From 96666944bc7d069893c63a5e9f95d1bb32635d2d Mon Sep 17 00:00:00 2001 From: Luke Marsden Date: Fri, 8 Mar 2024 15:13:46 +0100 Subject: [PATCH] Update documentation --- ...ing_multiple_cfnetcdf_files_in_one_go.html | 29 +++++-- ...ng_multiple_cfnetcdf_files_in_one_go.ipynb | 75 ++++++++++++++----- searchindex.js | 2 +- 3 files changed, 83 insertions(+), 23 deletions(-) diff --git a/06_creating_multiple_cfnetcdf_files_in_one_go.html b/06_creating_multiple_cfnetcdf_files_in_one_go.html index 5a34632..e042de5 100644 --- a/06_creating_multiple_cfnetcdf_files_in_one_go.html +++ b/06_creating_multiple_cfnetcdf_files_in_one_go.html @@ -390,6 +390,25 @@

Contents

06: Creating multiple CF-NetCDF files in one go#

+
+
+
from IPython.display import YouTubeVideo
+YouTubeVideo('TjL23unMMWI')
+
+
+
+
+
+ +
+

In some cases, people will choose to break down their data into multiple smaller netcdf files that they will publish in a single data collection. There are a number of good reasons to do this.

" ], "text/plain": [ "\n", @@ -453,7 +494,7 @@ " station_name: S1" ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -558,7 +599,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "c992fa4c", "metadata": {}, "outputs": [ @@ -596,7 +637,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "3dcb8936", "metadata": {}, "outputs": [ @@ -634,7 +675,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "9a091c34", "metadata": {}, "outputs": [ @@ -678,7 +719,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "65a9807f", "metadata": { "scrolled": true @@ -728,7 +769,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "d0f2c7a2", "metadata": {}, "outputs": [ @@ -776,7 +817,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "171cb826", "metadata": {}, "outputs": [ @@ -827,7 +868,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "d63b5e29", "metadata": {}, "outputs": [ @@ -873,7 +914,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "7b243405", "metadata": {}, "outputs": [], diff --git a/searchindex.js b/searchindex.js index bba5759..795e158 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["01_opening_and_understanding", "02_creating_plots", "03_extracting_data_to_different_formats", "04_creating_a_cfnetcdf_file", "05_how_to_structure_your_NetCDF_file_or_files", "06_creating_multiple_cfnetcdf_files_in_one_go", "07_combing_data_from_multiple_netcdf_files", "08_ancillary_variables", "09_cells_and_cell_methods", "10_netcdf_files_with_groups", "intro"], "filenames": ["01_opening_and_understanding.ipynb", "02_creating_plots.ipynb", "03_extracting_data_to_different_formats.ipynb", "04_creating_a_cfnetcdf_file.ipynb", "05_how_to_structure_your_NetCDF_file_or_files.ipynb", "06_creating_multiple_cfnetcdf_files_in_one_go.ipynb", "07_combing_data_from_multiple_netcdf_files.ipynb", "08_ancillary_variables.ipynb", "09_cells_and_cell_methods.ipynb", "10_netcdf_files_with_groups.ipynb", "intro.md"], "titles": ["01: Opening and understanding", "02: Creating Plots", "03: Extracting data to different formats", "04: Creating a CF-NetCDF file", "05: How to structure you NetCDF file or files", "06: Creating multiple CF-NetCDF files in one go", "07: Combining data from multiple netcdf files", "08: Ancillary variables", "09: Cells and cell methods", "10: NetCDF files with groups", "NetCDF in Python: From beginner to pro"], "terms": {"In": [0, 2, 3, 4, 5, 6, 7, 8, 9], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "notebook": [0, 2, 4, 5, 6], "we": [0, 1, 2, 5, 6, 7, 8, 9], "go": [0, 1, 3, 4, 6, 10], "through": [0, 1, 2, 3, 4], "how": [0, 1, 2, 3, 6, 7, 8, 9, 10], "netcdf": [0, 1, 2, 7, 8], "file": [0, 2, 7, 8, 10], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8], "python": [0, 1, 3, 4, 5, 6], "also": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10], "try": [0, 1, 2, 3, 4, 6], "extract": [0, 3, 5, 6, 10], "metadata": [0, 1, 4, 5, 7, 8], "firstli": [0, 1, 3, 4, 5], "let": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "s": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "modul": [0, 3, 4], "work": [0, 2, 3, 4, 5, 6, 7, 10], "xarrai": [0, 1, 2, 4, 5, 6, 7, 8, 9], "xr": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "For": [0, 1, 2, 3, 4, 5, 6, 7], "object": [0, 1, 2, 4, 6, 8], "have": [0, 1, 2, 5, 6, 7, 10], "you": [0, 1, 2, 3, 5, 6, 7, 9, 10], "heard": [0, 4], "run": [0, 3], "cell": [0, 3, 6, 9], "below": [0, 1, 3, 4, 5, 6, 8, 10], "which": [0, 2, 3, 4, 5, 6, 7], "stand": 0, "sourc": [0, 5], "project": [0, 1, 2, 3, 4, 5, 6], "network": [0, 1, 2, 4], "access": [0, 1, 2, 4, 5, 6], "protocol": [0, 1], "make": [0, 1, 3, 4, 5, 6, 7, 8, 10], "easier": [0, 2, 3, 4, 6], "share": 0, "scientif": [0, 7], "over": [0, 1, 2, 3, 4], "internet": 0, "One": [0, 2, 3, 4, 5], "advantag": [0, 3, 4], "don": [0, 2, 3, 4, 6, 7], "t": [0, 1, 2, 3, 4, 6, 7], "need": [0, 1, 2, 3, 4, 5, 6, 7, 8], "download": [0, 4, 6], "them": [0, 1, 2, 3, 4, 5, 7, 10], "netcdf_fil": [0, 1, 2, 3, 5, 9], "http": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "opendap1": [0, 1, 2, 6], "nodc": [0, 1, 2, 6], "physic": [0, 2, 6], "point": [0, 1, 2, 5, 6, 8], "cruis": [0, 1, 4, 6], "nansen_legaci": [0, 1, 2, 6], "single_profil": [0, 2, 6], "nmdc_nansen": [0, 2, 6], "legacy_pr_ct_58us_2021708": [0, 2, 6], "ctd_station_p1_nleg01": [0, 2, 6], "1_": [0, 2, 6], "_nansen_legacy_cruise_": [0, 2, 6], "_2021_joint_cruise_2": [0, 2, 6], "1": [0, 1, 3, 4, 5, 6, 7, 8, 9], "nc": [0, 1, 2, 3, 5, 6], "xrd": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "open_dataset": [0, 1, 2, 6, 9], "lt": [0, 1, 2, 3, 4, 5, 6, 7, 8], "dataset": [0, 1, 2, 4, 5, 6, 7, 8], "gt": [0, 1, 2, 3, 4, 5, 6, 7, 8], "pre": [0, 2, 3, 6], "320": [0, 2], "coordin": [0, 1, 2, 4, 5, 6, 7, 8], "float32": [0, 1, 2, 3, 6], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "3": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "4": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "317": [0, 1, 2], "318": [0, 2], "319": [0, 2, 6], "12": [0, 1, 2, 3, 4, 5, 6, 8], "33": [0, 1, 2, 3, 4, 6], "pres_qc": [0, 2, 6], "temp": [0, 1, 2, 4, 6], "psal": [0, 2, 6], "flu2": [0, 2, 6], "cndc": [0, 2, 6], "den": [0, 2, 6], "oxyocpvl": [0, 2, 6], "1_qc": [0, 2, 6], "spar_qc": [0, 2, 6], "par_qc": [0, 2, 6], "2_qc": [0, 2, 6], "attnzs01_qc": [0, 2, 6], "73": [0, 2, 3, 4, 5, 6], "qc_manual": [0, 2, 6], "recommend": [0, 2, 3, 4, 6, 8], "situ": [0, 1, 2, 6], "Near": [0, 2, 6], "re": [0, 2, 6], "contact": [0, 2, 6], "datahjelp": [0, 1, 2, 6], "hi": [0, 2, 6], "distribution_stat": [0, 2, 6], "These": [0, 1, 2, 3, 4, 6], "ar": [0, 1, 2, 4, 5, 6, 7, 8, 10], "public": [0, 1, 2, 6], "free": [0, 2, 6], "charg": [0, 2, 6], "naming_author": [0, 1, 2, 3, 5, 6], "uni": [0, 1, 2, 3, 6], "licens": [0, 2, 3, 5, 6], "creativecommon": [0, 2, 3, 5, 6], "org": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "data_assembly_cent": [0, 2, 6], "imr": [0, 1, 2, 6], "station_nam": [0, 2, 5, 6], "p1": [0, 2], "nleg01": [0, 2], "_ncproperti": [0, 1, 2, 6], "version": [0, 1, 2, 3, 6], "6": [0, 1, 2, 3, 4, 6, 7, 8], "hdf5": [0, 1, 2, 6], "10": [0, 1, 2, 4, 5, 6, 7, 8], "5": [0, 1, 2, 3, 4, 5, 6, 7, 8], "date_cr": [0, 1, 2, 3, 5], "2022": [0, 1, 2, 3, 6], "08": [0, 1, 2, 3, 4, 6], "08t12": [0, 2, 6], "44": [0, 2, 4, 6], "34z": [0, 2], "doi": [0, 1, 2, 4, 6], "21335": [0, 1, 2, 6], "nmdc": [0, 1, 2, 6], "2085836005": [0, 2, 6], "p1_nleg01": [0, 2], "titl": [0, 1, 2, 3, 5, 6], "_nansen_legacy_": [0, 2], "metadata_link": [0, 2, 6], "datasetdimens": [0, 1, 2, 3, 4, 5, 6, 7, 8], "320coordin": [0, 2], "float321": [0, 2], "0axi": [0, 1, 2, 6], "zuncertainti": [0, 2, 6], "comment": [0, 1, 2, 6], "ancillary_vari": [0, 2, 6, 7], "pres_qcstandard_nam": [0, 2, 6], "sea_water_pressurelong_nam": [0, 2, 5, 6], "sea": [0, 1, 2, 3, 4, 5, 6, 7, 8], "pressureunit": [0, 2, 5, 6], "dbarposit": [0, 2, 6], "downdata_mod": [0, 2, 6], "dcoverage_content_typ": [0, 2, 6], "physicalmeasurementarrai": [0, 2, 3, 5, 6, 7, 8], "dtype": [0, 1, 2, 3, 4, 5, 6, 7, 8], "convent": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "copernicu": [0, 2, 6], "marin": [0, 1, 2, 6], "refer": [0, 1, 2, 6, 7], "tabl": [0, 1, 2, 3, 6, 7], "2valid_min": [0, 2, 6], "0valid_max": [0, 1, 2, 6], "9flag_valu": [0, 2, 6], "7": [0, 1, 2, 3, 4, 5, 6, 7, 8], "8": [0, 1, 2, 3, 4, 6, 7, 8], "9": [0, 2, 3, 4, 6, 7, 8], "flag_mean": [0, 2, 6, 7], "no_qc_perform": [0, 2, 6, 7], "good_data": [0, 2, 6, 7], "probably_good_data": [0, 2, 6, 7], "bad_data_that_are_potentially_correct": [0, 2, 6, 7], "bad_data": [0, 2, 6, 7], "value_chang": [0, 2, 6, 7], "value_below_detect": [0, 2, 6, 7], "nominal_valu": [0, 2, 6, 7], "interpolated_valu": [0, 2, 6, 7], "missing_valuelong_nam": [0, 2, 6], "pressur": [0, 2, 5, 6], "qualiti": [0, 2, 5, 6], "flag": [0, 2, 6], "valu": [0, 1, 2, 3, 4, 5, 6, 7, 8], "standard_nam": [0, 1, 2, 3, 5, 6, 7, 8], "sea_water_temperaturelong_nam": [0, 2, 3, 5, 6], "temperatureunit": [0, 2, 6], "degrees_cvalid_min": [0, 2, 6], "5valid_max": [0, 1, 2, 6], "40": [0, 1, 2, 4, 5, 6, 7], "0ancillary_vari": [0, 2, 6], "temp_qc": [0, 2, 6], "data_mod": [0, 2, 6], "physicalmeasur": [0, 1, 2, 3, 5, 6, 7, 8], "sea_water_practical_salinitylong_nam": [0, 2, 6], "practic": [0, 2, 3, 4, 5, 6], "salinityunit": [0, 2, 6], "001valid_min": [0, 2, 6], "41": [0, 2, 3, 4, 6], "psal_qc": [0, 2, 6], "mass_concentration_of_chlorophyll_a_in_sea_waterlong_nam": [0, 1, 2, 3, 6, 7], "chlorophyl": [0, 1, 2, 6, 7], "fluorescenceunit": [0, 2, 6], "mg": [0, 2, 6], "m": [0, 1, 2, 3, 4, 5, 6, 8], "3valid_min": [0, 2, 6], "100": [0, 2, 3, 4, 6], "flu2_qc": [0, 2, 6], "rcomment": [0, 2, 6], "fluoresc": [0, 2, 6], "wet": [0, 2, 6], "lab": [0, 2, 6], "eco": [0, 2, 6], "afl": [0, 2, 6], "fl": [0, 2, 6], "coverage_content_typ": [0, 2, 3, 5, 6, 7, 8], "sea_water_electrical_conductivitylong_nam": [0, 2, 6], "electr": [0, 2, 6], "conductivityunit": [0, 2, 6], "1valid_min": [0, 2, 6], "50": [0, 1, 2, 3, 4, 5, 6, 7], "cndc_qc": [0, 2, 6], "sea_water_sigma_thetalong_nam": [0, 2, 6], "densiti": [0, 2, 6], "sigma": [0, 2, 6], "theta": [0, 2, 6], "unit": [0, 1, 2, 3, 5, 6, 7, 8], "kg": [0, 2, 6], "20": [0, 1, 2, 3, 4, 6, 7, 8], "dens_qc": [0, 2, 6], "svel": [0, 2, 6], "speed_of_sound_in_sea_waterlong_nam": [0, 2, 6], "sound": [0, 2, 4, 6], "velocityunit": [0, 2, 6], "1000": [0, 2, 4, 6], "svel_qc": [0, 2, 6], "veloc": [0, 2, 6], "chen": [0, 2, 6], "millero": [0, 2, 6], "ccomd003": [0, 2, 6], "concentration_of_colored_dissolved_organic_matter_in_sea_water_expressed_as_equivalent_mass_fraction_of_quinine_sulfate_dihydratelong_nam": [0, 2, 6], "cdom": [0, 2, 6], "gelbstoff": [0, 2, 6], "per": [0, 2, 5, 6, 8], "volum": [0, 1, 2, 6, 7], "water": [0, 1, 2, 4, 5, 6, 7], "bodi": [0, 2, 6], "fluorometerunit": [0, 2, 6], "ccomd003_qc": [0, 2, 6], "dox1": [0, 2, 6], "volume_fraction_of_oxygen_in_sea_waterlong_nam": [0, 2, 6], "dissolv": [0, 2, 6], "oxygenunit": [0, 2, 6], "ml": [0, 2, 6], "l": [0, 1, 2, 6, 7], "oxygen": [0, 2, 6], "sbe": [0, 2, 6], "43": [0, 2, 4, 6], "ws": [0, 2, 6], "2coverage_content_typ": [0, 2, 6], "dox2": [0, 2, 6], "moles_of_oxygen_per_unit_mass_in_sea_waterlong_nam": [0, 2, 6], "302": [0, 1, 2, 6], "265mol": [0, 2, 6], "sbox0mm": [0, 2, 6], "kgcoverage_content_typ": [0, 2, 6], "conduct": [0, 2, 6], "x27": [0, 1, 2, 3, 4, 5, 6, 7, 8], "342": [0, 1, 2, 6], "200": [0, 1, 2, 6], "231long_nam": [0, 2, 6], "raw": [0, 2, 6], "signal": [0, 2, 6], "voltag": [0, 2, 6], "instrument": [0, 2, 5, 6], "output": [0, 2, 4, 6], "sensounit": [0, 2, 6], "vvalid_min": [0, 2, 6], "43coverage_content_typ": [0, 2, 6], "spar": [0, 2, 6], "photosynthet": [0, 2, 6], "activ": [0, 2, 6], "radiationunit": [0, 2, 6], "316": [0, 2, 6], "274mol": [0, 2, 6], "10000": [0, 2, 6], "surfac": [0, 1, 2, 4, 6], "irradiancecoverage_content_typ": [0, 2, 6], "par": [0, 2, 6], "irradi": [0, 2, 6], "biospher": [0, 2, 6], "licorcoverage_content_typ": [0, 2, 6], "salin": [0, 2, 3, 5, 6, 8], "psu": [0, 2, 5, 6], "temperatur": [0, 1, 2, 3, 4, 5, 6], "ITS": [0, 2, 6], "68": [0, 2, 4, 5, 6], "deg": [0, 2, 6], "c": [0, 2, 6], "attnzs01": [0, 2, 6], "transmissomet": [0, 2, 6], "calibr": [0, 2, 6], "zero": [0, 2, 6], "clear": [0, 2, 3, 4, 6], "waterunit": [0, 2, 5, 6], "valid_min": [0, 2, 6, 7], "beam": [0, 2, 6], "transmiss": [0, 2, 6], "star": [0, 2, 6], "fluoromet": [0, 2, 6], "senso": [0, 2, 6], "radiat": [0, 2, 6], "index": [0, 1, 2, 3, 4, 5, 6, 7, 8], "prespandasindexpandasindex": [0, 2, 6], "311": [0, 2, 6], "312": [0, 1, 2], "313": [0, 2], "314": [0, 2], "315": [0, 2, 6], "name": [0, 1, 2, 3, 4, 5, 6, 7, 8], "length": [0, 1, 2, 3, 4, 6, 7], "real": [0, 2, 6], "time": [0, 1, 2, 6, 7, 8], "control": [0, 2, 5, 6], "13155": [0, 2, 6], "36230contact": [0, 2, 6], "nodistribution_stat": [0, 2, 6], "user": [0, 2, 3, 4, 5, 6, 7, 9, 10], "assum": [0, 2, 3, 6, 8], "all": [0, 1, 2, 3, 4, 5], "risk": [0, 2, 6], "must": [0, 2, 3, 6], "displai": [0, 1, 2, 3, 4, 6], "citat": [0, 1, 2, 4, 6], "ani": [0, 2, 3, 4, 5, 6, 7, 8, 9], "product": [0, 2, 6], "pi": [0, 2, 6], "prior": [0, 2, 6], "commerci": [0, 2, 6], "unislicens": [0, 2, 6], "imrupdate_interv": [0, 2, 6], "voidarea": [0, 2, 6], "arctic": [0, 2, 3, 6], "oceanauthor": [0, 2, 6], "cf": [0, 1, 2, 4, 6, 7, 8, 10], "acdd": [0, 1, 2, 3, 4, 5, 6, 7, 10], "oceansit": [0, 2, 6, 7], "manual": [0, 2, 3, 5, 6, 7], "4data_mod": [0, 2, 6], "mcomment": [0, 2, 6], "descend": [0, 2, 6], "ctd": [0, 1, 4, 5, 6], "profilehistori": [0, 2, 6], "creat": [0, 2, 4, 6, 7, 8, 10], "51z": [0, 2, 6], "librari": [0, 1, 2, 6], "pythonnetcdf_vers": [0, 2, 6], "classic": [0, 2, 6, 9], "modelquality_index": [0, 2, 6], "aquality_control_ind": [0, 2, 6], "0publisher_nam": [0, 2, 6], "elisabeth": [0, 2, 6], "jonespublisher_email": [0, 2, 6], "nowmo_platform_cod": [0, 2, 6], "ices_platform_cod": [0, 2, 6], "site_cod": [0, 2, 6], "bottom_depth": [0, 2, 6], "wmo_inst_typ": [0, 2, 6], "geospatial_vertical_posit": [0, 2, 6], "downplatform_cod": [0, 2, 6], "58usplatform_nam": [0, 2, 6], "kronprin": [0, 2, 6], "haakonsourc": [0, 2, 6], "research": [0, 1, 2, 6], "vesselinstitution_countri": [0, 2, 6], "norwaysource_platform_category_cod": [0, 2, 6], "31data_typ": [0, 2, 6], "vertic": [0, 2, 3, 4, 6, 8], "profilecdm_data_typ": [0, 2, 6], "profileinstru": [0, 2, 6], "seabirdkeyword": [0, 2, 6], "earth": [0, 1, 2, 6], "scienc": [0, 1, 2, 6, 7], "ocean": [0, 1, 2, 6], "optic": [0, 2, 6], "acoust": [0, 2, 6], "conductivitykeywords_vocabulari": [0, 2, 6], "gcmd": [0, 1, 2, 6], "keywordsid": [0, 2, 6], "legacy_pr_ct_58us_2021708_p1_": [0, 2], "time_coverage_start": [0, 2, 3, 5, 6], "2021": [0, 1, 2, 6], "07": [0, 1, 2, 9], "14t08": [0, 2], "14": [0, 2, 3, 4, 6, 8], "43ztime_coverage_end": [0, 2], "43zdate_upd": [0, 2], "51zgeospatial_lat_min": [0, 2, 6], "76": [0, 2, 4, 6], "0geospatial_lat_max": [0, 2], "0geospatial_lon_min": [0, 2], "31": [0, 2, 3, 4, 5, 6], "2197geospatial_lon_max": [0, 2], "2197geospatial_vertical_min": [0, 2], "0geospatial_vertical_max": [0, 1, 2, 6], "321": [0, 2, 6], "0citat": [0, 2, 6], "were": [0, 2, 3, 4, 5, 6], "collect": [0, 1, 2, 3, 4, 5, 6], "made": [0, 2, 4, 6], "freeli": [0, 2, 6], "avail": [0, 1, 2, 4, 6], "nansen": [0, 1, 2, 6], "legaci": [0, 1, 2, 6], "program": [0, 2, 6], "contribut": [0, 2, 4, 6], "The": [0, 1, 2, 3, 4, 5, 6, 7, 10], "rcn": [0, 1, 2, 6], "276730": [0, 1, 2, 6], "2085836005featuretyp": [0, 2, 6], "profilesummari": [0, 2, 6], "joint": [0, 1, 2, 6], "address": [0, 2, 4, 6], "packag": [0, 2, 6, 9], "driver": [0, 2, 6], "foci": [0, 2, 6], "human": [0, 2, 4, 6], "impact": [0, 2, 6], "live": [0, 2, 6], "barent": [0, 2, 6], "along": [0, 2, 6], "transect": [0, 2, 6], "within": [0, 2, 3, 4, 6, 8], "ic": [0, 2, 6], "focuss": [0, 2, 6], "compar": [0, 2, 6], "state": [0, 2, 3, 6, 7, 8], "chemic": [0, 2, 6], "biolog": [0, 2, 6], "condit": [0, 2, 6], "southern": [0, 2, 6], "northern": [0, 2, 6], "part": [0, 1, 2, 4, 6], "studi": [0, 2, 6], "area": [0, 2, 5, 6], "publish": [0, 3, 5, 6, 7, 8, 10], "whole": [0, 2, 3, 6], "chang": [0, 1, 2, 6], "pi_nam": [0, 1, 2], "elizabeth": [0, 2], "jonesinstitut": [0, 2], "institut": [0, 1, 2, 3, 5, 6], "researchinstitution_edmo_cod": [0, 2, 6], "1351institution_refer": [0, 2, 6], "www": [0, 1, 2, 3, 6, 7], "hicreator_institut": [0, 2], "researchcreator_nam": [0, 2, 6], "jonescreator_typ": [0, 2, 6], "personcreator_email": [0, 2, 6], "nocreator_url": [0, 1, 2, 6], "hipublish": [0, 2, 6], "norwegian": [0, 1, 2, 3, 6], "centr": [0, 1, 2, 3, 4, 5, 6], "nmd": [0, 2, 6], "publisher_url": [0, 2, 3, 5, 6], "hiacknowledg": [0, 2, 6], "fund": [0, 1, 2, 6], "council": [0, 1, 2, 6], "norwai": [0, 2, 6], "inform": [0, 1, 2, 3, 6, 7, 8], "about": [0, 2, 3, 5, 6, 7, 10], "process": [0, 1, 2, 3, 4, 5, 6], "pleas": [0, 1, 2, 6], "luke": [0, 1, 2, 3, 6], "marsden": [0, 1, 2, 3, 6], "nleg": [0, 2, 6], "nocruisenumb": [0, 2, 6], "2021708cruisenam": [0, 2, 6], "1geospatial_vertical_unit": [0, 2, 6], "dbargeospatial_vertical_resolut": [0, 2, 6], "dbarpi_email": [0, 2, 6], "jone": [0, 2], "nopi_institut": [0, 2, 6], "researchstation_nam": [0, 2], "5date_cr": [0, 2], "34zdoi": [0, 2], "1titl": [0, 2], "1metadata_link": [0, 2], "break": [0, 5, 6], "down": [0, 3, 5, 6, 7, 8], "what": [0, 1, 2, 3, 5, 6, 8], "see": [0, 1, 2, 3, 4, 7, 9], "abov": [0, 1, 2, 3, 4, 6], "A": [0, 1, 2, 3, 6, 7, 8], "like": [0, 3, 4, 5, 6, 8], "one": [0, 2, 3, 4, 6, 8, 9, 10], "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "broken": 0, "compon": 0, "sometim": [0, 2, 4, 8], "thei": [0, 2, 3, 4, 5, 6, 8], "separ": [0, 2, 4, 5, 6, 7], "here": [0, 1, 2, 3, 4, 5, 7, 8, 10], "differ": [0, 3, 4, 6, 7, 10], "softwar": [0, 3], "might": [0, 2, 3, 4, 5, 6, 7, 8], "togeth": [0, 1, 2, 4, 5, 6], "now": [0, 1, 2, 3, 4, 5, 6, 7, 8], "closer": 0, "look": [0, 1, 2, 4, 5, 6, 7, 8, 9], "each": [0, 1, 2, 3, 4, 6, 7, 8], "start": [0, 1, 2, 3, 5, 8, 9], "bottom": 0, "describ": [0, 3, 4, 5, 6, 7], "dictionari": [0, 3, 5, 6, 8], "attr": [0, 3, 5, 6, 7, 8], "36230": 0, "update_interv": 0, "void": 0, "author": [0, 3, 4], "profil": [0, 1, 2, 5, 6], "histori": [0, 2, 3, 5], "netcdf_vers": [0, 2], "model": [0, 4, 8], "quality_index": 0, "quality_control_ind": 0, "publisher_nam": [0, 1, 3, 5], "publisher_email": [0, 1, 2, 3, 5], "wmo_platform_cod": 0, "platform_cod": 0, "58u": 0, "platform_nam": 0, "haakon": 0, "vessel": 0, "institution_countri": 0, "source_platform_category_cod": 0, "data_typ": 0, "cdm_data_typ": 0, "seabird": 0, "keyword": [0, 1, 3, 5], "keywords_vocabulari": [0, 1, 3, 5], "id": [0, 1, 2, 3, 5], "43z": 0, "time_coverage_end": [0, 3, 5], "date_upd": 0, "geospatial_lat_min": [0, 3, 5, 6], "geospatial_lat_max": [0, 3, 5], "geospatial_lon_min": [0, 3, 5, 6], "2197": 0, "geospatial_lon_max": [0, 3, 5], "geospatial_vertical_min": 0, "geospatial_vertical_max": 0, "featuretyp": [0, 2, 5], "summari": [0, 1, 2, 3, 5], "institution_edmo_cod": 0, "1351": 0, "institution_refer": 0, "creator_institut": [0, 3, 5], "creator_nam": [0, 1, 2, 3, 5], "creator_typ": [0, 2, 3, 5], "person": [0, 2, 3, 4, 5], "creator_email": [0, 2, 3, 5], "creator_url": [0, 2, 3, 5], "acknowledg": [0, 1, 2], "cruisenumb": [0, 1], "2021708": [0, 1], "cruisenam": [0, 1], "geospatial_vertical_unit": 0, "dbar": [0, 2, 5, 6], "geospatial_vertical_resolut": [0, 6], "pi_email": [0, 1, 6], "pi_institut": [0, 1, 6], "sinc": [0, 3, 8, 9], "singl": [0, 1, 2, 3, 4, 6], "call": [0, 1, 6, 8, 9], "kei": [0, 3, 5, 6, 8], "interest": [0, 4, 5, 6, 10], "probabl": 0, "most": [0, 2, 3, 4, 5, 6, 9], "becaus": [0, 2, 4, 8, 10], "tell": [0, 3, 7], "machin": [0, 3, 4, 7, 8], "interpret": [0, 1, 3, 4], "rest": [0, 4, 6], "find": [0, 2, 3, 4, 5, 6, 7, 9], "cfconvent": [0, 3, 4, 7, 8, 10], "html": [0, 3, 4, 6, 7, 8, 9], "set": [0, 1, 4, 5, 6, 9], "standard": [0, 1, 2, 3, 5, 7], "defin": [0, 3, 8], "should": [0, 2, 3, 4, 5, 6, 7, 10], "structur": [0, 3, 5, 10], "document": 0, "link": [0, 1, 2, 3, 4, 5, 6], "extens": [0, 2], "aim": [0, 2, 4], "provid": [0, 1, 2, 3, 4, 5, 7, 8], "standardis": [0, 3, 7], "wai": [0, 3, 4, 5, 7], "organis": 0, "mani": [0, 1, 2, 3, 4], "type": [0, 1, 2, 3, 4, 6, 7], "read": [0, 3, 4, 5, 7], "your": [0, 1, 6, 7, 8, 9, 10], "place": [0, 3, 4, 10], "want": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "know": [0, 2, 3, 4, 6, 10], "encod": [0, 3, 4, 5, 6, 7, 8], "certain": [0, 2, 4, 5, 6, 10], "howev": [0, 1, 2, 4, 5, 6, 7, 9, 10], "light": [0, 3], "discoveri": [0, 1, 2, 3, 4, 5, 10], "exampl": [0, 1, 2, 4, 5, 6, 8], "when": [0, 2, 3, 4, 6], "where": [0, 2, 3, 5, 7], "whom": [0, 3], "etc": [0, 3], "so": [0, 1, 2, 3, 4, 7, 8], "wiki": [0, 3, 10], "esipf": [0, 3, 10], "attribute_convention_for_data_discovery_1": [0, 3, 10], "case": [0, 2, 3, 4, 5, 6, 7, 8], "out": [0, 1, 2, 4, 10], "mean": [0, 4, 7, 8], "visit": 0, "page": [0, 1, 4], "descript": [0, 3], "There": [0, 1, 3, 4, 5, 6, 7], "other": [0, 3, 4, 5], "someon": [0, 4], "includ": [0, 2, 3, 4, 5, 6, 7, 8, 9], "onlin": [0, 1], "alwai": [0, 3, 4], "follow": [0, 1, 2, 3, 4, 5, 6, 7, 9], "minimum": [0, 4, 5, 6, 8], "who": [0, 3, 4, 5, 6, 10], "relev": [0, 2, 4], "section": [0, 1, 2, 3, 4, 7], "sure": [0, 1, 3, 4, 7, 10], "compli": 0, "valid": [0, 1, 2, 3], "compliant": [0, 3, 4, 5, 10], "befor": [0, 1, 2, 3, 5], "complianc": [0, 3], "ioo": [0, 3], "By": [0, 2], "creator": [0, 4, 5], "abl": [0, 4, 10], "same": [0, 3, 4, 7], "itself": 0, "neccessarili": [0, 5, 6], "fair": [0, 2, 3, 10], "could": [0, 2, 3, 4, 5, 6, 7, 8], "To": [0, 4, 5], "onli": [0, 1, 2, 4, 5, 6, 8, 9], "do": [0, 1, 2, 3, 4, 5, 6], "dim": [0, 6], "frozenmappingwarningonvaluesaccess": [], "ha": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10], "shape": [0, 3], "size": [0, 3, 4], "though": 0, "nan": [0, 1, 2, 3, 4, 6, 7], "more": [0, 1, 3, 4, 5, 6, 7, 8, 10], "80": [0, 2, 3, 4, 5, 6], "second": [0, 2, 3, 8], "2d": [0, 4, 8], "arrai": [0, 1, 4, 6, 7, 8], "x": [0, 1, 6], "individu": [0, 2, 4, 5, 6], "tmp": [], "ipykernel_7602": [], "304843689": [], "py": [6, 9], "futurewarn": [], "return": [4, 6, 8], "futur": 4, "order": [3, 7], "consist": [2, 3, 4], "dataarrai": [0, 3, 7], "map": [4, 5, 6], "store": [0, 3, 4, 5, 6, 7, 9], "usual": 0, "respect": [0, 8], "recap": 0, "grid": [0, 1, 2, 8], "whilst": [0, 3], "those": [0, 3, 5, 10], "onc": [0, 3], "coord": [0, 3, 4, 5, 7, 8], "given": [0, 6], "first": [0, 2, 3, 4, 5, 6, 8], "bracket": 0, "contain": [0, 2, 3, 4, 6], "seen": 0, "third": 0, "format": [0, 3, 5, 6, 9, 10], "float64": [0, 1, 2, 3, 4, 5, 7, 8], "decim": [0, 3], "list": [0, 1, 3, 5, 6, 8], "possibl": [0, 3, 4, 8, 9], "data_var": [0, 4, 5, 7, 8], "sea_water_temperatur": [0, 3, 4, 5], "long_nam": [0, 1, 2, 3, 5, 7, 8], "degrees_c": 0, "valid_max": [0, 7], "d": [0, 1, 2, 3], "physicalmeasurementxarrai": 0, "themselv": [0, 4, 5], "735": [0, 2, 6], "738": [0, 2], "739": [0, 2], "741": [0, 2, 6], "736": [0, 2, 6], "737": [0, 2], "742": [0, 2], "783": [0, 2, 6], "833": [0, 2, 6], "838": [0, 2, 6], "837": [0, 2, 6], "83": [0, 2, 