820, GTSP Program, GTSP Program, , ,SEA-LAND PACIFIC (WSRL), SKAUGRAN (LADB2), , , US121901, NO121561, , , , , 471987.1562, 471987.1562, 5387.5503, 5480.0400, 0.0000, 0.0000, - wod_007275528O.nc, wod_007275529O.nc, 7275528, 7275529, XBT, XBT, 306, 306, 32.8500, 33.1167, 139.7833, 139.0333, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 24.7000, 20.9000, 0.0000, 0.0000, - wod_007275360O.nc, wod_007276600O.nc, 7275360, 7276600, moored buoy, XBT, 1368, 306, 5.0400, 29.4000, -94.9500, 129.1333, 1995, 1995, 6, 6, 5, 10, 0, 9, 0, 11, , XBT: TYPE UNKNOWN, , , 11, 49, 500.000, 701.000, 18, 18, 0.000 , 9.200,PMEL TAO/PIRATA database, GTSP Program,Tropical Atmosphere Ocean (TAO) BUOY ARRAY, , FIXED PLATFORM, USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , US015956, US121395,US DOC NOAA ERL PMEL (SEATTLE; WA), , , , 1541.0000, 15684.0000, 191.9600, 808.2000, 0.0000, 0.0000, - wod_007276207O.nc, wod_007276232O.nc, 7276207, 7276232, XBT, XBT, 306, 306, 40.3333, 25.5000, 136.3333, 136.5167, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP121926, JP141577, , , , , 0.0000, 0.0000, 12.6000, 26.8000, 0.0000, 0.0000, - wod_007275172O.nc, wod_007275186O.nc, 7275172, 7275186, XBT, XBT, 9600013, 9700011, 20.5750, -30.7667, -126.7333, 113.0167, 1995, 1995, 6, 6, 5, 5, 9, 11, 29, 48, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1221, 1225, 759.200, 759.800, 14, 44, 9.480 , 11.800, GTSP Program, GTSP Program, , ,MOANA PACIFIC (OWUO6), ENCOUNTER BAY, , , DK141579, GB121931, , COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471227.2812, 471991.9062, 13235.4102, 14066.4258, 0.0000, 0.0000, - wod_007274561O.nc, wod_007276558O.nc, 7274561, 7276558, XBT, XBT, 9600012, 9600012, 4.5583, 20.1633, 130.9033, 176.2017, 1995, 1995, 6, 6, 2, 10, 23, 2, 58, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 23, 18, 23.970 , 2.470, GTSP Program, GTSP Program, , ,BOGASARI LIMA (YDLR), SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , ID121914, US141582, , , , , 471987.1562, 471987.1562, 16326.0498, 16304.8799, 0.0000, 0.0000, - wod_007274825O.nc, wod_007274999O.nc, 7274825, 7274999, XBT, XBT, 9700011, 9700011, -26.9667, -29.5167, 105.3500, 110.2500, 1995, 1995, 6, 6, 3, 4, 23, 18, 37, 5, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1225, 1225, 759.800, 759.800, 44, 44, 23.630 , 18.080, GTSP Program, GTSP Program, , , ENCOUNTER BAY, ENCOUNTER BAY, , , GB121931, GB121931,COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471991.9062, 471991.9062, 15630.1133, 15638.3037, 0.0000, 0.0000, - wod_007275548O.nc, wod_007275557O.nc, 7275548, 7275557, XBT, XBT, 306, 306, 34.6000, 34.5000, 144.3000, 144.0000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.6000, 70.6000, 0.0000, 0.0000, - wod_007274513O.nc, wod_007274515O.nc, 7274513, 7274515, XBT, XBT, 306, 306, 37.7833, 37.7833, 138.4333, 138.1000, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 15.5000, 15.8000, 0.0000, 0.0000, - wod_007275898O.nc, wod_007276200O.nc, 7275898, 7276200, XBT, XBT, 306, 306, 37.5000, 34.5000, 146.3000, 140.2000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275309O.nc, wod_007275310O.nc, 7275309, 7275310, XBT, XBT, 306, 306, 34.6333, 34.6333, 138.3333, 138.5500, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , , ASHITAKA, ASHITAKA, , , JP121965, JP121965, , , , , 0.0000, 0.0000, 19.9000, 19.7000, 0.0000, 0.0000, - wod_007276494O.nc, wod_007276550O.nc, 7276494, 7276550, XBT, XBT, 9700168, 9600012, 21.9167, -3.9000, -36.1000, -36.2000, 1995, 1995, 6, 6, 9, 10, 23, 1, 57, 45, XBT: TYPE UNKNOWN, XBT: T7 (SIPPICAN), , SIPPICAN MK-12, 842, 1075, 870.000, 672.000, 1, 44, 23.950 , 1.770, GTSP Program, GTSP Program, , , ARIANA (DIDA), BORINGIA, , , DE121771, GB121869, , , , , 372780.0000, 366694.0938, 12081.8008, 13097.0195, 0.0000, 0.0000, - wod_007275512O.nc, wod_007276200O.nc, 7275512, 7276200, XBT, XBT, 306, 306, 34.1000, 34.5000, 140.0000, 140.2000, 1995, 1995, 6, 6, 6, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 52.5000, 52.5000, 0.0000, 0.0000, - wod_007275266O.nc, wod_007275272O.nc, 7275266, 7275272, XBT, XBT, 306, 306, 34.5000, 34.5000, 142.8000, 142.0000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 74.4000, 74.4000, 0.0000, 0.0000, - wod_007275560O.nc, wod_007276477O.nc, 7275560, 7276477, XBT, XBT, 306, 306, 34.0000, 33.7000, 130.1000, 128.0000, 1995, 1995, 6, 6, 6, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 2, 0.000, 100.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 100.0000, 20.1000, 32.6000, 0.0000, 0.0000, - wod_007275537O.nc, wod_007275551O.nc, 7275537, 7275551, XBT, XBT, 306, 306, 32.8333, 32.6833, 137.9167, 138.2833, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 22.0000, 22.6000, 0.0000, 0.0000, - wod_007274634O.nc, wod_007276574O.nc, 7274634, 7276574, XBT, XBT, 9600012, 9600012, -30.7000, 40.1117, 5.7000, -47.4017, 1995, 1995, 6, 6, 3, 10, 1, 5, 51, 43, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 44, 18, 1.850 , 5.720, GTSP Program, GTSP Program, , , BORINGIA, RALEIGH BAY, , , GB121869, US145769, , , , , 471987.1562, 471987.1562, 15927.5107, 15815.0898, 0.0000, 0.0000, - wod_007274814O.nc, wod_007275181O.nc, 7274814, 7275181, XBT, XBT, 9600016, 9600012, 33.8800, 17.6333, -52.2067, -59.5333, 1995, 1995, 6, 6, 3, 5, 21, 10, 1, 3, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 18, 21.030 , 10.070, GTSP Program, GTSP Program, , , COLIMA, SEA LION (Cont.ship;c.s.KJLV;b.1985;active 1987-06.1999;IMO8322789)\0, , , PH141568, US028167, , , , , 471987.1562, 471987.1562, 18712.5898, 18652.5098, 0.0000, 0.0000, - wod_007274758O.nc, wod_007275563O.nc, 7274758, 7275563, XBT, XBT, 306, 306, 33.9000, 34.6000, 139.9000, 140.0000, 1995, 1995, 6, 6, 3, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 57.3000, 57.3000, 0.0000, 0.0000, - wod_007275430O.nc, wod_007275484O.nc, 7275430, 7275484, XBT, XBT, 9600012, 9600013, 16.9583, 13.3417, -134.8083, -131.4217, 1995, 1995, 6, 6, 6, 6, 6, 15, 8, 27, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1221, 759.800, 759.200, 30, 14, 6.150 , 15.450, GTSP Program, GTSP Program, , , COLUMBUS CANADA, MOANA PACIFIC (OWUO6), , , LR121794, DK141579, , , , , 471987.1562, 471227.2812, 13089.6094, 13955.0283, 0.0000, 0.0000, - wod_007275525O.nc, wod_007275533O.nc, 7275525, 7275533, XBT, XBT, 306, 306, 33.9167, 33.6667, 139.1667, 139.1167, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 21.0000, 20.5000, 0.0000, 0.0000, - wod_007274660O.nc, wod_007275222O.nc, 7274660, 7275222, XBT, XBT, 9600015, 9600012, -17.8000, -9.7150, -97.9000, -22.9100, 1995, 1995, 6, 6, 3, 5, 5, 16, 37, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 79, 5.630 , 16.470, GTSP Program, GTSP Program, , , EASTERN LION, OLIVE BANK, , , LR121948, PA143354, , , , , 471987.1562, 471987.1562, 13550.8398, 13577.2402, 0.0000, 0.0000, - wod_007276181O.nc, wod_007276185O.nc, 7276181, 7276185, XBT, XBT, 306, 306, 40.0000, 40.0000, 143.8000, 143.2000, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007274521O.nc, wod_007275311O.nc, 7274521, 7275311, XBT, XBT, 306, 306, 34.3000, 33.1000, 138.5000, 138.0000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.5000, 54.0000, 0.0000, 0.0000, - wod_007275154O.nc, wod_007275327O.nc, 7275154, 7275327, XBT, XBT, 9600015, 9600012, -27.9000, -9.0900, -92.2000, -24.5333, 1995, 1995, 6, 6, 5, 5, 5, 22, 31, 25, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 79, 5.530 , 22.430, GTSP Program, GTSP Program, , , EASTERN LION, OLIVE BANK, , , LR121948, PA143354, , , , , 471987.1562, 471987.1562, 13660.4307, 14338.0195, 0.0000, 0.0000, - wod_007276213O.nc, wod_007276483O.nc, 7276213, 7276483, XBT, XBT, 306, 306, 40.0000, 40.0000, 142.8000, 145.1000, 1995, 1995, 6, 6, 8, 9, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 38.9000, 38.9000, 0.0000, 0.0000, - wod_007275904O.nc, wod_007276181O.nc, 7275904, 7276181, XBT, XBT, 306, 306, 37.5000, 40.0000, 142.3000, 143.8000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 41.5000, 41.5000, 0.0000, 0.0000, - wod_007275894O.nc, wod_007276157O.nc, 7275894, 7276157, XBT, XBT, 306, 306, 37.6000, 38.2000, 146.4000, 145.4000, 1995, 1995, 6, 6, 7, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 46.5000, 19.4000, 0.0000, 0.0000, - wod_007274554O.nc, wod_007275916O.nc, 7274554, 7275916, XBT, XBT, 9600012, 9600012, -16.7833, 37.1450, -4.0667, -72.6483, 1995, 1995, 6, 6, 2, 7, 22, 20, 22, 15, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 18, 22.380 , 20.250, GTSP Program, GTSP Program, , , OLIVE BANK, RALEIGH BAY, , , PA143354, US145769, , , , , 471987.1562, 471987.1562, 12937.7402, 12272.6104, 0.0000, 0.0000, - wod_007274662O.nc, wod_007276326O.nc, 7274662, 7276326, XBT, XBT, 9600013, 9600012, 2.1000, 39.2500, -2.0000, 153.4167, 1995, 1995, 6, 6, 3, 9, 6, 0, 20, 2, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 74, 30, 6.350 , 0.030, GTSP Program, GTSP Program, , ,RENAICO (Call sign 9HVO3 or 9HV03)\0, POLYNESIA, , , MT143373, LR121978, , , , , 471987.1562, 471987.1562, 13253.9609, 9436.8203, 0.0000, 0.0000, - wod_007274984O.nc, wod_007275222O.nc, 7274984, 7275222, XBT, XBT, 9600012, 9600012, -12.1850, -9.7150, -16.4200, -22.9100, 1995, 1995, 6, 6, 4, 5, 16, 16, 30, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 79, 79, 16.500 , 16.470, GTSP Program, GTSP Program, , , OLIVE BANK, OLIVE BANK, , , PA143354, PA143354, , , , , 471987.1562, 471987.1562, 13573.7295, 13577.2402, 0.0000, 0.0000, - wod_007275439O.nc, wod_007276594O.nc, 7275439, 7276594, XBT, XBT, 9600016, 9600012, 36.3967, 19.8733, -31.8883, 173.8667, 1995, 1995, 6, 6, 6, 10, 8, 8, 52, 29, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 40, 18, 8.870 , 8.480, GTSP Program, GTSP Program, , , COLIMA, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , PH141568, US141582, , , , , 471987.1562, 471987.1562, 16366.6895, 16663.6797, 0.0000, 0.0000, - wod_007276152O.nc, wod_007276153O.nc, 7276152, 7276153, XBT, XBT, 306, 306, 37.3667, 37.4000, 138.4833, 138.4500, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,TENYO (CALL SIGN JBBC), TENYO (CALL SIGN JBBC), , , JP142420, JP142420, , , , , 0.0000, 0.0000, 17.0000, 17.4000, 0.0000, 0.0000, - wod_007275274O.nc, wod_007275909O.nc, 7275274, 7275909, XBT, XBT, 306, 306, 34.5000, 34.9000, 141.2000, 141.2000, 1995, 1995, 6, 6, 5, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.3000, 70.3000, 0.0000, 0.0000, - wod_007274942O.nc, wod_007276558O.nc, 7274942, 7276558, XBT, XBT, 9600016, 9600012, 34.6850, 20.1633, -48.2033, 176.2017, 1995, 1995, 6, 6, 4, 10, 9, 2, 25, 28, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 40, 18, 9.420 , 2.470, GTSP Program, GTSP Program, , , COLIMA, SEA-LAND NAVIGATOR (Cs WPGK;b.1972;ex.American Envoy 1988;rd CSX Navigator 2000), , , PH141568, US141582, , , , , 471987.1562, 471987.1562, 16576.8789, 16304.8799, 0.0000, 0.0000, - wod_007274533O.nc, wod_007275277O.nc, 7274533, 7275277, XBT, XBT, 306, 306, 32.5000, 34.5000, 138.9000, 140.8000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 61.7000, 61.7000, 0.0000, 0.0000, - wod_007276191O.nc, wod_007276230O.nc, 7276191, 7276230, XBT, XBT, 306, 306, 26.0000, 24.3500, 136.3333, 136.1667, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.5000, 28.7000, 0.0000, 0.0000, - wod_007275456O.nc, wod_007276238O.nc, 7275456, 7276238, XBT, XBT, 9600012, 9600013, 15.7050, 5.4950, -136.0333, -84.1183, 1995, 1995, 6, 6, 6, 8, 11, 20, 49, 44, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 44, 11.830 , 20.750, GTSP Program, GTSP Program, , , COLUMBUS CANADA, ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , LR121794, GB121939, , , , , 471987.1562, 471987.1562, 13619.9580, 13184.4795, 0.0000, 0.0000, - wod_007275820O.nc, wod_007276592O.nc, 7275820, 7276592, XBT, XBT, 9600012, 9600013, -4.5600, 0.6733, -35.8667, -94.5117, 1995, 1995, 6, 6, 7, 10, 16, 8, 31, 47, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 79, 44, 16.530 , 8.780, GTSP Program, GTSP Program, , , OLIVE BANK, ACT 3 (Cont.s.;c.s.GZKA;built 1971;ren-d AMERICA STAR c.s.C6JZ2 1991;IMO7052909), , , PA143354, GB121939, , , , , 471987.1562, 471987.1562, 13945.2988, 13209.9199, 0.0000, 0.0000, - wod_007274566O.nc, wod_007274729O.nc, 7274566, 7274729, XBT, XBT, 9600015, 9600015, -16.5233, -20.3000, -98.5167, -96.4000, 1995, 1995, 6, 6, 2, 3, 23, 17, 36, 37, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 30, 23.600 , 17.620, GTSP Program, GTSP Program, , , EASTERN LION, EASTERN LION, , , LR121948, LR121948, , , , , 471987.1562, 471987.1562, 14099.9717, 14121.5293, 0.0000, 0.0000, - wod_007274830O.nc, wod_007276552O.nc, 7274830, 7276552, XBT, XBT, 9800016, 9600012, -29.0467, 41.4067, -165.4600, 159.8767, 1995, 1995, 6, 6, 3, 10, 23, 1, 51, 34, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1224, 1222, 759.800, 759.800, 60, 30, 23.850 , 1.580, GTSP Program, GTSP Program, , ,QUEENSLAND STAR (C6JZ3) AFTER 12/91, POLYNESIA, , , BS143371, LR121978, , , , , 471989.0000, 471987.1562, 14887.5107, 5196.4395, 0.0000, 0.0000, - wod_007275534O.nc, wod_007275536O.nc, 7275534, 7275536, XBT, XBT, 306, 306, 32.2167, 32.5667, 139.5000, 139.5667, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 24.0000, 24.1000, 0.0000, 0.0000, - wod_007275529O.nc, wod_007275540O.nc, 7275529, 7275540, XBT, XBT, 306, 306, 33.1167, 34.1000, 139.0333, 139.2000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 20.9000, 21.4000, 0.0000, 0.0000, - wod_007275547O.nc, wod_007275556O.nc, 7275547, 7275556, XBT, XBT, 306, 306, 34.7000, 34.5000, 144.2000, 143.8000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 69.7000, 69.7000, 0.0000, 0.0000, - wod_007275523O.nc, wod_007275526O.nc, 7275523, 7275526, XBT, XBT, 306, 306, 33.1333, 33.2667, 137.7500, 137.4833, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 21.2000, 21.7000, 0.0000, 0.0000, - wod_007276207O.nc, wod_007276233O.nc, 7276207, 7276233, XBT, XBT, 306, 306, 40.3333, 25.2500, 136.3333, 136.5833, 1995, 1995, 6, 6, 8, 8, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,SHOYO (R/V;call sign JCOD;built 02.1972;renamed Coral Orchid 1999;IMO7338614), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP121926, JP141577, , , , , 0.0000, 0.0000, 12.6000, 28.2000, 0.0000, 0.0000, - wod_007274387O.nc, wod_007276245O.nc, 7274387, 7276245, XBT, XBT, 9600015, 9600013, -12.7000, 0.4667, -100.5000, -139.2667, 1995, 1995, 6, 6, 2, 8, 5, 21, 52, 34, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 30, 14, 5.870 , 21.570, GTSP Program, GTSP Program, , , EASTERN LION, MOANA PACIFIC (OWUO6), , , LR121948, DK141579, , , , , 471987.1562, 471987.1562, 14415.6611, 14058.8096, 0.0000, 0.0000, - wod_007275261O.nc, wod_007275888O.nc, 7275261, 7275888, XBT, XBT, 306, 306, 37.0000, 37.5000, 136.1000, 144.6000, 1995, 1995, 6, 6, 5, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 42.1000, 42.1000, 0.0000, 0.0000, - wod_007274530O.nc, wod_007275913O.nc, 7274530, 7275913, XBT, XBT, 306, 306, 32.7000, 34.8000, 138.8000, 140.6000, 1995, 1995, 6, 6, 2, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.0000, 55.0000, 0.0000, 0.0000, - wod_007275555O.nc, wod_007275557O.nc, 7275555, 7275557, XBT, XBT, 306, 306, 34.5000, 34.5000, 143.6000, 144.0000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.6000, 70.6000, 0.0000, 0.0000, - wod_007274952O.nc, wod_007275820O.nc, 7274952, 7275820, XBT, XBT, 9600015, 9600012, -24.2500, -4.5600, -94.3217, -35.8667, 1995, 1995, 6, 6, 4, 7, 11, 16, 33, 31, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-9, 1222, 1222, 759.800, 759.800, 30, 79, 11.570 , 16.530, GTSP Program, GTSP Program, , , EASTERN LION, OLIVE BANK, , , LR121948, PA143354, , , , , 471987.1562, 471987.1562, 13353.7402, 13945.2988, 0.0000, 0.0000, - wod_007275548O.nc, wod_007275555O.nc, 7275548, 7275555, XBT, XBT, 306, 306, 34.6000, 34.5000, 144.3000, 143.6000, 1995, 1995, 6, 6, 6, 6, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 70.6000, 70.6000, 0.0000, 0.0000, - wod_007275885O.nc, wod_007275894O.nc, 7275885, 7275894, XBT, XBT, 306, 306, 37.5000, 37.6000, 146.5000, 146.4000, 1995, 1995, 6, 6, 7, 7, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 47.6000, 46.5000, 0.0000, 0.0000, - wod_007275010O.nc, wod_007275047O.nc, 7275010, 7275047, XBT, XBT, 306, 306, 25.8333, 25.7333, 131.7500, 132.0000, 1995, 1995, 6, 6, 4, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 28, 28, 19.000 , 19.000, GTSP Program, GTSP Program, , ,HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), HAKUREI MARU (R/V;call sign JBHT;built 03.1974;IMO7353999), , , JP141577, JP141577, , , , , 0.0000, 0.0000, 26.7000, 27.7000, 0.0000, 0.0000, - wod_007274930O.nc, wod_007275165O.nc, 7274930, 7275165, XBT, XBT, 306, 306, 30.9800, 30.4833, 125.7100, 124.9833, 1995, 1995, 6, 6, 4, 5, 7, 6, 21, 39, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 8, 9, 58.000, 56.000, 18, 18, 7.350 , 6.670, GTSP Program, GTSP Program, , ,USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), USNS WILKES (T-AGS-33) (Call sign NTRI; service date 06/28/1971-09/19/1995), , , US121395, US121395, , , , , 146.0000, 183.0000, 136.9000, 153.3000, 0.0000, 0.0000, - wod_007275809O.nc, wod_007276359O.nc, 7275809, 7276359, XBT, XBT, 9600016, 9600013, 36.2950, -16.9117, -21.8700, 58.0600, 1995, 1995, 6, 6, 7, 9, 14, 6, 45, 0, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 40, 63, 14.770 , 6.000, GTSP Program, GTSP Program, , , COLIMA, AFRIS PIONEER, , , PH141568, CY143377, , , , , 471987.1562, 471987.1562, 16153.9619, 16341.2002, 0.0000, 0.0000, - wod_007275422O.nc, wod_007275490O.nc, 7275422, 7275490, XBT, XBT, 9600012, 9700011, -8.4483, -34.1000, -26.2100, 154.6667, 1995, 1995, 6, 6, 6, 6, 4, 16, 41, 0, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 1222, 1225, 759.800, 759.800, 79, 44, 4.700 , 16.020, GTSP Program, GTSP Program, , , OLIVE BANK, BOTANY BAY, , , PA143354, GB121917, , COMMONWEALTH SCIENTIFIC AND INDUSTRIAL RESEARCH ORGANIZATION (CSIRO), , , 471987.1562, 471991.9062, 13731.2803, 13422.0898, 0.0000, 0.0000, - wod_007274752O.nc, wod_007275296O.nc, 7274752, 7275296, XBT, XBT, 306, 306, 34.1000, 34.5000, 139.9000, 140.0000, 1995, 1995, 6, 6, 3, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 56.5000, 56.5000, 0.0000, 0.0000, - wod_007274955O.nc, wod_007275317O.nc, 7274955, 7275317, XBT, XBT, 9600013, 9700220, 9.2633, -39.5667, 68.0100, 146.0500, 1995, 1995, 6, 6, 4, 5, 12, 20, 34, 54, XBT: T7 (SIPPICAN), XBT: XBT-10 (SPARTON), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 322, 759.800, 200.000, 63, 4, 12.580 , 20.920, GTSP Program, GTSP Program, , , AFRIS PIONEER, HMAS DARWIN (FFG-04;call sign VKDA;built 03.1982;comm-d 07.1984), , , CY143377, AU121976, , , , , 471987.1562, 32328.7012, 16569.5391, 4422.8574, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275078O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275346O.nc, 7275078, 7275346, moored buoy, moored buoy, 78936, 78936, -8.2900, -8.2900, -154.9600, -154.9500, 1995, 1995, 6, 6, 4, 5, 0, 0, 0, 0, , , , , 11, 11, 500.000, 500.000, 18, 18, 0.000 , 0.000,PMEL TAO/PIRATA database, PMEL TAO/PIRATA database,Tropical Atmosphere Ocean (TAO) BUOY ARRAY, Tropical Atmosphere Ocean (TAO) BUOY ARRAY, FIXED PLATFORM, FIXED PLATFORM, , , US015925, US015925,US DOC NOAA ERL PMEL (SEATTLE; WA), US DOC NOAA ERL PMEL (SEATTLE; WA), , , 1776.0000, 1776.0000, 257.5900, 258.2300, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275286O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275304O.nc, 7275286, 7275304, XBT, XBT, 306, 306, 34.5000, 33.2000, 140.2000, 138.3000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 53.1000, 53.1000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275277O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275305O.nc, 7275277, 7275305, XBT, XBT, 306, 306, 34.5000, 39.5000, 140.8000, 138.3000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 61.7000, 18.7000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274513O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274515O.nc, 7274513, 7274515, XBT, XBT, 306, 306, 37.7833, 37.7833, 138.4333, 138.1000, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 15.5000, 15.8000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274524O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274803O.nc, 7274524, 7274803, XBT, XBT, 306, 306, 33.5000, 31.8000, 138.7000, 139.0000, 1995, 1995, 6, 6, 2, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 54.5000, 79.0000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274530O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274533O.nc, 7274530, 7274533, XBT, XBT, 306, 306, 32.7000, 32.5000, 138.8000, 138.9000, 1995, 1995, 6, 6, 2, 2, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 55.0000, 61.7000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274519O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275303O.nc, 7274519, 7275303, XBT, XBT, 306, 306, 34.5000, 33.3000, 138.5000, 138.5000, 1995, 1995, 6, 6, 2, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 50.9000, 50.9000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274515O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274795O.nc, 7274515, 7274795, XBT, XBT, 306, 306, 37.7833, 32.1000, 138.1000, 140.4000, 1995, 1995, 6, 6, 2, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 4, 0.