4, 5], "806": [0, 2, 6], "792": [0, 2, 6], "79": [0, 1, 2, 3, 4], "814": [0, 2, 6], "846": [0, 2, 6], "858": [0, 2], "815": [0, 2, 6], "817": [0, 2], "812": [0, 2, 6], "709": [0, 2], "704": [0, 2], "642": [0, 2, 6], "582": [0, 2, 6], "546": [0, 2, 6], "512": [0, 2, 6], "484": [0, 2, 6], "368": [0, 2, 6], "297": [0, 1, 2, 4, 6], "165": [0, 2], "106": [0, 2], "094": [0, 1, 2], "102": [0, 1, 2], "079": [0, 2], "076": [0, 2], "035": [0, 1, 2, 6], "009": [0, 2], "992": [0, 2, 4], "981": [0, 2, 6], "954": [0, 2, 6], "933": [0, 2, 6], "903": [0, 2], "874": [0, 2], "85": [0, 2, 4], "824": [0, 2, 6], "801": [0, 2], "787": [0, 2, 6], "764": [0, 2, 6], "713": [0, 2], "711": [0, 2], "705": [0, 2, 6], "701": [0, 2], "696": [0, 2, 6], "682": [0, 2, 6], "665": [0, 2], "651": [0, 2, 6], "647": [0, 2, 6], "635": [0, 2, 6], "624": [0, 2, 6], "588": [0, 2, 6], "604": [0, 2], "608": [0, 2, 6], "593": [0, 2], "507": [0, 2, 6], "472": [0, 2, 6], "468": [0, 2, 6], "46": [0, 1, 2, 4, 5], "453": [0, 2, 6], "441": [0, 2, 6], "431": [0, 2, 6], "433": [0, 2, 6], "417": [0, 2], "394": [0, 2, 5], "382": [0, 2, 6], "361": [0, 2, 6], "335": [0, 2], "32": [0, 1, 2, 3, 4, 5, 6], "303": [0, 2], "275": [0, 2], "267": [0, 1, 2], "263": [0, 2], "277": [0, 1, 2, 6], "27": [0, 1, 2, 3, 4, 5], "265": [0, 2, 6], "262": [0, 1, 2, 6], "256": [0, 2, 6], "241": [0, 1, 2, 6], "216": [0, 2, 6], "201": [0, 2, 6], "191": [0, 2, 6, 9], "176": [0, 2, 6], "135": [0, 2, 4, 6], "11": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "091": [0, 2], "071": [0, 2], "064": [0, 2], "103": [0, 2], "099": [0, 2], "095": [0, 2, 6], "092": [0, 2], "088": [0, 2], "082": [0, 2], "085": [0, 2], "093": [0, 2], "09": [0, 1, 2, 6], "089": [0, 2], "054": [0, 2], "022": [0, 2, 6], "019": [0, 2], "021": [0, 2], "026": [0, 2], "027": [0, 2], "036": [0, 2, 6], "041": [0, 2], "06": [0, 1, 2, 4, 6, 10], "084": [0, 2], "087": [0, 2], "097": [0, 2], "098": [0, 2], "101": [0, 2], "078": [0, 2, 6], "072": [0, 2], "066": [0, 2], "063": [0, 2, 6], "065": [0, 2], "058": [0, 2], "032": [0, 2], "028": [0, 2], "013": [0, 2, 6], "007": [0, 2], "002": [0, 2], "998": [0, 1, 2, 4, 5], "994": [0, 2, 4, 5], "99": [0, 2, 4], "986": [0, 2], "979": [0, 2], "974": [0, 2], "971": [0, 2], "968": [0, 2], "966": [0, 2, 6], "962": [0, 2], "957": [0, 2], "945": [0, 2], "924": [0, 2], "919": [0, 2], "916": [0, 2], "907": [0, 2], "893": [0, 2], "887": [0, 2], "883": [0, 2], "881": [0, 2], "879": [0, 2], "876": [0, 2], "873": [0, 2, 6], "868": [0, 2, 6], "866": [0, 2, 6], "863": [0, 2], "853": [0, 2], "851": [0, 2], "848": [0, 2], "847": [0, 2, 6], "845": [0, 2, 6], "844": [0, 2, 5, 6], "843": [0, 2], "842": [0, 2, 6], "84": [0, 2, 4, 5, 6], "834": [0, 2, 6], "832": [0, 2, 6], "823": [0, 2, 6], "82": [0, 1, 2, 4, 6], "818": [0, 2, 6], "808": [0, 2, 6], "804": [0, 2, 6], "798": [0, 2], "794": [0, 2, 6], "789": [0, 2], "788": [0, 2, 6], "779": [0, 2, 6], "776": [0, 2, 6], "772": [0, 2], "77": [0, 1, 2, 4, 6], "767": [0, 2], "763": [0, 2], "761": [0, 2], "757": [0, 2], "751": [0, 2], "744": [0, 2], "74": [0, 2, 4], "731": [0, 2], "727": [0, 2], "723": [0, 2], "72": [0, 1, 2, 4], "715": [0, 2, 5], "702": [0, 2], "693": [0, 2, 6], "694": [0, 2, 6], "691": [0, 2, 6], "685": [0, 2], "673": [0, 2], "667": [0, 2], "663": [0, 2], "662": [0, 2, 6], "661": [0, 2], "657": [0, 2, 6], "648": [0, 2, 6], "644": [0, 2, 6], "628": [0, 2], "622": [0, 2], "619": [0, 2], "613": [0, 2], "61": [0, 2, 4], "597": [0, 2, 6], "59": [0, 1, 2, 4, 6], "587": [0, 2, 6], "585": [0, 2, 6], "581": [0, 2], "576": [0, 2, 6], "567": [0, 2], "564": [0, 2], "558": [0, 2, 4, 6], "54": [0, 2, 3, 4, 6], "531": [0, 2], "525": [0, 2], "523": [0, 2, 6], "516": [0, 2, 6], "504": [0, 2, 6], "503": [0, 2, 6], "496": [0, 2, 6], "469": [0, 2], "442": [0, 2], "408": [0, 2], "385": [0, 2, 6], "332": [0, 1, 2], "295": [0, 2], "29": [0, 2, 3, 4, 5, 6], "286": [0, 2], "287": [0, 1, 2, 6], "288": [0, 2, 6], "Or": [0, 3, 6], "altern": [0, 1, 2, 5, 6], "just": [0, 2, 3, 4, 7, 8], "retriev": [0, 3], "It": [0, 1, 2, 3, 4], "temporari": 0, "air": [0, 1, 2, 8], "ground": 0, "fortun": 0, "current": [0, 3, 5, 6, 7, 9, 10], "build": [0, 2, 4, 7], "canon": 0, "doesn": [0, 1, 6], "equival": 0, "k": 0, "rememb": [0, 3, 6], "paper": [0, 3], "statement": [0, 6], "well": [0, 3, 4, 6], "tutori": [0, 1, 2, 4, 5, 7, 8, 9], "staion": 0, "built": 1, "function": [1, 2, 4, 5, 8], "allow": [1, 3, 4, 6], "visual": 1, "data": [1, 10], "top": [1, 3, 4], "anoth": [1, 2, 3, 4, 6, 8], "popular": 1, "matplotlib": [1, 6], "instal": [1, 9], "environ": 1, "depend": [1, 9], "depth": [1, 2, 4, 5, 6, 7, 8], "If": [1, 4, 5, 6], "cite": [1, 4], "anna": 1, "vader": 1, "luci": 1, "goragu": 1, "phaeopig": 1, "station": [1, 2, 4, 5], "p4": 1, "nleg11": 1, "18t08": 1, "42": [1, 2, 4, 5, 6], "1248407516": 1, "import": [1, 2, 3, 4, 5, 6, 7, 8, 9], "opendap": [1, 2, 6], "chemistri": 1, "chlorophyll_a_and_phaeopigments_nansen_legacy_cruise_2021708_station_p4_nleg11_20210718t085042": 1, "323": 1, "120": 1, "163": 1, "chlorophyll_a_tot": 1, "phaeopigments_tot": 1, "filtered_vol_tot": 1, "eventid_tot": 1, "s64": 1, "chlorophyll_a_10um": 1, "phaeopigments_10um": 1, "filtered_vol_10um": 1, "eventid_10um": 1, "attribut": [1, 2, 4, 6, 7, 8, 10], "37": [1, 2, 4, 6], "71433e5e": 1, "e81a": 1, "5b24": 1, "a529": 1, "6be0f5f18069": 1, "univers": [1, 3, 6], "svalbard": [1, 3, 6], "No": [1, 3, 4], "nans": 1, "samplingprotocol": 1, "sampl": [1, 2, 4, 5, 6, 7, 8], "ver": 1, "annav": 1, "sea_floor_depth_below_sea_surfac": 1, "58": [1, 4, 5, 6, 8], "5xarrai": [1, 6], "11coordin": 1, "float32323": 1, "163standard_nam": 1, "depthlong_nam": [1, 3, 7, 8], "level": [1, 2, 3, 5], "posit": [1, 2, 3, 7, 8], "increas": 1, "mcoverage_content_typ": 1, "coordinateposit": [1, 3, 7], "downarrai": [1, 3, 7], "331": 1, "075": 1, "90": [1, 2, 4], "24": [1, 2, 3, 4, 6, 8], "967": 1, "49": [1, 2, 4, 6], "30": [1, 2, 3, 4, 5, 6, 7, 8], "195": [1, 9], "125": [1, 5], "mass": [1, 7], "concentr": [1, 7], "after": [1, 2, 8], "acid": 1, "correctionunit": 1, "\u03bcg": [1, 3, 7], "1ancillary_vari": 1, "eventid_totalcoverage_content_typ": 1, "mass_concentration_of_phaeopigments_in_sea_waterlong_nam": 1, "filter": [1, 7], "measurementunit": 1, "lcoverage_content_typ": 1, "event": 1, "uniqu": [1, 4, 6], "uuid": 1, "catalogu": 1, "sio": [1, 3], "webpag": 1, "report": 1, "aen_multicoverage_content_typ": 1, "referenceinform": 1, "eventid_10umcoverage_content_typ": 1, "1coverage_content_typ": [1, 3, 7], "depthpandasindexpandasindex": [1, 3, 4, 7, 8], "0350036621094": 1, "33099365234375": 1, "07499694824219": 1, "23999786376953": 1, "96699905395508": 1, "99800109863281": 1, "24100112915039": 1, "19499969482422": 1, "093999862670898": 1, "163000106811523": 1, "6be0f5f18069naming_author": 1, "norwaytitl": 1, "42summari": 1, "correct": [1, 2], "measur": [1, 2, 4, 5, 7, 8], "taken": [1, 7], "arvenetternansen": [1, 2], "com": [1, 2, 3, 5], "from": [1, 2, 4, 5, 7, 8], "niskin": [1, 7], "bottl": [1, 7], "806z": 1, "34": [1, 2, 3, 4, 5, 6], "0000145166667": 1, "7500028333333": 1, "n": [1, 9], "both": [1, 2, 5], "total": 1, "pass": [1, 6], "10\u00b5m": 1, "enclos": 1, "chlorophyllkeywords_vocabulari": 1, "keywordsgeospatial_lat_min": 1, "7500028333333geospatial_lat_max": 1, "7500028333333geospatial_lon_min": 1, "0000145166667geospatial_lon_max": 1, "0000145166667time_coverage_start": 1, "806ztime_coverage_end": 1, "806zconvent": 1, "9histori": 1, "04": [1, 2, 4, 5, 6, 10], "22t12": 1, "28": [1, 2, 3, 4, 5], "xarraysourc": 1, "bottleprocessing_level": 1, "sampling_protocol": 1, "28creator_typ": 1, "personcreator_institut": [1, 5], "polar": 1, "svalbardcreator_nam": 1, "marsdencreator_email": 1, "npolar": 1, "lukem": [1, 3], "staff": 1, "researchg": 1, "net": 1, "centrepublisher_email": 1, "nopublisher_url": 1, "noproject": 1, "norwaystationnam": 1, "edlid": 1, "unsupport": 1, "nc_int64": 1, "13pi_nam": 1, "vaderpi_institut": 1, "svalbardpi_email": 1, "nosea_floor_depth_below_sea_surfac": 1, "58_ncproperti": 1, "okai": [1, 2, 3, 4], "some": [1, 3, 5, 6, 8], "scatter": 1, "line": [1, 6, 8, 9], "line2d": 1, "0x7f03175e0390": [], "That": [1, 4], "nice": [1, 3], "happen": [1, 2], "01565072": 1, "01550788": 1, "01912119": 1, "02236113": 1, "07194841": 1, "28370929": 1, "12279562": 1, "07793473": 1, "99329871": 1, "90354194": 1, "Then": [1, 2], "drop": [1, 7], "dropna": 1, "0x7f0317b86890": [], "sens": [1, 3], "y": [1, 3, 5, 6], "axi": [1, 2], "yincreas": 1, "fals": [1, 3, 6], "0x7f0316c0e190": [], "altner": 1, "easili": [1, 2, 4, 5, 6], "pathcollect": 1, "0x7f0316c0c250": [], "0x7f03174e4250": [], "histogram": 1, "hist": 1, "62175057": 1, "22799325": 1, "83423594": 1, "44047862": 1, "04672131": 1, "65296399": 1, "25920668": 1, "86544936": 1, "47169204": 1, "barcontain": 1, "artist": 1, "step": [1, 3], "0x7f0317442550": [], "multipl": [1, 7, 10], "label": [1, 6], "10um": 1, "0x7f031743c750": [], "But": [1, 3, 4, 8, 9], "actual": [1, 2, 4], "pyplot": [1, 6], "plt": [1, 6], "legend": 1, "show": [1, 3, 4, 6, 7], "kind": 1, "thing": [1, 4, 5], "customis": 1, "full": [1, 4, 8], "up": [1, 3, 4, 5, 6, 9], "figur": [1, 6], "subplot": 1, "fig": 1, "ax": 1, "nrow": 1, "ncol": 1, "figsiz": 1, "set_titl": 1, "adjust": 1, "layout": 1, "suptitl": 1, "tight_layout": 1, "rect": 1, "96": [1, 4], "avoid": [1, 4], "overlap": 1, "load": [1, 3, 5, 6], "multidimension": [1, 3], "global": [1, 2, 4, 6, 7], "anomali": [1, 2], "noaa": [1, 2], "noaaglobaltemp": [1, 2], "ncei": [1, 2], "gov": [1, 2], "land": [1, 2], "bin": [1, 2, 4, 8], "iso": 1, "ncdc": [1, 2], "c01585": 1, "h": [1, 2, 3, 5], "zhang": [1, 2], "b": [1, 2, 6], "huang": [1, 2], "j": [1, 2], "lawrimor": [1, 2], "menn": [1, 2], "smith": [1, 2, 3], "2019": [1, 2], "nation": [1, 2], "center": [1, 2], "environment": [1, 2], "25921": [1, 2], "9qth": [1, 2], "2p70": [1, 2], "2024": [1, 2, 3, 5], "01": [1, 2, 3, 4, 6, 8, 9, 10], "url": [1, 2, 3, 6], "thredd": [1, 2, 6], "dodsc": [1, 2], "v5": [1, 2], "noaaglobaltemp_v5": [1, 2], "0_gridded_s188001_e202212_c20230108t133308": [1, 2], "1716": [1, 2], "lat": [1, 2, 3], "36": [1, 2, 4, 5, 6], "lon": [1, 2, 3], "z": [1, 2], "datetime64": [1, 2, 3], "ns": [1, 2], "1880": [1, 2], "87": [1, 2, 4, 6], "67": [1, 2, 4, 5], "17": [1, 2, 3, 4, 8], "22": [1, 2, 3, 4, 5, 6, 8], "347": [1, 2], "352": [1, 2, 6], "357": [1, 2], "anom": [1, 2], "66": [1, 2, 4, 5], "merg": [1, 2, 4], "te": [1, 2], "su": [1, 2], "doc": [1, 2, 7, 9], "nesdi": [1, 2], "env": [1, 2], "c00934": [1, 2], "time_coverage_dur": [1, 2], "p143y0m": [1, 2], "vose": [1, 2], "r": [1, 2, 5, 6], "et": [1, 2], "al": [1, 2], "2012": [1, 2], "climatolog": [1, 2], "base": [1, 2, 3, 5, 6], "1971": [1, 2], "2000": [1, 2], "monthl": [1, 2], "date_modifi": [1, 2], "2023": [1, 2, 5, 8], "08t18": [1, 2], "09z": [1, 2], "date_issu": [1, 2], "09zxarrai": [1, 2], "1716lat": [1, 2], "36lon": [1, 2], "72z": [1, 2], "1coordin": [1, 2], "01long_nam": [1, 2], "anomaliesstandard_nam": [1, 2], "timecoverage_content_typ": [1, 2], "coordinateaxi": [1, 2], "tarrai": [1, 2], "01t00": [1, 2, 3], "00": [1, 2, 3, 4, 5], "000000000": [1, 2], "03": [1, 10], "5long_nam": [1, 2], "latitudestandard_nam": [1, 2], "latitudecoverage_content_typ": [1, 2], "coordinateunit": [1, 2], "degrees_northgrid": [1, 2], "uniform": [1, 2, 3, 4], "5valid_min": [1, 2], "5axi": [1, 2], "y_coordinateaxistyp": [1, 2], "latcoordinate_defin": [1, 2], "centerarrai": [1, 2], "62": [1, 2, 4, 6, 8], "57": [1, 2, 4, 5, 6], "52": [1, 2, 4, 6], "47": [1, 2, 4], "float322": [1, 2, 6], "longitudestandard_nam": [1, 2], "longitudecoverage_content_typ": [1, 2], "degrees_eastgrid": [1, 2], "xvalid_min": [1, 2], "5_coordinateaxistyp": [1, 2], "loncoordinate_defin": [1, 2], "92": [1, 2, 4], "97": [1, 2, 4], "107": [1, 2, 4], "112": [1, 2], "117": [1, 2], "122": [1, 2, 5], "127": [1, 2, 5, 7], "132": [1, 2, 4], "137": [1, 2, 4, 6], "142": [1, 2, 4], "147": [1, 2, 4], "152": [1, 2, 4, 7], "157": [1, 2, 4], "162": [1, 2, 4, 6], "167": [1, 2], "172": [1, 2], "177": [1, 2], "182": [1, 2], "187": [1, 2], "192": [1, 2, 9], "197": [1, 2, 6, 9], "202": [1, 2, 6], "207": [1, 2], "212": [1, 2, 6], "217": [1, 2, 6], "222": [1, 2], "227": [1, 2], "232": [1, 2, 6], "237": [1, 2, 6], "242": [1, 2], "247": [1, 2], "252": [1, 2, 6], "257": [1, 2, 6], "272": [1, 2], "282": [1, 2, 6], "292": [1, 2], "307": [1, 2], "322": [1, 2], "327": [1, 2], "337": [1, 2, 6], "float320": [1, 2], "0long_nam": [1, 2, 7], "height": [1, 2], "temperaturestandard_nam": [1, 2], "heightcoverage_content_typ": [1, 2], "coordinategeospatial_bounds_vertical_cr": [1, 2], "epsg": [1, 2], "5703unit": [1, 2], "metersposit": [1, 2], "upvalid_min": [1, 2], "z_coordinateaxistyp": [1, 2], "heightcom": [1, 2], "vari": [1, 2, 4], "nomin": [1, 2], "buoi": [1, 2], "2m": [1, 2], "surface_temperature_anomalycoverage_content_typ": [1, 2], "physicalmeasurementunit": [1, 2], "degre": [1, 2, 8], "cvalid_min": [1, 2], "4447872": [1, 2], "timepandasindexpandasindex": [1, 2, 3, 4, 8], "datetimeindex": [1, 2], "05": [1, 2, 3, 5, 6, 10], "freq": [1, 2], "none": [1, 2, 3, 6, 9], "latpandasindexpandasindex": [1, 2], "lonpandasindexpandasindex": [1, 2], "zpandasindexpandasindex": [1, 2], "3titl": [1, 2], "analysi": [1, 2, 4], "formerli": [1, 2], "abbrevi": [1, 2], "mlost": [1, 2], "sst": [1, 2], "extend": [1, 2, 4], "reconstruct": [1, 2], "ersst": [1, 2], "histor": [1, 2], "monthli": [1, 2, 4], "ghcn": [1, 2], "databas": [1, 2], "platform": [1, 2], "ship": [1, 2], "moor": [1, 2], "drift": [1, 2], "argo": [1, 2], "float": [1, 2, 3], "weather": [1, 2, 4], "stationsinstru": [1, 2], "thermometershistori": [1, 2], "blend": [1, 2], "v4": [1, 2], "product_vers": [1, 2], "0sourc": [1, 2], "combin": [1, 2, 4], "datancei_template_vers": [1, 2], "ncei_netcdf_grid_template_v2": [1, 2], "0metadata_convent": [1, 2], "unidata": [1, 2, 3], "v1": [1, 2], "0licens": [1, 2], "without": [1, 2, 3, 4, 5, 6, 8], "restrict": [1, 2], "boyin": [1, 2], "xungang": [1, 2], "yin": [1, 2], "ph": [1, 2], "dcreator_email": [1, 2], "govcreator_typ": [1, 2], "groupcreator_institut": [1, 2], "contributor_nam": [1, 2], "huai": [1, 2], "min": [1, 2, 3], "dcontributor_rol": [1, 2], "chief": [1, 2], "ccog": [1, 2], "osb": [1, 2], "sectionpublisher_nam": [1, 2], "nceipublisher_institut": [1, 2], "nceipublisher_url": [1, 2], "info": [1, 2, 5], "govpublisher_typ": [1, 2], "institutionkeyword": [1, 2], "atmospher": [1, 2], "temperaturekeywords_vocabulari": [1, 2], "nasa": [1, 2], "master": [1, 2, 6], "directori": [1, 2, 5], "keywordsstandard_name_vocabulari": [1, 2], "climat": [1, 2, 3, 5, 10], "forecast": [1, 2, 3, 5, 10], "25": [1, 2, 3, 4, 6, 8], "juli": [1, 2], "2017": [1, 2], "09znecdf_version_id": [1, 2], "1netcdf_creator_nam": [1, 2], "yongsheng": [1, 2], "dnetcdf_creator_email": [1, 2], "govdataset_citation_product": [1, 2], "dataset_citation_vers": [1, 2], "0dataset_citation_institut": [1, 2], "ashevil": [1, 2], "usadataset_citation_url": [1, 2], "2p70metadata_link": [1, 2], "2p70cdm_data_typ": [1, 2], "gridgrid_mapping_nam": [1, 2], "latitude_longitudeprocessing_level": [1, 2], "4geospatial_lon_min": [1, 2], "5geospatial_lon_max": [1, 2], "5geospatial_lon_unit": [1, 2], "degrees_eastgeospatial_lon_resolut": [1, 2], "degreegeospatial_lat_min": [1, 2], "5geospatial_lat_max": [1, 2], "5geospatial_lat_unit": [1, 2], "degrees_northgeospatial_lat_resolut": [1, 2], "degreegeospatial_bound": [1, 2], "polygon": [1, 2], "geospatial_bounds_cr": [1, 2], "4326geospatial_vertical_min": [1, 2], "0geospatial_vertical_unit": [1, 2], "metersgeospatial_vertical_resolut": [1, 2], "fgeospatial_vertical_posit": [1, 2], "uptime_coverage_start": [1, 2], "01time_coverage_end": [1, 2], "12time_coverage_resolut": [1, 2], "p1mtime_coverage_dur": [1, 2], "p143y0mrefer": [1, 2], "bulletin": [1, 2], "american": [1, 2], "meteorolog": [1, 2, 3], "societi": [1, 2], "93": [1, 2, 4], "1677": [1, 2], "1685": [1, 2], "1175": [1, 2], "bam": [1, 2], "00241": [1, 2], "peter": [1, 2], "w": [1, 2, 6], "thorn": [1, 2], "ersstv5": [1, 2], "upgrad": [1, 2], "intercomparison": [1, 2], "8179": [1, 2], "8205": [1, 2], "jcli": [1, 2], "16": [1, 2, 3, 4, 8], "0836": [1, 2], "1climatolog": [1, 2], "climatologyacknowledg": [1, 2], "09zdate_issu": [1, 2], "timeslic": [1, 2], "dai": [1, 3, 4, 8], "desired_d": 1, "data_for_desired_d": 1, "sel": [1, 2], "2592": 1, "quadmesh": 1, "0x7f031696c310": [], "coastlin": 1, "difficult": [1, 4], "cartopi": 1, "help": [1, 4, 6, 7, 10], "cr": 1, "ccr": 1, "platecarre": 1, "transform": [1, 3], "f": [1, 3, 5, 9], "set_xtick": 1, "rang": [1, 6, 7, 8], "180": [1, 2, 4], "181": [1, 6], "60": [1, 4], "set_ytick": 1, "91": [1, 4], "set_xlabel": 1, "longitud": [1, 2, 4, 5, 6, 8], "set_ylabel": 1, "latitud": [1, 2, 4, 5, 6, 8], "savefig": 1, "media": 1, "temperature_anomali": 1, "png": 1, "design": [1, 10], "short": 1, "demonstr": [1, 5, 8], "easi": [1, 4], "veri": [1, 3, 4], "power": 1, "flexibl": 1, "sort": [1, 3, 4, 6], "good": [1, 2, 4, 5, 6], "explor": 1, "export": [2, 4, 6, 8], "write": [2, 3, 4, 7], "csv": [2, 3], "xlsx": [2, 3], "revist": 2, "np": [2, 3, 4, 5, 6, 8], "datetim": [2, 3, 5, 8], "dt": [2, 3, 5], "open": [2, 3, 4, 5, 6, 9, 10], "default": 2, "note": 2, "myarrai": 2, "ndarrai": 2, "essenti": 2, "to_datafram": [2, 6], "row": [2, 5, 6], "column": [2, 5, 6], "been": [2, 4, 9, 10], "sever": [2, 4, 6], "254002": 2, "207001": 2, "1464": 2, "550049": 2, "259998": 2, "209999": 2, "579956": 2, "261002": 2, "211000": 2, "599976": 2, "266998": 2, "216000": 2, "630005": 2, "258999": 2, "619995": 2, "916000": 2, "945000": [2, 6], "1459": 2, "969971": 2, "989990": 2, "1460": 2, "010010": 2, "020020": 2, "040039": 2, "02": [2, 3, 4, 5, 6, 10], "df": [2, 3, 5, 6, 8], "to_excel": [2, 6], "exported_from_notebook": 2, "03_temperature_anomalies_all_vari": 2, "too": [2, 3, 4, 7], "larg": [2, 3], "excel": [2, 6], "to_csv": [2, 6], "isol": [2, 4], "new": [2, 3, 7, 8, 10], "select": [2, 3, 6, 9], "origin": [2, 3], "1970": [2, 8], "float32nan": 2, "nanlong_nam": 2, "0arrai": [2, 4], "longer": [2, 4], "maintain": 2, "exist": [2, 7], "our": [2, 4, 5, 6, 7, 8], "nearest": 2, "method": [2, 4, 6], "notic": 2, "begin": [2, 8], "month": [2, 4, 8], "tri": [2, 4], "one_loc": 2, "23": [2, 3, 4], "121": 2, "89": [2, 4], "114": [2, 4], "695": [2, 6], "5151": 2, "575": [2, 6], "1716z": 2, "float3222": 2, "575long_nam": 2, "695008": 2, "515076": 2, "575243": 2, "seri": [2, 8], "376479": 2, "114245": 2, "angelika": 2, "renner": 2, "jc3": 2, "winter": 2, "gap": 2, "675177809": 2, "legacy_pr_ct_58us_2022702": 2, "3555": 2, "22t17": 2, "11t1": 2, "39": [2, 4, 5], "78": [2, 3, 4, 6], "81": [2, 4, 6], "56": [2, 4, 5, 6], "917": 2, "position_qc": 2, "direct": 2, "time_qc": 2, "rea": 2, "datacent": 2, "29latitud": 2, "29longitud": 2, "29posit": 2, "29depth": 2, "3555coordin": 2, "timestandard_nam": 2, "timevalid_min": 2, "90000": 2, "tqc_indic": 2, "1uncertainti": 2, "time_qcarrai": 2, "27t14": 2, "28t08": 2, "28t15": 2, "53": [2, 4], "999999744": 2, "01t06": [2, 3], "01t20": [2, 3], "21": [2, 3, 4, 6, 8], "03t02": 2, "48": [2, 4, 5, 6], "04t05": 2, "04t12": 2, "04t19": 2, "05t00": 2, "13": [2, 3, 4, 8], "05t10": 2, "05t13": 2, "05t21": 2, "000000256": 2, "05t23": 2, "06t01": 2, "06t02": 2, "18": [2, 3, 4, 5, 6], "06t03": 2, "06t04": 2, "06t17": 2, "06t18": 2, "06t20": 2, "06t21": 2, "06t23": 2, "07t00": 2, "07t01": 2, "26": [2, 3, 4], "08t07": 2, "10t02": 2, "55": [2, 4, 5, 6], "11t18": 2, "float3276": 2, "34axi": 2, "yqc_indic": 2, "position_qcstandard_nam": 2, "latitudelong_nam": [2, 3], "locationunit": 2, "degree_northvalid_min": 2, "75": [2, 4], "9992": 2, "6783": 2, "5225": 2, "4603": 2, "0375": 2, "0442": 2, "0143": 2, "8525": 2, "6837": 2, "6228": 2, "5868": 2, "5502": 2, "4137": 2, "3097": 2, "0523": 2, "0615": 2, "0817": 2, "0952": 2, "1078": 2, "1173": 2, "1203": 2, "3865": 2, "1413": 2, "3412": 2, "float3231": 2, "47axi": 2, "xqc_indic": 2, "longitudelong_nam": [2, 3], "degree_eastvalid_min": 2, "2192": 2, "8055": 2, "5648": 2, "7347": 2, "068": 2, "7788": 2, "9535": 2, "5183": 2, "6222": 2, "5293": 2, "6653": 2, "7572": 2, "8513": 2, "9645": 2, "0768": 2, "1578": 2, "2565": 2, "2933": 2, "3545": 2, "8068": 2, "574": [2, 6], "0133": 2, "6193": 2, "2468": 2, "9602": 2, "6668": 2, "7668": 2, "91733": 2, "4677": 2, "profilesconvent": 2, "ascend": 2, "profilestring_length": 2, "103095": 2, "2500valid_max": 2, "40000ancillary_vari": 2, "temp_dmdata_mod": 2, "2000valid_max": 2, "41000ancillary_vari": 2, "psal_dmdata_mod": 2, "100000ancillary_vari": 2, "flu2_dmdata_mod": 2, "50000ancillary_vari": 2, "cndc_dmdata_mod": 2, "20000valid_max": 2, "dens_dmdata_mod": 2, "1000000ancillary_vari": 2, "svel_dmdata_mod": 2, "ccomd003_dmdata_mod": 2, "1_dmdata_mod": 2, "\u00b5mol": 2, "2_dmdata_mod": 2, "\u03bcmol": 2, "10000000ancillary_vari": 2, "spar_dmdata_mod": 2, "par_dmdata_mod": 2, "licor": 2, "attnzs01_dmdata_mod": 2, "15": [2, 3, 4, 5, 8], "19": [2, 3, 4, 8], "latitudepandasindexpandasindex": [2, 3, 4], "99919891357422": 2, "67829895019531": 2, "59700012207031": 2, "52249908447266": 2, "46029663085938": 2, "0374984741211": 2, "04419708251953": 2, "01429748535156": 2, "85250091552734": 2, "68370056152344": 2, "622802734375": 2, "58679962158203": 2, "55020141601562": 2, "50299835205078": 2, "45999908447266": 2, "43099975585938": 2, "4136962890625": 2, "38200378417969": 2, "30970001220703": 2, "05229949951172": 2, "0615005493164": 2, "08170318603516": 2, "09519958496094": 2, "10780334472656": 2, "11730194091797": 2, "12030029296875": 2, "3864974975586": 2, "14129638671875": 2, "34120178222656": 2, "longitudepandasindexpandasindex": [2, 3, 4], "219200134277344": 2, "80550003051758": 2, "56480026245117": 2, "73469924926758": 2, "06800079345703": 2, "778799057006836": 2, "953500747680664": 2, "518299102783203": 2, "62220001220703": 2, "529300689697266": 2, "665300369262695": 2, "757200241088867": 2, "851299285888672": 2, "964500427246094": 2, "076799392700195": 2, "157800674438477": 2, "256500244140625": 2, "29330062866211": 2, "35449981689453": 2, "806800842285156": 2, "573999404907227": 2, "0132999420166": 2, "619300842285156": 2, "24679946899414": 2, "9601993560791": 2, "666799545288086": 2, "766799926757812": 2, "917329788208008": 2, "467700004577637": 2, "datacenterlicens": 2, "legacy_pr_ct_58us_2022702time_coverage_start": 2, "32ztime_coverage_end": 2, "43zlast_date_observ": 2, "07t08": 2, "38": [2, 4, 6, 8], "53zdate_cr": 2, "53zgeospatial_lat_min": 2, "99920geospatial_lat_max": 2, "04420last_latitude_observ": 2, "34120geospatial_lon_min": 2, "91733geospatial_lon_max": 2, "80550last_longitude_observ": 2, "46770geospatial_vertical_min": 2, "00000geospatial_vertical_max": 2, "3561": 2, "00000citat": 2, "legacyrefer": 2, "fill": [2, 3, 4], "earlier": 2, "nl": 2, "particular": 2, "dure": [2, 6], "spring": 2, "transit": 2, "basin": 2, "experi": 2, "technolog": 2, "rf1": 2, "rf2": 2, "rf3": 2, "ra": 2, "atlant": 2, "domain": 2, "afterward": 2, "focus": 2, "around": 2, "north": 2, "kvit\u00f8ya": 2, "cover": 2, "p5": 2, "p7": 2, "between": [2, 3, 4, 8], "nord": 2, "austlandet": 2, "last": [2, 6, 9], "hour": [2, 3, 8], "enabl": 2, "observ": [2, 4], "least": 2, "daili": [2, 4], "cycl": 2, "under": 2, "layer": 2, "mostli": 2, "thin": 2, "year": [2, 3, 4, 8], "often": [2, 4, 7], "small": [2, 4], "floe": 2, "frozen": [0, 2], "northernmost": 2, "region": 2, "larger": [2, 4], "remain": 2, "despit": 2, "amount": [2, 4], "daylight": 2, "seem": [2, 3, 4], "indic": 2, "ecosystem": 2, "wa": [2, 4], "still": 2, "mode": [2, 6], "addit": [2, 3, 9], "shelf": 2, "deeper": 2, "mainli": 2, "hydrograph": 2, "entir": [2, 4], "p6": 2, "benthic": 2, "slope": 2, "deep": 2, "warm": 2, "promin": 2, "close": 2, "potenti": [2, 4, 5, 6, 8], "explain": [2, 3], "lack": 2, "thick": 2, "late": 2, "main": 2, "glider": 2, "recov": 2, "ping": 2, "locat": [2, 4], "675177809pi_nam": 2, "rennerinstitut": 2, "hititl": [2, 6], "cruisecreator_institut": 2, "rennercreator_typ": 2, "therefor": [2, 4, 8], "two": [2, 3, 5, 8], "why": 2, "constant": 2, "instead": [2, 4, 7, 8], "its": [2, 4], "own": [2, 3, 4, 5, 6, 9, 10], "finer": [2, 4], "granular": 2, "simpler": [2, 4, 5, 6], "thu": 2, "understand": [2, 3, 4, 7, 9, 10], "servic": [2, 4], "upon": [2, 4], "focu": [2, 4], "specif": [2, 3], "one_profil": 2, "59long_nam": 2, "dimenion": 2, "equal": [2, 4], "strang": [2, 3], "associ": 2, "problem": 2, "explicit": [2, 4, 7], "ideal": [2, 3], "previous": [2, 3], "had": 2, "nevertheless": 2, "5th": 2, "profile5": 2, "print": [2, 4, 5, 6, 8, 9], "403": [2, 6], "934": 2, "479": 2, "won": 2, "number": [2, 3, 5, 6, 7, 8], "closest": 2, "desir": [2, 3, 4], "desired_tim": 2, "time_var": 2, "save": [2, 5], "time_diff": 2, "ab": 2, "nearest_index": 2, "int": [2, 3], "argmin": 2, "item": [2, 5], "666": 2, "03_ctd_data": 2, "044": [2, 6], "953": 2, "1458": 2, "033": 2, "990": 2, "955": [2, 5], "987": 2, "3550": 2, "3551": 2, "3552": 2, "3553": 2, "3554": 2, "plot": [2, 3, 10], "long": [2, 3, 4], "session": [3, 9], "basic": [3, 5, 8], "numpi": [3, 4, 5, 6, 8], "pd": [3, 5, 6, 8], "an": [3, 5, 6, 7, 8], "empti": [3, 4, 6], "right": [3, 4, 10], "awai": 3, "featur": 3, "add": [3, 5, 6, 7, 8], "assign": [3, 4, 5, 6], "spatial": 3, "tempor": [3, 4], "someth": [3, 5, 6, 8], "els": [3, 4, 8, 9], "iter": [3, 5], "repres": [3, 8], "imagin": [3, 4, 5, 6], "few": [3, 4, 6], "simpl": 3, "scenario": 3, "i": [3, 4, 6, 10], "ll": 3, "int64": [3, 4, 7, 8], "10coordin": [3, 4, 5], "int640": [3, 4, 8], "9arrai": [3, 4], "integ": 3, "briefli": 3, "explan": 3, "ucar": 3, "edu": 3, "rec": 3, "common": [3, 4, 6], "discuss": [3, 7], "count": 3, "2020": [3, 5], "utc": [3, 5], "2014": 3, "mai": [3, 9, 10], "nanosecond": 3, "approach": 3, "glanc": 3, "numer": 3, "precis": 3, "much": [3, 4], "effici": [3, 4], "than": [3, 4], "string": 3, "convert": [3, 4], "end": [3, 8], "timedelta64": 3, "arang": [3, 4, 8], "01t01": 3, "01t02": 3, "01t03": 3, "01t04": 3, "01t05": 3, "01t07": 3, "01t08": 3, "01t09": 3, "01t10": 3, "01t11": 3, "01t12": 3, "01t13": 3, "01t14": 3, "01t15": 3, "01t16": 3, "01t17": 3, "01t18": 3, "01t19": 3, "01t21": 3, "01t22": 3, "01t23": 3, "00z": [3, 5, 6], "seconds_since_start": 3, "astyp": 3, "3600": 3, "7200": 3, "10800": 3, "14400": 3, "18000": 3, "21600": 3, "25200": 3, "28800": 3, "32400": 3, "36000": 3, "39600": 3, "43200": 3, "46800": 3, "50400": 3, "54000": 3, "57600": 3, "61200": 3, "64800": 3, "68400": 3, "72000": 3, "75600": 3, "79200": 3, "82800": 3, "hours_since_start": 3, "final": [3, 7], "24coordin": 3, "82800arrai": 3, "quickli": [3, 4], "5425": 3, "1423": 3, "7139": 3, "0131": 3, "7269": 3, "71": [3, 4], "5latitud": 3, "3longitud": [3, 4], "2coordin": 3, "100arrai": [3, 4], "float6478": [3, 4], "71arrai": 3, "float6430": [3, 4], "73arrai": 3, "directli": 3, "choos": [3, 5, 6], "sensibl": [3, 4], "conform": 3, "bit": [3, 10], "further": [3, 7], "chapter": 3, "chlorophyll_a": [3, 7], "2xarrai": 3, "float6421": [3, 4], "2arrai": 3, "wind_spe": [3, 8], "random": [3, 8], "randint": 3, "6xarrai": [], "int644": [], "6arrai": [], "appear": 3, "isn": 3, "73xarrai": 3, "major": [3, 4], "tabular": [3, 4, 5], "limit": [3, 4, 8], "abil": 3, "multi": [3, 6], "dimension": [3, 6], "code": [3, 5, 8], "21xarrai": [], "int6427": [], "21arrai": [], "peopl": [3, 4, 5, 6], "prefer": [3, 6], "record": 3, "perhap": [3, 4, 5], "Is": [3, 10], "dummi": [3, 8], "depth_coordin": 3, "latitude_coordin": 3, "longitude_coordin": 3, "salinity_valu": 3, "gener": [3, 4, 6, 8], "append": [3, 4, 6, 8], "35": [3, 4, 5, 6, 8], "565044": [], "519874": [], "783266": [], "060912": [], "835659": [], "995525": [], "174222": [], "034240": [], "080434": [], "697370": [], "185744": [], "578957": [], "631718": [], "001201": [], "118199": [], "662704": [], "138933": [], "997446": [], "350726": [], "020999": [], "643084": [], "470434": [], "098306": [], "651131": [], "880807": [], "412607": [], "171406": [], "050430": [], "466258": [], "643480": [], "care": 3, "mirror": 3, "salinity_3d_arrai": 3, "reshap": 3, "56504358": [], "51987449": [], "78326579": [], "06091243": [], "83565852": [], "99552521": [], "17422171": [], "03423988": [], "08043391": [], "69736976": [], "18574395": [], "57895685": [], "63171821": [], "00120106": [], "11819906": [], "66270423": [], "13893293": [], "99744607": [], "35072566": [], "02099931": [], "64308404": [], "47043448": [], "09830623": [], "65113105": [], "88080728": [], "41260687": [], "17140645": [], "05043013": [], "46625773": [], "64347954": [], "again": [3, 6], "fail": 3, "get": [3, 4, 5, 6, 8, 9, 10], "wrong": [3, 4], "64xarrai": [], "64arrai": [], "hurrah": 3, "readi": 3, "Will": 3, "principl": 3, "appendix": [3, 8], "specifi": [3, 4, 8], "either": 3, "advis": 3, "requir": [3, 4, 5], "effect": 3, "encourag": 3, "adc": [3, 5], "met": [3, 5], "node": [3, 4, 5], "replic": 3, "setup": [3, 4], "addition": 3, "ad": [3, 4, 10], "whether": [3, 5, 6], "modelresult": 3, "highly_recommended_variable_attribut": 3, "And": [3, 6, 7], "applic": 3, "written": [3, 4, 6], "degrees_north": 3, "coordinatexarrai": 3, "378": [3, 6], "71standard_nam": 3, "latitudeunit": 3, "degrees_northcoverage_content_typ": 3, "coordinatearrai": [3, 5, 8], "degrees_east": 3, "meter": [3, 7], "mass_concentration_of_chlorophyll_a_in_sea_wat": [3, 7], "word": 3, "sea_water_salin": [3, 5], "1e": [3, 8], "degreesc": 3, "100standard_nam": 3, "levelunit": 3, "meterscoverage_content_typ": [3, 7], "73standard_nam": 3, "longitudeunit": 3, "degrees_eastcoverage_content_typ": 3, "2standard_nam": [3, 8], "wordsunit": 3, "3coverage_content_typ": [3, 8], "6standard_nam": [], "wind_speedlong_nam": 3, "21standard_nam": [], "degreesccoverage_content_typ": 3, "64standard_nam": [], "sea_water_salinitylong_nam": [3, 5], "As": 3, "mention": 3, "serv": 3, "guid": [3, 9], "wish": 3, "welcom": 3, "custom": [3, 5], "similarli": 3, "done": [3, 4, 7], "my": 3, "altogeth": [3, 4, 5], "overwrit": 3, "your_unique_id_her": [3, 5], "analag": 3, "abstract": 3, "john": 3, "orcid": [3, 5], "0000": [3, 5], "0002": [3, 5], "9746": [3, 5], "544x": [3, 5], "best": [3, 4, 5], "leav": [3, 4], "blank": 3, "10t08": 3, "58z": 3, "10t11": 3, "51": [3, 4, 7], "12z": [3, 6], "coard": [3, 5], "email": [3, 5], "publisher_url_her": [3, 5], "ever": 3, "against": 3, "checker": 3, "alreadi": [3, 4], "max": [3, 4], "dtnow": 3, "utcnow": [3, 5], "strftime": [3, 5], "sz": [3, 5], "21t17": [5, 6], "31z": 6, "option": [3, 4], "miss": [3, 5, 6, 10], "unrealist": 3, "obvious": 3, "spike": 3, "_fillvalu": [3, 7], "special": 3, "replac": [3, 4], "doe": [3, 7, 8], "charact": 3, "commonli": [3, 4], "doubl": 3, "64": [3, 4], "int32": 3, "suitabl": [3, 4, 7, 10], "appropri": 3, "crucial": 3, "s1": [3, 5], "s10": 3, "s100": 3, "known": 3, "maximum": [3, 4, 5, 6], "specifii": 3, "myencod": 3, "1e30": 3, "zlib": 3, "1e7": 3, "to_netcdf": [3, 5], "04_example_multidimension": 3, "thoroughli": 3, "past": 3, "co": 3, "lot": [4, 6, 7, 10], "dimens": [4, 5, 6, 7, 8], "decid": 4, "tricki": 4, "divid": [4, 6], "far": 4, "teach": 4, "think": [4, 5], "tackl": 4, "whenev": 4, "accept": 4, "insid": 4, "granulairti": 4, "higher": 4, "resolut": 4, "quit": 4, "fine": 4, "enough": 4, "action": 4, "fly": 4, "visualis": 4, "aggreg": 4, "comput": [4, 7], "prepar": 4, "basi": 4, "span": 4, "simplifi": 4, "variabl": [4, 5, 6, 8], "envisag": 4, "attract": 4, "fictiti": 4, "strutur": 4, "supris": 4, "idea": 4, "dozen": 4, "mayb": [4, 6, 8], "hundr": 4, "daunt": 4, "even": 4, "ridicul": 4, "shouldn": 4, "marker": 4, "colour": 4, "respons": 4, "red": 4, "squar": 4, "irrelev": 4, "group": [4, 6], "yourselv": 4, "come": [4, 10], "outsid": [4, 7], "correctli": 4, "decad": 4, "never": 4, "bound": [4, 5, 6], "portal": 4, "box": [4, 5, 6], "would": [4, 5, 6], "ones": 4, "parent": [4, 6], "hassl": 4, "being": [4, 6], "develop": 4, "similar": [4, 5, 6, 7], "next": [4, 6], "todai": 4, "convinc": 4, "e": [4, 5, 6], "g": [4, 5, 6], "temperature_1": 4, "98": 4, "temperature_2": 4, "temperature_3": 4, "temperature_4": 4, "distinguish": 4, "choic": 4, "temperature_2d": 4, "fit": 4, "99xarrai": 4, "4depth": 4, "3coordin": 4, "int6410": [4, 7], "30arrai": 4, "3arrai": 4, "99arrai": 4, "forget": 4, "aren": 4, "1d": 4, "5142": 4, "2833": 4, "9840": 4, "4228": 4, "4231": 4, "3591": 4, "4994": 4, "4200": 4, "42xarrai": 4, "42arrai": 4, "984": [4, 6], "room": 4, "variat": 4, "3latitud": 4, "4longitud": 4, "4coordin": [4, 8], "pedant": 4, "sai": [4, 8], "assumpt": 4, "mistak": 4, "accident": 4, "98arrai": 4, "error": 4, "overlook": 4, "except": [4, 6], "handl": [4, 6], "messag": 4, "occur": [4, 6], "conflict": 4, "issu": [4, 7], "depth_1": 4, "depth_2": 4, "depth_3": 4, "45": [4, 5, 6], "depth_4": 4, "among": 4, "max_depth_length": 4, "len": [4, 6, 8], "temp_arr_1": 4, "temp_arr_2": 4, "temp_arr_3": 4, "temp_arr_4": 4, "longest": 4, "6coordin": 4, "60arrai": 4, "nanarrai": 4, "increment": 4, "encompass": 4, "across": 4, "70": 4, "all_depth": 4, "all_temperatur": 4, "temp_arr": 4, "zip": 4, "14coordin": 4, "int645": 4, "wors": 4, "websit": 4, "subset": 4, "regardless": 4, "arbitari": 4, "medium": 4, "scale": 4, "broader": 4, "elev": 4, "Not": 4, "everyth": 4, "4970": 4, "4756": 4, "5584": 4, "5087": 4, "4815": 4, "5029": 4, "4279": 4, "3409": 4, "4066": 4, "4134": 4, "6972": 4, "6399": 4, "5838": 4, "6357": 4, "7313": 4, "686": 4, "7192": 4, "6737": 4, "7594": 4, "8479": 4, "6388": 4, "8899": 4, "0289": 4, "7409": 4, "5595": 4, "4532": 4, "7104": 4, "2129": 4, "2548": 4, "69": 4, "497": [4, 6], "476": 4, "407": [4, 6], "413": [4, 6], "639": [4, 6], "029": 4, "213": [4, 6], "255": [4, 6], "559": 4, "56xarrai": 4, "85arrai": 4, "float646": 4, "413arrai": 4, "559arrai": 4, "float6410": 4, "56arrai": 4, "sit": 4, "satellit": 4, "regular": 4, "am": 4, "job": 4, "chatgpt": 4, "1001": 4, "4d": 4, "996": [4, 5], "997": [4, 5, 6], "999": [4, 5], "3148": [], "1001latitud": 4, "71longitud": 4, "42coordin": 4, "1000arrai": 4, "float6475": 4, "float6428": 4, "1arrai": [4, 7], "float640": [4, 7], "425": 6, "905": [], "037": 6, "405arrai": [], "31479689": [], "42485056": [], "90525734": [], "9404259": [], "62173632": [], "77148955": [], "92678105": [], "37275102": [], "61326336": [], "08192691": [], "34519356": [], "74477217": [], "77319309": [], "97922262": [], "8916996": [], "5465195": [], "0102044": [], "28129864": [], "89970933": [], "61421864": [], "61303494": [], "09164291": [], "66990317": [], "76612246": [], "32191783": [], "75729886": [], "87937609": [], "55799172": [], "01344737": [], "9863219": [], "72550135": [], "09641805": [], "4813746": [], "73002764": [], "86666677": [], "58458302": [], "34699348": [], "22027644": [], "25783528": [], "56404895": [], "58840199": [], "77417159": [], "17745676": [], "69851506": [], "5001886": [], "73972184": [], "77747525": [], "27959786": [], "05230771": [], "19023913": [], "41992279": [], "52908086": [], "21685841": [], "1110713": [], "61508332": [], "5928055": [], "48484233": [], "52590785": [], "57394448": [], "74748104": [], "2008921": [], "87992342": [], "33243475": [], "76207228": [], "9422142": [], "4627947": [], "75838732": [], "69774486": [], "38573098": [], "79886083": [], "78575235": [], "04640508": [], "5356978": [], "52302444": [], "2320145": [], "91081725": [], "33755213": [], "90605874": [], "51947911": [], "19966037": [], "8503388": [], "73503246": [], "11989659": [], "03891057": [], "87652323": [], "37026428": [], "99517373": [], "35364764": [], "33402834": [], "63052633": [], "51670265": [], "34534608": [], "55085755": [], "13072207": [], "62284439": [], "54731855": [], "48128429": [], "20608637": [], "08033265": [], "99542663": [], "11262992": [], "28649206": [], "33626307": [], "45466853": [], "65608005": [], "42182727": [], "03704943": [], "40537601": [], "991": [4, 6], "993": [4, 5, 6], "995": [4, 5], "19999999999999": 4, "29999999999998": 4, "39999999999998": 4, "49999999999997": 4, "59999999999997": 4, "69999999999996": 4, "79999999999995": 4, "89999999999995": 4, "99999999999994": 4, "09999999999994": 4, "19999999999993": 4, "29999999999993": 4, "39999999999992": 4, "49999999999991": 4, "59999999999991": 4, "6999999999999": 4, "7999999999999": 4, "89999999999989": 4, "99999999999989": 4, "09999999999988": 4, "19999999999987": 4, "29999999999987": 4, "39999999999986": 4, "49999999999986": 4, "59999999999985": 4, "69999999999985": 4, "79999999999984": 4, "89999999999984": 4, "99999999999983": 4, "09999999999982": 4, "19999999999982": 4, "29999999999981": 4, "3999999999998": 4, "4999999999998": 4, "5999999999998": 4, "69999999999979": 4, "79999999999978": 4, "89999999999978": 4, "99999999999977": 4, "09999999999977": 4, "19999999999976": 4, "29999999999976": 4, "39999999999975": 4, "49999999999974": 4, "59999999999974": 4, "69999999999973": 4, "79999999999973": 4, "89999999999972": 4, "99999999999972": 4, "09999999999971": 4, "1999999999997": 4, "2999999999997": 4, "3999999999997": 4, "49999999999969": 4, "59999999999968": 4, "69999999999968": 4, "79999999999967": 4, "89999999999966": 4, "99999999999966": 4, "09999999999965": 4, "19999999999965": 4, "29999999999964": 4, "39999999999964": 4, "49999999999963": 4, "59999999999962": 4, "69999999999962": 4, "79999999999961": 4, "89999999999961": 4, "9999999999996": 4, "200000000000003": 4, "300000000000004": 4, "400000000000006": 4, "500000000000007": 4, "60000000000001": 4, "70000000000001": 4, "80000000000001": 4, "900000000000013": 4, "000000000000014": 4, "100000000000016": 4, "200000000000017": 4, "30000000000002": 4, "40000000000002": 4, "50000000000002": 4, "600000000000023": 4, "700000000000024": 4, "800000000000026": 4, "900000000000027": 4, "00000000000003": 4, "10000000000003": 4, "20000000000003": 4, "300000000000033": 4, "400000000000034": 4, "500000000000036": 4, "600000000000037": 4, "70000000000004": 4, "80000000000004": 4, "90000000000004": 4, "000000000000043": 4, "100000000000044": 4, "200000000000045": 4, "300000000000047": 4, "40000000000005": 4, "50000000000005": 4, "60000000000005": 4, "700000000000053": 4, "800000000000054": 4, "900000000000055": 4, "00000000000006": 4, "10000000000006": 4, "counter": 4, "num_point": 4, "irregular": 4, "low": 4, "high": 4, "data_valu": 4, "rand": [4, 8], "94": [4, 5], "95": 4, "4184": [], "4316": [], "681": [], "1065": [], "7562": [], "8517": [], "134": [], "88": 4, "86": 4, "139": [4, 6], "100coordin": 4, "63": [4, 6], "65": 4, "8517arrai": [], "41844937": [], "43155752": [], "6809735": [], "80091249": [], "20281115": [], "58568687": [], "78062319": [], "58870691": [], "34327939": [], "97371505": [], "76181506": [], "16047826": [], "25224346": [], "7478296": [], "04904344": [], "95535726": [], "12056251": [], "65282341": [], "36007044": [], "44013788": [], "20445306": [], "22263879": [], "98715691": [], "73364048": [], "81237003": [], "49267642": [], "41074494": [], "28819344": [], "67677543": [], "12983938": [], "36928182": [], "25548059": [], "55790097": [], "43763823": [], "1504483": [], "83034035": [], "41985207": [], "48637675": [], "13352616": [], "20298688": [], "40376916": [], "80923913": [], "20762979": [], "74081282": [], "20356021": [], "15393068": [], "02302345": [], "33266871": [], "43868292": [], "57335164": [], "58644376": [], "30966712": [], "15920571": [], "55089075": [], "04523415": [], "84942155": [], "15709194": [], "86301427": [], "75527144": [], "24898036": [], "70357225": [], "85012605": [], "1821926": [], "01197122": [], "01635261": [], "98920116": [], "07245001": [], "92309254": [], "80526514": [], "69840423": [], "82534578": [], "84257908": [], "5765981": [], "94557756": [], "69891296": [], "91200748": [], "41512874": [], "37784483": [], "73408391": [], "51787385": [], "31889029": [], "35207274": [], "67477249": [], "88495417": [], "34002212": [], "20388548": [], "1072071": [], "27269157": [], "64927598": [], "85873885": [], "66318315": [], "77630207": [], "8863171": [], "8025971": [], "96256183": [], "71376335": [], "67875869": [], "10651205": [], "75619457": [], "85173061": [], "87arrai": [], "462338": [], "55527976": [], "4316442": [], "23154941": [], "50478428": [], "29295431": [], "42550237": [], "03532209": [], "5930333": [], "39437612": [], "8809915": [], "51567833": [], "00163946": [], "90017946": [], "49813715": [], "20175661": [], "43041739": [], "11933241": [], "51223355": [], "77812929": [], "63735693": [], "69462685": [], "51219331": [], "4344324": [], "13298536": [], "7618661": [], "87278516": [], "55870546": [], "29020687": [], "87597941": [], "33301563": [], "95981773": [], "49141269": [], "03139799": [], "13850915": [], "44747286": [], "27881474": [], "91536802": [], "61714307": [], "98907651": [], "32764476": [], "28709571": [], "60170091": [], "91067695": [], "15463061": [], "81808468": [], "37463772": [], "20821995": [], "29742486": [], "44989079": [], "69302704": [], "04249123": [], "26431735": [], "63084452": [], "13043304": [], "10832526": [], "14491526": [], "21206368": [], "89959495": [], "97692125": [], "32465442": [], "86577088": [], "88162914": [], "30608811": [], "31908276": [], "04458493": [], "12201892": [], "49221587": [], "34275519": [], "58241155": [], "368091": [], "80935821": [], "11319414": [], "40621932": [], "6207878": [], "23717851": [], "23155652": [], "42954004": [], "19606443": [], "28880311": [], "70199342": [], "36007259": [], "83309406": [], "96272893": [], "56007379": [], "88099508": [], "44023455": [], "10828395": [], "55475055": [], "18121146": [], "90334312": [], "51963747": [], "3779565": [], "53347717": [], "22913011": [], "4940896": [], "5093548": [], "56147179": [], "16235302": [], "87161394": [], "float6468": [], "84301260e": [], "34576148e": [], "78794096e": [], "64786992e": [], "75398254e": [], "25186969e": [], "79936175e": [], "68766389e": [], "55986965e": [], "88156295e": [], "92007202e": [], "73574381e": [], "01140244e": [], "69213779e": [], "98024677e": [], "02307091e": [], "07689909e": [], "64648625e": [], "62923813e": [], "48231055e": [], "56442612e": [], "79162180e": [], "53697717e": [], "71384445e": [], "03115438e": [], "41208432e": [], "75223655e": [], "36651512e": [], "68647863e": [], "59707410e": [], "55401257e": [], "62588622e": [], "57390687e": [], "11094639e": [], "23463222e": [], "27988040e": [], "13743379e": [], "56242942e": [], "05687565e": [], "10756632e": [], "31785369e": [], "12768155e": [], "62037017e": [], "75125935e": [], "15728236e": [], "35466977e": [], "60432815e": [], "48798775e": [], "07544071e": [], "69554498e": [], "44049919e": [], "81446458e": [], "27230328e": [], "21607882e": [], "66007464e": [], "74950149e": [], "20823609e": [], "27928943e": [], "47875281e": [], "38643588e": [], "81837865e": [], "29278514e": [], "00747835e": [], "40685615e": [], "81190907e": [], "01291076e": [], "23634874e": [], "27894214e": [], "61461834e": [], "45691769e": [], "06541324e": [], "03743403e": [], "27607324e": [], "80473460e": [], "14578508e": [], "04240237e": [], "13885718e": [], "65423517e": [], "28666288e": [], "03169504e": [], "41409974e": [], "21464439e": [], "10905665e": [], "98245977e": [], "30352733e": [], "94141693e": [], "27600162e": [], "00302104e": [], "20539428e": [], "32617737e": [], "12098125e": [], "40580676e": [], "31969339e": [], "77763636e": [], "08554626e": [], "20233932e": [], "13335183e": [], "72478971e": [], "39912424e": [], "47551700e": [], "nodepandasindexpandasindex": 4, "highest": 4, "neither": 4, "minut": 4, "hourli": 4, "unneccessari": 4, "cours": [4, 8, 10], "unavoid": 4, "unlimit": 4, "later": 4, "concaten": [4, 6], "child": 4, "relationship": 4, "children": 4, "smaller": [5, 6], "reason": [5, 6], "less": [5, 6], "account": [5, 6], "consid": [5, 9, 10], "bad": 5, "accur": [5, 6], "timestamp": [5, 6], "present": [5, 6], "unclear": [5, 6], "involv": [5, 6], "panda": [5, 6, 8], "glob": 5, "iso8601": 5, "time_now": 5, "read_csv": 5, "csv_file": 5, "depth_profile_s1": 5, "datafram": [5, 6, 8], "degrees_celsiu": 5, "sea_water_pressur": 5, "6713": 5, "2093": 5, "26t09": [3, 5], "modifi": 5, "yournam": 5, "processing_level": 5, "your_url_her": 5, "instrument_vocabulari": 5, "vocab": 5, "nerc": 5, "ac": 5, "uk": 5, "l22": 5, "tool0001": 5, "alongsid": 5, "06_depth_profile_one_fil": 5, "418": 5, "231": 5, "004": [5, 6], "583": [5, 6], "temperatu": 5, "TO": 5, "s1xarrai": 5, "float6439": 5, "0standard_nam": 5, "dbarcoverage_content_typ": 5, "455654": 5, "119035": 5, "355769": 5, "418398": 5, "05053": 5, "760447": 5, "570563": 5, "230532": 5, "67562": 5, "00015": 5, "float641": [4, 5], "583standard_nam": 5, "degrees_celsiuscoverage_content_typ": 5, "95533107": 5, "41958791": 5, "71529616": 5, "84360563": 5, "41972826": 5, "22250547": 5, "05988036": 5, "39393846": 5, "0035247": 5, "58250776": 5, "float6434": 5, "66standard_nam": 5, "psucoverage_content_typ": 5, "69975973": 5, "84037386": 5, "72520826": 5, "34808803": 5, "83566471": 5, "77718679": 5, "03124111": 5, "14946971": 5, "47912241": 5, "65869081": 5, "pressurepandasindexpandasindex": 5, "4556544280039": 5, "11903479614398": 5, "3557689889737": 5, "4183980542843884": 5, "05053002488748": 5, "76044658260758": 5, "5705628202497": 5, "2305319880886354": 5, "67561997590708": 5, "00015013251017": 5, "your_unique_id_herenaming_author": 5, "idtitl": 5, "datasummari": 5, "sea_water_salinitykeywords_vocabulari": 5, "namesgeospatial_lat_min": 5, "6713geospatial_lat_max": 5, "6713geospatial_lon_min": 5, "2093geospatial_lon_max": 5, "2093time_coverage_start": 5, "00ztime_coverage_end": 5, "00zconvent": 5, "11histori": 5, "37z": [5, 6], "pythonsourc": 5, "measurementprocessing_level": 5, "controldate_cr": 5, "37zcreator_typ": 5, "institutioncreator_nam": 5, "namecreator_email": 