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 700.0000, 15.8000, 78.6000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274858O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275113O.nc, 7274858, 7275113, moored buoy, moored buoy, 78936, 78936, 1.9900, 1.9900, -179.8500, -179.8400, 1995, 1995, 6, 6, 3, 4, 0, 0, 0, 0, , , , , 11, 11, 500.000, 500.000, 18, 18, 0.000 , 0.000,PMEL TAO/PIRATA database, PMEL TAO/PIRATA database,Tropical Atmosphere Ocean (TAO) BUOY ARRAY, Tropical Atmosphere Ocean (TAO) BUOY ARRAY, FIXED PLATFORM, FIXED PLATFORM, , , US015947, US015947,US DOC NOAA ERL PMEL (SEATTLE; WA), US DOC NOAA ERL PMEL (SEATTLE; WA), , , 1776.0000, 1776.0000, 233.8100, 233.2900, 35.2600, 35.2560, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274518O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275021O.nc, 7274518, 7275021, XBT, XBT, 306, 306, 37.8833, 38.6000, 138.7833, 137.3333, 1995, 1995, 6, 6, 2, 4, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 1, 0.000, 0.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 0.0000, 17.2000, 17.0000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274789O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274790O.nc, 7274789, 7274790, XBT, XBT, 306, 306, 32.0000, 32.4000, 140.5000, 140.3000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 81.4000, 71.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275137O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275138O.nc, 7275137, 7275138, XBT, XBT, 9600012, 9600012, 36.1583, 36.1583, -7.6800, -7.6800, 1995, 1995, 6, 6, 5, 5, 0, 0, 16, 19, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-9, SIPPICAN MK-9, 40, 1180, 27.100, 734.800, 20, 20, 0.270 , 0.320, GTSP Program, GTSP Program, , , SEA PREMIER, SEA PREMIER, , , FR121621, FR121621, , , , , 582.0000, 440587.1250, 794.4900, 15649.0283, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274751O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274809O.nc, 7274751, 7274809, XBT, XBT, 306, 306, 34.4000, 34.2000, 139.8000, 139.9000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 54.9000, 52.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275267O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275271O.nc, 7275267, 7275271, XBT, XBT, 306, 306, 34.5000, 34.5000, 142.6000, 143.0000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 73.7000, 73.7000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274758O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274760O.nc, 7274758, 7274760, XBT, XBT, 306, 306, 33.9000, 33.7000, 139.9000, 140.0000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 3, 400.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 300.0000, 57.3000, 48.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274512O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274809O.nc, 7274512, 7274809, XBT, XBT, 306, 306, 37.8333, 34.2000, 138.6333, 139.9000, 1995, 1995, 6, 6, 2, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 4, 0.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 700.0000, 16.7000, 52.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274759O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274772O.nc, 7274759, 7274772, XBT, XBT, 306, 306, 33.6000, 33.4000, 140.0000, 140.1000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 3, 3, 200.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 300.0000, 300.0000, 47.1000, 43.1000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275263O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275280O.nc, 7275263, 7275280, XBT, XBT, 306, 306, 39.8000, 34.8000, 137.7000, 140.2000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 18.4000, 55.5000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274761O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274770O.nc, 7274761, 7274770, XBT, XBT, 306, 306, 33.1000, 33.3000, 140.2000, 140.1000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 3, 400.000, 200.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 300.0000, 61.2000, 46.8000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275265O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275292O.nc, 7275265, 7275292, XBT, XBT, 306, 306, 34.5000, 41.1000, 143.4000, 140.1000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 2, 400.000, 100.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 100.0000, 70.4000, 26.7000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275266O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275272O.nc, 7275266, 7275272, XBT, XBT, 306, 306, 34.5000, 34.5000, 142.8000, 142.0000, 1995, 1995, 6, 6, 5, 5, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 74.4000, 74.4000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274792O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274794O.nc, 7274792, 7274794, XBT, XBT, 306, 306, 32.6000, 32.8000, 140.3000, 140.2000, 1995, 1995, 6, 6, 3, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 4, 4, 400.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 700.0000, 700.0000, 69.5000, 65.9000, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274955O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275190O.nc, 7274955, 7275190, XBT, XBT, 9600013, 9600013, 9.2633, 3.6817, 68.0100, 65.4400, 1995, 1995, 6, 6, 4, 5, 12, 12, 34, 34, XBT: T7 (SIPPICAN), XBT: T7 (SIPPICAN), SIPPICAN MK-12, SIPPICAN MK-12, 1222, 1222, 759.800, 759.800, 63, 63, 12.580 , 12.580, GTSP Program, GTSP Program, , , AFRIS PIONEER, AFRIS PIONEER, , , CY143377, CY143377, , , , , 471987.1562, 471987.1562, 16569.5391, 15658.0098, 0.0000, 0.0000, +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274514O.nc,E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274792O.nc, 7274514, 7274792, XBT, XBT, 306, 306, 37.7667, 32.6000, 138.2667, 140.3000, 1995, 1995, 6, 6, 2, 3, 19, 19, 0, 0, XBT: TYPE UNKNOWN, XBT: TYPE UNKNOWN, , , 1, 4, 0.000, 400.000, 999, 999, 19.000 , 19.000, GTSP Program, GTSP Program, , , , , , , , , , , , , 0.0000, 700.0000, 15.8000, 69.5000, 0.0000, 0.0000, diff --git a/DC_OCEAN/Input_files/sorted_unique_pairs_generic.txt b/DC_OCEAN/Input_files/sorted_unique_pairs_generic.txt index d5fce21..f0d45f6 100644 --- a/DC_OCEAN/Input_files/sorted_unique_pairs_generic.txt +++ b/DC_OCEAN/Input_files/sorted_unique_pairs_generic.txt @@ -1,258 +1,29 @@ -wod_007275877O.nc wod_007276168O.nc -wod_007274656O.nc wod_007276407O.nc -wod_007275896O.nc wod_007275904O.nc -wod_007275525O.nc wod_007275538O.nc -wod_007275019O.nc 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E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274770O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275265O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275292O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275266O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275272O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274792O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274794O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275020O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275021O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274955O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007275190O.nc +E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274514O.nc E:\anaconda3\envs\duplicate_checking\Lib\site-packages\DC_OCEAN\Input_files\WOD18_sample_1995\wod_007274792O.nc diff --git a/DC_OCEAN/M00_Duplicate_Check_MAIN.py b/DC_OCEAN/M00_Duplicate_Check_MAIN.py index 03b7cf9..8fc530a 100644 --- a/DC_OCEAN/M00_Duplicate_Check_MAIN.py +++ b/DC_OCEAN/M00_Duplicate_Check_MAIN.py @@ -8,8 +8,8 @@ ### Date | Author | Version | Description ### ------------|-------------------|---------------|--------------- ### 2024-03-26 | | 1.1 | Create -### 2024-06-01 | | 1.2 | Modify -### 2024-07-04 | | 1.3 | Modify +### 2024-06-01 | | 1.2 | Modified +### 2024-07-04 | | 1.3 | Modified ###################################################################### """ @@ -44,6 +44,8 @@ # Manually check whether the potential duplicates are exact duplicates based on some criterias one by one pair. def DuplicateCheckeManual(checker, InputDir, OutputDir): + if not os.path.isdir(OutputDir): + os.mkdir(OutputDir) if checker.validate_file(InputDir): checker.duplicate_checke_manual(InputDir) else: @@ -51,6 +53,8 @@ def DuplicateCheckeManual(checker, InputDir, OutputDir): # Automatically check whether the potential duplicates list are exact duplicates based on some criterias. def DuplicateCheckeList(checker, InputDir, OutputDir): + if not os.path.isdir(OutputDir): + os.mkdir(OutputDir) # input the path with filename (*.txt) of the potential duplicated list output from N01_possible_duplicates.py potential_txt_path = OutputDir + "/sorted_unique_pairs_generic.txt" if checker.validate_file(potential_txt_path): @@ -83,6 +87,8 @@ def DuplicateCheckeList(checker, InputDir, OutputDir): #initialization the code environment (class) oChecker = Duplicate_Checker.DuplicateChecker() oChecker.InitEnvironment(InputDir, OutputDir) + + if(iMode == 0): #mode = 0: DuplicateCheckeList diff --git a/DC_OCEAN/support/N00_Create_Profile_Summary_Score.py b/DC_OCEAN/support/N00_Create_Profile_Summary_Score.py index 2c89004..0a63899 100644 --- a/DC_OCEAN/support/N00_Create_Profile_Summary_Score.py +++ b/DC_OCEAN/support/N00_Create_Profile_Summary_Score.py @@ -7,8 +7,8 @@ ### Date | Author | Version | Description ### ------------|-------------------|---------------|--------------- ### 2024-03-26 | | 1.1 | Create -### 2024-06-01 | | 1.2 | Create -### 2024-07-04 | | 1.3 | Create +### 2024-06-01 | | 1.2 | Modified +### 2024-07-04 | | 1.3 | Modified ###################################################################### @@ -35,7 +35,7 @@ Read the Section 5 of README file to customize your own netCDf file (if necessary). -PSS = Profile Summary Score (See Song et al., 2024;Frontier in Mairne Science) +PSS = Profile Summary Score (See Song et al., 2024;Frontier in Marine Science) The calculation of the PSS will be done in the N01_Possible_Duplicate_Check.py @@ -62,7 +62,17 @@ def validate_path(input_path): return True -#Read NetCDF files and pre-processing metadata and secondary processing data. Retain numerical metadata and convert string metadata into numerical values by using the ASCII code table and then summing these ASCII code values of each letter to obtain a single value. +# Loop through data from different years +def getFiles(dir): + import os + file_path = [] + for root, directory, files in os.walk(dir): + for filename in files: + #name, suf = os.path.splitext(filename) + file_path.append(os.path.join(root, filename)) # Combine into paths + return file_path + +# Read NetCDF files and pre-processing metadata and secondary processing data. Retain numerical metadata and convert string metadata into numerical values by using the ASCII code table and then summing these ASCII code values of each letter to obtain a single value. def read_netCDF_formatted_PSS_series(inputpath, outputpath): warnings.filterwarnings("ignore") @@ -71,12 +81,11 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): inputpath = os.path.normpath(os.path.abspath(inputpath)) print(inputpath) - # Get all file names in the directory that are not directories themselves - filenames = [f for f in os.listdir(inputpath) if os.path.isfile(os.path.join(inputpath, f))] + filenames = [f for f in getFiles(inputpath) if os.path.isfile(os.path.join(inputpath, f))] n_prof = len(filenames) - # print(filenames) + # Initialize data structures PSS_series = np.full((n_prof, 35), np.nan, dtype=np.float32) # Similar to single(NaN(n_prof,35)) meta_names = ['WOD_unique_id','accession_number', 'dataset_id', 'lat', 'lon', 'year', 'month', 'day', 'probe type', @@ -102,41 +111,27 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): ### read 'depth' (z) attributes try: - # Read 'z' (depth) data depth = f.variables['z'][:] - # Apply conditions: set values outside the acceptable range to NaN depth = np.where((depth > 12000) | (depth < -10), np.nan, depth) - - # Calculate number of depth measurements - depth_number = len(depth) # Using len() since depth is a numpy array - - # Determine maximum depth, taking care only to consider valid (non-NaN) entries - if np.any(~np.isnan(depth)): - maximum_depth = np.nanmax(depth) - else: - maximum_depth = np.nan - - # Compute the sum and standard deviation of depth, rounding to four decimal places + depth_number = len(depth) + maximum_depth = depth[-1] if len(depth) > 0 else np.nan sum_depth = np.round(np.nansum(depth), 4) - std_depth = np.round(np.nanstd(depth), 4) + # 2024.11.26 Calculate sample standard deviation + std_depth = np.round(np.nanstd(depth, ddof=1), 4) - # Check if the calculated sum and standard deviation are NaN and handle if they are + # Check if the calculated sum and standard deviation are NaN sum_depth = sum_depth if not np.isnan(sum_depth) else np.nan std_depth = std_depth if not np.isnan(std_depth) else np.nan + except: - # Handle the case where the 'z' variable is not found - depth = np.nan - sum_depth=np.nan - std_depth=np.nan - depth_number = np.nan - maximum_depth = np.nan + depth = depth_number = maximum_depth = sum_depth = std_depth = np.nan # Read 'Temperature' data try: temp = f.variables['Temperature'][:] # Apply conditions: mask values outside the acceptable range - temp = np.where((temp > 50) | (temp < -2.5), np.nan, temp) + temp = np.where((temp > 40) | (temp < -2.5), np.nan, temp) # Filter out NaN values for further processing temp2 = temp[~np.isnan(temp)] @@ -148,7 +143,9 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): # Compute the sum, standard deviation, and correlation coefficient, if applicable if hasTemp: sum_temp = np.round(np.nansum(temp2), 4) - std_temp = np.round(np.nanstd(temp2), 4) + # 2024.11.26 Calculate sample standard deviation + std_temp = np.round(np.nanstd(temp2, ddof=1), 4) + # Calculate correlation if both arrays have non-NaN data and at least two data points if len(temp2) > 1 and len(depth2) > 1: cor_temp_depth = np.round(np.corrcoef(temp2, depth2)[0, 1], 5) @@ -175,19 +172,22 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): sal = f.variables['Salinity'][:] # Apply conditions: mask values outside the acceptable range - sal = np.where((sal > 45) | (sal < -1), np.nan, sal) + sal = np.where((sal > 43) | (sal < -1), np.nan, sal) # Filter out NaN values for further processing sal2 = sal[~np.isnan(sal)] depth2 = depth[~np.isnan(sal)] # Assuming 'depth' is already defined and processed similarly # Check if there are valid salinity readings - hasSalinity = 1 if np.any(~np.isnan(sal2)) else 0 + # 2024.11.26 + # hasSalinity = 1 if np.any(~np.isnan(sal2)) else 0 + hasSalinity = 1 if sal.size > 0 else 0 # Compute the sum, standard deviation, and correlation coefficient, if applicable if hasSalinity: sum_sal = np.round(np.nansum(sal2), 4) - std_sal = np.round(np.nanstd(sal2), 4) + # 2024.11.26 Calculate sample standard deviation + std_sal = np.round(np.nanstd(sal2, ddof=1), 4) # Calculate correlation if both arrays have non-NaN data and at least two data points if len(sal2) > 1 and len(depth2) > 1: cor_sal_depth = np.round(np.corrcoef(sal2, depth2)[0, 1], 5) @@ -201,7 +201,7 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): cor_temp_depth = np.nan if np.isnan(sum_sal) or sum_sal == 0.0: sum_sal = np.nan - if np.isnan(std_temp) or std_temp == 0.0: + if np.isnan(std_sal) or std_sal == 0.0: std_sal = np.nan except: # Handle the case where the 'Temperature' variable is not available @@ -211,19 +211,6 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): hasOxygen = 1 if 'Oxygen' in f.variables else 0 hasChlorophyll = 1 if 'Chlorophyll' in f.variables else 0 - # Try to read various attributes and variables - try: - wod_unique_id = f.variables['wod_unique_cast'][:] - except: - wod_unique_id = np.nan - - # Read geographic coordinates - try: - lat = np.round(f.variables['lat'][:], 4) - lon = np.round(f.variables['lon'][:], 4) - except: - lat = lon = np.nan - # Read and process date and time # try: time_var=f.variables['time'] @@ -234,45 +221,6 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): hour = dtime.hour minute = dtime.minute - # Read depth and temperature, handle invalid data - try: - depth = f.variables['z'][:] - depth = np.where((depth > 12000) | (depth < -10), np.nan, depth) - depth_number = len(depth) - maximum_depth = depth[-1] if len(depth) > 0 else np.nan - sum_depth = np.round(np.nansum(depth), 4) - std_depth = np.round(np.nanstd(depth), 4) - except: - depth_number = maximum_depth = sum_depth = std_depth = np.nan - - try: - temp = f.variables['Temperature'][:] - temp = np.where((temp > 40) | (temp < -2.5), np.nan, temp) - temp_filtered = temp[~np.isnan(temp)] - depth_filtered = depth[~np.isnan(temp)] - has_temp = 1 if len(temp_filtered) > 0 else 0 - sum_temp = np.round(np.nansum(temp_filtered), 4) - std_temp = np.round(np.nanstd(temp_filtered), 4) - cor_temp_depth = np.round(np.corrcoef(temp_filtered, depth_filtered)[0, 1], 5) if len(temp_filtered) > 1 else np.nan - except: - has_temp = sum_temp = std_temp = cor_temp_depth = np.nan - - # Other variables such as salinity can be processed similarly - try: - sal = f.variables['Salinity'][:] - sal[(sal > 45) | (sal < -1)] = np.nan - sal2 = sal[~np.isnan(sal)] - depth2 = depth[~np.isnan(sal)] - hasSalinity = 1 if sal2.size > 0 else 0 - sum_sal = np.round(np.nansum(sal2), 4) - std_sal = np.round(np.nanstd(sal2), 4) - cor_sal_depth = np.round(np.corrcoef(sal2, depth2)[0, 1], 5) if len(sal2) > 1 else np.nan - except: - hasSalinity = sum_sal = std_sal = cor_sal_depth = 0 - - hasOxygen = 1 if 'Oxygen' in f.variables else 0 - hasChlonophyII = 1 if 'Chlorophyll' in f.variables else 0 - try: wod_unique_id = np.float64(f.variables['wod_unique_cast'][:]) except: @@ -284,7 +232,6 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): except: country_name = '' - try: probe_type = f.variables['Temperature_Instrument'][:] probe_type = bytes(probe_type[~probe_type.mask]).decode('ascii') @@ -306,65 +253,55 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): try: GMT_time = np.float64(f.variables['GMT_time'][:]) except: - GMT_time = np.nan + # 2024.11.26 + # GMT_time = np.nan + GMT_time = 0 try: WMO_id = np.float64(f.variables['WMO_ID'][:]) except: WMO_id = np.nan - # Reading and processing the 'dbase_orig' attribute try: dbase_orig = f.variables['dbase_orig'][:] dbase_orig = bytes(dbase_orig[~dbase_orig.mask]).decode('ascii') except: dbase_orig = '' - # Reading and processing the 'Project' attribute try: project_name = f.variables['Project'][:] project_name = bytes(project_name[~project_name.mask]).decode('ascii') except: project_name = '' - # Reading and processing