5, "comcreator_url": 5, "your_url_hereinstitut": 5, "institutionpublisher_nam": 5, "namepublisher_email": 5, "compublisher_url": 5, "publisher_url_hereproject": 5, "nameinstru": 5, "ctdinstrument_vocabulari": 5, "profilestation_nam": 5, "unfamiliar": 5, "hopefulli": 5, "header": [5, 6], "fix": 5, "folder_path": 5, "path": [5, 6], "folder": 5, "depth_profile_s4": 5, "depth_profile_s5": 5, "depth_profile_s2": 5, "depth_profile_s3": 5, "depth_profile_s7": 5, "depth_profile_s8": 5, "depth_profile_s6": 5, "filenam": [5, 6], "input": [5, 9], "split": 5, "_": 5, "s4": 5, "s5": 5, "s2": 5, "s3": 5, "s7": 5, "s8": 5, "s6": 5, "everi": [5, 8], "detail": 5, "metadata_fil": 5, "depth_profiles_metadata": 5, "json_fil": 5, "128": 5, "123": [4, 5], "126": [5, 6], "124": 5, "yaml_fil": 5, "safe_load": 5, "metadata_df": 5, "iterrow": 5, "proce": 5, "incorpor": 5, "yourself": 5, "rather": 5, "data_fil": 5, "data_df": 5, "metadata_st": 5, "15t10": 5, "f7a6c89d": 5, "4c3e": 5, "4a94": 5, "8e9a": 5, "04a7f8f43d6c": 5, "d8eb21f2": 5, "43a6": 5, "4b18": 5, "9c6c": 5, "8f8b30051718": 5, "cc29745a": 5, "925b": 5, "45d0": 5, "8b88": 5, "ce967322b6c4": 5, "3b89f178": 5, "8c48": 5, "4fc4": 5, "ae7d": 5, "27e2f4c6d9e1": 5, "a43de701": 5, "3bfe": 5, "4c7e": 5, "a78b": 5, "1d87a9af1122": 5, "15t11": 5, "5f2c68c1": 5, "68d7": 5, "4d3b": 5, "aa2b": 5, "254c73e4b59": 5, "e4c040e2": 5, "1506": 5, "4099": 5, "85f1": 5, "99e0e47244f7": 5, "9b4e0d0a": 5, "51d9": 5, "4d5b": 5, "a144": 5, "0a8c97cc1181": 5, "put": 5, "06_depth_profile_": 5, "reaction": 6, "learn": [6, 10], "ctd_station_isg_svr1_": 6, "nansen_legacy_cruis": 6, "anyon": 6, "ascii": 6, "yet": 6, "remov": 6, "suffix": 6, "filepath": 6, "259": 6, "258": 6, "260": 6, "jann": 6, "isg": 6, "svr1": 6, "259coordin": 6, "251": 6, "253": 6, "254": 6, "legacy_pr_ct_58us_2021708_isg": 6, "svr1time_coverage_start": 6, "12t19": 6, "04ztime_coverage_end": 6, "04zdate_upd": 6, "51zdate_cr": 6, "1282geospatial_lat_max": 6, "1282geospatial_lon_min": 6, "0032geospatial_lon_max": 6, "0032geospatial_vertical_min": 6, "261": 6, "isg_svr1pi_nam": 6, "s\u00f8reideinstitut": 6, "1creator_institut": 6, "svalbardstation_nam": 6, "svr1metadata_link": 6, "isg_svr1_ncproperti": 6, "quick": 6, "226": 6, "211": 6, "205": 6, "215": 6, "144": [4, 6], "118": 6, "081": 6, "913": 6, "861": 6, "826": 6, "809": 6, "743": 6, "703": 6, "687": 6, "652": 6, "544": 6, "508": 6, "483": 6, "434": 6, "399": 6, "355": 6, "298": 6, "225": 6, "173": [4, 6], "113": [4, 6], "073": 6, "006": 6, "008": 6, "067": [6, 7], "145": 6, "143": [4, 6], "248": 6, "136": 6, "748": 6, "594": 6, "623": 6, "374": 6, "383": 6, "367": 6, "351": 6, "376": 6, "391": 6, "396": 6, "398": 6, "393": 6, "371": 6, "159": 6, "944": 6, "928": 6, "964": 6, "154": [4, 6], "281": 6, "362": 6, "353": 6, "069": 6, "989": 6, "048": 6, "016": 6, "946": 6, "942": 6, "892": 6, "828": 6, "641": 6, "632": 6, "625": 6, "615": 6, "566": 6, "542": 6, "518": 6, "493": 6, "457": 6, "426": 6, "416": 6, "388": 6, "389": 6, "387": 6, "373": 6, "363": 6, "359": 6, "395": 6, "443": 6, "446": 6, "449": 6, "448": 6, "455": 6, "454": 6, "464": 6, "485": 6, "753": 6, "793": 6, "754": 6, "341": 6, "346": 6, "435": 6, "514": 6, "554": 6, "447": 6, "747": 6, "174": 6, "527": 6, "521": 6, "626": 6, "718": 6, "778": 6, "937": 6, "018": 6, "203": 6, "284": 6, "384": 6, "506": 6, "436": 6, "369": 6, "534": 6, "579": 6, "572": 6, "598": 6, "618": 6, "629": 6, "669": 6, "676": 6, "428": 6, "501": 6, "799": 6, "802": 6, "805": 6, "762": 6, "786": 6, "728": 6, "486": 6, "424": 6, "386": 6, "304": 6, "268": 6, "221": 6, "206": 6, "189": [6, 9], "233": 6, "243": 6, "239": 6, "246": 6, "271": 6, "274": 6, "276": 6, "279": 6, "289": 6, "293": 6, "305": 6, "325": 6, "329": 6, "328": 6, "334": 6, "343": 6, "344": 6, "358": 6, "379": 6, "415": 6, "411": [6, 7], "401": 6, "404": 6, "419": 6, "422": 6, "421": 6, "423": 6, "429": 6, "427": 6, "437": 6, "474": 6, "475": 6, "488": 6, "499": 6, "481": 6, "494": 6, "495": 6, "511": 6, "505": 6, "502": 6, "513": 6, "515": 6, "519": 6, "526": 6, "532": 6, "536": 6, "537": 6, "538": 6, "539": 6, "543": 6, "573": 6, "584": 6, "578": 6, "563": 6, "553": [6, 9], "548": 6, "569": 6, "577": 6, "633": 6, "653": 6, "677": 6, "688": 6, "692": 6, "714": 6, "725": 6, "729": 6, "752": 6, "768": 6, "803": 6, "825": 6, "836": 6, "839": 6, "831": 6, "864": 6, "869": 6, "867": 6, "872": 6, "871": 6, "827": 6, "821": 6, "816": 6, "813": 6, "233002": 6, "240002": 6, "243000": 6, "238998": 6, "820999": 6, "816002": 6, "813000": 6, "812000": 6, "siphon": 6, "catalog": 6, "tdscatalog": 6, "base_url": 6, "catalog_url": 6, "xml": 6, "travers": 6, "ctd_station_nleg02_": 6, "ctd_station_nleg02_1_": 6, "ctd_station_nleg02_2_": 6, "ctd_station_nleg02_3_": 6, "ctd_station_nleg02_4_": 6, "ctd_station_nleg02_5_": 6, "ctd_station_nleg03_": 6, "ctd_station_nleg05_": 6, "ctd_station_nleg05_01_": 6, "ctd_station_nleg05_02_": 6, "ctd_station_nleg06_": 6, "ctd_station_nleg06_01_": 6, "ctd_station_nleg06_02_": 6, "ctd_station_nleg07_01_": 6, "ctd_station_nleg08_": 6, "ctd_station_nleg08_1_": 6, "ctd_station_nleg09_": 6, "ctd_station_nleg09_1_": 6, "ctd_station_nleg10_": 6, "ctd_station_nleg10_1_": 6, "ctd_station_nleg11_1_": 6, "ctd_station_nleg11_2_": 6, "ctd_station_nleg12_": 6, "ctd_station_nleg14_": 6, "ctd_station_nleg15_": 6, "ctd_station_nleg16_": 6, "ctd_station_nleg17_": 6, "ctd_station_nleg18_": 6, "ctd_station_nleg19_": 6, "ctd_station_nleg20_": 6, "ctd_station_nleg22_": 6, "ctd_station_nleg23_": 6, "ctd_station_nleg24_": 6, "2_": 6, "3_": 6, "ctd_station_p2_nleg04": 6, "4_": 6, "ctd_station_p3_nleg07": 6, "5_": 6, "ctd_station_p4_nleg11": 6, "ctd_station_p5_nleg13": 6, "ctd_station_p5_nleg13_1_": 6, "ctd_station_p6_nleg21_npal15": 6, "ctd_station_p7_nleg25_npal16": 6, "turn": 6, "profile_url": 6, "04z": 6, "14t23": 6, "15t02": 6, "30z": 6, "15t03": 6, "15t04": 6, "26z": 6, "15t05": 6, "33z": 6, "15t07": 6, "15t08": 6, "11z": 6, "16t17": 6, "02z": 6, "16t20": 6, "16t21": 6, "06z": 6, "16t22": 6, "07z": 6, "16t23": 6, "27z": 6, "54z": 6, "17t15": 6, "44z": 6, "keyerror": 6, "traceback": [6, 9], "recent": [6, 9], "anaconda3": [6, 9], "lib": [6, 9], "python3": [6, 9], "site": [6, 9], "backend": [6, 9], "file_manag": 6, "cachingfilemanag": 6, "_acquire_with_cache_info": 6, "self": 6, "needs_lock": 6, "210": 6, "_cach": 6, "_kei": 6, "lru_cach": 6, "lrucach": 6, "__getitem__": 6, "_lock": 6, "move_to_end": 6, "class": 6, "netcdf4": [6, 9], "_netcdf4": 6, "clobber": 6, "true": [6, 7], "diskless": 6, "persist": 6, "6bf9e4bc": 6, "6922": 6, "477a": 6, "9496": 6, "7bd8dccf21ba": 6, "keyboardinterrupt": 6, "api": [6, 9], "filename_or_obj": [6, 9], "engin": [6, 9], "chunk": [6, 8, 9], "cach": [6, 9], "decode_cf": [6, 9], "mask_and_scal": [6, 9], "decode_tim": [6, 9], "decode_timedelta": [6, 9], "use_cftim": [6, 9], "concat_charact": [6, 9], "decode_coord": [6, 9], "drop_vari": [6, 9], "inline_arrai": [6, 9], "chunked_array_typ": [6, 9], "from_array_kwarg": [6, 9], "backend_kwarg": [6, 9], "kwarg": [6, 9], "560": 6, "decod": 6, "_resolve_decoders_kwarg": 6, "561": 6, "562": 6, "open_backend_dataset_paramet": 6, "open_dataset_paramet": 6, "568": 6, "571": 6, "overwrite_encoded_chunk": 6, "pop": 6, "backend_d": 6, "ds": 6, "_dataset_from_backend_dataset": 6, "580": 6, "590": 6, "591": 6, "592": 6, "netcdf4_": 6, "netcdf4backendentrypoint": 6, "lock": 6, "autoclos": 6, "def": [6, 8], "ignor": 6, "overrid": 6, "lsp": 6, "violat": 6, "support": 6, "str": 6, "os": 6, "pathlik": 6, "bufferediobas": 6, "abstractdatastor": 6, "643": 6, "_normalize_path": 6, "netcdf4datastor": 6, "645": 6, "646": 6, "649": 6, "650": 6, "654": 6, "656": 6, "store_entrypoint": 6, "storebackendentrypoint": 6, "close_on_error": 6, "cl": 6, "lock_mak": 6, "dict": 6, "402": 6, "manag": 6, "405": 6, "406": 6, "354": 6, "__init__": 6, "_group": 6, "_mode": 6, "data_model": 6, "_filenam": 6, "356": 6, "is_remot": 6, "is_remote_uri": 6, "414": 6, "properti": 6, "_acquir": 6, "410": 6, "409": 6, "_manag": 6, "acquire_context": 6, "root": 6, "_nc4_require_group": 6, "412": [4, 6], "contextlib": 6, "_generatorcontextmanag": 6, "__enter__": 6, "del": 6, "arg": 6, "kwd": 6, "func": 6, "gen": 6, "138": [4, 6], "stopiter": 6, "rais": [6, 7, 9], "runtimeerror": 6, "didn": 6, "yield": 6, "199": 6, "196": 6, "contextmanag": 6, "198": 6, "context": [6, 7], "acquir": 6, "copi": 6, "_open": 6, "_arg": 6, "218": 6, "219": 6, "ensur": 6, "overridden": 6, "220": 6, "src": 6, "pyx": 6, "2486": 6, "2011": 6, "genexpr": 6, "util": 6, "_find_dim": 6, "grp": 6, "dimnam": 6, "_sortbylist": 6, "instanc": 6, "initi": 6, "dataframes_list": 6, "profile_df": 6, "master_df": 6, "concat": 6, "reset": 6, "reset_index": 6, "inplac": 6, "exclud": 6, "128197": 6, "0032": 6, "32028": 6, "3362": 6, "722": 6, "003799": 6, "0427": 6, "25t03": 6, "53z": 6, "32029": 6, "3363": 6, "32030": 6, "3364": 6, "32031": 6, "3365": 6, "32032": 6, "3366": 6, "32033": 6, "profile_data": 6, "transpos": 6, "theb": 6, "result": 6, "19t14": 6, "47z": 6, "20t13": 6, "18z": 6, "20t19": 6, "22t13": 6, "23t06": 6, "20z": 6, "23t09": 6, "55z": 6, "24t01": 6, "24t14": 6, "40z": 6, "782": 6, "960": 6, "551": 6, "535": 6, "528": 6, "620": 6, "456": 6, "958": 6, "541": 6, "524": 6, "630": 6, "950": 6, "498": 6, "829": 6, "547": 6, "440": 6, "956": 6, "732": 6, "973": 6, "875": 6, "452": 6, "552": [6, 9], "549": 6, "550": [6, 9], "961": 6, "733": 6, "976": 6, "708": 6, "627": 6, "719": 6, "3367": 6, "3368": 6, "3369": 6, "3370": 6, "multiindex": 6, "from_tupl": 6, "499802": 6, "595802": 6, "693001": 6, "764503": 6, "812202": 6, "914703": 6, "000198": 6, "000000": 6, "400002": 6, "512199": 6, "480003": 6, "732498": 6, "547798": 6, "546700": 6, "542503": 6, "542702": 6, "000999": 6, "981697": 6, "003200": 6, "219801": 6, "756800": 6, "303699": 6, "617298": 6, "897999": 6, "516300": 6, "002300": 6, "999699": 6, "999802": 6, "814499": 6, "202499": 6, "121498": 6, "858700": 6, "795000": 6, "891500": 6, "846001": 6, "982201": 6, "979000": 6, "042700": 6, "take": [6, 9], "identifi": 6, "transect_dataset": 6, "scipi": [6, 9], "interpol": 6, "griddata": 6, "meshgrid": 6, "x_mesh": 6, "y_mesh": 6, "flatten": 6, "flat_x": 6, "flat_i": 6, "flat_z_temp": 6, "flat_z_psal": 6, "zi_temp": 6, "linear": 6, "zi_psal": 6, "contourf": 6, "cmap": 6, "rdylbu_r": 6, "colorbar": 6, "xlabel": 6, "ylabel": 6, "gca": 6, "invert_yaxi": 6, "extra": 7, "secondari": 7, "relat": 7, "primari": 7, "dedic": 7, "017": 7, "014": 7, "deriv": 7, "014xarrai": 7, "5coordin": 7, "50standard_nam": 7, "depthunit": 7, "014standard_nam": 7, "bottlesunit": 7, "space": 7, "term": 7, "chla_flag_possible_valu": 7, "chla_flag_mean": 7, "missing_valu": 7, "wonder": 7, "adher": [7, 10], "v": 7, "oceansites_data_format_reference_manu": 7, "pdf": 7, "chla_flag": 7, "chlorophyll_a_quality_flag": 7, "1xarrai": [7, 8], "int641": 7, "search": 7, "flag_valu": 7, "valid_rang": 7, "invalid": 7, "quality_flag": 7, "qualityinform": 7, "bad_": 7, "127xarrai": 7, "flagstandard_nam": 7, "quality_flagflag_valu": 7, "missing_valuevalid_rang": 7, "qualityinformation_fillvalu": 7, "4xarrai": 7, "physicalmeasurementancillary_vari": 7, "chlorophyll_a_quality_flagsarrai": 7, "1long_nam": 7, "127arrai": 7, "suppos": [7, 8], "good_quality_chlorophyll_a": 7, "chlorophyll_a_quality_flagsxarrai": 7, "014arrai": 7, "filtered_volum": 7, "covereage_content_typ": 7, "auxiliaryinform": 7, "filtered_volumearrai": 7, "valuesunit": 7, "lcovereage_content_typ": 7, "auxiliaryinformation_fillvalu": 7, "expand": 7, "At": 7, "commun": 7, "suggest": 7, "github": 7, "repositori": 7, "guidelin": 7, "construct": 7, "melt": 8, "confus": 8, "leap": 8, "epoch": 8, "calcul": 8, "get_days_since_epoch": 8, "days_since_epoch": 8, "first_day_of_month": 8, "date": 8, "days_since_epoch_2023": 8, "19358": 8, "19389": 8, "19417": 8, "19448": 8, "19478": 8, "19509": 8, "19539": 8, "19570": 8, "19601": 8, "19631": 8, "19662": 8, "19692": 8, "maximum_monthly_temperatur": 8, "air_temperatur": 8, "celsiu": 8, "12coordin": 8, "int6419358": 8, "19692standard_nam": 8, "timelong_nam": 8, "monthsunit": 8, "01coverage_content_typ": 8, "float644": 8, "1standard_nam": 8, "air_temperaturelong_nam": 8, "monthunit": 8, "celsiuscoverage_content_typ": 8, "time_bounds_2d_arrai": 8, "738521": 8, "738551": 8, "738552": 8, "738579": 8, "738580": 8, "738610": 8, "738611": 8, "738640": 8, "738641": 8, "738671": 8, "738672": 8, "738701": 8, "738702": 8, "738732": 8, "738733": 8, "738763": 8, "738764": 8, "738793": 8, "738794": 8, "738824": 8, "738825": 8, "738854": 8, "738855": 8, "738885": 8, "create_datafram": 8, "last_day_of_month": 8, "end_of_month": 8, "timedelta": 8, "toordin": 8, "df_2023": 8, "to_numpi": 8, "nv": 8, "expand_dim": 8, "time_bound": 8, "738885xarrai": 8, "2time": 8, "int64738521": 8, "738885arrai": 8, "readabl": 8, "cell_method": 8, "median": 8, "standard_devi": 8, "minimum_depth": 8, "maximum_depth": 8, "depths_2d_arrai": 8, "depth_bound": 8, "sea_ice_salin": 8, "cm": 8, "38xarrai": 8, "2depth": 8, "30standard_nam": 8, "coreunit": 8, "cmposit": 8, "downcoverage_content_typ": 8, "coordinatebound": 8, "depth_boundsarrai": 8, "float6435": 8, "sea_ice_salinitylong_nam": 8, "physicalmeasurementcell_method": 8, "meanarrai": 8, "38arrai": 8, "wind": 8, "speed": 8, "give": 8, "timestamps_hour": 8, "num_latitud": 8, "num_longitud": 8, "num_timestamp": 8, "purpos": 8, "mean_wind_spe": 8, "wind_speed_3d_arrai": 8, "syntaxerror": 8, "expect": 8, "valueerror": 9, "updat": 9, "plugin": 9, "guess_engin": 9, "555": 9, "556": 9, "store_spec": 9, "190": 9, "error_msg": 9, "found": 9, "match": 9, "io": 9, "compatible_engin": 9, "193": 9, "dev": 9, "en": 9, "stabl": 9, "194": 9, "did": [9, 10], "explicitli": 9, "via": 9, "paramet": 9, "xxxx": 9, "noth": 10, "experienc": 10, "necessarili": 10, "unless": 10, "content": 10, "anyth": 10, "me": 10, "ipython": [0, 1, 2, 3, 4], "youtubevideo": [0, 1, 2, 3, 4], "699jkjljgym": 0, "float64index": [0, 1, 2, 3, 4], "67epsk7vkc4": 1, "0x7f9f6bb12710": 1, "0x7f9f6b9dab10": 1, "0x7f9f6af32b10": 1, "0x7f9f6b9c17d0": 1, "0x7f9f6af02b50": 1, "0x7f9f6b8cab10": 1, "0x7f9f6ac85090": 1, "0x7f9f6a7eab90": 1, "rgbqsqwvvcc": 2, "a5qvdsffqrm": 3, "int64index": [3, 4], "20xarrai": 3, "int6429": 3, "20arrai": 3, "231750": 3, "129292": 3, "410052": 3, "330582": 3, "971523": 3, "932541": 3, "593607": 3, "161767": 3, "378726": 3, "235372": 3, "872576": 3, "382029": 3, "750375": 3, "367724": 3, "236008": 3, "775534": 3, "112016": 3, "220890": 3, "306293": 3, "966600": 3, "932082": 3, "812490": 3, "082101": 3, "691867": 3, "304471": 3, "947043": 3, "633124": 3, "329237": 3, "079605": 3, "830769": 3, "2317505": 3, "12929166": 3, "41005224": 3, "33058212": 3, "97152347": 3, "93254122": 3, "59360693": 3, "16176728": 3, "37872646": 3, "23537203": 3, "87257569": 3, "38202933": 3, "75037503": 3, "3677238": 3, "23600757": 3, "11201583": 3, "2208902": 3, "30629333": 3, "96659981": 3, "93208171": 3, "81248963": 3, "0821011": 3, "69186685": 3, "30447062": 3, "94704276": 3, "63312379": 3, "32923735": 3, "07960516": 3, "83076924": 3, "83xarrai": 3, "float6432": 3, "83arrai": 3, "20standard_nam": 3, "83standard_nam": 3, "50z": 3, "1d6yc": 4, "r9abu": 4, "184": 4, "841": 4, "2974": 4, "677arrai": 4, "29730287e": 4, "18388064e": 4, "84126870e": 4, "56442790e": 4, "90060187e": 4, "44388014e": 4, "95966456e": 4, "40762363e": 4, "31694014e": 4, "51275087e": 4, "16819735e": 4, "62330872e": 4, "40742416e": 4, "14762077e": 4, "79284915e": 4, "01051293e": 4, "16061151e": 4, "29909243e": 4, "75218096e": 4, "27168230e": 4, "88721693e": 4, "38707692e": 4, "96226387e": 4, "80554934e": 4, "98887959e": 4, "24501891e": 4, "36546112e": 4, "07094438e": 4, "06233961e": 4, "46946304e": 4, "24506949e": 4, "50248004e": 4, "43653566e": 4, "14645450e": 4, "08341399e": 4, "35929354e": 4, "76140758e": 4, "71579913e": 4, "33713886e": 4, "26769742e": 4, "27904383e": 4, "24184909e": 4, "88826347e": 4, "70736563e": 4, "65547529e": 4, "98053932e": 4, "17139807e": 4, "73460723e": 4, "81360086e": 4, "34001566e": 4, "19950166e": 4, "59636028e": 4, "05243257e": 4, "09143632e": 4, "85208310e": 4, "79346650e": 4, "02312937e": 4, "11876998e": 4, "04482758e": 4, "86798062e": 4, "56657271e": 4, "94124534e": 4, "42693664e": 4, "28691461e": 4, "31397502e": 4, "61323998e": 4, "42297163e": 4, "25514858e": 4, "06918167e": 4, "95938723e": 4, "54825434e": 4, "42841893e": 4, "28539747e": 4, "86420458e": 4, "12106041e": 4, "25708485e": 4, "86740756e": 4, "57397017e": 4, "47975180e": 4, "73957798e": 4, "35661829e": 4, "85600855e": 4, "03330486e": 4, "67270914e": 4, "74448572e": 4, "25694291e": 4, "08876633e": 4, "66224625e": 4, "83830186e": 4, "00908686e": 4, "04318933e": 4, "12058882e": 4, "20644250e": 4, "90411127e": 4, "54570216e": 4, "10171074e": 4, "66007193e": 4, "04787432e": 4, "70406888e": 4, "23991652e": 4, "18968070e": 4, "61545225e": 4, "05730881e": 4, "03952557e": 4, "32812260e": 4, "78212080e": 4, "97392913e": 4, "67731697e": 4, "3144": 4, "3719": 4, "8918": 4, "4086": 4, "465": 4, "6103": 4, "896": 4, "156": 4, "93xarrai": 4, "6103arrai": 4, "31442298": 4, "37186486": 4, "89175894": 4, "35381091": 4, "42298519": 4, "86366941": 4, "1285485": 4, "67681026": 4, "39359271": 4, "33410271": 4, "00645611": 4, "75200655": 4, "15326576": 4, "79513939": 4, "68948449": 4, "63713208": 4, "52040431": 4, "73860617": 4, "96929213": 4, "41165139": 4, "18418043": 4, "29791374": 4, "13166047": 4, "70613258": 4, "86748078": 4, "06064639": 4, "17431385": 4, "91342961": 4, "56467001": 4, "3070612": 4, "01995465": 4, "96886991": 4, "14103095": 4, "42207916": 4, "93437094": 4, "337254": 4, "56541698": 4, "35730351": 4, "32942897": 4, "53332867": 4, "03206663": 4, "36138215": 4, "88778958": 4, "47663117": 4, "00674575": 4, "17763386": 4, "70808259": 4, "95813141": 4, "21480453": 4, "24928252": 4, "8207419": 4, "13466487": 4, "64601279": 4, "00580161": 4, "96327407": 4, "66660425": 4, "44254703": 4, "49016297": 4, "95092752": 4, "68402475": 4, "0364008": 4, "06979758": 4, "41977257": 4, "04157561": 4, "1281028": 4, "06032187": 4, "55193326": 4, "70960954": 4, "90115042": 4, "9172195": 4, "83824067": 4, "47241553": 4, "88974885": 4, "95111486": 4, "55429091": 4, "46400814": 4, "08551224": 4, "02608824": 4, "96794298": 4, "94370973": 4, "41594332": 4, "84143792": 4, "29299434": 4, "98005967": 4, "41383606": 4, "64756034": 4, "7732397": 4, "77791243": 4, "89000761": 4, "62021766": 4, "5678002": 4, "26946859": 4, "95977585": 4, "46112992": 4, "28591536": 4, "5122418": 4, "21037796": 4, "40858309": 4, "46504583": 4, "61029173": 4, "32arrai": 4, "4886676": 4, "69594849": 4, "66986479": 4, "41193882": 4, "44157423": 4, "12362955": 4, "04489245": 4, "29082406": 4, "35150729": 4, "89282835": 4, "71123523": 4, "27510472": 4, "29680328": 4, "59369782": 4, "50049578": 4, "30981317": 4, "82997181": 4, "35292596": 4, "57018977": 4, "47020516": 4, "58987988": 4, "34881945": 4, "30340812": 4, "75712151": 4, "6191108": 4, "85901911": 4, "99536768": 4, "22273169": 4, "6801014": 4, "48733837": 4, "9376388": 4, "35225246": 4, "71875448": 4, "6857475": 4, "78970585": 4, "53077404": 4, "27229314": 4, "91939612": 4, "69978416": 4, "7626704": 4, "0321003": 4, "2170661": 4, "70407666": 4, "28380035": 4, "69462638": 4, "19398186": 4, "26612459": 4, "09551551": 4, "386417": 4, "71918709": 4, "8714128": 4, "81145388": 4, "92874493": 4, "30867711": 4, "49774655": 4, "81469496": 4, "78803415": 4, "92589985": 4, "63294474": 4, "30958577": 4, "12174513": 4, "02319782": 4, "25171224": 4, "27928716": 4, "01900842": 4, "47362155": 4, "74019023": 4, "98977177": 4, "99254038": 4, "05522188": 4, "8384074": 4, "26602948": 4, "91698596": 4, "66703283": 4, "01188637": 4, "45316157": 4, "87164407": 4, "76755194": 4, "63381237": 4, "02301107": 4, "88713898": 4, "97980869": 4, "7572433": 4, "02298939": 4, "58749734": 4, "21390231": 4, "15090174": 4, "34641485": 4, "58187405": 4, "65213606": 4, "87908631": 4, "48461782": 4, "69251269": 4, "33814681": 4, "82255285": 4, "99928075": 4, "62515657": 4, "79605527": 4, "89569423": 4, "31817245": 4, "93arrai": 4, "27783465": 4, "34783037": 4, "52111548": 4, "48163785": 4, "119": 4, "14248872": 4, "04216903": 4, "57894062": 4, "45954283": 4, "97742338": 4, "64647313": 4, "78087686": 4, "05518552": 4, "15504409": 4, "94328509": 4, "3598121": 4, "133": 4, "8364253": 4, "23840394": 4, "95640126": 4, "82050608": 4, "27098841": 4, "81598617": 4, "141": 4, "05617541": 4, "00708664": 4, "168": 4, "5330412": 4, "9728711": 4, "45445806": 4, "3493489": 4, "59594725": 4, "45915868": 4, "37713145": 4, "130": 4, "16087052": 4, "52662793": 4, "83166087": 4, "85676361": 4, "0300951": 4, "19004922": 4, "45371835": 4, "65166334": 4, "8817983": 4, "65190485": 4, "150": 4, "48072339": 4, "108": 4, "32632087": 4, "03233456": 4, "04427618": 4, "10789165": 4, "85166448": 4, "155": 4, "00349857": 4, "52174701": 4, "51643572": 4, "115": 4, "77854528": 4, "47674034": 4, "25629079": 4, "14108362": 4, "158": 4, "03247498": 4, "67216141": 4, "80145001": 4, "86778546": 4, "6041007": 4, "68193936": 4, "179": 4, "89210633": 4, "8977905": 4, "05351228": 4, "13634592": 4, "50970035": 4, "169": 4, "70491423": 4, "10065381": 4, "19168379": 4, "41259146": 4, "80621338": 4, "42116845": 4, "6330042": 4, "161": 4, "48308133": 4, "110": 4, "47294083": 4, "31392934": 4, "96127887": 4, "30403754": 4, "59737932": 4, "35736646": 4, "59144555": 4, "164": 4, "30690785": 4, "51850223": 4, "153": 4, "95081748": 4, "69835412": 4, "33730049": 4, "4852469": 4, "88767257": 4, "82036629": 4, "0741129": 4, "54139585": 4, "57985518": 4, "8545144": 4, "70140721": 4, "104": 4, "84149711": 4, "43885724": 4, "33594209": 4, "22523239": 4, "29241948": 4, "11833095": 4, "87986206": 4, "93070919": 4}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"01": 0, "open": [0, 1], "understand": 0, "import": 0, "some": [0, 4], "data": [0, 2, 3, 4, 5, 6, 7, 8, 9], "from": [0, 3, 6, 9, 10], "opendap": 0, "global": [0, 3, 5], "attribut": [0, 3, 5], "dimens": [0, 1, 2, 3], "cordin": 0, "variabl": [0, 1, 2, 3, 7], "cite": 0, "02": 1, "creat": [1, 3, 5, 9], "plot": [1, 6], "file": [1, 3, 4, 5, 6, 9], "one": [1, 5], "2d": [1, 3], "e": [1, 3], "g": [1, 3], "map": 1, "03": 2, "extract": [2, 9], "differ": [2, 5], "format": 2, "1": 2, "numpi": 2, "arrai": [2, 3], "panda": [2, 3], "datafram": [2, 3], "multipl": [2, 3, 4, 5, 6, 8], "ctd": 2, "publish": [2, 4], "cruis": 2, "04": 3, "cf": [3, 5], "netcdf": [3, 4, 5, 6, 9, 10], "initialis": 3, "your": [3, 4, 5], "xarrai": 3, "dataset": 3, "object": 3, "coordin": 3, "our": 3, "ar": 3, "time": [3, 4, 5], "seri": [3, 4], "10": [3, 9], "point": [3, 4], "timestamp": 3, "we": [3, 4], "have": [3, 4, 8], "1d": 3, "depth": 3, "profil": [3, 4], "grid": [3, 4], "latitud": 3, "longitud": 3, "exampl": [3, 7], "3d": 3, "metadata": 3, "export": 3, "check": 3, "05": 4, "how": [4, 5], "structur": 4, "you": [4, 8], "what": 4, "consid": 4, "an": 4, "appropri": 4, "level": 4, "granular": 4, "learn": 4, "about": 4, "A": [4, 5], "instrument": 4, "move": 4, "multidimension": 4, "random": 4, "space": 4, "ungrid": 4, "final": 4, "rule": 4, "thumb": 4, "06": 5, "go": 5, "refresh": 5, "singl": 5, "quick": 5, "introduct": 5, "loop": [5, 6], "through": [5, 6], "csv": [5, 6], "contain": 5, "each": 5, "json": 5, "yaml": 5, "same": 5, "07": 6, "combin": 6, "introduc": 6, "all": 6, "xlsx": 6, "08": 7, "ancillari": 7, "basic": 7, "without": 7, "assign": 7, "qualiti": 7, "statu": 7, "flag": 7, "retriev": 7, "onli": 7, "good_qual": 7, "other": 7, "09": 8, "cell": 8, "method": 8, "maximum": 8, "monthli": 8, "temperatur": 8, "ic": 8, "core": 8, "when": 8, "bound": 8, "group": 9, "python": 10, "beginn": 10, "pro": 10}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 56}}) \ No newline at end of file +Search.setIndex({"docnames": ["01_opening_and_understanding", "02_creating_plots", "03_extracting_data_to_different_formats", "04_creating_a_cfnetcdf_file", "05_how_to_structure_your_NetCDF_file_or_files", "06_creating_multiple_cfnetcdf_files_in_one_go", "07_combing_data_from_multiple_netcdf_files", "08_ancillary_variables", "09_cells_and_cell_methods", "10_netcdf_files_with_groups", "intro"], "filenames": ["01_opening_and_understanding.ipynb", "02_creating_plots.ipynb", "03_extracting_data_to_different_formats.ipynb", "04_creating_a_cfnetcdf_file.ipynb", "05_how_to_structure_your_NetCDF_file_or_files.ipynb", "06_creating_multiple_cfnetcdf_files_in_one_go.ipynb", "07_combing_data_from_multiple_netcdf_files.ipynb", "08_ancillary_variables.ipynb", "09_cells_and_cell_methods.ipynb", "10_netcdf_files_with_groups.ipynb", "intro.md"], "titles": ["01: Opening and understanding", "02: Creating Plots", "03: Extracting data to different formats", "04: Creating a CF-NetCDF file", "05: How to structure you NetCDF file or files", "06: Creating multiple CF-NetCDF files in one go", "07: Combining data from multiple netcdf files", "08: Ancillary variables", "09: Cells and cell methods", "10: NetCDF files with groups", "NetCDF in Python: From beginner to pro"], "terms": {"In": [0, 2, 3, 4, 5, 6, 7, 8, 9], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "notebook": [0, 2, 4, 5, 6], "we": [0, 1, 2, 5, 6, 7, 8, 9], "go": [0, 1, 3, 4, 6, 10], "through": [0, 1, 2, 3, 4], "how": [0, 1, 2, 3, 6, 7, 8, 9, 10], "netcdf": [0, 1, 2, 7, 8], "file": [0, 2, 7, 8, 10], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8], "python": [0, 1, 3, 4, 5, 6], "also": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10], "try": [0, 1, 2, 3, 4, 6], "extract": [0, 3, 5, 6, 10], "metadata": [0, 1, 4, 5, 7, 8], "firstli": [0, 1, 3, 4, 5], "let": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "s": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "modul": [0, 3, 4], "work": [0, 2, 3, 4, 5, 6, 7, 10], "xarrai": [0, 1, 2, 4, 5, 6, 7, 8, 9], "xr": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "For": [0, 1, 2, 3, 4, 5, 6, 7], "object": [0, 1, 2, 4, 6, 8], "have": [0, 1, 2, 5, 6, 7, 10], "you": [0, 1, 2, 3, 5, 6, 7, 9, 10], "heard": [0, 4], "run": [0, 3], "cell": [0, 3, 6, 9], "below": [0, 1, 3, 4, 5, 6, 8, 10], "which": [0, 2, 3, 4, 5, 6, 7], "stand": 0, "sourc": [0, 5], "project": [0, 1, 2, 3, 4, 5, 6], "network": [0, 1, 2, 4], "access": [0, 1, 2, 4, 5, 6], "protocol": [0, 1], "make": [0, 1, 3, 4, 5, 6, 7, 8, 10], "easier": [0, 2, 3, 4, 6], "share": 0, "scientif": [0, 7], "over": [0, 1, 2, 3, 4], "internet": 0, "One": [0, 2, 3, 4, 5], "advantag": [0, 3, 4], "don": [0, 2, 3, 4, 6, 7], "t": [0, 1, 2, 3, 4, 6, 7], "need": [0, 1, 2, 3, 4, 5, 6, 7, 8], "download": [0, 4, 6], "them": [0, 1, 2, 3, 4, 5, 7, 10], "netcdf_fil": [0, 1, 2, 3, 5, 9], "http": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "opendap1": [0, 1, 2, 6], "nodc": [0, 1, 2, 6], "physic": [0, 2, 6], "point": [0, 1, 2, 5, 6, 8], "cruis": [0, 1, 4, 6], "nansen_legaci": [0, 1, 2, 6], "single_profil": [0, 2, 6], "nmdc_nansen": [0, 2, 6], "legacy_pr_ct_58us_2021708": [0, 2, 6], "ctd_station_p1_nleg01": [0, 2, 6], "1_": [0, 2, 6], "_nansen_legacy_cruise_": [0, 2, 6], "_2021_joint_cruise_2": [0, 2, 6], "1": [0, 1, 3, 4, 5, 6, 7, 8, 9], "nc": [0, 1, 2, 3, 5, 6], "xrd": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "open_dataset": [0, 1, 2, 6, 9], "lt": [0, 1, 2, 3, 4, 5, 6, 7, 8], "dataset": [0, 1, 2, 4, 5, 6, 7, 8], "gt": [0, 1, 2, 3, 4, 5, 6, 7, 8], "pre": [0, 2, 3, 6], "320": [0, 2], "coordin": [0, 1, 2, 4, 5, 6, 7, 8], "float32": [0, 1, 2, 3, 6], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "3": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "4": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "317": [0, 1, 2], "318": [0, 2], "319": [0, 2, 6], "12": [0, 1, 2, 3, 4, 5, 6, 8], "33": [0, 1, 2, 3, 4, 6], "pres_qc": [0, 2, 6], "temp": [0, 1, 2, 4, 6], "psal": [0, 2, 6], "flu2": [0, 2, 6], "cndc": [0, 2, 6], "den": [0, 2, 6], "oxyocpvl": [0, 2, 6], "1_qc": [0, 2, 6], "spar_qc": [0, 2, 6], "par_qc": [0, 2, 6], "2_qc": [0, 2, 6], "attnzs01_qc": [0, 2, 6], "73": [0, 2, 3, 4, 5, 6], "qc_manual": [0, 2, 6], "recommend": [0, 2, 3, 4, 6, 8], "situ": [0, 1, 2, 6], "Near": [0, 2, 6], "re": [0, 2, 6], "contact": [0, 2, 6], "datahjelp": [0, 1, 2, 6], "hi": [0, 2, 6], "distribution_stat": [0, 2, 6], "These": [0, 1, 2, 3, 4, 6], "ar": [0, 1, 2, 4, 5, 6, 7, 8, 10], "public": [0, 1, 2, 6], "free": [0, 2, 6], "charg": [0, 2, 6], "naming_author": [0, 1, 2, 3, 5, 6], "uni": [0, 1, 2, 3, 6], "licens": [0, 2, 3, 5, 6], "creativecommon": [0, 2, 3, 5, 6], "org": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "data_assembly_cent": [0, 2, 6], "imr": [0, 1, 2, 6], "station_nam": [0, 2, 5, 6], "p1": [0, 2], "nleg01": [0, 2], "_ncproperti": [0, 1, 2, 6], "version": [0, 1, 2, 3, 6], "6": [0, 1, 2, 3, 4, 6, 7, 8], "hdf5": [0, 1, 2, 6], "10": [0, 1, 2, 4, 5, 6, 7, 8], "5": [0, 1, 2, 3, 4, 5, 6, 7, 8], "date_cr": [0, 1, 2, 3, 5], "2022": [0, 1, 2, 3, 6], "08": [0, 1, 2, 3, 4, 5, 6], "08t12": [0, 2, 6], "44": [0, 2, 4, 6], "34z": [0, 2], "doi": [0, 1, 2, 4, 6], "21335": [0, 1, 2, 6], "nmdc": [0, 1, 2, 6], "2085836005": [0, 2, 6], "p1_nleg01": [0, 2], "titl": [0, 1, 2, 3, 5, 6], "_nansen_legacy_": [0, 2], "metadata_link": [0, 2, 6], "datasetdimens": [0, 1, 2, 3, 4, 5, 6, 7, 8], "320coordin": [0, 2], "float321": [0, 2], "0axi": [0, 1, 2, 6], "zuncertainti": [0, 2, 6], "comment": [0, 1, 2, 6], "ancillary_vari": [0, 2, 6, 7], "pres_qcstandard_nam": [0, 2, 6], "sea_water_pressurelong_nam": [0, 2, 5, 6], "sea": [0, 1, 2, 3, 4, 5, 6, 7, 8], "pressureunit": [0, 2, 5, 6], "dbarposit": [0, 2, 6], "downdata_mod": [0, 2, 6], "dcoverage_content_typ": [0, 2, 6], "physicalmeasurementarrai": [0, 2, 3, 5, 6, 7, 8], "dtype": [0, 1, 2, 3, 4, 5, 6, 7, 8], "convent": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "copernicu": [0, 2, 6], "marin": [0, 1, 2, 6], "refer": [0, 1, 2, 6, 7], "tabl": [0, 1, 2, 3, 6, 7], "2valid_min": [0, 2, 6], "0valid_max": [0, 1, 2, 6], "9flag_valu": [0, 2, 6], "7": [0, 1, 2, 3, 4, 5, 6, 7, 8], "8": [0, 1, 2, 3, 4, 6, 7, 8], "9": [0, 2, 3, 4, 6, 7, 8], "flag_mean": [0, 2, 6, 7], "no_qc_perform": [0, 2, 6, 7], "good_data": [0, 2, 6, 7], "probably_good_data": [0, 2, 6, 7], "bad_data_that_are_potentially_correct": [0, 2, 6, 7], "bad_data": [0, 2, 6, 7], "value_chang": [0, 2, 6, 7], "value_below_detect": [0, 2, 6, 7], "nominal_valu": [0, 2, 6, 7], "interpolated_valu": [0, 2, 6, 7], "missing_valuelong_nam": [0, 2, 6], "pressur": [0, 2, 5, 6], "qualiti": [0, 2, 5, 6], "flag": [0, 2, 6], "valu": [0, 1, 2, 3, 4, 5, 6, 7, 8], "standard_nam": [0, 1, 2, 3, 5, 6, 7, 8], "sea_water_temperaturelong_nam": [0, 2, 3, 5, 6], "temperatureunit": [0, 2, 6], "degrees_cvalid_min": [0, 2, 6], "5valid_max": [0, 1, 2, 6], "40": [0, 1, 2, 4, 5, 6, 7], "0ancillary_vari": [0, 2, 6], "temp_qc": [0, 2, 6], "data_mod": [0, 2, 6], "physicalmeasur": [0, 1, 2, 3, 5, 6, 7, 8], "sea_water_practical_salinitylong_nam": [0, 2, 6], "practic": [0, 2, 3, 4, 5, 6], "salinityunit": [0, 2, 6], "001valid_min": [0, 2, 6], "41": [0, 2, 3, 4, 6], "psal_qc": [0, 2, 6], "mass_concentration_of_chlorophyll_a_in_sea_waterlong_nam": [0, 1, 2, 3, 6, 7], "chlorophyl": [0, 1, 2, 6, 7], "fluorescenceunit": [0, 2, 6], "mg": [0, 2, 6], "m": [0, 1, 2, 3, 4, 5, 6, 8], "3valid_min": [0, 2, 6], "100": [0, 2, 3, 4, 6], "flu2_qc": [0, 2, 6], "rcomment": [0, 2, 6], "fluoresc": [0, 2, 6], "wet": [0, 2, 6], "lab": [0, 2, 6], "eco": [0, 2, 6], "afl": [0, 2, 6], "fl": [0, 2, 6], "coverage_content_typ": [0, 2, 3, 5, 6, 7, 8], "sea_water_electrical_conductivitylong_nam": [0, 2, 6], "electr": [0, 2, 6], "conductivityunit": [0, 2, 6], "1valid_min": [0, 2, 6], "50": [0, 1, 2, 3, 4, 5, 6, 7], "cndc_qc": [0, 2, 6], "sea_water_sigma_thetalong_nam": [0, 2, 6], "densiti": [0, 2, 6], "sigma": [0, 2, 6], "theta": [0, 2, 6], "unit": [0, 1, 2, 3, 5, 6, 7, 8], "kg": [0, 2, 6], "20": [0, 1, 2, 3, 4, 6, 7, 8], "dens_qc": [0, 2, 6], "svel": [0, 2, 6], "speed_of_sound_in_sea_waterlong_nam": [0, 2, 6], "sound": [0, 2, 4, 6], "velocityunit": [0, 2, 6], "1000": [0, 2, 4, 6], "svel_qc": [0, 2, 6], "veloc": [0, 2, 6], "chen": [0, 2, 6], "millero": [0, 2, 6], "ccomd003": [0, 2, 6], "concentration_of_colored_dissolved_organic_matter_in_sea_water_expressed_as_equivalent_mass_fraction_of_quinine_sulfate_dihydratelong_nam": [0, 2, 6], "cdom": [0, 2, 6], "gelbstoff": [0, 2, 6], "per": [0, 2, 5, 6, 8], "volum": [0, 1, 2, 6, 7], "water": [0, 1, 2, 4, 5, 6, 7], "bodi": [0, 2, 6], "fluorometerunit": [0, 2, 6], "ccomd003_qc": [0, 2, 6], "dox1": [0, 2, 6], "volume_fraction_of_oxygen_in_sea_waterlong_nam": [0, 2, 6], "dissolv": [0, 2, 6], "oxygenunit": [0, 2, 6], "ml": [0, 2, 6], "l": [0, 1, 2, 6, 7], "oxygen": [0, 2, 6], "sbe": [0, 2, 6], "43": [0, 2, 4, 6], "ws": [0, 2, 6], "2coverage_content_typ": [0, 2, 6], "dox2": [0, 2, 6], "moles_of_oxygen_per_unit_mass_in_sea_waterlong_nam": [0, 2, 6], "302": [0, 1, 2, 6], "265mol": [0, 2, 6], "sbox0mm": [0, 2, 6], "kgcoverage_content_typ": [0, 2, 6], "conduct": [0, 2, 6], "x27": [0, 1, 2, 3, 4, 5, 6, 7, 8], "342": [0, 1, 2, 6], "200": [0, 1, 2, 6], "231long_nam": [0, 2, 6], "raw": [0, 2, 6], "signal": [0, 2, 6], "voltag": [0, 2, 6], "instrument": [0, 2, 5, 6], "output": [0, 2, 4, 6], "sensounit": [0, 2, 6], "vvalid_min": [0, 2, 6], "43coverage_content_typ": [0, 2, 6], "spar": [0, 2, 6], "photosynthet": [0, 2, 6], "activ": [0, 2, 6], "radiationunit": [0, 2, 6], "316": [0, 2, 6], "274mol": [0, 2, 6], "10000": [0, 2, 6], "surfac": [0, 1, 2, 4, 6], "irradiancecoverage_content_typ": [0, 2, 6], "par": [0, 2, 6], "irradi": [0, 2, 6], "biospher": [0, 2, 6], "licorcoverage_content_typ": [0, 2, 6], "salin": [0, 2, 3, 5, 6, 8], "psu": [0, 2, 5, 6], "temperatur": [0, 1, 2, 3, 4, 5, 6], "ITS": [0, 2, 6], "68": [0, 2, 4, 5, 6], "deg": [0, 2, 6], "c": [0, 2, 6], "attnzs01": [0, 2, 6], "transmissomet": [0, 2, 6], "calibr": [0, 2, 6], "zero": [0, 2, 6], "clear": [0, 2, 3, 4, 6], "waterunit": [0, 2, 5, 6], "valid_min": [0, 2, 6, 7], "beam": [0, 2, 6], "transmiss": [0, 2, 6], "star": [0, 2, 6], "fluoromet": [0, 2, 6], "senso": [0, 2, 6], "radiat": [0, 2, 6], "index": [0, 1, 2, 3, 4, 5, 6, 7, 8], "prespandasindexpandasindex": [0, 2, 6], "311": [0, 2, 6], "312": [0, 1, 2], "313": [0, 2], "314": [0, 2], "315": [0, 2, 6], "name": [0, 1, 2, 3, 4, 5, 6, 7, 8], "length": [0, 1, 2, 3, 4, 6, 7], "real": [0, 2, 6], "time": [0, 1, 2, 6, 7, 8], "control": [0, 2, 5, 6], "13155": [0, 2, 6], "36230contact": [0, 2, 6], "nodistribution_stat": [0, 2, 6], "user": [0, 2, 3, 4, 5, 6, 7, 9, 10], "assum": [0, 2, 3, 6, 8], "all": [0, 1, 2, 3, 4, 5], "risk": [0, 2, 6], "must": [0, 2, 3, 6], "displai": [0, 1, 2, 3, 4, 5, 6], "citat": [0, 1, 2, 4, 6], "ani": [0, 2, 3, 4, 5, 6, 7, 8, 9], "product": [0, 2, 6], "pi": [0, 2, 6], "prior": [0, 2, 6], "commerci": [0, 2, 6], "unislicens": [0, 2, 6], "imrupdate_interv": [0, 2, 6], "voidarea": [0, 2, 6], "arctic": [0, 2, 3, 6], "oceanauthor": [0, 2, 6], "cf": [0, 1, 2, 4, 6, 7, 8, 10], "acdd": [0, 1, 2, 3, 4, 5, 6, 7, 10], "oceansit": [0, 2, 6, 7], "manual": [0, 2, 3, 5, 6, 7], "4data_mod": [0, 2, 6], "mcomment": [0, 2, 6], "descend": [0, 2, 6], "ctd": [0, 1, 4, 5, 6], "profilehistori": [0, 2, 6], "creat": [0, 2, 4, 6, 7, 8, 10], "51z": [0, 2, 6], "librari": [0, 1, 2, 6], "pythonnetcdf_vers": [0, 2, 6], "classic": [0, 2, 6, 9], "modelquality_index": [0, 2, 6], "aquality_control_ind": [0, 2, 6], "0publisher_nam": [0, 2, 6], "elisabeth": [0, 2, 6], "jonespublisher_email": [0, 2, 6], "nowmo_platform_cod": [0, 2, 6], "ices_platform_cod": [0, 2, 6], "site_cod": [0, 2, 6], "bottom_depth": [0, 2, 6], "wmo_inst_typ": [0, 2, 6], "geospatial_vertical_posit": [0, 2, 6], "downplatform_cod": [0, 2, 6], "58usplatform_nam": [0, 2, 6], "kronprin": [0, 2, 6], "haakonsourc": [0, 2, 6], "research": [0, 1, 2, 6], "vesselinstitution_countri": [0, 2, 6], "norwaysource_platform_category_cod": [0, 2, 6], "31data_typ": [0, 2, 6], "vertic": [0, 2, 3, 4, 6, 8], "profilecdm_data_typ": [0, 2, 6], "profileinstru": [0, 2, 6], "seabirdkeyword": [0, 2, 6], "earth": [0, 1, 2, 6], "scienc": [0, 1, 2, 6, 7], "ocean": [0, 1, 2, 6], "optic": [0, 2, 6], "acoust": [0, 2, 6], "conductivitykeywords_vocabulari": [0, 2, 6], "gcmd": [0, 1, 2, 6], "keywordsid": [0, 2, 6], "legacy_pr_ct_58us_2021708_p1_": [0, 2], "time_coverage_start": [0, 2, 3, 5, 6], "2021": [0, 1, 2, 6], "07": [0, 1, 2, 9], "14t08": [0, 2], "14": [0, 2, 3, 4, 6, 8], "43ztime_coverage_end": [0, 2], "43zdate_upd": [0, 2], "51zgeospatial_lat_min": [0, 2, 6], "76": [0, 2, 4, 6], "0geospatial_lat_max": [0, 2], "0geospatial_lon_min": [0, 2], "31": [0, 2, 3, 4, 5, 6], "2197geospatial_lon_max": [0, 2], "2197geospatial_vertical_min": [0, 2], "0geospatial_vertical_max": [0, 1, 2, 6], "321": [0, 2, 6], "0citat": [0, 2, 6], "were": [0, 2, 3, 4, 5, 6], "collect": [0, 1, 2, 3, 4, 5, 6], "made": [0, 2, 4, 6], "freeli": [0, 2, 6], "avail": [0, 1, 2, 4, 6], "nansen": [0, 1, 2, 6], "legaci": [0, 1, 2, 6], "program": [0, 2, 6], "contribut": [0, 2, 4, 6], "The": [0, 1, 2, 3, 4, 5, 6, 7, 10], "rcn": [0, 1, 2, 6], "276730": [0, 1, 2, 6], "2085836005featuretyp": [0, 2, 6], "profilesummari": [0, 2, 6], "joint": [0, 1, 2, 6], "address": [0, 2, 4, 6], "packag": [0, 2, 6, 9], "driver": [0, 2, 6], "foci": [0, 2, 6], "human": [0, 2, 4, 6], "impact": [0, 2, 6], "live": [0, 2, 6], "barent": [0, 2, 6], "along": [0, 2, 6], "transect": [0, 2, 6], "within": [0, 2, 3, 4, 6, 8], "ic": [0, 2, 6], "focuss": [0, 2, 6], "compar": [0, 2, 6], "state": [0, 2, 3, 6, 7, 8], "chemic": [0, 2, 6], "biolog": [0, 2, 6], "condit": [0, 2, 6], "southern": [0, 2, 6], "northern": [0, 2, 6], "part": [0, 1, 2, 4, 6], "studi": [0, 2, 6], "area": [0, 2, 5, 6], "publish": [0, 3, 5, 6, 7, 8, 10], "whole": [0, 2, 3, 6], "chang": [0, 1, 2, 6], "pi_nam": [0, 1, 2], "elizabeth": [0, 2], "jonesinstitut": [0, 2], "institut": [0, 1, 2, 3, 5, 6], "researchinstitution_edmo_cod": [0, 2, 6], "1351institution_refer": [0, 2, 6], "www": [0, 1, 2, 3, 6, 7], "hicreator_institut": [0, 2], "researchcreator_nam": [0, 2, 6], "jonescreator_typ": [0, 2, 6], "personcreator_email": [0, 2, 6], "nocreator_url": [0, 1, 2, 6], "hipublish": [0, 2, 6], "norwegian": [0, 1, 2, 3, 6], "centr": [0, 1, 2, 3, 4, 5, 6], "nmd": [0, 2, 6], "publisher_url": [0, 2, 3, 5, 6], "hiacknowledg": [0, 2, 6], "fund": [0, 1, 2, 6], "council": [0, 1, 2, 6], "norwai": [0, 2, 6], "inform": [0, 1, 2, 3, 6, 7, 8], "about": [0, 2, 3, 5, 6, 7, 10], "process": [0, 1, 2, 3, 4, 5, 6], "pleas": [0, 1, 2, 6], "luke": [0, 1, 2, 3, 6], "marsden": [0, 1, 2, 3, 6], "nleg": [0, 2, 6], "nocruisenumb": [0, 2, 6], "2021708cruisenam": [0, 2, 6], "1geospatial_vertical_unit": [0, 2, 6], "dbargeospatial_vertical_resolut": [0, 2, 6], "dbarpi_email": [0, 2, 6], "jone": [0, 2], "nopi_institut": [0, 2, 6], "researchstation_nam": [0, 2], "5date_cr": [0, 2], "34zdoi": [0, 2], "1titl": [0, 2], "1metadata_link": [0, 2], "break": [0, 5, 6], "down": [0, 3, 5, 6, 7, 8], "what": [0, 1, 2, 3, 5, 6, 8], "see": [0, 1, 2, 3, 4, 7, 9], "abov": [0, 1, 2, 3, 4, 6], "A": [0, 1, 2, 3, 6, 7, 8], "like": [0, 3, 4, 5, 6, 8], "one": [0, 2, 3, 4, 6, 8, 9, 10], "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "broken": 0, "compon": 0, "sometim": [0, 2, 4, 8], "thei": [0, 2, 3, 4, 5, 6, 8], "separ": [0, 2, 4, 5, 6, 7], "here": [0, 1, 2, 3, 4, 5, 7, 8, 10], "differ": [0, 3, 4, 6, 7, 10], "softwar": [0, 3], "might": [0, 2, 3, 4, 5, 6, 7, 8], "togeth": [0, 1, 2, 4, 5, 6], "now": [0, 1, 2, 3, 4, 5, 6, 7, 8], "closer": 0, "look": [0, 1, 2, 4, 5, 6, 7, 8, 9], "each": [0, 1, 2, 3, 4, 6, 7, 8], "start": [0, 1, 2, 3, 5, 8, 9], "bottom": 0, "describ": [0, 3, 4, 5, 6, 7], "dictionari": [0, 3, 5, 6, 8], "attr": [0, 3, 5, 6, 7, 8], "36230": 0, "update_interv": 0, "void": 0, "author": [0, 3, 4], "profil": [0, 1, 2, 5, 6], "histori": [0, 2, 3, 5], "netcdf_vers": [0, 2], "model": [0, 4, 8], "quality_index": 0, "quality_control_ind": 0, "publisher_nam": [0, 1, 3, 5], "publisher_email": [0, 1, 2, 3, 5], "wmo_platform_cod": 0, "platform_cod": 0, "58u": 0, "platform_nam": 0, "haakon": 0, "vessel": 0, "institution_countri": 0, "source_platform_category_cod": 0, "data_typ": 0, "cdm_data_typ": 0, "seabird": 0, "keyword": [0, 1, 3, 5], "keywords_vocabulari": [0, 1, 3, 5], "id": [0, 1, 2, 3, 5], "43z": 0, "time_coverage_end": [0, 3, 5], "date_upd": 0, "geospatial_lat_min": [0, 3, 5, 6], "geospatial_lat_max": [0, 3, 5], "geospatial_lon_min": [0, 3, 5, 6], "2197": 0, "geospatial_lon_max": [0, 3, 5], "geospatial_vertical_min": 0, "geospatial_vertical_max": 0, "featuretyp": [0, 2, 5], "summari": [0, 1, 2, 3, 5], "institution_edmo_cod": 0, "1351": 0, "institution_refer": 0, "creator_institut": [0, 3, 5], "creator_nam": [0, 1, 2, 3, 5], "creator_typ": [0, 2, 3, 5], "person": [0, 2, 3, 4, 5], "creator_email": [0, 2, 3, 5], "creator_url": [0, 2, 3, 5], "acknowledg": [0, 1, 2], "cruisenumb": [0, 1], "2021708": [0, 1], "cruisenam": [0, 1], "geospatial_vertical_unit": 0, "dbar": [0, 2, 5, 6], "geospatial_vertical_resolut": [0, 6], "pi_email": [0, 1, 6], "pi_institut": [0, 1, 6], "sinc": [0, 3, 8, 9], "singl": [0, 1, 2, 3, 4, 6], "call": [0, 1, 6, 8, 9], "kei": [0, 3, 5, 6, 8], "interest": [0, 4, 5, 6, 10], "probabl": 0, "most": [0, 2, 3, 4, 5, 6, 9], "becaus": [0, 2, 4, 8, 10], "tell": [0, 3, 7], "machin": [0, 3, 4, 7, 8], "interpret": [0, 1, 3, 4], "rest": [0, 4, 6], "find": [0, 2, 3, 4, 5, 6, 7, 9], "cfconvent": [0, 3, 4, 7, 8, 10], "html": [0, 3, 4, 6, 7, 8, 9], "set": [0, 1, 4, 5, 6, 9], "standard": [0, 1, 2, 3, 5, 7], "defin": [0, 3, 8], "should": [0, 2, 3, 4, 5, 6, 7, 10], "structur": [0, 3, 5, 10], "document": 0, "link": [0, 1, 2, 3, 4, 5, 6], "extens": [0, 2], "aim": [0, 2, 4], "provid": [0, 1, 2, 3, 4, 5, 7, 8], "standardis": [0, 3, 7], "wai": [0, 3, 4, 5, 7], "organis": 0, "mani": [0, 1, 2, 3, 4], "type": [0, 1, 2, 3, 4, 6, 7], "read": [0, 3, 4, 5, 7], "your": [0, 1, 6, 7, 8, 9, 10], "place": [0, 3, 4, 10], "want": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10], "know": [0, 2, 3, 4, 6, 10], "encod": [0, 3, 4, 5, 6, 7, 8], "certain": [0, 2, 4, 5, 6, 10], "howev": [0, 1, 2, 4, 5, 6, 7, 9, 10], "light": [0, 3], "discoveri": [0, 1, 2, 3, 4, 5, 10], "exampl": [0, 1, 2, 4, 5, 6, 8], "when": [0, 2, 3, 4, 6], "where": [0, 2, 3, 5, 7], "whom": [0, 3], "etc": [0, 3], "so": [0, 1, 2, 3, 4, 7, 8], "wiki": [0, 3, 10], "esipf": [0, 3, 10], "attribute_convention_for_data_discovery_1": [0, 3, 10], "case": [0, 2, 3, 4, 5, 6, 7, 8], "out": [0, 1, 2, 4, 10], "mean": [0, 4, 7, 8], "visit": 0, "page": [0, 1, 4], "descript": [0, 3], "There": [0, 1, 3, 4, 5, 6, 7], "other": [0, 3, 4, 5], "someon": [0, 4], "includ": [0, 2, 3, 4, 5, 6, 7, 8, 9], "onlin": [0, 1], "alwai": [0, 3, 4], "follow": [0, 1, 2, 3, 4, 5, 6, 7, 9], "minimum": [0, 4, 5, 6, 8], "who": [0, 3, 4, 5, 6, 10], "relev": [0, 2, 4], "section": [0, 1, 2, 3, 4, 7], "sure": [0, 1, 3, 4, 7, 10], "compli": 0, "valid": [0, 1, 2, 3], "compliant": [0, 3, 4, 5, 10], "befor": [0, 1, 2, 3, 5], "complianc": [0, 3], "ioo": [0, 3], "By": [0, 2], "creator": [0, 4, 5], "abl": [0, 4, 10], "same": [0, 3, 4, 7], "itself": 0, "neccessarili": [0, 5, 6], "fair": [0, 2, 3, 10], "could": [0, 2, 3, 4, 5, 6, 7, 8], "To": [0, 4, 5], "onli": [0, 1, 2, 4, 5, 6, 8, 9], "do": [0, 1, 2, 3, 4, 5, 6], "dim": [0, 6], "frozenmappingwarningonvaluesaccess": [], "ha": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10], "shape": [0, 3], "size": [0, 3, 4], "though": 0, "nan": [0, 1, 2, 3, 4, 6, 7], "more": [0, 1, 3, 4, 5, 6, 7, 8, 10], "80": [0, 2, 3, 4, 5, 6], "second": [0, 2, 3, 8], "2d": [0, 4, 8], "arrai": [0, 1, 4, 6, 7, 8], "x": [0, 1, 6], "individu": [0, 2, 4, 5, 6], "tmp": [], "ipykernel_7602": [], "304843689": [], "py": [6, 9], "futurewarn": [], "return": [4, 6, 8], "futur": 4, "order": [3, 7], "consist": [2, 3, 4], "dataarrai": [0, 3, 7], "map": [4, 5, 6], "store": [0, 3, 4, 5, 6, 7, 9], "usual": 0, "respect": [0, 8], "recap": 0, "grid": [0, 1, 2, 8], "whilst": [0, 3], "those": [0, 3, 5, 10], "onc": [0, 3], "coord": [0, 3, 4, 5, 7, 8], "given": [0, 6], "first": [0, 2, 3, 4, 5, 6, 8], "bracket": 0, "contain": [0, 2, 3, 4, 6], "seen": 0, "third": 0, "format": [0, 3, 5, 6, 9, 10], "float64": [0, 1, 2, 3, 4, 5, 7, 8], "decim": [0, 3], "list": [0, 1, 3, 5, 6, 8], "possibl": [0, 3, 4, 8, 9], "data_var": [0, 4, 5, 7, 8], "sea_water_temperatur": [0, 3, 4, 5], "long_nam": [0, 1, 2, 3, 5, 7, 8], "degrees_c": 0, "valid_max": [0, 7], "d": [0, 1, 2, 3], "physicalmeasurementxarrai": 0, "themselv": [0, 4, 5], "735": [0, 2, 6], "738": [0, 2], "739": [0, 2], "741": [0, 2, 6], "736": [0, 2, 6], "737": [0, 2], "742": [0, 2], "783": [0, 2, 6], "833": [0, 2, 6], "838": [0, 2, 6], "837": [0, 2, 6], "83": [0, 2, 4, 5], "806": [0, 2, 6], "792": [0, 2, 6], "79": [0, 1, 2, 3, 4], "814": [0, 2, 6], "846": [0, 2, 6], "858": [0, 2], "815": [0, 2, 6], "817": [0, 2], "812": [0, 2, 6], "709": [0, 2], "704": [0, 2], "642": [0, 2, 6], "582": [0, 2, 6], "546": [0, 2, 6], "512": [0, 2, 6], "484": [0, 2, 6], "368": [0, 2, 6], "297": [0, 1, 2, 4, 6], "165": [0, 2], "106": [0, 2], "094": [0, 1, 2], "102": [0, 1, 2], "079": [0, 2], "076": [0, 2], "035": [0, 1, 2, 6], "009": [0, 2], "992": [0, 2, 4], "981": [0, 2, 6], "954": [0, 2, 6], "933": [0, 2, 6], "903": [0, 2], "874": [0, 2], "85": [0, 2, 4], "824": [0, 2, 6], "801": [0, 2], "787": [0, 2, 6], "764": [0, 2, 6], "713": [0, 2], "711": [0, 2], "705": [0, 2, 6], "701": [0, 2], "696": [0, 2, 6], "682": [0, 2, 6], "665": [0, 2], "651": [0, 2, 6], "647": [0, 2, 6], "635": [0, 2, 6], "624": [0, 2, 6], "588": [0, 2, 6], "604": [0, 2], "608": [0, 2, 6], "593": [0, 2], "507": [0, 2, 6], "472": [0, 2, 6], "468": [0, 2, 6], "46": [0, 1, 2, 4, 5], "453": [0, 2, 6], "441": [0, 2, 6], "431": [0, 2, 6], "433": [0, 2, 6], "417": [0, 