the 'Platform' attribute try: - platform = f.variables['platform'][:] + platform = f.variables['Platform'][:] platform = bytes(platform[~platform.mask]).decode('ascii') - # print(platform) except: platform = '' - # Reading and processing the 'Ocean_Vehicle' attribute try: ocean_vehicle = f.variables['Ocean_Vehicle'][:] ocean_vehicle = bytes(ocean_vehicle[~ocean_vehicle.mask]).decode('ascii') - # print(ocean_vehicle) except: ocean_vehicle = '' - # Reading 'Access_no' try: accession_number = f.variables['Access_no'][:] except: accession_number = np.nan - # Reading and processing the 'Institute' attribute try: institute = f.variables['Institute'][:] - institute = bytes(institute[~institute.mask]).decode('ascii') - # print('Institute ='+institute) + institute = bytes(institute[~institute.mask]).decode('ascii') except: institute = '' - # Reading and processing the 'WOD_cruise_identifier' attribute try: wod_cruise_identifier = f.variables['WOD_cruise_identifier'][:] wod_cruise_identifier = bytes(wod_cruise_identifier[~wod_cruise_identifier.mask]).decode('ascii') except: wod_cruise_identifier = '' - # print(wod_cruise_identifier) - try: dataset_name = f.variables['dataset'][:] @@ -412,11 +349,10 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): try: longitude = np.round(f.variables['lon'][:], 4) except: - ongitude = np.nan - + longitude = np.nan # Store the processed data - ###### please make sure the 'position (order)' of each variables are consistent with the order of meta_names + ###### Please make sure the 'position (order)' of each variable is consistent with the order of meta_names # txt[idx][0]=str(filename) txt[idx][8]=str(probe_type) txt[idx][9]=str(recorder) @@ -434,7 +370,6 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): PSS_series[idx,19:21]=[GMT_time,WMO_id] PSS_series[idx,27:35]=[sum_temp, sum_sal, sum_depth, std_depth, std_temp, std_sal, cor_temp_depth, cor_sal_depth] - # Close the netCDF file f.close() @@ -444,17 +379,15 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): txt = [row[1:] for row in txt] del meta_names[0] #Delete WOD_unique_id - # Converts the string to the ASCILL code and sums variables_index_to_process = [x - 1 for x in strings_columns_order] for i in range(n_prof): for j in variables_index_to_process: if j < len(txt[i]): - # sum of all ACILL for each string varaible + # sum of all ACILL for each string variable ASCII_sum = sum(ord(char) for char in txt[i][j] if char != ' ') PSS_series[i][j] = ASCII_sum - ###### check output folders script_directory = os.path.dirname(os.path.abspath(sys.argv[0])) # Get the parent directory of the current script's directory @@ -476,9 +409,15 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): if __name__ == '__main__': + # Default Path OutputDir = os.path.dirname(os.path.abspath(__file__)) + "/../Input_files" InputDir = OutputDir + "/WOD18_sample_1995" + # 2024.11.25 + # Custom input and output path + # OutputDir = "D:\duplicate_checking\WOD_result_1975" + # InputDir = "D:\duplicate_checking\WOD_new/1975" + parser = argparse.ArgumentParser(description='Create Profile Summary Score') parser.add_argument("-i", "--input", type=str, default=InputDir) parser.add_argument("-o", "--output", type=str, default=OutputDir) @@ -486,14 +425,20 @@ def read_netCDF_formatted_PSS_series(inputpath, outputpath): InputDir = args.input OutputDir = args.output - # check Input/Output dir vaild + # check Input/Output dir valid isInputOK = validate_path(InputDir) isOutputOK = validate_path(OutputDir) if(not (isInputOK and isOutputOK)): print("The entered path is not valid. Please ensure the path is correct and try again.") raise Exception("Invalid InputDir or OutputDir!", InputDir, OutputDir) - + + # Default Path PSS_summary_filename = OutputDir + "/Profile_Summary_Score_list.npz" + + # 2024.11.25 + # custom path + # PSS_summary_filename = "D:\duplicate_checking\WOD_result_1975\Profile_Summary_Score_list.npz" + iAct = 1 if os.path.exists(PSS_summary_filename): iAct = input("Update Profile Summary Score list or not(1: Yes (default); 0: No): ") or 1 diff --git a/DC_OCEAN/support/N01_Possible_Duplicate_Check.py b/DC_OCEAN/support/N01_Possible_Duplicate_Check.py index 6fac6d1..3034f37 100644 --- a/DC_OCEAN/support/N01_Possible_Duplicate_Check.py +++ b/DC_OCEAN/support/N01_Possible_Duplicate_Check.py @@ -8,8 +8,8 @@ ### Date | Author | Version | Description ### ------------|-------------------|---------------|--------------- ### 2024-03-26 | | 1.0 | Create -### 2024-06-01 | | 1.2 | Create -### 2024-07-04 | | 1.3 | Create +### 2024-06-01 | | 1.2 | Modified +### 2024-07-04 | | 1.3 | Modified ###################################################################### """ @@ -35,10 +35,8 @@ import os import scipy.io as sio from scipy.stats import zscore -try: - import math_util_functions -except: - from DC_OCEAN.util import math_util_functions as math_util_functions +from DC_OCEAN.util import math_util_functions as math_util_functions + import argparse # Used to determine whether the input path is correct @@ -53,12 +51,12 @@ def validate_file(input_path): return True ##### Crude screening check -##### logical flow: see Figure 1 in the manuscrpt (standard 1) +##### logical flow: see Figure 1 in the manuscript (standard 1) def N02_1_PSS_check_standardize_line(PSS_series,filename_info): - ''' + """ Standardize each line of data. Calculate the arithmetic average of each line and then compare which is closer. - ''' + """ # Normalization: The data is normalized to data with a mean of 0 and a variance of 1 PSS_series_copy = PSS_series.copy() @@ -74,7 +72,6 @@ def N02_1_PSS_check_standardize_line(PSS_series,filename_info): # Calculate the arithmetic average of each line average_PSS = np.nanmean(PSS_mapped, axis=1) - # Sort average_PSS in ascending order index = np.argsort(average_PSS) average_PSS = average_PSS[index] @@ -146,20 +143,18 @@ def N02_1_PSS_check_standardize_line(PSS_series,filename_info): def N02_2_PSS_check_standardize_depth_tem(PSS_series,filename_info): - ''' + """ Focus on searching for potential duplicate pairs that are equal in sum_depth and sum_temperature. - ''' + """ # Normalization: The data is normalized to data with a mean of 0 and a variance of 1 PSS_series_copy = PSS_series.copy() PSS_series_temp_depth=PSS_series_copy[:,[26,28]] PSS_series_temp_depth[np.abs(PSS_series_temp_depth)>1e6]=np.nan - # Calculate the arithmetic average of each line average_PSS = np.nanmean(PSS_series_temp_depth, axis=1) - # Sort average_PSS in ascending order index = np.argsort(average_PSS) average_PSS = average_PSS[index] @@ -241,7 +236,6 @@ def N02_2_PSS_check_standardize_depth_tem(PSS_series,filename_info): return duplicate_filename_list - def N02_3_PSS_check_entropy_weight(PSS_series,filename_info): ''' Normalize each line of data. @@ -259,7 +253,7 @@ def N02_3_PSS_check_entropy_weight(PSS_series,filename_info): PSS_mapped[PSS_series_meta == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_meta); + [weight,_]=math_util_functions.entropy_weight(PSS_series_meta) # Calculate the weighted average average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -333,6 +327,7 @@ def N02_3_PSS_check_entropy_weight(PSS_series,filename_info): number_profiles += duplicate_number return duplicate_filename_list + def N02_4_PSS_check_entropy_weight_allinfo(PSS_series,filename_info): ''' Normalize each line of data. @@ -350,8 +345,7 @@ def N02_4_PSS_check_entropy_weight_allinfo(PSS_series,filename_info): PSS_mapped[PSS_series_copy == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_copy); - + [weight,_]=math_util_functions.entropy_weight(PSS_series_copy) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -398,7 +392,6 @@ def N02_4_PSS_check_entropy_weight_allinfo(PSS_series,filename_info): if fragment_same_number < 27: continue - # Handling of specific probe types and conditions #If it is XBT CTD MBT BOT; the location difference is plus or minus 5 degrees within a month; the same probe----excludes navigation continuous observation #If type,platform, and vehicle are the same, but sum_temp,corr(temp,depth) are different, it is judged to be multiple observations on the same survey ship/platform on the same route @@ -429,6 +422,7 @@ def N02_4_PSS_check_entropy_weight_allinfo(PSS_series,filename_info): number_profiles += duplicate_number return duplicate_filename_list + def N02_5_PSS_check_entropy_weight_noLATLON(PSS_series,filename_info): ''' Normalize each line of data. @@ -448,8 +442,7 @@ def N02_5_PSS_check_entropy_weight_noLATLON(PSS_series,filename_info): PSS_mapped[PSS_series_copy == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_copy); - + [weight,_]=math_util_functions.entropy_weight(PSS_series_copy) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -487,7 +480,6 @@ def N02_5_PSS_check_entropy_weight_noLATLON(PSS_series,filename_info): if fragment_same_number < 26: continue - # Handling of specific probe types and conditions #If it is XBT CTD MBT BOT; the location difference is plus or minus 5 degrees within a month; the same probe----excludes navigation continuous observation #If type,platform, and vehicle are the same, but sum_temp,corr(temp,depth) are different, it is judged to be multiple observations on the same survey ship/platform on the same route @@ -518,6 +510,7 @@ def N02_5_PSS_check_entropy_weight_noLATLON(PSS_series,filename_info): number_profiles += duplicate_number return duplicate_filename_list + def N02_6_PSS_check_entropy_weight_noDepth(PSS_series,filename_info): ''' Normalize each line of data. @@ -536,8 +529,7 @@ def N02_6_PSS_check_entropy_weight_noDepth(PSS_series,filename_info): PSS_mapped[PSS_series_meta == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_meta); - + [weight,_]=math_util_functions.entropy_weight(PSS_series_meta) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -605,8 +597,8 @@ def N02_7_PSS_check_normalize_column(PSS_series,filename_info): # Normalization: The data is normalized to data with a mean of 0 and a variance of 1 PSS_series_copy = PSS_series.copy() - ###### 判断WMO_ID在那一列？ - PSS_series_copy = np.delete(PSS_series_copy, 19, axis=1) # Deleting the 20th column + # Deleting the 20th column + PSS_series_copy = np.delete(PSS_series_copy, 19, axis=1) ###### normalizeData with mean as 0 and standard deviation as 1 PSS_mapped = math_util_functions.normalizeData(PSS_series_copy, 0, 1) @@ -616,7 +608,6 @@ def N02_7_PSS_check_normalize_column(PSS_series,filename_info): # Calculate the arithmetic average of each line average_PSS = np.nanmean(PSS_mapped, axis=1) - # Sort average_PSS in ascending order index = np.argsort(average_PSS) average_PSS = average_PSS[index] @@ -698,14 +689,12 @@ def N02_8_PSS_check_normalize_depth_tem(PSS_series,filename_info): PSS_series_temp_depth[np.abs(PSS_series_temp_depth)>1e6]=np.nan - #using mapminmax normalize each column of data - PSS_series_temp_depth=math_util_functions.normalizeData(PSS_series_temp_depth,0,1); + PSS_series_temp_depth=math_util_functions.normalizeData(PSS_series_temp_depth,0,1) # Calculate the arithmetic average of each line average_PSS = np.nanmean(PSS_series_temp_depth, axis=1) - # Sort average_PSS in ascending order index = np.argsort(average_PSS) average_PSS = average_PSS[index] @@ -787,7 +776,6 @@ def N02_8_PSS_check_normalize_depth_tem(PSS_series,filename_info): return duplicate_filename_list - def N02_9_PSS_check_entropy_normalizeData_column(PSS_series,filename_info): ''' Normalize each column of data. @@ -801,11 +789,11 @@ def N02_9_PSS_check_entropy_normalizeData_column(PSS_series,filename_info): ###### normalizeData to 0-1 PSS_mapped = math_util_functions.normalizeData(PSS_series_meta, 0, 1) - PSS_mapped[:,4]=0; #delete year column + PSS_mapped[:,4]=0 #delete year column PSS_mapped[PSS_series_meta == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_meta); + [weight,_]=math_util_functions.entropy_weight(PSS_series_meta) # Calculate the weighted average average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -879,6 +867,7 @@ def N02_9_PSS_check_entropy_normalizeData_column(PSS_series,filename_info): number_profiles += duplicate_number return duplicate_filename_list + def N02_10_PSS_check_normalizeData_weight_column_allinfo(PSS_series,filename_info): ''' Normalize each column of data. @@ -896,8 +885,7 @@ def N02_10_PSS_check_normalizeData_weight_column_allinfo(PSS_series,filename_inf PSS_mapped[PSS_series_copy == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_copy); - + [weight,_]=math_util_functions.entropy_weight(PSS_series_copy) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -944,7 +932,6 @@ def N02_10_PSS_check_normalizeData_weight_column_allinfo(PSS_series,filename_inf if fragment_same_number < 27: continue - # Handling of specific probe types and conditions #If it is XBT CTD MBT BOT; the location difference is plus or minus 5 degrees within a month; the same probe----excludes navigation continuous observation #If type,platform, and vehicle are the same, but sum_temp,corr(temp,depth) are different, it is judged to be multiple observations on the same survey ship/platform on the same route @@ -976,7 +963,6 @@ def N02_10_PSS_check_normalizeData_weight_column_allinfo(PSS_series,filename_inf return duplicate_filename_list - def N02_11_PSS_check_normalize_column_entropy_weight(PSS_series,filename_info): ''' Normalize each column of data. @@ -1034,7 +1020,6 @@ def N02_11_PSS_check_normalize_column_entropy_weight(PSS_series,filename_info): if fragment_same_number < 26: continue - # Handling of specific probe types and conditions #If it is XBT CTD MBT BOT; the location difference is plus or minus 5 degrees within a month; the same probe----excludes navigation continuous observation #If type,platform, and vehicle are the same, but sum_temp,corr(temp,depth) are different, it is judged to be multiple observations on the same survey ship/platform on the same route @@ -1080,12 +1065,11 @@ def N02_12_PSS_check_entropy_weight_column_noDepth(PSS_series,filename_info): ###### normalizeData to 0-1 PSS_mapped = math_util_functions.normalizeData(PSS_series_meta, 0, 1) - PSS_mapped[:,4]=0; + PSS_mapped[:,4]=0 PSS_mapped[PSS_series_meta == 0] = 0 #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_series_meta); - + [weight,_]=math_util_functions.entropy_weight(PSS_series_meta) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -1157,8 +1141,7 @@ def N02_13_PSS_check_PCA_90_allinfo(PSS_series,filename_info): PSS_mapped=math_util_functions.PCA_PSS_profiles(PSS_series_copy,0.9) #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_mapped); - + [weight,_]=math_util_functions.entropy_weight(PSS_mapped) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -1205,7 +1188,6 @@ def N02_13_PSS_check_PCA_90_allinfo(PSS_series,filename_info): if fragment_same_number < 27: continue - # Handling of specific probe types and conditions # Exclude long-term continuous observation of fixed points/nearby points if (PSS_series_small[0, 1] in {1, 7, 5} and PSS_series_small[1, 1] == PSS_series_small[0, 1]): @@ -1226,8 +1208,6 @@ def N02_13_PSS_check_PCA_90_allinfo(PSS_series,filename_info): return duplicate_filename_list - - def N02_14_PSS_check_PCA_95_allinfo(PSS_series,filename_info): ''' Use principal component analysis to calculate the PSS of each profile @@ -1242,8 +1222,7 @@ def N02_14_PSS_check_PCA_95_allinfo(PSS_series,filename_info): PSS_mapped=math_util_functions.PCA_PSS_profiles(PSS_series_copy,0.95) #Use entropy weight method to calculate the weight - [weight,_]=math_util_functions.entropy_weight(PSS_mapped); - + [weight,_]=math_util_functions.entropy_weight(PSS_mapped) # Calculate the weighted average for each column average_PSS_single = np.full_like(PSS_mapped,np.nan,dtype=float) @@ -1289,7 +1268,6 @@ def N02_14_PSS_check_PCA_95_allinfo(PSS_series,filename_info): fragment_same_number = np.nansum(np.abs(PSS_series_small[0, :] - PSS_series_small[1, :]) < 1e-5, axis=None) if fragment_same_number < 27: continue - # Handling of specific probe types and conditions # Exclude long-term continuous observation of fixed points/nearby points @@ -1310,7 +1288,6 @@ def N02_14_PSS_check_PCA_95_allinfo(PSS_series,filename_info): number_profiles += duplicate_number return duplicate_filename_list - def main(PSS_summary_filename): # Load *.npz data print('loading the PSS summary files....') @@ -1319,56 +1296,96 @@ def main(PSS_summary_filename): meta_names = data['meta_names'] filename_info = data['filenames'] - - ####### N02_1: run Crude Scrren" Arithmetic mean: standardlizatioin check + ####### Run Crude Screen print('Running the Crude Screen check: the No.1 criteria check...') duplicate_filename_list_1=N02_1_PSS_check_standardize_line(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_1, PSS_summary_filename,'N02_1.txt') + # N02_1_number = len(duplicate_filename_list_1) + # raise('error') - ##### run Crude Scrren" Arithmetic mean: standardlizatioin check print('Running the Crude Screen check: the No.2 criteria check...') duplicate_filename_list_2=N02_2_PSS_check_standardize_depth_tem(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_2, PSS_summary_filename, 'N02_2.txt') + # N02_2_number = len(duplicate_filename_list_2) - ##### run Crude Scrren" Arithmetic mean: standardlizatioin check print('Running the Crude Screen check: the No.3 criteria check...') duplicate_filename_list_3=N02_3_PSS_check_entropy_weight(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_3, PSS_summary_filename, 'N02_3.txt') + # N02_3_number = len(duplicate_filename_list_3) print('Running the Crude Screen check: the No.4 criteria check...') duplicate_filename_list_4=N02_4_PSS_check_entropy_weight_allinfo(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_4, PSS_summary_filename, 'N02_4.txt') + # N02_4_number = len(duplicate_filename_list_4) print('Running the Crude Screen check: the No.5 criteria check...') duplicate_filename_list_5=N02_5_PSS_check_entropy_weight_noLATLON(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_5, PSS_summary_filename, 'N02_5.txt') + # N02_5_number = len(duplicate_filename_list_5) print('Running the Crude Screen check: the No.6 criteria check...') duplicate_filename_list_6=N02_6_PSS_check_entropy_weight_noDepth(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_6, PSS_summary_filename, 'N02_6.txt') + # N02_6_number = len(duplicate_filename_list_6) print('Running the Crude Screen check: the No.7 criteria check...') duplicate_filename_list_7=N02_7_PSS_check_normalize_column(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_7, PSS_summary_filename, 'N02_7.txt') + # N02_7_number = len(duplicate_filename_list_7) print('Running the Crude Screen check: the No.8 criteria check...') duplicate_filename_list_8=N02_8_PSS_check_normalize_depth_tem(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_8, PSS_summary_filename, 'N02_8.txt') + # N02_8_number = len(duplicate_filename_list_8) print('Running the Crude Screen check: the No.9 criteria check...') duplicate_filename_list_9=N02_9_PSS_check_entropy_normalizeData_column(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_9, PSS_summary_filename, 'N02_9.txt') + # N02_9_number = len(duplicate_filename_list_9) print('Running the Crude Screen check: the No.10 criteria check...') duplicate_filename_list_10=N02_10_PSS_check_normalizeData_weight_column_allinfo(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_10, PSS_summary_filename, 'N02_10.txt') + # N02_10_number = len(duplicate_filename_list_10) print('Running the Crude Screen check: the No.11 criteria check...') duplicate_filename_list_11=N02_11_PSS_check_normalize_column_entropy_weight(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_11, PSS_summary_filename, 'N02_11.txt') + # N02_11_number = len(duplicate_filename_list_11) print('Running the Crude Screen check: the No.12 criteria check...') duplicate_filename_list_12=N02_12_PSS_check_entropy_weight_column_noDepth(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_12, PSS_summary_filename, 'N02_12.txt') + # N02_12_number = len(duplicate_filename_list_12) print('Running the Crude Screen check: the No.13 criteria check...') duplicate_filename_list_13=N02_13_PSS_check_PCA_90_allinfo(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_13, PSS_summary_filename, 'N02_13.txt') + # N02_13_number = len(duplicate_filename_list_13) print('Running the Crude Screen check: the No.14 criteria check...') duplicate_filename_list_14=N02_14_PSS_check_PCA_95_allinfo(PSS_series,filename_info) + # 2024.11.25 Output each check result to a txt file + # save_txt(duplicate_filename_list_14, PSS_summary_filename, 'N02_14.txt') + # N02_14_number = len(duplicate_filename_list_14) - #combine all potential duplicate list from No.1 checks to No.14 checks + ## Combine all potential duplicate list from No.1 checks to No.14 checks All_potential_duplicate_list=duplicate_filename_list_1+duplicate_filename_list_2+duplicate_filename_list_3+duplicate_filename_list_4+duplicate_filename_list_5+duplicate_filename_list_6+duplicate_filename_list_7+duplicate_filename_list_8+duplicate_filename_list_9+duplicate_filename_list_10+duplicate_filename_list_11+duplicate_filename_list_12+duplicate_filename_list_13+duplicate_filename_list_14 - # 'unique' the pair + ## 'unique' the pair All_potential_duplicate_list = math_util_functions.process_file_pairs_generic(All_potential_duplicate_list) print('The number of the possible duplicates pairs are:') @@ -1379,6 +1396,22 @@ def main(PSS_summary_filename): return All_potential_duplicate_list +# 2024.11.25 +# Output each check result in txt format +def save_txt(All_potential_duplicate_list,PSS_summary_filename,txt_name): + ### write the potential_duplicate_list to text file + [script_directory,_]=os.path.split(PSS_summary_filename) + if not os.path.exists(script_directory): + os.makedirs(script_directory) + + output_file=os.path.join(script_directory,txt_name) + with open(output_file, 'w') as file: + for pair in All_potential_duplicate_list: + file.write(f"{pair[0]} {pair[1]}\n") + + # output + print('The txt is stored in: ' + output_file) + # Storing potential duplicates def save_txt_duplicate_list(All_potential_duplicate_list,PSS_summary_filename): ### write the potential_duplicate_list to text file @@ -1393,14 +1426,19 @@ def save_txt_duplicate_list(All_potential_duplicate_list,PSS_summary_filename): #output print('The potential duplicates pair list is stored in: '+output_file) - print('Then, please run the M01/M02 files to determine whether the potential duplicate pairs are exact/possible/no duplicates or not') - + print('Then, please run the M00 files to determine whether the potential duplicate pairs are exact/possible/no duplicates or not') if __name__ == '__main__': # filepath = '../Input_files/PSS_summary.npz' + + # Default Path PSS_summary_filename = os.path.dirname(os.path.abspath(__file__)) + "/../Input_files/" + # 2024.11.25 + # custom path + # PSS_summary_filename = "D:\duplicate_checking\WOD_result_1975\Profile_Summary_Score_list.npz" + parser = argparse.ArgumentParser(description='Potential Duplicate Check') parser.add_argument("-d", "--PSSfolder", type=str, default=PSS_summary_filename) args = parser.parse_args() diff --git a/DC_OCEAN/util/compair_main.py b/DC_OCEAN/util/compair_main.py index f4e210a..45ed184 100644 --- a/DC_OCEAN/util/compair_main.py +++ b/DC_OCEAN/util/compair_main.py @@ -176,7 +176,7 @@ def compair(content1,content2): ### Different depth number ### Qualification: The depth number cannot be too small (more than 3) - elif (content1['depth_number']!=content2['depth_number'] and content1['depth_number']>3 and content2['depth_number']>3): + elif (content1['depth_number']!=content2['depth_number'] and content1['depth_number']>3 and content2['depth_number']>3 and len(temp1[~np.isnan(temp1)])>3 and len(temp2[~np.isnan(temp2)])>3): if (content1['depth_number'] > content2['depth_number']): # depth2 interpolates to the depth of depth1 temp2_interp = np.interp(depth1, depth2, temp2, left=np.nan, right=np.nan, period=None) @@ -205,7 +205,7 @@ def compair(content1,content2): juli_distance = distance(content1['latitude'], content2['latitude'], content1['longitude'],content2['longitude']) if (juli_distance > 0.5): duplicate_check4 = False - + #### Fifth check: Layer by layer check #### Compare deph1,depth2,depth_diff,temp1,temp2,temp_diff,sal_diff duplicate_check_combined=False @@ -309,10 +309,11 @@ def compair(content1,content2): #### Seventh check: Interpolation check #### If the depth layers are not equal, determine whether the data has been interpolated(interpolation method: linear interpolation) - if(content1['depth_number']!=content2['depth_number']): + if(content1['depth_number']!=content2['depth_number'] and len(temp1[~np.isnan(temp1)])>1 and len(temp2[~np.isnan(temp2)])>1): duplicate_check11_T=False duplicate_check11_S=False ###Temperature + #try: if(content1['depth_number'] < content2['depth_number']): # depth2 interpolates to the depth of depth1, temp2 compare with temp1 layer by layer temp2_interp=np.interp(depth1, depth2, temp2, left=np.nan, right=np.nan, period=None) @@ -345,7 +346,9 @@ def compair(content1,content2): levels=content2['depth_number'] percent_s=np.float64(nt)/levels duplicate_check11_S=percent_s>0.85 - + #except: + #duplicate_check11_T=False + #duplicate_check11_S=False duplicate_check11=duplicate_check11_T or duplicate_check11_S diff --git a/DC_OCEAN/util/country_table.py b/DC_OCEAN/util/country_table.py index 17c345f..3ac5146 100644 --- a/DC_OCEAN/util/country_table.py +++ b/DC_OCEAN/util/country_table.py @@ -53,7 +53,6 @@ "URUGUAY":52, "VENEZUELA":53, "YUGOSLAVIA":54, -"UNKNOWN":55, "ANTIGUA":56, "ALGERIA":57, "ANGOLA":58, diff --git a/README.md b/README.md index bfb3b1a..7949e34 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,10 @@ # DC_OCEAN: An open-source algorithm for identification of duplicates in ocean databases -Release v1.3.3 +Release v1.3.4 -Author: Zhetao Tan (IAP/CAS), Xinyi Song (IAP/CAS), Lijing Cheng (IAP/CAS), Rebecca Cowley (CSIRO), Huifeng Yuan (CNIC/CAS), Guilherme Castelao (SIO), Simona Simoncelli (INGV), Shoichi Kizu (Tohoku University), Ricardo Locarnini (NOAA/NCEI), Tim Boyer (NOAA/NCEI), Franco Reseghetti (INGV), Viktor Gouretski (IAP/CAS) +Author: Zhetao Tan**^†^**(IAP/CAS), Xinyi Song**^†^** (IAP/CAS), Lijing Cheng (IAP/CAS), Rebecca Cowley (CSIRO), Huifeng Yuan (CNIC/CAS), Guilherme Castelao (SIO), Simona Simoncelli (INGV), Shoichi Kizu (Tohoku University), Ricardo Locarnini (NOAA/NCEI), Tim Boyer (NOAA/NCEI), Franco Reseghetti (INGV), Viktor Gouretski (IAP/CAS) + +**†:**These authors contributed equally to this work and share first authorship International Quality-controlled Ocean Database (*IQuOD*) @@ -28,13 +30,13 @@ NOAA National Centers for Environmental Information, United States. ## 1. Overview -**This algorithm, namely DC_OCEAN, aims at detecting the ocean *in-situ* duplicate profiles by reducing the computational intensity in a cost-effective way.** +**This algorithm, named DC_OCEAN, aims at detecting the ocean *in-situ* duplicate profiles by reducing the computational intensity in a cost-effective way.** It utilizes a 'profile summary score (PSS)' method, which assigns a numerical value to each profile using primary metadata (e.g., latitude, longitude, instrument types) and secondary data (e.g., sum of depth, sum of temperature, standard deviation of temperature in the profile). The core assumption of this algorithm is that if it's a duplicate pair, most of the metadata and observational data will be identical. -The duplicate checking algorithm can support various groups including IQuoD, IAP/CAS, WOD/NCEI, CODC etc. +The duplicate checking algorithm can support various groups including IQuOD, IAP/CAS, WOD/NCEI, CODC etc. The codes need to be run with Python 3. @@ -57,10 +59,8 @@ DC_OCEAN is an open-source Python library designed for detecting duplicate profi **The DC_OCEAN is composed of two main components:** * **The first component** involves the processing of metadata by calculating their corresponding PSS for each profile. These files are stored in the 'support' folder. - * **The second component** is the core program of DC_OCEAN, designed to determine whether potential duplicate pairs are real duplicates or not. - - +* **The first component includes a total of 2 scripts:** @@ -90,7 +90,7 @@ In short, there are 4 steps to run the DC_OCEAN (see Table 1). | :-------: | :-----------------------------------: | :----------------------------------------------------------: | | 1 | support/N00_Create_Profile_Summary_Score.py | Preprocess the metadata | | 2 | support/N01_Possible_Duplicate_Check.py | Utilize fourteen distinct screening criteria to calculate the Profile Summary Score and identify potential duplicate pairs. | -| 3 | Duplicate_Checker.py | Determine whether the potential duplicates in the results of Possible_Duplicate_check.py are the real duplicates or not by manually checking and automatic check. | +| 3 | Duplicate_Checker.py | Determine whether the possible duplicates in the results of Possible_Duplicate_check.py are the real duplicates or not by manually checking and automatic check. | | 4 | M00_Duplicate_Check_MAIN.py | The overall flow of duplicate check. **It is the entry for the duplicate check program.** | For more details and interpreation of the codes above, please refer to Song et al., 2024, Frontier in Marine Science. @@ -132,8 +132,6 @@ If you fail this step, you can manually install the package with the `DC_OCEAN-1 pip install DC_OCEAN-1.3.2-py3-none-any ``` - - **Step 2: Make a first and easiest QC test.