2], "394": [0, 2, 5], "382": [0, 2, 6], "361": [0, 2, 6], "335": [0, 2], "32": [0, 1, 2, 3, 4, 5, 6], "303": [0, 2], "275": [0, 2], "267": [0, 1, 2], "263": [0, 2], "277": [0, 1, 2, 6], "27": [0, 1, 2, 3, 4, 5], "265": [0, 2, 6], "262": [0, 1, 2, 6], "256": [0, 2, 6], "241": [0, 1, 2, 6], "216": [0, 2, 6], "201": [0, 2, 6], "191": [0, 2, 6, 9], "176": [0, 2, 6], "135": [0, 2, 4, 6], "11": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "091": [0, 2], "071": [0, 2], "064": [0, 2], "103": [0, 2], "099": [0, 2], "095": [0, 2, 6], "092": [0, 2], "088": [0, 2], "082": [0, 2], "085": [0, 2], "093": [0, 2], "09": [0, 1, 2, 6], "089": [0, 2], "054": [0, 2], "022": [0, 2, 6], "019": [0, 2], "021": [0, 2], "026": [0, 2], "027": [0, 2], "036": [0, 2, 6], "041": [0, 2], "06": [0, 1, 2, 4, 6, 10], "084": [0, 2], "087": [0, 2], "097": [0, 2], "098": [0, 2], "101": [0, 2], "078": [0, 2, 6], "072": [0, 2], "066": [0, 2], "063": [0, 2, 6], "065": [0, 2], "058": [0, 2], "032": [0, 2], "028": [0, 2], "013": [0, 2, 6], "007": [0, 2], "002": [0, 2], "998": [0, 1, 2, 4, 5], "994": [0, 2, 4, 5], "99": [0, 2, 4], "986": [0, 2], "979": [0, 2], "974": [0, 2], "971": [0, 2], "968": [0, 2], "966": [0, 2, 6], "962": [0, 2], "957": [0, 2], "945": [0, 2], "924": [0, 2], "919": [0, 2], "916": [0, 2], "907": [0, 2], "893": [0, 2], "887": [0, 2], "883": [0, 2], "881": [0, 2], "879": [0, 2], "876": [0, 2], "873": [0, 2, 6], "868": [0, 2, 6], "866": [0, 2, 6], "863": [0, 2], "853": [0, 2], "851": [0, 2], "848": [0, 2], "847": [0, 2, 6], "845": [0, 2, 6], "844": [0, 2, 5, 6], "843": [0, 2], "842": [0, 2, 6], "84": [0, 2, 4, 5, 6], "834": [0, 2, 6], "832": [0, 2, 6], "823": [0, 2, 6], "82": [0, 1, 2, 4, 6], "818": [0, 2, 6], "808": [0, 2, 6], "804": [0, 2, 6], "798": [0, 2], "794": [0, 2, 6], "789": [0, 2], "788": [0, 2, 6], "779": [0, 2, 6], "776": [0, 2, 6], "772": [0, 2], "77": [0, 1, 2, 4, 6], "767": [0, 2], "763": [0, 2], "761": [0, 2], "757": [0, 2], "751": [0, 2], "744": [0, 2], "74": [0, 2, 4], "731": [0, 2], "727": [0, 2], "723": [0, 2], "72": [0, 1, 2, 4], "715": [0, 2, 5], "702": [0, 2], "693": [0, 2, 6], "694": [0, 2, 6], "691": [0, 2, 6], "685": [0, 2], "673": [0, 2], "667": [0, 2], "663": [0, 2], "662": [0, 2, 6], "661": [0, 2], "657": [0, 2, 6], "648": [0, 2, 6], "644": [0, 2, 6], "628": [0, 2], "622": [0, 2], "619": [0, 2], "613": [0, 2], "61": [0, 2, 4], "597": [0, 2, 6], "59": [0, 1, 2, 4, 6], "587": [0, 2, 6], "585": [0, 2, 6], "581": [0, 2], "576": [0, 2, 6], "567": [0, 2], "564": [0, 2], "558": [0, 2, 4, 6], "54": [0, 2, 3, 4, 6], "531": [0, 2], "525": [0, 2], "523": [0, 2, 6], "516": [0, 2, 6], "504": [0, 2, 6], "503": [0, 2, 6], "496": [0, 2, 6], "469": [0, 2], "442": [0, 2], "408": [0, 2], "385": [0, 2, 6], "332": [0, 1, 2], "295": [0, 2], "29": [0, 2, 3, 4, 5, 6], "286": [0, 2], "287": [0, 1, 2, 6], "288": [0, 2, 6], "Or": [0, 3, 6], "altern": [0, 1, 2, 5, 6], "just": [0, 2, 3, 4, 7, 8], "retriev": [0, 3], "It": [0, 1, 2, 3, 4], "temporari": 0, "air": [0, 1, 2, 8], "ground": 0, "fortun": 0, "current": [0, 3, 5, 6, 7, 9, 10], "build": [0, 2, 4, 7], "canon": 0, "doesn": [0, 1, 6], "equival": 0, "k": 0, "rememb": [0, 3, 6], "paper": [0, 3], "statement": [0, 6], "well": [0, 3, 4, 6], "tutori": [0, 1, 2, 4, 5, 7, 8, 9], "staion": 0, "built": 1, "function": [1, 2, 4, 5, 8], "allow": [1, 3, 4, 6], "visual": 1, "data": [1, 10], "top": [1, 3, 4], "anoth": [1, 2, 3, 4, 6, 8], "popular": 1, "matplotlib": [1, 6], "instal": [1, 9], "environ": 1, "depend": [1, 9], "depth": [1, 2, 4, 5, 6, 7, 8], "If": [1, 4, 5, 6], "cite": [1, 4], "anna": 1, "vader": 1, "luci": 1, "goragu": 1, "phaeopig": 1, "station": [1, 2, 4, 5], "p4": 1, "nleg11": 1, "18t08": 1, "42": [1, 2, 4, 5, 6], "1248407516": 1, "import": [1, 2, 3, 4, 5, 6, 7, 8, 9], "opendap": [1, 2, 6], "chemistri": 1, "chlorophyll_a_and_phaeopigments_nansen_legacy_cruise_2021708_station_p4_nleg11_20210718t085042": 1, "323": 1, "120": 1, "163": 1, "chlorophyll_a_tot": 1, "phaeopigments_tot": 1, "filtered_vol_tot": 1, "eventid_tot": 1, "s64": 1, "chlorophyll_a_10um": 1, "phaeopigments_10um": 1, "filtered_vol_10um": 1, "eventid_10um": 1, "attribut": [1, 2, 4, 6, 7, 8, 10], "37": [1, 2, 4, 6], "71433e5e": 1, "e81a": 1, "5b24": 1, "a529": 1, "6be0f5f18069": 1, "univers": [1, 3, 6], "svalbard": [1, 3, 6], "No": [1, 3, 4], "nans": 1, "samplingprotocol": 1, "sampl": [1, 2, 4, 5, 6, 7, 8], "ver": 1, "annav": 1, "sea_floor_depth_below_sea_surfac": 1, "58": [1, 4, 5, 6, 8], "5xarrai": [1, 6], "11coordin": 1, "float32323": 1, "163standard_nam": 1, "depthlong_nam": [1, 3, 7, 8], "level": [1, 2, 3, 5], "posit": [1, 2, 3, 7, 8], "increas": 1, "mcoverage_content_typ": 1, "coordinateposit": [1, 3, 7], "downarrai": [1, 3, 7], "331": 1, "075": 1, "90": [1, 2, 4], "24": [1, 2, 3, 4, 6, 8], "967": 1, "49": [1, 2, 4, 6], "30": [1, 2, 3, 4, 5, 6, 7, 8], "195": [1, 9], "125": [1, 5], "mass": [1, 7], "concentr": [1, 7], "after": [1, 2, 8], "acid": 1, "correctionunit": 1, "\u03bcg": [1, 3, 7], "1ancillary_vari": 1, "eventid_totalcoverage_content_typ": 1, "mass_concentration_of_phaeopigments_in_sea_waterlong_nam": 1, "filter": [1, 7], "measurementunit": 1, "lcoverage_content_typ": 1, "event": 1, "uniqu": [1, 4, 6], "uuid": 1, "catalogu": 1, "sio": [1, 3], "webpag": 1, "report": 1, "aen_multicoverage_content_typ": 1, "referenceinform": 1, "eventid_10umcoverage_content_typ": 1, "1coverage_content_typ": [1, 3, 7], "depthpandasindexpandasindex": [1, 3, 4, 7, 8], "0350036621094": 1, "33099365234375": 1, "07499694824219": 1, "23999786376953": 1, "96699905395508": 1, "99800109863281": 1, "24100112915039": 1, "19499969482422": 1, "093999862670898": 1, "163000106811523": 1, "6be0f5f18069naming_author": 1, "norwaytitl": 1, "42summari": 1, "correct": [1, 2], "measur": [1, 2, 4, 5, 7, 8], "taken": [1, 7], "arvenetternansen": [1, 2], "com": [1, 2, 3, 5], "from": [1, 2, 4, 5, 7, 8], "niskin": [1, 7], "bottl": [1, 7], "806z": 1, "34": [1, 2, 3, 4, 5, 6], "0000145166667": 1, "7500028333333": 1, "n": [1, 9], "both": [1, 2, 5], "total": 1, "pass": [1, 6], "10\u00b5m": 1, "enclos": 1, "chlorophyllkeywords_vocabulari": 1, "keywordsgeospatial_lat_min": 1, "7500028333333geospatial_lat_max": 1, "7500028333333geospatial_lon_min": 1, "0000145166667geospatial_lon_max": 1, "0000145166667time_coverage_start": 1, "806ztime_coverage_end": 1, "806zconvent": 1, "9histori": 1, "04": [1, 2, 4, 5, 6, 10], "22t12": 1, "28": [1, 2, 3, 4], "xarraysourc": 1, "bottleprocessing_level": 1, "sampling_protocol": 1, "28creator_typ": 1, "personcreator_institut": [1, 5], "polar": 1, "svalbardcreator_nam": 1, "marsdencreator_email": 1, "npolar": 1, "lukem": [1, 3], "staff": 1, "researchg": 1, "net": 1, "centrepublisher_email": 1, "nopublisher_url": 1, "noproject": 1, "norwaystationnam": 1, "edlid": 1, "unsupport": 1, "nc_int64": 1, "13pi_nam": 1, "vaderpi_institut": 1, "svalbardpi_email": 1, "nosea_floor_depth_below_sea_surfac": 1, "58_ncproperti": 1, "okai": [1, 2, 3, 4], "some": [1, 3, 5, 6, 8], "scatter": 1, "line": [1, 6, 8, 9], "line2d": 1, "0x7f03175e0390": [], "That": [1, 4], "nice": [1, 3], "happen": [1, 2], "01565072": 1, "01550788": 1, "01912119": 1, "02236113": 1, "07194841": 1, "28370929": 1, "12279562": 1, "07793473": 1, "99329871": 1, "90354194": 1, "Then": [1, 2], "drop": [1, 7], "dropna": 1, "0x7f0317b86890": [], "sens": [1, 3], "y": [1, 3, 5, 6], "axi": [1, 2], "yincreas": 1, "fals": [1, 3, 6], "0x7f0316c0e190": [], "altner": 1, "easili": [1, 2, 4, 5, 6], "pathcollect": 1, "0x7f0316c0c250": [], "0x7f03174e4250": [], "histogram": 1, "hist": 1, "62175057": 1, "22799325": 1, "83423594": 1, "44047862": 1, "04672131": 1, "65296399": 1, "25920668": 1, "86544936": 1, "47169204": 1, "barcontain": 1, "artist": 1, "step": [1, 3], "0x7f0317442550": [], "multipl": [1, 7, 10], "label": [1, 6], "10um": 1, "0x7f031743c750": [], "But": [1, 3, 4, 8, 9], "actual": [1, 2, 4], "pyplot": [1, 6], "plt": [1, 6], "legend": 1, "show": [1, 3, 4, 6, 7], "kind": 1, "thing": [1, 4, 5], "customis": 1, "full": [1, 4, 8], "up": [1, 3, 4, 5, 6, 9], "figur": [1, 6], "subplot": 1, "fig": 1, "ax": 1, "nrow": 1, "ncol": 1, "figsiz": 1, "set_titl": 1, "adjust": 1, "layout": 1, "suptitl": 1, "tight_layout": 1, "rect": 1, "96": [1, 4], "avoid": [1, 4], "overlap": 1, "load": [1, 3, 5, 6], "multidimension": [1, 3], "global": [1, 2, 4, 6, 7], "anomali": [1, 2], "noaa": [1, 2], "noaaglobaltemp": [1, 2], "ncei": [1, 2], "gov": [1, 2], "land": [1, 2], "bin": [1, 2, 4, 8], "iso": 1, "ncdc": [1, 2], "c01585": 1, "h": [1, 2, 3, 5], "zhang": [1, 2], "b": [1, 2, 6], "huang": [1, 2], "j": [1, 2], "lawrimor": [1, 2], "menn": [1, 2], "smith": [1, 2, 3], "2019": [1, 2], "nation": [1, 2], "center": [1, 2], "environment": [1, 2], "25921": [1, 2], "9qth": [1, 2], "2p70": [1, 2], "2024": [1, 2, 3, 5], "01": [1, 2, 3, 4, 6, 8, 9, 10], "url": [1, 2, 3, 6], "thredd": [1, 2, 6], "dodsc": [1, 2], "v5": [1, 2], "noaaglobaltemp_v5": [1, 2], "0_gridded_s188001_e202212_c20230108t133308": [1, 2], "1716": [1, 2], "lat": [1, 2, 3], "36": [1, 2, 4, 5, 6], "lon": [1, 2, 3], "z": [1, 2], "datetime64": [1, 2, 3], "ns": [1, 2], "1880": [1, 2], "87": [1, 2, 4, 6], "67": [1, 2, 4, 5], "17": [1, 2, 3, 4, 8], "22": [1, 2, 3, 4, 5, 6, 8], "347": [1, 2], "352": [1, 2, 6], "357": [1, 2], "anom": [1, 2], "66": [1, 2, 4, 5], "merg": [1, 2, 4], "te": [1, 2], "su": [1, 2], "doc": [1, 2, 7, 9], "nesdi": [1, 2], "env": [1, 2], "c00934": [1, 2], "time_coverage_dur": [1, 2], "p143y0m": [1, 2], "vose": [1, 2], "r": [1, 2, 5, 6], "et": [1, 2], "al": [1, 2], "2012": [1, 2], "climatolog": [1, 2], "base": [1, 2, 3, 5, 6], "1971": [1, 2], "2000": [1, 2], "monthl": [1, 2], "date_modifi": [1, 2], "2023": [1, 2, 5, 8], "08t18": [1, 2], "09z": [1, 2], "date_issu": [1, 2], "09zxarrai": [1, 2], "1716lat": [1, 2], "36lon": [1, 2], "72z": [1, 2], "1coordin": [1, 2], "01long_nam": [1, 2], "anomaliesstandard_nam": [1, 2], "timecoverage_content_typ": [1, 2], "coordinateaxi": [1, 2], "tarrai": [1, 2], "01t00": [1, 2, 3], "00": [1, 2, 3, 4, 5], "000000000": [1, 2], "03": [1, 5, 10], "5long_nam": [1, 2], "latitudestandard_nam": [1, 2], "latitudecoverage_content_typ": [1, 2], "coordinateunit": [1, 2], "degrees_northgrid": [1, 2], "uniform": [1, 2, 3, 4], "5valid_min": [1, 2], "5axi": [1, 2], "y_coordinateaxistyp": [1, 2], "latcoordinate_defin": [1, 2], "centerarrai": [1, 2], "62": [1, 2, 4, 6, 8], "57": [1, 2, 4, 5, 6], "52": [1, 2, 4, 6], "47": [1, 2, 4], "float322": [1, 2, 6], "longitudestandard_nam": [1, 2], "longitudecoverage_content_typ": [1, 2], "degrees_eastgrid": [1, 2], "xvalid_min": [1, 2], "5_coordinateaxistyp": [1, 2], "loncoordinate_defin": [1, 2], "92": [1, 2, 4], "97": [1, 2, 4], "107": [1, 2, 4], "112": [1, 2], "117": [1, 2], "122": [1, 2, 5], "127": [1, 2, 5, 7], "132": [1, 2, 4], "137": [1, 2, 4, 6], "142": [1, 2, 4], "147": [1, 2, 4], "152": [1, 2, 4, 7], "157": [1, 2, 4], "162": [1, 2, 4, 6], "167": [1, 2], "172": [1, 2], "177": [1, 2], "182": [1, 2], "187": [1, 2], "192": [1, 2, 9], "197": [1, 2, 6, 9], "202": [1, 2, 6], "207": [1, 2], "212": [1, 2, 6], "217": [1, 2, 6], "222": [1, 2], "227": [1, 2], "232": [1, 2, 6], "237": [1, 2, 6], "242": [1, 2], "247": [1, 2], "252": [1, 2, 6], "257": [1, 2, 6], "272": [1, 2], "282": [1, 2, 6], "292": [1, 2], "307": [1, 2], "322": [1, 2], "327": [1, 2], "337": [1, 2, 6], "float320": [1, 2], "0long_nam": [1, 2, 7], "height": [1, 2], "temperaturestandard_nam": [1, 2], "heightcoverage_content_typ": [1, 2], "coordinategeospatial_bounds_vertical_cr": [1, 2], "epsg": [1, 2], "5703unit": [1, 2], "metersposit": [1, 2], "upvalid_min": [1, 2], "z_coordinateaxistyp": [1, 2], "heightcom": [1, 2], "vari": [1, 2, 4], "nomin": [1, 2], "buoi": [1, 2], "2m": [1, 2], "surface_temperature_anomalycoverage_content_typ": [1, 2], "physicalmeasurementunit": [1, 2], "degre": [1, 2, 8], "cvalid_min": [1, 2], "4447872": [1, 2], "timepandasindexpandasindex": [1, 2, 3, 4, 8], "datetimeindex": [1, 2], "05": [1, 2, 3, 5, 6, 10], "freq": [1, 2], "none": [1, 2, 3, 6, 9], "latpandasindexpandasindex": [1, 2], "lonpandasindexpandasindex": [1, 2], "zpandasindexpandasindex": [1, 2], "3titl": [1, 2], "analysi": [1, 2, 4], "formerli": [1, 2], "abbrevi": [1, 2], "mlost": [1, 2], "sst": [1, 2], "extend": [1, 2, 4], "reconstruct": [1, 2], "ersst": [1, 2], "histor": [1, 2], "monthli": [1, 2, 4], "ghcn": [1, 2], "databas": [1, 2], "platform": [1, 2], "ship": [1, 2], "moor": [1, 2], "drift": [1, 2], "argo": [1, 2], "float": [1, 2, 3], "weather": [1, 2, 4], "stationsinstru": [1, 2], "thermometershistori": [1, 2], "blend": [1, 2], "v4": [1, 2], "product_vers": [1, 2], "0sourc": [1, 2], "combin": [1, 2, 4], "datancei_template_vers": [1, 2], "ncei_netcdf_grid_template_v2": [1, 2], "0metadata_convent": [1, 2], "unidata": [1, 2, 3], "v1": [1, 2], "0licens": [1, 2], "without": [1, 2, 3, 4, 5, 6, 8], "restrict": [1, 2], "boyin": [1, 2], "xungang": [1, 2], "yin": [1, 2], "ph": [1, 2], "dcreator_email": [1, 2], "govcreator_typ": [1, 2], "groupcreator_institut": [1, 2], "contributor_nam": [1, 2], "huai": [1, 2], "min": [1, 2, 3], "dcontributor_rol": [1, 2], "chief": [1, 2], "ccog": [1, 2], "osb": [1, 2], "sectionpublisher_nam": [1, 2], "nceipublisher_institut": [1, 2], "nceipublisher_url": [1, 2], "info": [1, 2, 5], "govpublisher_typ": [1, 2], "institutionkeyword": [1, 2], "atmospher": [1, 2], "temperaturekeywords_vocabulari": [1, 2], "nasa": [1, 2], "master": [1, 2, 6], "directori": [1, 2, 5], "keywordsstandard_name_vocabulari": [1, 2], "climat": [1, 2, 3, 5, 10], "forecast": [1, 2, 3, 5, 10], "25": [1, 2, 3, 4, 6, 8], "juli": [1, 2], "2017": [1, 2], "09znecdf_version_id": [1, 2], "1netcdf_creator_nam": [1, 2], "yongsheng": [1, 2], "dnetcdf_creator_email": [1, 2], "govdataset_citation_product": [1, 2], "dataset_citation_vers": [1, 2], "0dataset_citation_institut": [1, 2], "ashevil": [1, 2], "usadataset_citation_url": [1, 2], "2p70metadata_link": [1, 2], "2p70cdm_data_typ": [1, 2], "gridgrid_mapping_nam": [1, 2], "latitude_longitudeprocessing_level": [1, 2], "4geospatial_lon_min": [1, 2], "5geospatial_lon_max": [1, 2], "5geospatial_lon_unit": [1, 2], "degrees_eastgeospatial_lon_resolut": [1, 2], "degreegeospatial_lat_min": [1, 2], "5geospatial_lat_max": [1, 2], "5geospatial_lat_unit": [1, 2], "degrees_northgeospatial_lat_resolut": [1, 2], "degreegeospatial_bound": [1, 2], "polygon": [1, 2], "geospatial_bounds_cr": [1, 2], "4326geospatial_vertical_min": [1, 2], "0geospatial_vertical_unit": [1, 2], "metersgeospatial_vertical_resolut": [1, 2], "fgeospatial_vertical_posit": [1, 2], "uptime_coverage_start": [1, 2], "01time_coverage_end": [1, 2], "12time_coverage_resolut": [1, 2], "p1mtime_coverage_dur": [1, 2], "p143y0mrefer": [1, 2], "bulletin": [1, 2], "american": [1, 2], "meteorolog": [1, 2, 3], "societi": [1, 2], "93": [1, 2, 4], "1677": [1, 2], "1685": [1, 2], "1175": [1, 2], "bam": [1, 2], "00241": [1, 2], "peter": [1, 2], "w": [1, 2, 6], "thorn": [1, 2], "ersstv5": [1, 2], "upgrad": [1, 2], "intercomparison": [1, 2], "8179": [1, 2], "8205": [1, 2], "jcli": [1, 2], "16": [1, 2, 3, 4, 8], "0836": [1, 2], "1climatolog": [1, 2], "climatologyacknowledg": [1, 2], "09zdate_issu": [1, 2], "timeslic": [1, 2], "dai": [1, 3, 4, 8], "desired_d": 1, "data_for_desired_d": 1, "sel": [1, 2], "2592": 1, "quadmesh": 1, "0x7f031696c310": [], "coastlin": 1, "difficult": [1, 4], "cartopi": 1, "help": [1, 4, 6, 7, 10], "cr": 1, "ccr": 1, "platecarre": 1, "transform": [1, 3], "f": [1, 3, 5, 9], "set_xtick": 1, "rang": [1, 6, 7, 8], "180": [1, 2, 4], "181": [1, 6], "60": [1, 4], "set_ytick": 1, "91": [1, 4], "set_xlabel": 1, "longitud": [1, 2, 4, 5, 6, 8], "set_ylabel": 1, "latitud": [1, 2, 4, 5, 6, 8], "savefig": 1, "media": 1, "temperature_anomali": 1, "png": 1, "design": [1, 10], "short": 1, "demonstr": [1, 5, 8], "easi": [1, 4], "veri": [1, 3, 4], "power": 1, "flexibl": 1, "sort": [1, 3, 4, 6], "good": [1, 2, 4, 5, 6], "explor": 1, "export": [2, 4, 6, 8], "write": [2, 3, 4, 7], "csv": [2, 3], "xlsx": [2, 3], "revist": 2, "np": [2, 3, 4, 5, 6, 8], "datetim": [2, 3, 5, 8], "dt": [2, 3, 5], "open": [2, 3, 4, 5, 6, 9, 10], "default": 2, "note": 2, "myarrai": 2, "ndarrai": 2, "essenti": 2, "to_datafram": [2, 6], "row": [2, 5, 6], "column": [2, 5, 6], "been": [2, 4, 9, 10], "sever": [2, 4, 6], "254002": 2, "207001": 2, "1464": 2, "550049": 2, "259998": 2, "209999": 2, "579956": 2, "261002": 2, "211000": 2, "599976": 2, "266998": 2, "216000": 2, "630005": 2, "258999": 2, "619995": 2, "916000": 2, "945000": [2, 6], "1459": 2, "969971": 2, "989990": 2, "1460": 2, "010010": 2, "020020": 2, "040039": 2, "02": [2, 3, 4, 6, 10], "df": [2, 3, 5, 6, 8], "to_excel": [2, 6], "exported_from_notebook": 2, "03_temperature_anomalies_all_vari": 2, "too": [2, 3, 4, 7], "larg": [2, 3], "excel": [2, 6], "to_csv": [2, 6], "isol": [2, 4], "new": [2, 3, 7, 8, 10], "select": [2, 3, 6, 9], "origin": [2, 3], "1970": [2, 8], "float32nan": 2, "nanlong_nam": 2, "0arrai": [2, 4], "longer": [2, 4], "maintain": 2, "exist": [2, 7], "our": [2, 4, 5, 6, 7, 8], "nearest": 2, "method": [2, 4, 6], "notic": 2, "begin": [2, 8], "month": [2, 4, 8], "tri": [2, 4], "one_loc": 2, "23": [2, 3, 4], "121": 2, "89": [2, 4], "114": [2, 4], "695": [2, 6], "5151": 2, "575": [2, 6], "1716z": 2, "float3222": 2, "575long_nam": 2, "695008": 2, "515076": 2, "575243": 2, "seri": [2, 8], "376479": 2, "114245": 2, "angelika": 2, "renner": 2, "jc3": 2, "winter": 2, "gap": 2, "675177809": 2, "legacy_pr_ct_58us_2022702": 2, "3555": 2, "22t17": 2, "11t1": 2, "39": [2, 4, 5], "78": [2, 3, 4, 6], "81": [2, 4, 6], "56": [2, 4, 5, 6], "917": 2, "position_qc": 2, "direct": 2, "time_qc": 2, "rea": 2, "datacent": 2, "29latitud": 2, "29longitud": 2, "29posit": 2, "29depth": 2, "3555coordin": 2, "timestandard_nam": 2, "timevalid_min": 2, "90000": 2, "tqc_indic": 2, "1uncertainti": 2, "time_qcarrai": 2, "27t14": 2, "28t08": 2, "28t15": 2, "53": [2, 4], "999999744": 2, "01t06": [2, 3], "01t20": [2, 3], "21": [2, 3, 4, 6, 8], "03t02": 2, "48": [2, 4, 5, 6], "04t05": 2, "04t12": 2, "04t19": 2, "05t00": 2, "13": [2, 3, 4, 8], "05t10": 2, "05t13": 2, "05t21": 2, "000000256": 2, "05t23": 2, "06t01": 2, "06t02": 2, "18": [2, 3, 4, 5, 6], "06t03": 2, "06t04": 2, "06t17": 2, "06t18": 2, "06t20": 2, "06t21": 2, "06t23": 2, "07t00": 2, "07t01": 2, "26": [2, 3, 4], "08t07": 2, "10t02": 2, "55": [2, 4, 5, 6], "11t18": 2, "float3276": 2, "34axi": 2, "yqc_indic": 2, "position_qcstandard_nam": 2, "latitudelong_nam": [2, 3], "locationunit": 2, "degree_northvalid_min": 2, "75": [2, 4], "9992": 2, "6783": 2, "5225": 2, "4603": 2, "0375": 2, "0442": 2, "0143": 2, "8525": 2, "6837": 2, "6228": 2, "5868": 2, "5502": 2, "4137": 2, "3097": 2, "0523": 2, "0615": 2, "0817": 2, "0952": 2, "1078": 2, "1173": 2, "1203": 2, "3865": 2, "1413": 2, "3412": 2, "float3231": 2, "47axi": 2, "xqc_indic": 2, "longitudelong_nam": [2, 3], "degree_eastvalid_min": 2, "2192": 2, "8055": 2, "5648": 2, "7347": 2, "068": 2, "7788": 2, "9535": 2, "5183": 2, "6222": 2, "5293": 2, "6653": 2, "7572": 2, "8513": 2, "9645": 2, "0768": 2, "1578": 2, "2565": 2, "2933": 2, "3545": 2, "8068": 2, "574": [2, 6], "0133": 2, "6193": 2, "2468": 2, "9602": 2, "6668": 2, "7668": 2, "91733": 2, "4677": 2, "profilesconvent": 2, "ascend": 2, "profilestring_length": 2, "103095": 2, "2500valid_max": 2, "40000ancillary_vari": 2, "temp_dmdata_mod": 2, "2000valid_max": 2, "41000ancillary_vari": 2, "psal_dmdata_mod": 2, "100000ancillary_vari": 2, "flu2_dmdata_mod": 2, "50000ancillary_vari": 2, "cndc_dmdata_mod": 2, "20000valid_max": 2, "dens_dmdata_mod": 2, "1000000ancillary_vari": 2, "svel_dmdata_mod": 2, "ccomd003_dmdata_mod": 2, "1_dmdata_mod": 2, "\u00b5mol": 2, "2_dmdata_mod": 2, "\u03bcmol": 2, "10000000ancillary_vari": 2, "spar_dmdata_mod": 2, "par_dmdata_mod": 2, "licor": 2, "attnzs01_dmdata_mod": 2, "15": [2, 3, 4, 5, 8], "19": [2, 3, 4, 8], "latitudepandasindexpandasindex": [2, 3, 4], "99919891357422": 2, "67829895019531": 2, "59700012207031": 2, "52249908447266": 2, "46029663085938": 2, "0374984741211": 2, "04419708251953": 2, "01429748535156": 2, "85250091552734": 2, "68370056152344": 2, "622802734375": 2, "58679962158203": 2, "55020141601562": 2, "50299835205078": 2, "45999908447266": 2, "43099975585938": 2, "4136962890625": 2, "38200378417969": 2, "30970001220703": 2, "05229949951172": 2, "0615005493164": 2, "08170318603516": 2, "09519958496094": 2, "10780334472656": 2, "11730194091797": 2, "12030029296875": 2, "3864974975586": 2, "14129638671875": 2, "34120178222656": 2, "longitudepandasindexpandasindex": [2, 3, 4], "219200134277344": 2, "80550003051758": 2, "56480026245117": 2, "73469924926758": 2, "06800079345703": 2, "778799057006836": 2, "953500747680664": 2, "518299102783203": 2, "62220001220703": 2, "529300689697266": 2, "665300369262695": 2, "757200241088867": 2, "851299285888672": 2, "964500427246094": 2, "076799392700195": 2, "157800674438477": 2, "256500244140625": 2, "29330062866211": 2, "35449981689453": 2, "806800842285156": 2, "573999404907227": 2, "0132999420166": 2, "619300842285156": 2, "24679946899414": 2, "9601993560791": 2, "666799545288086": 2, "766799926757812": 2, "917329788208008": 2, "467700004577637": 2, "datacenterlicens": 2, "legacy_pr_ct_58us_2022702time_coverage_start": 2, "32ztime_coverage_end": 2, "43zlast_date_observ": 2, "07t08": 2, "38": [2, 4, 6, 8], "53zdate_cr": 2, "53zgeospatial_lat_min": 2, "99920geospatial_lat_max": 2, "04420last_latitude_observ": 2, "34120geospatial_lon_min": 2, "91733geospatial_lon_max": 2, "80550last_longitude_observ": 2, "46770geospatial_vertical_min": 2, "00000geospatial_vertical_max": 2, "3561": 2, "00000citat": 2, "legacyrefer": 2, "fill": [2, 3, 4], "earlier": 2, "nl": 2, "particular": 2, "dure": [2, 6], "spring": 2, "transit": 2, "basin": 2, "experi": 2, "technolog": 2, "rf1": 2, "rf2": 2, "rf3": 2, "ra": 2, "atlant": 2, "domain": 2, "afterward": 2, "focus": 2, "around": 2, "north": 2, "kvit\u00f8ya": 2, "cover": 2, "p5": 2, "p7": 2, "between": [2, 3, 4, 8], "nord": 2, "austlandet": 2, "last": [2, 6, 9], "hour": [2, 3, 8], "enabl": 2, "observ": [2, 4], "least": 2, "daili": [2, 4], "cycl": 2, "under": 2, "layer": 2, "mostli": 2, "thin": 2, "year": [2, 3, 4, 8], "often": [2, 4, 7], "small": [2, 4], "floe": 2, "frozen": [0, 2], "northernmost": 2, "region": 2, "larger": [2, 4], "remain": 2, "despit": 2, "amount": [2, 4], "daylight": 2, "seem": [2, 3, 4], "indic": 2, "ecosystem": 2, "wa": [2, 4], "still": 2, "mode": [2, 6], "addit": [2, 3, 9], "shelf": 2, "deeper": 2, "mainli": 2, "hydrograph": 2, "entir": [2, 4], "p6": 2, "benthic": 2, "slope": 2, "deep": 2, "warm": 2, "promin": 2, "close": 2, "potenti": [2, 4, 5, 6, 8], "explain": [2, 3], "lack": 2, "thick": 2, "late": 2, "main": 2, "glider": 2, "recov": 2, "ping": 2, "locat": [2, 4], "675177809pi_nam": 2, "rennerinstitut": 2, "hititl": [2, 6], "cruisecreator_institut": 2, "rennercreator_typ": 2, "therefor": [2, 4, 8], "two": [2, 3, 5, 8], "why": 2, "constant": 2, "instead": [2, 4, 7, 8], "its": [2, 4], "own": [2, 3, 4, 5, 6, 9, 10], "finer": [2, 4], "granular": 2, "simpler": [2, 4, 5, 6], "thu": 2, "understand": [2, 3, 4, 7, 9, 10], "servic": [2, 4], "upon": [2, 4], "focu": [2, 4], "specif": [2, 3], "one_profil": 2, "59long_nam": 2, "dimenion": 2, "equal": [2, 4], "strang": [2, 3], "associ": 2, "problem": 2, "explicit": [2, 4, 7], "ideal": [2, 3], "previous": [2, 3], "had": 2, "nevertheless": 2, "5th": 2, "profile5": 2, "print": [2, 4, 5, 6, 8, 9], "403": [2, 6], "934": 2, "479": 2, "won": 2, "number": [2, 3, 5, 6, 7, 8], "closest": 2, "desir": [2, 3, 4], "desired_tim": 2, "time_var": 2, "save": [2, 5], "time_diff": 2, "ab": 2, "nearest_index": 2, "int": [2, 3], "argmin": 2, "item": [2, 5], "666": 2, "03_ctd_data": 2, "044": [2, 6], "953": 2, "1458": 2, "033": 2, "990": 2, "955": [2, 5], "987": 2, "3550": 2, "3551": 2, "3552": 2, "3553": 2, "3554": 2, "plot": [2, 3, 10], "long": [2, 3, 4], "session": [3, 9], "basic": [3, 5, 8], "numpi": [3, 4, 5, 6, 8], "pd": [3, 5, 6, 8], "an": [3, 5, 6, 7, 8], "empti": [3, 4, 6], "right": [3, 4, 10], "awai": 3, "featur": 3, "add": [3, 5, 6, 7, 8], "assign": [3, 4, 5, 6], "spatial": 3, "tempor": [3, 4], "someth": [3, 5, 6, 8], "els": [3, 4, 8, 9], "iter": [3, 5], "repres": [3, 8], "imagin": [3, 4, 5, 6], "few": [3, 4, 6], "simpl": 3, "scenario": 3, "i": [3, 4, 6, 10], "ll": 3, "int64": [3, 4, 7, 8], "10coordin": [3, 4, 5], "int640": [3, 4, 8], "9arrai": [3, 4], "integ": 3, "briefli": 3, "explan": 3, "ucar": 3, "edu": 3, "rec": 3, "common": [3, 4, 6], "discuss": [3, 7], "count": 3, "2020": [3, 5], "utc": [3, 5], "2014": 3, "mai": [3, 9, 10], "nanosecond": 3, "approach": 3, "glanc": 3, "numer": 3, "precis": 3, "much": [3, 4], "effici": [3, 4], "than": [3, 4], "string": 3, "convert": [3, 4], "end": [3, 8], "timedelta64": 3, "arang": [3, 4, 8], "01t01": 3, "01t02": 3, "01t03": 3, "01t04": 3, "01t05": 3, "01t07": 3, "01t08": 3, "01t09": 3, "01t10": 3, "01t11": 3, "01t12": 3, "01t13": 3, "01t14": 3, "01t15": 3, "01t16": 3, "01t17": 3, "01t18": 3, "01t19": 3, "01t21": 3, "01t22": 3, "01t23": 3, "00z": [3, 5, 6], "seconds_since_start": 3, "astyp": 3, "3600": 3, "7200": 3, "10800": 3, "14400": 3, "18000": 3, "21600": 3, "25200": 3, "28800": 3, "32400": 3, "36000": 3, "39600": 3, "43200": 3, "46800": 3, "50400": 3, "54000": 3, "57600": 3, "61200": 3, "64800": 3, "68400": 3, "72000": 3, "75600": 3, "79200": 3, "82800": 3, "hours_since_start": 3, "final": [3, 7], "24coordin": 3, "82800arrai": 3, "quickli": [3, 4], "5425": 3, "1423": 3, "7139": 3, "0131": 3, "7269": 3, "71": [3, 4], "5latitud": 3, "3longitud": [3, 4], "2coordin": 3, "100arrai": [3, 4], "float6478": [3, 4], "71arrai": 3, "float6430": [3, 4], "73arrai": 3, "directli": 3, "choos": [3, 5, 6], "sensibl": [3, 4], "conform": 3, "bit": [3, 10], "further": [3, 7], "chapter": 3, "chlorophyll_a": [3, 7], "2xarrai": 3, "float6421": [3, 4], "2arrai": 3, "wind_spe": [3, 8], "random": [3, 8], "randint": 3, "6xarrai": [], "int644": [], "6arrai": [], "appear": 3, "isn": 3, "73xarrai": 3, "major": [3, 4], "tabular": [3, 4, 5], "limit": [3, 4, 8], "abil": 3, "multi": [3, 6], "dimension": [3, 6], "code": [3, 5, 8], "21xarrai": [], "int6427": [], "21arrai": [], "peopl": [3, 4, 5, 6], "prefer": [3, 6], "record": 3, "perhap": [3, 4, 5], "Is": [3, 10], "dummi": [3, 8], "depth_coordin": 3, "latitude_coordin": 3, "longitude_coordin": 3, "salinity_valu": 3, "gener": [3, 4, 6, 8], "append": [3, 4, 6, 8], "35": [3, 4, 5, 6, 8], "565044": [], "519874": [], "783266": [], "060912": [], "835659": [], "995525": [], "174222": [], "034240": [], "080434": [], "697370": [], "185744": [], "578957": [], "631718": [], "001201": [], "118199": [], "662704": [], "138933": [], "997446": [], "350726": [], "020999": [], "643084": [], "470434": [], "098306": [], "651131": [], "880807": [], "412607": [], "171406": [], "050430": [], "466258": [], "643480": [], "care": 3, "mirror": 3, "salinity_3d_arrai": 3, "reshap": 3, "56504358": [], "51987449": [], "78326579": [], "06091243": [], "83565852": [], "99552521": [], "17422171": [], "03423988": [], "08043391": [], "69736976": [], "18574395": [], "57895685": [], "63171821": [], "00120106": [], "11819906": [], "66270423": [], "13893293": [], "99744607": [], "35072566": [], "02099931": [], "64308404": [], "47043448": [], "09830623": [], "65113105": [], "88080728": [], "41260687": [], "17140645": [], "05043013": [], "46625773": [], "64347954": [], "again": [3, 6], "fail": 3, "get": [3, 4, 5, 6, 8, 9, 10], "wrong": [3, 4], "64xarrai": [], "64arrai": [], "hurrah": 3, "readi": 3, "Will": 3, "principl": 3, "appendix": [3, 8], "specifi": [3, 4, 8], "either": 3, "advis": 3, "requir": [3, 4, 5], "effect": 3, "encourag": 3, "adc": [3, 5], "met": [3, 5], "node": [3, 4, 5], "replic": 3, "setup": [3, 4], "addition": 3, "ad": [3, 4, 10], "whether": [3, 5, 6], "modelresult": 3, "highly_recommended_variable_attribut": 3, "And": [3, 6, 7], "applic": 3, "written": [3, 4, 6], "degrees_north": 3, "coordinatexarrai": 3, "378": [3, 6], "71standard_nam": 3, "latitudeunit": 3, "degrees_northcoverage_content_typ": 3, "coordinatearrai": [3, 5, 8], "degrees_east": 3, "meter": [3, 7], "mass_concentration_of_chlorophyll_a_in_sea_wat": [3, 7], "word": 3, "sea_water_salin": [3, 5], "1e": [3, 8], "degreesc": 3, "100standard_nam": 3, "levelunit": 3, "meterscoverage_content_typ": [3, 7], "73standard_nam": 3, "longitudeunit": 3, "degrees_eastcoverage_content_typ": 3, "2standard_nam": [3, 8], "wordsunit": 3, "3coverage_content_typ": [3, 8], "6standard_nam": [], "wind_speedlong_nam": 3, "21standard_nam": [], "degreesccoverage_content_typ": 3, "64standard_nam": [], "sea_water_salinitylong_nam": [3, 5], "As": 3, "mention": 3, "serv": 3, "guid": [3, 9], "wish": 3, "welcom": 3, "custom": [3, 5], "similarli": 3, "done": [3, 4, 7], "my": 3, "altogeth": [3, 4, 5], "overwrit": 3, "your_unique_id_her": [3, 5], "analag": 3, "abstract": 3, "john": 3, "orcid": [3, 5], "0000": [3, 5], "0002": [3, 5], "9746": [3, 5], "544x": [3, 5], "best": [3, 4, 5], "leav": [3, 4], "blank": 3, "10t08": 3, "58z": 3, "10t11": 3, "51": [3, 4, 7], "12z": [3, 5, 6], "coard": [3, 5], "email": [3, 5], "publisher_url_her": [3, 5], "ever": 3, "against": 3, "checker": 3, "alreadi": [3, 4], "max": [3, 4], "dtnow": 3, "utcnow": [3, 5], "strftime": [3, 5], "sz": [3, 5], "21t17": 6, "31z": 6, "option": [3, 4], "miss": [3, 5, 6, 10], "unrealist": 3, "obvious": 3, "spike": 3, "_fillvalu": [3, 7], "special": 3, "replac": [3, 4], "doe": [3, 7, 8], "charact": 3, "commonli": [3, 4], "doubl": 3, "64": [3, 4], "int32": 3, "suitabl": [3, 4, 7, 10], "appropri": 3, "crucial": 3, "s1": [3, 5], "s10": 3, "s100": 3, "known": 3, "maximum": [3, 4, 5, 6], "specifii": 3, "myencod": 3, "1e30": 3, "zlib": 3, "1e7": 3, "to_netcdf": [3, 5], "04_example_multidimension": 3, "thoroughli": 3, "past": 3, "co": 3, "lot": [4, 6, 7, 10], "dimens": [4, 5, 6, 7, 8], "decid": 4, "tricki": 4, "divid": [4, 6], "far": 4, "teach": 4, "think": [4, 5], "tackl": 4, "whenev": 4, "accept": 4, "insid": 4, "granulairti": 4, "higher": 4, "resolut": 4, "quit": 4, "fine": 4, "enough": 4, "action": 4, "fly": 4, "visualis": 4, "aggreg": 4, "comput": [4, 7], "prepar": 4, "basi": 4, "span": 4, "simplifi": 4, "variabl": [4, 5, 6, 8], "envisag": 4, "attract": 4, "fictiti": 4, "strutur": 4, "supris": 4, "idea": 4, "dozen": 4, "mayb": [4, 6, 8], "hundr": 4, "daunt": 4, "even": 4, "ridicul": 4, "shouldn": 4, "marker": 4, "colour": 4, "respons": 4, "red": 4, "squar": 4, "irrelev": 4, "group": [4, 6], "yourselv": 4, "come": [4, 10], "outsid": [4, 7], "correctli": 4, "decad": 4, "never": 4, "bound": [4, 5, 6], "portal": 4, "box": [4, 5, 6], "would": [4, 5, 6], "ones": 4, "parent": [4, 6], "hassl": 4, "being": [4, 6], "develop": 4, "similar": [4, 5, 6, 7], "next": [4, 6], "todai": 4, "convinc": 4, "e": [4, 5, 6], "g": [4, 5, 6], "temperature_1": 4, "98": 4, "temperature_2": 4, "temperature_3": 4, "temperature_4": 4, "distinguish": 4, "choic": 4, "temperature_2d": 4, "fit": 4, "99xarrai": 4, "4depth": 4, "3coordin": 4, "int6410": [4, 7], "30arrai": 4, "3arrai": 4, "99arrai": 4, "forget": 4, "aren": 4, "1d": 4, "5142": 4, "2833": 4, "9840": 4, "4228": 4, "4231": 4, "3591": 4, "4994": 4, "4200": 4, "42xarrai": 4, "42arrai": 4, "984": [4, 6], "room": 4, "variat": 4, "3latitud": 4, "4longitud": 4, "4coordin": [4, 8], "pedant": 4, "sai": [4, 8], "assumpt": 4, "mistak": 4, "accident": 4, "98arrai": 4, "error": 4, "overlook": 4, "except": [4, 6], "handl": [4, 6], "messag": 4, "occur": [4, 6], "conflict": 4, "issu": [4, 7], "depth_1": 4, "depth_2": 4, "depth_3": 4, "45": [4, 5, 6], "depth_4": 4, "among": 4, "max_depth_length": 4, "len": [4, 6, 8], "temp_arr_1": 4, "temp_arr_2": 4, "temp_arr_3": 4, "temp_arr_4": 4, "longest": 4, "6coordin": 4, "60arrai": 4, "nanarrai": 4, "increment": 4, "encompass": 4, "across": 4, "70": 4, "all_depth": 4, "all_temperatur": 4, "temp_arr": 4, "zip": 4, "14coordin": 4, "int645": 4, "wors": 4, "websit": 4, "subset": 4, "regardless": 4, "arbitari": 4, "medium": 4, "scale": 4, "broader": 4, "elev": 4, "Not": 4, "everyth": 4, "4970": 4, "4756": 4, "5584": 4, "5087": 4, "4815": 4, "5029": 4, "4279": 4, "3409": 4, "4066": 4, "4134": 4, "6972": 4, "6399": 4, "5838": 4, "6357": 4, "7313": 4, "686": 4, "7192": 4, "6737": 4, "7594": 4, "8479": 4, "6388": 4, "8899": 4, "0289": 4, "7409": 4, "5595": 4, "4532": 4, "7104": 4, "2129": 4, "2548": 4, "69": 4, "497": [4, 6], "476": 4, "407": [4, 6], "413": [4, 6], "639": [4, 6], "029": 4, "213": [4, 6], "255": [4, 6], "559": 4, "56xarrai": 4, "85arrai": 4, "float646": 4, "413arrai": 4, "559arrai": 4, "float6410": 4, "56arrai": 4, "sit": 4, "satellit": 4, "regular": 4, "am": 4, "job": 4, "chatgpt": 4, "1001": 4, "4d": 4, "996": [4, 5], "997": [4, 5, 6], "999": [4, 5], "3148": [], "1001latitud": 4, "71longitud": 4, "42coordin": 4, "1000arrai": 4, "float6475": 4, "float6428": 4, "1arrai": [4, 7], "float640": [4, 7], "425": 6, "905": [], "037": 6, "405arrai": [], "31479689": [], "42485056": [], "90525734": [], "9404259": [], "62173632": [], "77148955": [], "92678105": [], "37275102": [], "61326336": [], "08192691": [], "34519356": [], "74477217": [], "77319309": [], "97922262": [], "8916996": [], "5465195": [], "0102044": [], "28129864": [], "89970933": [], "61421864": [], "61303494": [], "09164291": [], "66990317": [], "76612246": [], "32191783": [], "75729886": [], "87937609": [], "55799172": [], "01344737": [], "9863219": [], "72550135": [], "09641805": [], "4813746": [], "73002764": [], "86666677": [], "58458302": [], "34699348": [], "22027644": [], "25783528": [], "56404895": [], "58840199": [], "77417159": [], "17745676": [], "69851506": [], "5001886": [], "73972184": [], "77747525": [], "27959786": [], "05230771": [], "19023913": [], "41992279": [], "52908086": [], "21685841": [], "1110713": [], "61508332": [], "5928055": [], "48484233": [], "52590785": [], "57394448": [], "74748104": [], "2008921": [], "87992342": [], "33243475": [], "76207228": [], "9422142": [], "4627947": [], "75838732": [], "69774486": [], "38573098": [], "79886083": [], "78575235": [], "04640508": [], "5356978": [], "52302444": [], "2320145": [], "91081725": [], "33755213": [], "90605874": [], "51947911": [], "19966037": [], "8503388": [], "73503246": [], "11989659": [], "03891057": [], "87652323": [], "37026428": [], "99517373": [], "35364764": [], "33402834": [], "63052633": [], "51670265": [], "34534608": [], "55085755": [], "13072207": [], "62284439": [], "54731855": [], "48128429": [], "20608637": [], "08033265": [], "99542663": [], "11262992": [], "28649206": [], "33626307": [], "45466853": [], "65608005": [], "42182727": [], "03704943": [], "40537601": [], "991": [4, 6], "993": [4, 5, 6], "995": [4, 5], "19999999999999": 4, "29999999999998": 4, "39999999999998": 4, "49999999999997": 4, "59999999999997": 4, "69999999999996": 4, "79999999999995": 4, "89999999999995": 4, "99999999999994": 4, "09999999999994": 4, "19999999999993": 4, "29999999999993": 4, "39999999999992": 4, "49999999999991": 4, "59999999999991": 4, "6999999999999": 4, "7999999999999": 4, "89999999999989": 4, "99999999999989": 4, "09999999999988": 4, "19999999999987": 4, "29999999999987": 4, "39999999999986": 4, "49999999999986": 4, "59999999999985": 4, "69999999999985": 4, "79999999999984": 4, "89999999999984": 4, "99999999999983": 4, "09999999999982": 4, "19999999999982": 4, "29999999999981": 4, "3999999999998": 4, "4999999999998": 4, "5999999999998": 4, "69999999999979": 4, "79999999999978": 4, "89999999999978": 4, "99999999999977": 4, "09999999999977": 4, "19999999999976": 4, "29999999999976": 4, "39999999999975": 4, "49999999999974": 4, "59999999999974": 4, "69999999999973": 4, "79999999999973": 4, "89999999999972": 4, "99999999999972": 4, "09999999999971": 4, "1999999999997": 4, "2999999999997": 4, "3999999999997": 4, "49999999999969": 4, "59999999999968": 4, "69999999999968": 4, "79999999999967": 4, "89999999999966": 4, "99999999999966": 4, "09999999999965": 4, "19999999999965": 4, "29999999999964": 4, "39999999999964": 4, "49999999999963": 4, "59999999999962": 4, "69999999999962": 4, "79999999999961": 4, "89999999999961": 4, "9999999999996": 4, "200000000000003": 4, "300000000000004": 4, "400000000000006": 4, "500000000000007": 4, "60000000000001": 4, "70000000000001": 4, "80000000000001": 4, "900000000000013": 4, "000000000000014": 4, "100000000000016": 4, "200000000000017": 4, "30000000000002": 4, "40000000000002": 4, "50000000000002": 4, "600000000000023": 4, "700000000000024": 4, "800000000000026": 4, "900000000000027": 4, "00000000000003": 4, "10000000000003": 4, "20000000000003": 4, "300000000000033": 4, "400000000000034": 4, "500000000000036": 4, "600000000000037": 4, "70000000000004": 4, "80000000000004": 4, "90000000000004": 4, "000000000000043": 4, "100000000000044": 4, "200000000000045": 4, "300000000000047": 4, "40000000000005": 4, "50000000000005": 4, "60000000000005": 4, "700000000000053": 4, "800000000000054": 4, "900000000000055": 4, "00000000000006": 4, "10000000000006": 4, "counter": 4, "num_point": 4, "irregular": 4, "low": 4, "high": 4, "data_valu": 4, "rand": [4, 8], "94": [4, 5], "95": 4, "4184": [], "4316": [], "681": [], "1065": [], "7562": [], "8517": [], "134": [], "88": 4, "86": 4, "139": [4, 6], "100coordin": 4, "63": [4, 6], "65": 4, "8517arrai": [], "41844937": [], "43155752": [], "6809735": [], "80091249": [], "20281115": [], "58568687": [], "78062319": [], "58870691": [], "34327939": [], "97371505": [], "76181506": [], "16047826": [], "25224346": [], "7478296": [], "04904344": [], "95535726": [], "12056251": [], "65282341": [], "36007044": [], "44013788": [], "20445306": [], "22263879": [], "98715691": [], "73364048": [], "81237003": [], "49267642": [], "41074494": [], "28819344": [], "67677543": [], "12983938": [], "36928182": [], "25548059": [], "55790097": [], "43763823": [], "1504483": [], "83034035": [], "41985207": [], "48637675": [], "13352616": [], "20298688": [], "40376916": [], "80923913": [], "20762979": [], "74081282": [], "20356021": [], "15393068": [], "02302345": [], "33266871": [], "43868292": [], "57335164": [], "58644376": [], "30966712": [], "15920571": [], "55089075": [], "04523415": [], "84942155": [], "15709194": [], "86301427": [], "75527144": [], "24898036": [], "70357225": [], "85012605": [], "1821926": [], "01197122": [], "01635261": [], "98920116": [], "07245001": [], "92309254": [], "80526514": [], "69840423": [], "82534578": [], "84257908": [], "5765981": [], "94557756": [], "69891296": [], "91200748": [], "41512874": [], "37784483": [], "73408391": [], "51787385": [], "31889029": [], "35207274": [], "67477249": [], "88495417": [], "34002212": [], "20388548": [], "1072071": [], "27269157": [], "64927598": [], "85873885": [], "66318315": [], "77630207": [], "8863171": [], "8025971": [], "96256183": [], "71376335": [], "67875869": [], "10651205": [], "75619457": [], "85173061": [], "87arrai": [], "462338": [], "55527976": [], "4316442": [], "23154941": [], "50478428": [], "29295431": [], "42550237": [], "03532209": [], "5930333": [], "39437612": [], "8809915": [], "51567833": [], "00163946": [], "90017946": [], "49813715": [], "20175661": [], "43041739": [], "11933241": [], "51223355": [], "77812929": [], "63735693": [], "69462685": [], "51219331": [], "4344324": [], "13298536": [], "7618661": [], "87278516": [], "55870546": [], "29020687": [], "87597941": [], "33301563": [], "95981773": [], "49141269": [], "03139799": [], "13850915": [], "44747286": [], "27881474": [], "91536802": [], "61714307": [], "98907651": [], "32764476": [], "28709571": [], "60170091": [], "91067695": [], "15463061": [], "81808468": [], "37463772": [], "20821995": [], "29742486": [], "44989079": [], "69302704": [], "04249123": [], "26431735": [], "63084452": [], "13043304": [], "10832526": [], "14491526": [], "21206368": [], "89959495": [], "97692125": [], "32465442": [], "86577088": [], "88162914": [], "30608811": [], "31908276": [], "04458493": [], "12201892": [], "49221587": [], "34275519": [], "58241155": [], "368091": [], "80935821": [], "11319414": [], "40621932": [], "6207878": [], "23717851": [], "23155652": [], "42954004": [], "19606443": [], "28880311": [], "70199342": [], "36007259": [], "83309406": [], "96272893": [], "56007379": [], "88099508": [], "44023455": [], "10828395": [], "55475055": [], "18121146": [], "90334312": [], "51963747": [], "3779565": [], "53347717": [], "22913011": [], "4940896": [], "5093548": [], "56147179": [], "16235302": [], "87161394": [], "float6468": [], "84301260e": [], "34576148e": [], "78794096e": [], "64786992e": [], "75398254e": [], "25186969e": [], "79936175e": [], "68766389e": [], "55986965e": [], "88156295e": [], "92007202e": [], "73574381e": [], "01140244e": [], "69213779e": [], "98024677e": [], "02307091e": [], "07689909e": [], "64648625e": [], "62923813e": [], "48231055e": [], "56442612e": [], "79162180e": [], "53697717e": [], "71384445e": [], "03115438e": [], "41208432e": [], "75223655e": [], "36651512e": [], "68647863e": [], "59707410e": [], "55401257e": [], "62588622e": [], "57390687e": [], "11094639e": [], "23463222e": [], "27988040e": [], "13743379e": [], "56242942e": [], "05687565e": [], "10756632e": [], "31785369e": [], "12768155e": [], "62037017e": [], "75125935e": [], "15728236e": [], "35466977e": [], "60432815e": [], "48798775e": [], "07544071e": [], "69554498e": [], "44049919e": [], "81446458e": [], "27230328e": [], "21607882e": [], "66007464e": [], "74950149e": [], "20823609e": [], "27928943e": [], "47875281e": [], "38643588e": [], "81837865e": [], "29278514e": [], "00747835e": [], "40685615e": [], "81190907e": [], "01291076e": [], "23634874e": [], "27894214e": [], "61461834e": [], "45691769e": [], "06541324e": [], "03743403e": [], "27607324e": [], "80473460e": [], "14578508e": [], "04240237e": [], "13885718e": [], "65423517e": [], "28666288e": [], "03169504e": [], "41409974e": [], "21464439e": [], "10905665e": [], "98245977e": [], "30352733e": [], "94141693e": [], "27600162e": [], "00302104e": [], "20539428e": [], "32617737e": [], "12098125e": [], "40580676e": [], "31969339e": [], "77763636e": [], "08554626e": [], "20233932e": [], "13335183e": [], "72478971e": [], "39912424e": [], "47551700e": [], "nodepandasindexpandasindex": 4, "highest": 4, "neither": 4, "minut": 4, "hourli": 4, "unneccessari": 4, "cours": [4, 8, 10], "unavoid": 4, "unlimit": 4, "later": 4, "concaten": [4, 6], "child": 4, "relationship": 4, "children": 4, "smaller": [5, 6], "reason": [5, 6], "less": [5, 6], "account": [5, 6], "consid": [5, 9, 10], "bad": 5, "accur": [5, 6], "timestamp": [5, 6], "present": [5, 6], "unclear": [5, 6], "involv": [5, 6], "panda": [5, 6, 8], "glob": 5, "iso8601": 5, "time_now": 5, "read_csv": 5, "csv_file": 5, "depth_profile_s1": 5, "datafram": [5, 6, 8], "degrees_celsiu": 5, "sea_water_pressur": 5, "6713": 5, "2093": 5, "26t09": [3, 5], "modifi": 5, "yournam": 5, "processing_level": 5, "your_url_her": 5, "instrument_vocabulari": 5, "vocab": 5, "nerc": 5, "ac": 5, "uk": 5, "l22": 5, "tool0001": 5, "alongsid": 5, "06_depth_profile_one_fil": 5, "418": 5, "231": 5, "004": [5, 6], "583": [5, 6], "temperatu": 5, "TO": 5, "s1xarrai": 5, "float6439": 5, "0standard_nam": 5, "dbarcoverage_content_typ": 5, "455654": 5, "119035": 5, "355769": 5, "418398": 5, "05053": 5, "760447": 5, "570563": 5, "230532": 5, "67562": 5, "00015": 5, "float641": [4, 5], "583standard_nam": 5, "degrees_celsiuscoverage_content_typ": 5, "95533107": 5, "41958791": 5, "71529616": 5, "84360563": 5, "41972826": 5, "22250547": 5, "05988036": 5, "39393846": 5, "0035247": 5, "58250776": 5, "float6434": 5, "66standard_nam": 5, "psucoverage_content_typ": 5, "69975973": 5, "84037386": 5, "72520826": 5, "34808803": 5, "83566471": 5, "77718679": 5, "03124111": 5, "14946971": 5, "47912241": 5, "65869081": 5, "pressurepandasindexpandasindex": 5, "4556544280039": 5, "11903479614398": 5, "3557689889737": 5, "4183980542843884": 5, "05053002488748": 5, "76044658260758": 5, "5705628202497": 5, "2305319880886354": 5, "67561997590708": 5, "00015013251017": 5, "your_unique_id_herenaming_author": 5, "idtitl": 5, "datasummari": 5, "sea_water_salinitykeywords_vocabulari": 5, "namesgeospatial_lat_min": 5, "6713geospatial_lat_max": 5, "6713geospatial_lon_min": 5, "2093geospatial_lon_max": 5, "2093time_coverage_start": 5, "00ztime_coverage_end": 5, "00zconvent": 5, "11histori": 5, "37z": 6, "pythonsourc": 5, "measurementprocessing_level": 5, "controldate_cr": 5, "37zcreator_typ": [], "institutioncreator_nam": 5, "namecreator_email": 5, "comcreator_url": 5, "your_url_hereinstitut": 5, "institutionpublisher_nam": 5, "namepublisher_email": 5, "compublisher_url": 5, "publisher_url_hereproject": 5, "nameinstru": 5, "ctdinstrument_vocabulari": 5, "profilestation_nam": 5, "unfamiliar": 5, "hopefulli": 5, "header": [5, 6], "fix": 5, "folder_path": 5, "path": [5, 6], "folder": 5, "depth_profile_s4": 5, "depth_profile_s5": 5, "depth_profile_s2": 5, "depth_profile_s3": 5, "depth_profile_s7": 5, "depth_profile_s8": 5, "depth_profile_s6": 5, "filenam": [5, 6], "input": [5, 9], "split": 5, "_": 5, "s4": 5, "s5": 5, "s2": 5, "s3": 5, "s7": 5, "s8": 5, "s6": 5, "everi": [5, 8], "detail": 5, "metadata_fil": 5, "depth_profiles_metadata": 5, "json_fil": 5, "128": 5, "123": [4, 5], "126": [5, 6], "124": 5, "yaml_fil": 5, "safe_load": 5, "metadata_df": 5, "iterrow": 5, "proce": 5, "incorpor": 5, "yourself": 5, "rather": 5, "data_fil": 5, "data_df": 5, "metadata_st": 5, "15t10": 5, "f7a6c89d": 5, "4c3e": 5, "4a94": 5, "8e9a": 5, "04a7f8f43d6c": 5, "d8eb21f2": 5, "43a6": 5, "4b18": 5, "9c6c": 5, "8f8b30051718": 