** Here, we provide a **demo**. Now, you can make a first try with this test to check whether the DC_OCEAN package works well. @@ -230,20 +228,20 @@ CTD double data check: 0 150.000 150.000 0.000 2.5000 2.5000 0.0000 0.0000 200.000 200.000 0.000 1.3200 1.3200 0.0000 0.0000 300.000 300.000 0.000 0.6600 0.6600 0.0000 0.0000 -Duplicate result is: Near Duplicate +Duplicate result is: Possible Duplicate ``` Now, you can get started with DC_OCEAN! -##4. Logical flow of DC_OCEAN +### 4. Logical flow of DC_OCEAN -#### 4.1 support files to calculate the Profile Summary Score and potential duplicates list +#### 4.1 support files to calculate the Profile Summary Score and possible duplicates list In this step, we will pre-processes the profiles and metadata, using ASCII to convert character (string) variables into numerical values. This process generates the `../Input_files/Profile_Summary_Score_list.npz` file. You'll find three variables in this npz file: `PSS_series`, `filename_info`, and `variable_name`. ```shell cd /support -python python N00_Create_Profile_Summary_Score.py -i -o +python N00_Create_Profile_Summary_Score.py -i -o ``` The acceptable input parameters are as follows: @@ -266,13 +264,13 @@ python N00_Create_Profile_Summary_Score.py -i /Input_files/WOD18_sampl If return the following result, congratulations!! The first step works well. ``` -Processing file 1/1883: wod_007274912O.nc +Processing file 1/1000: wod_004181522O.nc .... .... -Processing file 1880/1883: wod_007275383O.nc -Processing file 1881/1883: wod_007274923O.nc -Processing file 1882/1883: wod_007274937O.nc -Processing file 1883/1883: wod_007275397O.nc +Processing file 997/1000: wod_007275482O.nc +Processing file 998/1000: wod_007275483O.nc +Processing file 999/1000: wod_007275484O.nc +Processing file 1000/1000: wod_007275485O.nc ****************************************************** The Profile Summary Score formatted file are output to current folder: \Input_files @@ -312,13 +310,13 @@ Running the Crude Screen check: the No.11 criteria check... Running the Crude Screen check: the No.12 criteria check... Running the Crude Screen check: the No.13 criteria check... Running the Crude Screen check: the No.14 criteria check... -The number of the potential duplicates pairs are: -('wod_007276168O.nc', 'wod_007276473O.nc') +The number of the possible duplicates pairs are: +('wod_007274512O.nc', 'wod_007274809O.nc') ... ... -('wod_007275019O.nc', 'wod_007275021O.nc') -('wod_007275041O.nc', 'wod_007276232O.nc') -The number of the possible duplicates pairs are: 258 +('wod_007274751O.nc', 'wod_007274809O.nc') +('wod_007274513O.nc', 'wod_007274515O.nc') +The number of the possible duplicates pairs are: 29 *************FINISHED**************** The possible duplicates list is stored in: \Input_files\sorted_unique_pairs_generic.txt @@ -327,7 +325,7 @@ Then, please run the MAIN files (M00_Duplicate_Check_MAIN.py) to determine wheth SUCCESSFULLY run the crude screen check!! ``` -Here, the potential duplicate pairs list is saved as `./Input_files/sorted_unique_pairs_generic.txt`, which can be easily opened using Excel for further examination. +Here, the possible duplicate pairs list is saved as `./Input_files/sorted_unique_pairs_generic.txt`, which can be easily opened using Excel for further examination. You can now go to the Section 4.2. @@ -358,13 +356,13 @@ This program aims to use the knowledge of physical oceanography and the expert e Using `DuplicateCheckeManual` in `Duplicate_Checker.py` enables a manual check, providing a side-by-side comparison of metadata information between potential duplicate and unduplicated profile data pairs. This facilitates a more precise determination of duplicates. -The manual check codes are storage in the main folder (`Duplicate_Checker.py`) at Line 79-131. +The manual check codes are storage in the main folder (`Duplicate_Checker.py`) at Line 88-129. ```python ''' - This program is used to determine whether the potential duplicate pairs quickly identified in the N02 step are actually duplicates, if so, output - the data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py - output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. + This program is used to determine whether the possible duplicates quickly identified in the N01 step are actually duplicated, and if so, output + input data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py + output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. ''' def duplicate_checke_manual(self, netCDF_filepath): while True: @@ -373,18 +371,6 @@ def duplicate_checke_manual(self, netCDF_filepath): file2=input('The second netCDF file name is: ').rstrip().lstrip() isOutput_detail = input("Output profile information or not(1: Yes; 0: No)") - # index_str=file1.rfind('_') - # date1=file1[index_str-14:index_str-6] - # year1=date1[0:4] - # month1=date1[4:6] - # path1=os.path.join(netCDF_filepath,year1,month1) - - # index_str=file2.rfind('_') - # date2=file2[index_str-14:index_str-6] - # year2=date2[0:4] - # month2=date2[4:6] - # path2=os.path.join(netCDF_filepath,year2,month2) - filepath1=os.path.join(netCDF_filepath,file1) filepath2=os.path.join(netCDF_filepath,file2) @@ -412,26 +398,25 @@ def duplicate_checke_manual(self, netCDF_filepath): > Please specify the ***netCDF_filepath*** to suit your specific case. We've provided a demo using WOD18 data in 1995 with netCDF format. You can download the compressed file [here](www.ocean.iap.ac.cn/) and then extract it to your local directory. - - -##### 4.2.2 Atuomatically check (DuplicateCheckeList) +##### 4.2.2 Automatically check (DuplicateCheckeList) The logical flow is consistent with Section 4.2.1, with the only difference being the modification of input and output formats. +The automatically check codes are storage in the main folder (`Duplicate_Checker.py`) at Line 137-231. + It should be noted that **the input of this code is sourced from the output in 4.1** ```python """ - This program is used to determine whether the potential duplicate pairs quickly identified in the N01 step are actually duplicated, and if so, output - input data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py - output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. + This program is used to determine whether the possible duplicates quickly identified in the N01 step are actually duplicated, and if so, output + input data: the txt file output from the ./support/N01_Possible_Duplicate_Check.py + output: two txt files: the duplicated list and the non-duplicated list. These two files can be opened by using Excel etc. """ def duplicate_checke_multiple(self,netCDF_filepath,potential_txt_path): - ### Read potential_files_txt + ### Read possible_files_txt potential_files_list=self.read_potential_txt(potential_txt_path) - # script_directory = os.path.dirname(potential_txt_path) script_directory, _filename = os.path.split(potential_txt_path) @@ -455,23 +440,8 @@ def duplicate_checke_multiple(self,netCDF_filepath,potential_txt_path): # isOutput_detail = input("Output profile information or not(1: Yes; 0: No)") isOutput_detail='0' - # index_str=file1.rfind('_') - # date1=file1[index_str-14:index_str-6] - # year1=date1[0:4] - # month1=date1[4:6] - # day1=date1[6:8] - # path1=os.path.join(netCDF_filepath,year1,month1) - - # index_str=file2.rfind('_') - # date2=file2[index_str-14:index_str-6] - # year2=date2[0:4] - # month2=date2[4:6] - # day2=date2[6:8] - # path2=os.path.join(netCDF_filepath,year2,month2) - filepath1=os.path.join(netCDF_filepath,file1) filepath2=os.path.join(netCDF_filepath,file2) - #print(filepath1) ### Read the first netCDF file data try: @@ -560,8 +530,6 @@ Table 2 presents the variables saved in the `*.txt` files and their correspondin The above data files can be viewed and modified using Excel. - - ## 5. Getting Started with DC_OCEAN Here, we will use some *in-situ* observational profiles in 1995 downloaded from the World Ocean Database (WOD18) to run the DC_OCEAN, aiming to detect the potential duplicate profiles within this dataset. These netCDF files are stored in `/Input_files/WOD18_sample_1995` @@ -593,8 +561,6 @@ Update Profile Summary Score list or not(1: Yes (default); 0: No): 1 Then, it will automatically running all supporting files (`N00_Create_Profile_Summary_Score.py` and `N01_Possible_Duplicate_Check.py`). The output files are the duplicate and non-duplicate lists (test files) saved in the default output directory. - - **Example #2:** To customize mode parameters with different input and output path: ```shell @@ -615,7 +581,7 @@ The first netCDF file name is:wod_007274512O.nc The second netCDF file name is: wod_007274809O.nc ``` -choose whether you want to output the comparasion information (1-yes; 0: no): +choose whether you want to output the comparison information (1: yes; 0: no): ``` Output profile information or not(1: Yes; 0: No): 1 @@ -623,8 +589,6 @@ Output profile information or not(1: Yes; 0: No): 1 Then, it will output the results similar as Section 3. - - **Example #3:** One can customize parameters as needed: ``` @@ -634,8 +598,6 @@ python M00_Duplicate_Check_MAIN.py -i /path/to/input -o /path/to/output -m 0 In this example, the input directory and output directory **are entered via argument passing.** - - ## 6. Notes for WOD18 netCDF format In this algorithm, the input data and the data format **is** WOD18 (World Ocean Database 2018) single netCDF file format. The format can be referenced [here](https://www.ncei.noaa.gov/access/world-ocean-database/wod-codes.html#second). The variables we used are shown in Table 3. @@ -672,8 +634,6 @@ Here, we also provide a *.cdl file [here](https://github.com/IQuOD/duplicated_ch | Ocean_Vehicle | Ocean vehicle | char | | Institute | name of institute which collected data | char | - - The *.cdl file is attached here: ```shell @@ -809,8 +769,6 @@ variables: ``` - - ## 7. References For more information about the DC_OCEAN, please refer to the documents or links below: @@ -860,3 +818,5 @@ If you have any questions, suggestions, find any bugs, or you're interested in f * May 2024: Issued DC_OCEAN Python package (v1.2) * July 2024: Code encapsulation and framework enhancement, issue DC_OCEAN Python package (v1.3.1) * September 2024: Paper (Song et al., 2024) published in the Frontier in Marine Sciences; Issue the DC_OCEAN Python package (v.1.3.3) +* November 2024: Update code to v.1.3.4 +