5, "cc29745a": 5, "925b": 5, "45d0": 5, "8b88": 5, "ce967322b6c4": 5, "3b89f178": 5, "8c48": 5, "4fc4": 5, "ae7d": 5, "27e2f4c6d9e1": 5, "a43de701": 5, "3bfe": 5, "4c7e": 5, "a78b": 5, "1d87a9af1122": 5, "15t11": 5, "5f2c68c1": 5, "68d7": 5, "4d3b": 5, "aa2b": 5, "254c73e4b59": 5, "e4c040e2": 5, "1506": 5, "4099": 5, "85f1": 5, "99e0e47244f7": 5, "9b4e0d0a": 5, "51d9": 5, "4d5b": 5, "a144": 5, "0a8c97cc1181": 5, "put": 5, "06_depth_profile_": 5, "reaction": 6, "learn": [6, 10], "ctd_station_isg_svr1_": 6, "nansen_legacy_cruis": 6, "anyon": 6, "ascii": 6, "yet": 6, "remov": 6, "suffix": 6, "filepath": 6, "259": 6, "258": 6, "260": 6, "jann": 6, "isg": 6, "svr1": 6, "259coordin": 6, "251": 6, "253": 6, "254": 6, "legacy_pr_ct_58us_2021708_isg": 6, "svr1time_coverage_start": 6, "12t19": 6, "04ztime_coverage_end": 6, "04zdate_upd": 6, "51zdate_cr": 6, "1282geospatial_lat_max": 6, "1282geospatial_lon_min": 6, "0032geospatial_lon_max": 6, "0032geospatial_vertical_min": 6, "261": 6, "isg_svr1pi_nam": 6, "s\u00f8reideinstitut": 6, "1creator_institut": 6, "svalbardstation_nam": 6, "svr1metadata_link": 6, "isg_svr1_ncproperti": 6, "quick": 6, "226": 6, "211": 6, "205": 6, "215": 6, "144": [4, 6], "118": 6, "081": 6, "913": 6, "861": 6, "826": 6, "809": 6, "743": 6, "703": 6, "687": 6, "652": 6, "544": 6, "508": 6, "483": 6, "434": 6, "399": 6, "355": 6, "298": 6, "225": 6, "173": [4, 6], "113": [4, 6], "073": 6, "006": 6, "008": 6, "067": [6, 7], "145": 6, "143": [4, 6], "248": 6, "136": 6, "748": 6, "594": 6, "623": 6, "374": 6, "383": 6, "367": 6, "351": 6, "376": 6, "391": 6, "396": 6, "398": 6, "393": 6, "371": 6, "159": 6, "944": 6, "928": 6, "964": 6, "154": [4, 6], "281": 6, "362": 6, "353": 6, "069": 6, "989": 6, "048": 6, "016": 6, "946": 6, "942": 6, "892": 6, "828": 6, "641": 6, "632": 6, "625": 6, "615": 6, "566": 6, "542": 6, "518": 6, "493": 6, "457": 6, "426": 6, "416": 6, "388": 6, "389": 6, "387": 6, "373": 6, "363": 6, "359": 6, "395": 6, "443": 6, "446": 6, "449": 6, "448": 6, "455": 6, "454": 6, "464": 6, "485": 6, "753": 6, "793": 6, "754": 6, "341": 6, "346": 6, "435": 6, "514": 6, "554": 6, "447": 6, "747": 6, "174": 6, "527": 6, "521": 6, "626": 6, "718": 6, "778": 6, "937": 6, "018": 6, "203": 6, "284": 6, "384": 6, "506": 6, "436": 6, "369": 6, "534": 6, "579": 6, "572": 6, "598": 6, "618": 6, "629": 6, "669": 6, "676": 6, "428": 6, "501": 6, "799": 6, "802": 6, "805": 6, "762": 6, "786": 6, "728": 6, "486": 6, "424": 6, "386": 6, "304": 6, "268": 6, "221": 6, "206": 6, "189": [6, 9], "233": 6, "243": 6, "239": 6, "246": 6, "271": 6, "274": 6, "276": 6, "279": 6, "289": 6, "293": 6, "305": 6, "325": 6, "329": 6, "328": 6, "334": 6, "343": 6, "344": 6, "358": 6, "379": 6, "415": 6, "411": [6, 7], "401": 6, "404": 6, "419": 6, "422": 6, "421": 6, "423": 6, "429": 6, "427": 6, "437": 6, "474": 6, "475": 6, "488": 6, "499": 6, "481": 6, "494": 6, "495": 6, "511": 6, "505": 6, "502": 6, "513": 6, "515": 6, "519": 6, "526": 6, "532": 6, "536": 6, "537": 6, "538": 6, "539": 6, "543": 6, "573": 6, "584": 6, "578": 6, "563": 6, "553": [6, 9], "548": 6, "569": 6, "577": 6, "633": 6, "653": 6, "677": 6, "688": 6, "692": 6, "714": 6, "725": 6, "729": 6, "752": 6, "768": 6, "803": 6, "825": 6, "836": 6, "839": 6, "831": 6, "864": 6, "869": 6, "867": 6, "872": 6, "871": 6, "827": 6, "821": 6, "816": 6, "813": 6, "233002": 6, "240002": 6, "243000": 6, "238998": 6, "820999": 6, "816002": 6, "813000": 6, "812000": 6, "siphon": 6, "catalog": 6, "tdscatalog": 6, "base_url": 6, "catalog_url": 6, "xml": 6, "travers": 6, "ctd_station_nleg02_": 6, "ctd_station_nleg02_1_": 6, "ctd_station_nleg02_2_": 6, "ctd_station_nleg02_3_": 6, "ctd_station_nleg02_4_": 6, "ctd_station_nleg02_5_": 6, "ctd_station_nleg03_": 6, "ctd_station_nleg05_": 6, "ctd_station_nleg05_01_": 6, "ctd_station_nleg05_02_": 6, "ctd_station_nleg06_": 6, "ctd_station_nleg06_01_": 6, "ctd_station_nleg06_02_": 6, "ctd_station_nleg07_01_": 6, "ctd_station_nleg08_": 6, "ctd_station_nleg08_1_": 6, "ctd_station_nleg09_": 6, "ctd_station_nleg09_1_": 6, "ctd_station_nleg10_": 6, "ctd_station_nleg10_1_": 6, "ctd_station_nleg11_1_": 6, "ctd_station_nleg11_2_": 6, "ctd_station_nleg12_": 6, "ctd_station_nleg14_": 6, "ctd_station_nleg15_": 6, "ctd_station_nleg16_": 6, "ctd_station_nleg17_": 6, "ctd_station_nleg18_": 6, "ctd_station_nleg19_": 6, "ctd_station_nleg20_": 6, "ctd_station_nleg22_": 6, "ctd_station_nleg23_": 6, "ctd_station_nleg24_": 6, "2_": 6, "3_": 6, "ctd_station_p2_nleg04": 6, "4_": 6, "ctd_station_p3_nleg07": 6, "5_": 6, "ctd_station_p4_nleg11": 6, "ctd_station_p5_nleg13": 6, "ctd_station_p5_nleg13_1_": 6, "ctd_station_p6_nleg21_npal15": 6, "ctd_station_p7_nleg25_npal16": 6, "turn": 6, "profile_url": 6, "04z": 6, "14t23": 6, "15t02": 6, "30z": 6, "15t03": 6, "15t04": 6, "26z": 6, "15t05": 6, "33z": 6, "15t07": 6, "15t08": 6, "11z": 6, "16t17": 6, "02z": 6, "16t20": 6, "16t21": 6, "06z": 6, "16t22": 6, "07z": 6, "16t23": 6, "27z": 6, "54z": 6, "17t15": 6, "44z": 6, "keyerror": 6, "traceback": [6, 9], "recent": [6, 9], "anaconda3": [6, 9], "lib": [6, 9], "python3": [6, 9], "site": [6, 9], "backend": [6, 9], "file_manag": 6, "cachingfilemanag": 6, "_acquire_with_cache_info": 6, "self": 6, "needs_lock": 6, "210": 6, "_cach": 6, "_kei": 6, "lru_cach": 6, "lrucach": 6, "__getitem__": 6, "_lock": 6, "move_to_end": 6, "class": 6, "netcdf4": [6, 9], "_netcdf4": 6, "clobber": 6, "true": [6, 7], "diskless": 6, "persist": 6, "6bf9e4bc": 6, "6922": 6, "477a": 6, "9496": 6, "7bd8dccf21ba": 6, "keyboardinterrupt": 6, "api": [6, 9], "filename_or_obj": [6, 9], "engin": [6, 9], "chunk": [6, 8, 9], "cach": [6, 9], "decode_cf": [6, 9], "mask_and_scal": [6, 9], "decode_tim": [6, 9], "decode_timedelta": [6, 9], "use_cftim": [6, 9], "concat_charact": [6, 9], "decode_coord": [6, 9], "drop_vari": [6, 9], "inline_arrai": [6, 9], "chunked_array_typ": [6, 9], "from_array_kwarg": [6, 9], "backend_kwarg": [6, 9], "kwarg": [6, 9], "560": 6, "decod": 6, "_resolve_decoders_kwarg": 6, "561": 6, "562": 6, "open_backend_dataset_paramet": 6, "open_dataset_paramet": 6, "568": 6, "571": 6, "overwrite_encoded_chunk": 6, "pop": 6, "backend_d": 6, "ds": 6, "_dataset_from_backend_dataset": 6, "580": 6, "590": 6, "591": 6, "592": 6, "netcdf4_": 6, "netcdf4backendentrypoint": 6, "lock": 6, "autoclos": 6, "def": [6, 8], "ignor": 6, "overrid": 6, "lsp": 6, "violat": 6, "support": 6, "str": 6, "os": 6, "pathlik": 6, "bufferediobas": 6, "abstractdatastor": 6, "643": 6, "_normalize_path": 6, "netcdf4datastor": 6, "645": 6, "646": 6, "649": 6, "650": 6, "654": 6, "656": 6, "store_entrypoint": 6, "storebackendentrypoint": 6, "close_on_error": 6, "cl": 6, "lock_mak": 6, "dict": 6, "402": 6, "manag": 6, "405": 6, "406": 6, "354": 6, "__init__": 6, "_group": 6, "_mode": 6, "data_model": 6, "_filenam": 6, "356": 6, "is_remot": 6, "is_remote_uri": 6, "414": 6, "properti": 6, "_acquir": 6, "410": 6, "409": 6, "_manag": 6, "acquire_context": 6, "root": 6, "_nc4_require_group": 6, "412": [4, 6], "contextlib": 6, "_generatorcontextmanag": 6, "__enter__": 6, "del": 6, "arg": 6, "kwd": 6, "func": 6, "gen": 6, "138": [4, 6], "stopiter": 6, "rais": [6, 7, 9], "runtimeerror": 6, "didn": 6, "yield": 6, "199": 6, "196": 6, "contextmanag": 6, "198": 6, "context": [6, 7], "acquir": 6, "copi": 6, "_open": 6, "_arg": 6, "218": 6, "219": 6, "ensur": 6, "overridden": 6, "220": 6, "src": 6, "pyx": 6, "2486": 6, "2011": 6, "genexpr": 6, "util": 6, "_find_dim": 6, "grp": 6, "dimnam": 6, "_sortbylist": 6, "instanc": 6, "initi": 6, "dataframes_list": 6, "profile_df": 6, "master_df": 6, "concat": 6, "reset": 6, "reset_index": 6, "inplac": 6, "exclud": 6, "128197": 6, "0032": 6, "32028": 6, "3362": 6, "722": 6, "003799": 6, "0427": 6, "25t03": 6, "53z": 6, "32029": 6, "3363": 6, "32030": 6, "3364": 6, "32031": 6, "3365": 6, "32032": 6, "3366": 6, "32033": 6, "profile_data": 6, "transpos": 6, "theb": 6, "result": 6, "19t14": 6, "47z": 6, "20t13": 6, "18z": 6, "20t19": 6, "22t13": 6, "23t06": 6, "20z": 6, "23t09": 6, "55z": 6, "24t01": 6, "24t14": 6, "40z": 6, "782": 6, "960": 6, "551": 6, "535": 6, "528": 6, "620": 6, "456": 6, "958": 6, "541": 6, "524": 6, "630": 6, "950": 6, "498": 6, "829": 6, "547": 6, "440": 6, "956": 6, "732": 6, "973": 6, "875": 6, "452": 6, "552": [6, 9], "549": 6, "550": [6, 9], "961": 6, "733": 6, "976": 6, "708": 6, "627": 6, "719": 6, "3367": 6, "3368": 6, "3369": 6, "3370": 6, "multiindex": 6, "from_tupl": 6, "499802": 6, "595802": 6, "693001": 6, "764503": 6, "812202": 6, "914703": 6, "000198": 6, "000000": 6, "400002": 6, "512199": 6, "480003": 6, "732498": 6, "547798": 6, "546700": 6, "542503": 6, "542702": 6, "000999": 6, "981697": 6, "003200": 6, "219801": 6, "756800": 6, "303699": 6, "617298": 6, "897999": 6, "516300": 6, "002300": 6, "999699": 6, "999802": 6, "814499": 6, "202499": 6, "121498": 6, "858700": 6, "795000": 6, "891500": 6, "846001": 6, "982201": 6, "979000": 6, "042700": 6, "take": [6, 9], "identifi": 6, "transect_dataset": 6, "scipi": [6, 9], "interpol": 6, "griddata": 6, "meshgrid": 6, "x_mesh": 6, "y_mesh": 6, "flatten": 6, "flat_x": 6, "flat_i": 6, "flat_z_temp": 6, "flat_z_psal": 6, "zi_temp": 6, "linear": 6, "zi_psal": 6, "contourf": 6, "cmap": 6, "rdylbu_r": 6, "colorbar": 6, "xlabel": 6, "ylabel": 6, "gca": 6, "invert_yaxi": 6, "extra": 7, "secondari": 7, "relat": 7, "primari": 7, "dedic": 7, "017": 7, "014": 7, "deriv": 7, "014xarrai": 7, "5coordin": 7, "50standard_nam": 7, "depthunit": 7, "014standard_nam": 7, "bottlesunit": 7, "space": 7, "term": 7, "chla_flag_possible_valu": 7, "chla_flag_mean": 7, "missing_valu": 7, "wonder": 7, "adher": [7, 10], "v": 7, "oceansites_data_format_reference_manu": 7, "pdf": 7, "chla_flag": 7, "chlorophyll_a_quality_flag": 7, "1xarrai": [7, 8], "int641": 7, "search": 7, "flag_valu": 7, "valid_rang": 7, "invalid": 7, "quality_flag": 7, "qualityinform": 7, "bad_": 7, "127xarrai": 7, "flagstandard_nam": 7, "quality_flagflag_valu": 7, "missing_valuevalid_rang": 7, "qualityinformation_fillvalu": 7, "4xarrai": 7, "physicalmeasurementancillary_vari": 7, "chlorophyll_a_quality_flagsarrai": 7, "1long_nam": 7, "127arrai": 7, "suppos": [7, 8], "good_quality_chlorophyll_a": 7, "chlorophyll_a_quality_flagsxarrai": 7, "014arrai": 7, "filtered_volum": 7, "covereage_content_typ": 7, "auxiliaryinform": 7, "filtered_volumearrai": 7, "valuesunit": 7, "lcovereage_content_typ": 7, "auxiliaryinformation_fillvalu": 7, "expand": 7, "At": 7, "commun": 7, "suggest": 7, "github": 7, "repositori": 7, "guidelin": 7, "construct": 7, "melt": 8, "confus": 8, "leap": 8, "epoch": 8, "calcul": 8, "get_days_since_epoch": 8, "days_since_epoch": 8, "first_day_of_month": 8, "date": 8, "days_since_epoch_2023": 8, "19358": 8, "19389": 8, "19417": 8, "19448": 8, "19478": 8, "19509": 8, "19539": 8, "19570": 8, "19601": 8, "19631": 8, "19662": 8, "19692": 8, "maximum_monthly_temperatur": 8, "air_temperatur": 8, "celsiu": 8, "12coordin": 8, "int6419358": 8, "19692standard_nam": 8, "timelong_nam": 8, "monthsunit": 8, "01coverage_content_typ": 8, "float644": 8, "1standard_nam": 8, "air_temperaturelong_nam": 8, "monthunit": 8, "celsiuscoverage_content_typ": 8, "time_bounds_2d_arrai": 8, "738521": 8, "738551": 8, "738552": 8, "738579": 8, "738580": 8, "738610": 8, "738611": 8, "738640": 8, "738641": 8, "738671": 8, "738672": 8, "738701": 8, "738702": 8, "738732": 8, "738733": 8, "738763": 8, "738764": 8, "738793": 8, "738794": 8, "738824": 8, "738825": 8, "738854": 8, "738855": 8, "738885": 8, "create_datafram": 8, "last_day_of_month": 8, "end_of_month": 8, "timedelta": 8, "toordin": 8, "df_2023": 8, "to_numpi": 8, "nv": 8, "expand_dim": 8, "time_bound": 8, "738885xarrai": 8, "2time": 8, "int64738521": 8, "738885arrai": 8, "readabl": 8, "cell_method": 8, "median": 8, "standard_devi": 8, "minimum_depth": 8, "maximum_depth": 8, "depths_2d_arrai": 8, "depth_bound": 8, "sea_ice_salin": 8, "cm": 8, "38xarrai": 8, "2depth": 8, "30standard_nam": 8, "coreunit": 8, "cmposit": 8, "downcoverage_content_typ": 8, "coordinatebound": 8, "depth_boundsarrai": 8, "float6435": 8, "sea_ice_salinitylong_nam": 8, "physicalmeasurementcell_method": 8, "meanarrai": 8, "38arrai": 8, "wind": 8, "speed": 8, "give": 8, "timestamps_hour": 8, "num_latitud": 8, "num_longitud": 8, "num_timestamp": 8, "purpos": 8, "mean_wind_spe": 8, "wind_speed_3d_arrai": 8, "syntaxerror": 8, "expect": 8, "valueerror": 9, "updat": 9, "plugin": 9, "guess_engin": 9, "555": 9, "556": 9, "store_spec": 9, "190": 9, "error_msg": 9, "found": 9, "match": 9, "io": 9, "compatible_engin": 9, "193": 9, "dev": 9, "en": 9, "stabl": 9, "194": 9, "did": [9, 10], "explicitli": 9, "via": 9, "paramet": 9, "xxxx": 9, "noth": 10, "experienc": 10, "necessarili": 10, "unless": 10, "content": 10, "anyth": 10, "me": 10, "ipython": [0, 1, 2, 3, 4, 5], "youtubevideo": [0, 1, 2, 3, 4, 5], "699jkjljgym": 0, "float64index": [0, 1, 2, 3, 4], "67epsk7vkc4": 1, "0x7f9f6bb12710": 1, "0x7f9f6b9dab10": 1, "0x7f9f6af32b10": 1, "0x7f9f6b9c17d0": 1, "0x7f9f6af02b50": 1, "0x7f9f6b8cab10": 1, "0x7f9f6ac85090": 1, "0x7f9f6a7eab90": 1, "rgbqsqwvvcc": 2, "a5qvdsffqrm": 3, "int64index": [3, 4], "20xarrai": 3, "int6429": 3, "20arrai": 3, "231750": 3, "129292": 3, "410052": 3, "330582": 3, "971523": 3, "932541": 3, "593607": 3, "161767": 3, "378726": 3, "235372": 3, "872576": 3, "382029": 3, "750375": 3, "367724": 3, "236008": 3, "775534": 3, "112016": 3, "220890": 3, "306293": 3, "966600": 3, "932082": 3, "812490": 3, "082101": 3, "691867": 3, "304471": 3, "947043": 3, "633124": 3, "329237": 3, "079605": 3, "830769": 3, "2317505": 3, "12929166": 3, "41005224": 3, "33058212": 3, "97152347": 3, "93254122": 3, "59360693": 3, "16176728": 3, "37872646": 3, "23537203": 3, "87257569": 3, "38202933": 3, "75037503": 3, "3677238": 3, "23600757": 3, "11201583": 3, "2208902": 3, "30629333": 3, "96659981": 3, "93208171": 3, "81248963": 3, "0821011": 3, "69186685": 3, "30447062": 3, "94704276": 3, "63312379": 3, "32923735": 3, "07960516": 3, "83076924": 3, "83xarrai": 3, "float6432": 3, "83arrai": 3, "20standard_nam": 3, "83standard_nam": 3, "50z": 3, "1d6yc": 4, "r9abu": 4, "184": 4, "841": 4, "2974": 4, "677arrai": 4, "29730287e": 4, "18388064e": 4, "84126870e": 4, "56442790e": 4, "90060187e": 4, "44388014e": 4, "95966456e": 4, "40762363e": 4, "31694014e": 4, "51275087e": 4, "16819735e": 4, "62330872e": 4, "40742416e": 4, "14762077e": 4, "79284915e": 4, "01051293e": 4, "16061151e": 4, "29909243e": 4, "75218096e": 4, "27168230e": 4, "88721693e": 4, "38707692e": 4, "96226387e": 4, "80554934e": 4, "98887959e": 4, "24501891e": 4, "36546112e": 4, "07094438e": 4, "06233961e": 4, "46946304e": 4, "24506949e": 4, "50248004e": 4, "43653566e": 4, "14645450e": 4, "08341399e": 4, "35929354e": 4, "76140758e": 4, "71579913e": 4, "33713886e": 4, "26769742e": 4, "27904383e": 4, "24184909e": 4, "88826347e": 4, "70736563e": 4, "65547529e": 4, "98053932e": 4, "17139807e": 4, "73460723e": 4, "81360086e": 4, "34001566e": 4, "19950166e": 4, "59636028e": 4, "05243257e": 4, "09143632e": 4, "85208310e": 4, "79346650e": 4, "02312937e": 4, "11876998e": 4, "04482758e": 4, "86798062e": 4, "56657271e": 4, "94124534e": 4, "42693664e": 4, "28691461e": 4, "31397502e": 4, "61323998e": 4, "42297163e": 4, "25514858e": 4, "06918167e": 4, "95938723e": 4, "54825434e": 4, "42841893e": 4, "28539747e": 4, "86420458e": 4, "12106041e": 4, "25708485e": 4, "86740756e": 4, "57397017e": 4, "47975180e": 4, "73957798e": 4, "35661829e": 4, "85600855e": 4, "03330486e": 4, "67270914e": 4, "74448572e": 4, "25694291e": 4, "08876633e": 4, "66224625e": 4, "83830186e": 4, "00908686e": 4, "04318933e": 4, "12058882e": 4, "20644250e": 4, "90411127e": 4, "54570216e": 4, "10171074e": 4, "66007193e": 4, "04787432e": 4, "70406888e": 4, "23991652e": 4, "18968070e": 4, "61545225e": 4, "05730881e": 4, "03952557e": 4, "32812260e": 4, "78212080e": 4, "97392913e": 4, "67731697e": 4, "3144": 4, "3719": 4, "8918": 4, "4086": 4, "465": 4, "6103": 4, "896": 4, "156": 4, "93xarrai": 4, "6103arrai": 4, "31442298": 4, "37186486": 4, "89175894": 4, "35381091": 4, "42298519": 4, "86366941": 4, "1285485": 4, "67681026": 4, "39359271": 4, "33410271": 4, "00645611": 4, "75200655": 4, "15326576": 4, "79513939": 4, "68948449": 4, "63713208": 4, "52040431": 4, "73860617": 4, "96929213": 4, "41165139": 4, "18418043": 4, "29791374": 4, "13166047": 4, "70613258": 4, "86748078": 4, "06064639": 4, "17431385": 4, "91342961": 4, "56467001": 4, "3070612": 4, "01995465": 4, "96886991": 4, "14103095": 4, "42207916": 4, "93437094": 4, "337254": 4, "56541698": 4, "35730351": 4, "32942897": 4, "53332867": 4, "03206663": 4, "36138215": 4, "88778958": 4, "47663117": 4, "00674575": 4, "17763386": 4, "70808259": 4, "95813141": 4, "21480453": 4, "24928252": 4, "8207419": 4, "13466487": 4, "64601279": 4, "00580161": 4, "96327407": 4, "66660425": 4, "44254703": 4, "49016297": 4, "95092752": 4, "68402475": 4, "0364008": 4, "06979758": 4, "41977257": 4, "04157561": 4, "1281028": 4, "06032187": 4, "55193326": 4, "70960954": 4, "90115042": 4, "9172195": 4, "83824067": 4, "47241553": 4, "88974885": 4, "95111486": 4, "55429091": 4, "46400814": 4, "08551224": 4, "02608824": 4, "96794298": 4, "94370973": 4, "41594332": 4, "84143792": 4, "29299434": 4, "98005967": 4, "41383606": 4, "64756034": 4, "7732397": 4, "77791243": 4, "89000761": 4, "62021766": 4, "5678002": 4, "26946859": 4, "95977585": 4, "46112992": 4, "28591536": 4, "5122418": 4, "21037796": 4, "40858309": 4, "46504583": 4, "61029173": 4, "32arrai": 4, "4886676": 4, "69594849": 4, "66986479": 4, "41193882": 4, "44157423": 4, "12362955": 4, "04489245": 4, "29082406": 4, "35150729": 4, "89282835": 4, "71123523": 4, "27510472": 4, "29680328": 4, "59369782": 4, "50049578": 4, "30981317": 4, "82997181": 4, "35292596": 4, "57018977": 4, "47020516": 4, "58987988": 4, "34881945": 4, "30340812": 4, "75712151": 4, "6191108": 4, "85901911": 4, "99536768": 4, "22273169": 4, "6801014": 4, "48733837": 4, "9376388": 4, "35225246": 4, "71875448": 4, "6857475": 4, "78970585": 4, "53077404": 4, "27229314": 4, "91939612": 4, "69978416": 4, "7626704": 4, "0321003": 4, "2170661": 4, "70407666": 4, "28380035": 4, "69462638": 4, "19398186": 4, "26612459": 4, "09551551": 4, "386417": 4, "71918709": 4, "8714128": 4, "81145388": 4, "92874493": 4, "30867711": 4, "49774655": 4, "81469496": 4, "78803415": 4, "92589985": 4, "63294474": 4, "30958577": 4, "12174513": 4, "02319782": 4, "25171224": 4, "27928716": 4, "01900842": 4, "47362155": 4, "74019023": 4, "98977177": 4, "99254038": 4, "05522188": 4, "8384074": 4, "26602948": 4, "91698596": 4, "66703283": 4, "01188637": 4, "45316157": 4, "87164407": 4, "76755194": 4, "63381237": 4, "02301107": 4, "88713898": 4, "97980869": 4, "7572433": 4, "02298939": 4, "58749734": 4, "21390231": 4, "15090174": 4, "34641485": 4, "58187405": 4, "65213606": 4, "87908631": 4, "48461782": 4, "69251269": 4, "33814681": 4, "82255285": 4, "99928075": 4, "62515657": 4, "79605527": 4, "89569423": 4, "31817245": 4, "93arrai": 4, "27783465": 4, "34783037": 4, "52111548": 4, "48163785": 4, "119": 4, "14248872": 4, "04216903": 4, "57894062": 4, "45954283": 4, "97742338": 4, "64647313": 4, "78087686": 4, "05518552": 4, "15504409": 4, "94328509": 4, "3598121": 4, "133": 4, "8364253": 4, "23840394": 4, "95640126": 4, "82050608": 4, "27098841": 4, "81598617": 4, "141": 4, "05617541": 4, "00708664": 4, "168": 4, "5330412": 4, "9728711": 4, "45445806": 4, "3493489": 4, "59594725": 4, "45915868": 4, "37713145": 4, "130": 4, "16087052": 4, "52662793": 4, "83166087": 4, "85676361": 4, "0300951": 4, "19004922": 4, "45371835": 4, "65166334": 4, "8817983": 4, "65190485": 4, "150": 4, "48072339": 4, "108": 4, "32632087": 4, "03233456": 4, "04427618": 4, "10789165": 4, "85166448": 4, "155": 4, "00349857": 4, "52174701": 4, "51643572": 4, "115": 4, "77854528": 4, "47674034": 4, "25629079": 4, "14108362": 4, "158": 4, "03247498": 4, "67216141": 4, "80145001": 4, "86778546": 4, "6041007": 4, "68193936": 4, "179": 4, "89210633": 4, "8977905": 4, "05351228": 4, "13634592": 4, "50970035": 4, "169": 4, "70491423": 4, "10065381": 4, "19168379": 4, "41259146": 4, "80621338": 4, "42116845": 4, "6330042": 4, "161": 4, "48308133": 4, "110": 4, "47294083": 4, "31392934": 4, "96127887": 4, "30403754": 4, "59737932": 4, "35736646": 4, "59144555": 4, "164": 4, "30690785": 4, "51850223": 4, "153": 4, "95081748": 4, "69835412": 4, "33730049": 4, "4852469": 4, "88767257": 4, "82036629": 4, "0741129": 4, "54139585": 4, "57985518": 4, "8545144": 4, "70140721": 4, "104": 4, "84149711": 4, "43885724": 4, "33594209": 4, "22523239": 4, "29241948": 4, "11833095": 4, "87986206": 4, "93070919": 4, "tjl23unmmwi": 5, "08t14": 5, "12zcreator_typ": 5}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"01": 0, "open": [0, 1], "understand": 0, "import": 0, "some": [0, 4], "data": [0, 2, 3, 4, 5, 6, 7, 8, 9], "from": [0, 3, 6, 9, 10], "opendap": 0, "global": [0, 3, 5], "attribut": [0, 3, 5], "dimens": [0, 1, 2, 3], "cordin": 0, "variabl": [0, 1, 2, 3, 7], "cite": 0, "02": 1, "creat": [1, 3, 5, 9], "plot": [1, 6], "file": [1, 3, 4, 5, 6, 9], "one": [1, 5], "2d": [1, 3], "e": [1, 3], "g": [1, 3], "map": 1, "03": 2, "extract": [2, 9], "differ": [2, 5], "format": 2, "1": 2, "numpi": 2, "arrai": [2, 3], "panda": [2, 3], "datafram": [2, 3], "multipl": [2, 3, 4, 5, 6, 8], "ctd": 2, "publish": [2, 4], "cruis": 2, "04": 3, "cf": [3, 5], "netcdf": [3, 4, 5, 6, 9, 10], "initialis": 3, "your": [3, 4, 5], "xarrai": 3, "dataset": 3, "object": 3, "coordin": 3, "our": 3, "ar": 3, "time": [3, 4, 5], "seri": [3, 4], "10": [3, 9], "point": [3, 4], "timestamp": 3, "we": [3, 4], "have": [3, 4, 8], "1d": 3, "depth": 3, "profil": [3, 4], "grid": [3, 4], "latitud": 3, "longitud": 3, "exampl": [3, 7], "3d": 3, "metadata": 3, "export": 3, "check": 3, "05": 4, "how": [4, 5], "structur": 4, "you": [4, 8], "what": 4, "consid": 4, "an": 4, "appropri": 4, "level": 4, "granular": 4, "learn": 4, "about": 4, "A": [4, 5], "instrument": 4, "move": 4, "multidimension": 4, "random": 4, "space": 4, "ungrid": 4, "final": 4, "rule": 4, "thumb": 4, "06": 5, "go": 5, "refresh": 5, "singl": 5, "quick": 5, "introduct": 5, "loop": [5, 6], "through": [5, 6], "csv": [5, 6], "contain": 5, "each": 5, "json": 5, "yaml": 5, "same": 5, "07": 6, "combin": 6, "introduc": 6, "all": 6, "xlsx": 6, "08": 7, "ancillari": 7, "basic": 7, "without": 7, "assign": 7, "qualiti": 7, "statu": 7, "flag": 7, "retriev": 7, "onli": 7, "good_qual": 7, "other": 7, "09": 8, "cell": 8, "method": 8, "maximum": 8, "monthli": 8, "temperatur": 8, "ic": 8, "core": 8, "when": 8, "bound": 8, "group": 9, "python": 10, "beginn": 10, "pro": 10}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 56}}) \ No newline at end of file