{ "cells": [ { "cell_type": "markdown", "id": "0636a8ac-890d-41db-b734-5732217d5a6e", "metadata": {}, "source": [ "\n", "\n", " VARIABLES\n", "\n", "" ] }, { "cell_type": "markdown", "id": "533c90ff-7ba6-4602-8099-bac1fcb1ea0f", "metadata": {}, "source": [ "**Author**: Lukas Hörtnagl (holukas@ethz.ch)" ] }, { "cell_type": "markdown", "id": "d14f8c29-23ad-4d5c-8fe1-7d8709e3435c", "metadata": {}, "source": [ "# **Imports**" ] }, { "cell_type": "code", "execution_count": 1, "id": "f8fb99de-1f34-4fba-901b-59dc7c110ea8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "diive version: v0.87.0\n" ] } ], "source": [ "import importlib.metadata\n", "import warnings\n", "from datetime import datetime\n", "from pathlib import Path\n", "import pandas as pd\n", "import csv\n", "import matplotlib.pyplot as plt\n", "from diive.core.io.files import save_parquet, load_parquet\n", "from diive.core.plotting.cumulative import CumulativeYear\n", "from diive.core.plotting.heatmap_datetime import HeatmapDateTime, HeatmapYearMonth\n", "\n", "warnings.filterwarnings(action='ignore', category=FutureWarning)\n", "warnings.filterwarnings(action='ignore', category=UserWarning)\n", "version_diive = importlib.metadata.version(\"diive\")\n", "print(f\"diive version: v{version_diive}\")" ] }, { "cell_type": "markdown", "id": "107a2f08-5655-4209-bb7e-b8a6d58cda4e", "metadata": {}, "source": [ "# **Load data**" ] }, { "cell_type": "code", "execution_count": 2, "id": "6b6f26f5-6594-43aa-bd36-0d067a1bd374", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded .parquet file ..\\80_FINALIZE\\81.1_FLUXES_M15_MGMT_L4.2_NEE_GPP_RECO_LE_H_FN2O_FCH4.parquet (1.581 seconds).\n", " --> Detected time resolution of <30 * Minutes> / 30min \n" ] }, { "data": { "text/html": [ "
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2005-01-01 01:45:00NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN...0.1908900.0930710.00.0800160.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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0.0 0.0 52.224375 52.231151 52.221324 52.238293 3.624160 3.278488 3.093806 3.601135 4.350872 4.336333 4.366082 ... -0.558285 1.062164 0.0 0.262373 0.0 NaN NaN -10.649611 -8.871628 NaN NaN 308.812117 -5.696729 0.0 0.0\n", "2024-12-31 23:45:00 0.0 0.0 0.0 0.0 52.222007 52.230632 52.222701 52.273511 3.656167 3.331678 3.103003 3.579020 4.360311 4.334225 4.359530 ... -0.317543 1.047483 0.0 0.260688 0.0 NaN NaN -10.944774 -9.138224 NaN NaN 307.372117 -8.102484 0.0 0.0\n", "\n", "[350640 rows x 812 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SOURCEDIR = r\"../80_FINALIZE\"\n", "FILENAME = r\"81.1_FLUXES_M15_MGMT_L4.2_NEE_GPP_RECO_LE_H_FN2O_FCH4.parquet\"\n", "FILEPATH = Path(SOURCEDIR) / FILENAME\n", "df = load_parquet(filepath=FILEPATH)\n", "df" ] }, { "cell_type": "markdown", "id": "dfca627b-d60e-4da8-b0db-e19d1ad676cc", "metadata": {}, "source": [ "# **List of all variables**" ] }, { "cell_type": "code", "execution_count": 3, "id": "a7cea409-45e7-446d-9909-8d1b1fd76796", "metadata": {}, "outputs": [], "source": [ "fluxlist = [c for c in df.columns]" ] }, { "cell_type": "code", "execution_count": 4, "id": "f0d68f31-b7af-48fa-8946-2c38978a2437", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#1: .PREC_RAIN_TOT_GF1_0.5_1_MEAN3H-12\n", "#2: .PREC_RAIN_TOT_GF1_0.5_1_MEAN3H-18\n", "#3: .PREC_RAIN_TOT_GF1_0.5_1_MEAN3H-24\n", "#4: .PREC_RAIN_TOT_GF1_0.5_1_MEAN3H-6\n", "#5: .SWC_GF1_0.15_1_gfXG_MEAN3H-12\n", "#6: .SWC_GF1_0.15_1_gfXG_MEAN3H-18\n", "#7: .SWC_GF1_0.15_1_gfXG_MEAN3H-24\n", "#8: .SWC_GF1_0.15_1_gfXG_MEAN3H-6\n", "#9: .TS_GF1_0.04_1_gfXG_MEAN3H-12\n", "#10: .TS_GF1_0.04_1_gfXG_MEAN3H-18\n", "#11: .TS_GF1_0.04_1_gfXG_MEAN3H-24\n", "#12: .TS_GF1_0.04_1_gfXG_MEAN3H-6\n", "#13: .TS_GF1_0.15_1_gfXG_MEAN3H-12\n", "#14: .TS_GF1_0.15_1_gfXG_MEAN3H-18\n", "#15: .TS_GF1_0.15_1_gfXG_MEAN3H-24\n", "#16: .TS_GF1_0.15_1_gfXG_MEAN3H-6\n", "#17: .TS_GF1_0.4_1_gfXG_MEAN3H-12\n", "#18: .TS_GF1_0.4_1_gfXG_MEAN3H-18\n", "#19: .TS_GF1_0.4_1_gfXG_MEAN3H-24\n", "#20: .TS_GF1_0.4_1_gfXG_MEAN3H-6\n", "#21: AIR_CP\n", "#22: AIR_DENSITY\n", "#23: AIR_MV\n", "#24: AIR_RHO_CP\n", "#25: AOA_METHOD\n", "#26: AXES_ROTATION_METHOD\n", "#27: BADM_HEIGHTC\n", "#28: BADM_INSTPAIR_EASTWARD_SEP_GA_CH4\n", "#29: BADM_INSTPAIR_EASTWARD_SEP_GA_CO2\n", "#30: BADM_INSTPAIR_EASTWARD_SEP_GA_H2O\n", "#31: BADM_INSTPAIR_EASTWARD_SEP_GA_N2O\n", "#32: BADM_INSTPAIR_HEIGHT_SEP_GA_CH4\n", "#33: BADM_INSTPAIR_HEIGHT_SEP_GA_CO2\n", "#34: BADM_INSTPAIR_HEIGHT_SEP_GA_H2O\n", "#35: BADM_INSTPAIR_HEIGHT_SEP_GA_N2O\n", "#36: BADM_INSTPAIR_NORTHWARD_SEP_GA_CH4\n", "#37: BADM_INSTPAIR_NORTHWARD_SEP_GA_CO2\n", "#38: BADM_INSTPAIR_NORTHWARD_SEP_GA_H2O\n", "#39: BADM_INSTPAIR_NORTHWARD_SEP_GA_N2O\n", "#40: BADM_INST_AVERAGING_INT\n", "#41: BADM_INST_GA_CP_TUBE_FLOW_RATE_GA_CH4\n", "#42: BADM_INST_GA_CP_TUBE_FLOW_RATE_GA_H2O\n", "#43: BADM_INST_GA_CP_TUBE_FLOW_RATE_GA_N2O\n", "#44: BADM_INST_GA_CP_TUBE_IN_DIAM_GA_CH4\n", "#45: BADM_INST_GA_CP_TUBE_IN_DIAM_GA_H2O\n", "#46: BADM_INST_GA_CP_TUBE_IN_DIAM_GA_N2O\n", "#47: BADM_INST_GA_CP_TUBE_LENGTH_GA_CH4\n", "#48: BADM_INST_GA_CP_TUBE_LENGTH_GA_H2O\n", "#49: BADM_INST_GA_CP_TUBE_LENGTH_GA_N2O\n", "#50: BADM_INST_HEIGHT_SA\n", "#51: BADM_INST_SAMPLING_INT\n", "#52: BADM_LOCATION_ELEV\n", "#53: BADM_LOCATION_LAT\n", "#54: BADM_LOCATION_LONG\n", "#55: BADM_SA_OFFSET_NORTH\n", "#56: BOWEN\n", "#57: BURBA_METHOD\n", "#58: CH4\n", "#59: CH4_ABSLIM_NREX\n", "#60: CH4_DIAG_NREX\n", "#61: CH4_KID\n", "#62: CH4_LGD\n", "#63: CH4_MEAS_KUR\n", "#64: CH4_MEAS_MEDIAN\n", "#65: CH4_MEAS_N2O_MEAS_COV\n", "#66: CH4_MEAS_P25\n", "#67: CH4_MEAS_P75\n", "#68: CH4_MEAS_SIGMA\n", "#69: CH4_MEAS_SKW\n", "#70: CH4_MEAS_TYPE\n", "#71: CH4_MIXING_RATIO\n", "#72: CH4_MOLAR_DENSITY\n", "#73: CH4_NR\n", "#74: CH4_NUM_SPIKES\n", "#75: CH4_SPIKE_NREX\n", "#76: CH4_TLAG_ACTUAL\n", "#77: CH4_TLAG_MAX\n", "#78: CH4_TLAG_MIN\n", "#79: 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V_SIGMA\n", "#490: V_SKW\n", "#491: V_SPIKE_NREX\n", "#492: V_UNROT\n", "#493: V_VM97_TEST\n", "#494: V_ZCD\n", "#495: W\n", "#496: WBOOST_APPLIED\n", "#497: WD\n", "#498: WD_FILTER_NR\n", "#499: WD_FILTER_NREX\n", "#500: WD_SIGMA\n", "#501: WPL_APPLIED\n", "#502: WS\n", "#503: WS_MAX\n", "#504: W_ABSLIM_NREX\n", "#505: W_CH4_MEAS_COV\n", "#506: W_CO2_MEAS_COV\n", "#507: W_H2O_MEAS_COV\n", "#508: W_ITC\n", "#509: W_ITC_TEST\n", "#510: W_KID\n", "#511: W_KUR\n", "#512: W_LGD\n", "#513: W_MEDIAN\n", "#514: W_N2O_MEAS_COV\n", "#515: W_NUM_SPIKES\n", "#516: W_P25\n", "#517: W_P75\n", "#518: W_SIGMA\n", "#519: W_SKW\n", "#520: W_SPIKE_NREX\n", "#521: W_T_SONIC_COV\n", "#522: W_T_SONIC_COV_IBROM\n", "#523: W_T_SONIC_COV_IBROM_N0004\n", "#524: W_T_SONIC_COV_IBROM_N0008\n", "#525: W_T_SONIC_COV_IBROM_N0016\n", "#526: W_T_SONIC_COV_IBROM_N0032\n", "#527: W_T_SONIC_COV_IBROM_N0065\n", "#528: W_T_SONIC_COV_IBROM_N0133\n", "#529: W_T_SONIC_COV_IBROM_N0277\n", "#530: W_T_SONIC_COV_IBROM_N0614\n", 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FLAG_L3.2_NEE_L3.1_QCF_OUTLIER_HAMPELDTNT_TEST\n", "#563: FLAG_L3.2_NEE_L3.1_QCF_OUTLIER_LOCALSD_TEST\n", "#564: SUM_L3.2_NEE_L3.1_HARDFLAGS\n", "#565: SUM_L3.2_NEE_L3.1_SOFTFLAGS\n", "#566: SUM_L3.2_NEE_L3.1_FLAGS\n", "#567: FLAG_L3.2_NEE_L3.1_QCF\n", "#568: NEE_L3.1_L3.2_QCF\n", "#569: NEE_L3.1_L3.2_QCF0\n", "#570: FLAG_L3.3_CUT_16_NEE_L3.1_USTAR_TEST\n", "#571: SUM_L3.3_CUT_16_NEE_L3.1_HARDFLAGS\n", "#572: SUM_L3.3_CUT_16_NEE_L3.1_SOFTFLAGS\n", "#573: SUM_L3.3_CUT_16_NEE_L3.1_FLAGS\n", "#574: FLAG_L3.3_CUT_16_NEE_L3.1_QCF\n", "#575: NEE_L3.1_L3.3_CUT_16_QCF\n", "#576: NEE_L3.1_L3.3_CUT_16_QCF0\n", "#577: FLAG_L3.3_CUT_50_NEE_L3.1_USTAR_TEST\n", "#578: SUM_L3.3_CUT_50_NEE_L3.1_HARDFLAGS\n", "#579: SUM_L3.3_CUT_50_NEE_L3.1_SOFTFLAGS\n", "#580: SUM_L3.3_CUT_50_NEE_L3.1_FLAGS\n", "#581: FLAG_L3.3_CUT_50_NEE_L3.1_QCF\n", "#582: NEE_L3.1_L3.3_CUT_50_QCF\n", "#583: NEE_L3.1_L3.3_CUT_50_QCF0\n", "#584: FLAG_L3.3_CUT_84_NEE_L3.1_USTAR_TEST\n", "#585: SUM_L3.3_CUT_84_NEE_L3.1_HARDFLAGS\n", "#586: SUM_L3.3_CUT_84_NEE_L3.1_SOFTFLAGS\n", "#587: SUM_L3.3_CUT_84_NEE_L3.1_FLAGS\n", "#588: FLAG_L3.3_CUT_84_NEE_L3.1_QCF\n", "#589: NEE_L3.1_L3.3_CUT_84_QCF\n", "#590: NEE_L3.1_L3.3_CUT_84_QCF0\n", "#591: NEE_L3.1_L3.3_CUT_16_QCF_gfRF\n", "#592: FLAG_NEE_L3.1_L3.3_CUT_16_QCF_gfRF_ISFILLED\n", "#593: NEE_L3.1_L3.3_CUT_50_QCF_gfRF\n", "#594: FLAG_NEE_L3.1_L3.3_CUT_50_QCF_gfRF_ISFILLED\n", "#595: NEE_L3.1_L3.3_CUT_84_QCF_gfRF\n", "#596: FLAG_NEE_L3.1_L3.3_CUT_84_QCF_gfRF_ISFILLED\n", "#597: FLAG_L2_LE_MISSING_TEST\n", "#598: FLAG_L2_LE_SSITC_TEST\n", "#599: FLAG_L2_LE_COMPLETENESS_TEST\n", "#600: FLAG_L2_LE_SCF_TEST\n", "#601: FLAG_L2_LE_SIGNAL_STRENGTH_TEST\n", "#602: FLAG_L2_LE_H2O_VM97_SPIKE_HF_TEST\n", "#603: FLAG_L2_LE_H2O_VM97_AMPLITUDE_RESOLUTION_HF_TEST\n", "#604: FLAG_L2_LE_H2O_VM97_DROPOUT_TEST\n", "#605: FLAG_L2_LE_VM97_AOA_HF_TEST\n", "#606: SUM_L2_LE_HARDFLAGS\n", "#607: SUM_L2_LE_SOFTFLAGS\n", "#608: SUM_L2_LE_FLAGS\n", "#609: FLAG_L2_LE_QCF\n", "#610: LE_L2_QCF\n", "#611: LE_L2_QCF0\n", "#612: SLE_SINGLE_gfRMED_L3.1\n", "#613: FLAG_SLE_SINGLE_gfRMED_L3.1_ISFILLED\n", "#614: LE_L3.1\n", "#615: LE_L3.1_QCF\n", "#616: LE_L3.1_QCF0\n", "#617: FLAG_L3.2_LE_L3.1_QCF_OUTLIER_ABSLIM_TEST\n", "#618: FLAG_L3.2_LE_L3.1_QCF_OUTLIER_MANUAL_TEST\n", "#619: FLAG_L3.2_LE_L3.1_QCF_OUTLIER_HAMPELDTNT_TEST\n", "#620: FLAG_L3.2_LE_L3.1_QCF_OUTLIER_LOCALSD_TEST\n", "#621: FLAG_L3.2_LE_L3.1_QCF_OUTLIER_LOFDTNT_TEST\n", "#622: SUM_L3.2_LE_L3.1_HARDFLAGS\n", "#623: SUM_L3.2_LE_L3.1_SOFTFLAGS\n", "#624: SUM_L3.2_LE_L3.1_FLAGS\n", "#625: FLAG_L3.2_LE_L3.1_QCF\n", "#626: LE_L3.1_L3.2_QCF\n", "#627: LE_L3.1_L3.2_QCF0\n", "#628: FLAG_L3.3_CUT_NONE_LE_L3.1_USTAR_TEST\n", "#629: SUM_L3.3_CUT_NONE_LE_L3.1_HARDFLAGS\n", "#630: SUM_L3.3_CUT_NONE_LE_L3.1_SOFTFLAGS\n", "#631: SUM_L3.3_CUT_NONE_LE_L3.1_FLAGS\n", "#632: FLAG_L3.3_CUT_NONE_LE_L3.1_QCF\n", "#633: LE_L3.1_L3.3_CUT_NONE_QCF\n", "#634: LE_L3.1_L3.3_CUT_NONE_QCF0\n", "#635: LE_L3.1_L3.3_CUT_NONE_QCF_gfRF\n", "#636: FLAG_LE_L3.1_L3.3_CUT_NONE_QCF_gfRF_ISFILLED\n", "#637: FLAG_L2_H_MISSING_TEST\n", "#638: FLAG_L2_H_SSITC_TEST\n", "#639: FLAG_L2_H_COMPLETENESS_TEST\n", "#640: FLAG_L2_H_SCF_TEST\n", "#641: FLAG_L2_H_T_SONIC_VM97_SPIKE_HF_TEST\n", "#642: FLAG_L2_H_T_SONIC_VM97_AMPLITUDE_RESOLUTION_HF_TEST\n", "#643: FLAG_L2_H_T_SONIC_VM97_DROPOUT_TEST\n", "#644: FLAG_L2_H_VM97_AOA_HF_TEST\n", "#645: SUM_L2_H_HARDFLAGS\n", "#646: SUM_L2_H_SOFTFLAGS\n", "#647: SUM_L2_H_FLAGS\n", "#648: FLAG_L2_H_QCF\n", "#649: H_L2_QCF\n", "#650: H_L2_QCF0\n", "#651: SH_SINGLE_gfRMED_L3.1\n", "#652: FLAG_SH_SINGLE_gfRMED_L3.1_ISFILLED\n", "#653: H_L3.1\n", "#654: H_L3.1_QCF\n", "#655: H_L3.1_QCF0\n", "#656: FLAG_L3.2_H_L3.1_QCF_OUTLIER_ABSLIM_TEST\n", "#657: FLAG_L3.2_H_L3.1_QCF_OUTLIER_MANUAL_TEST\n", "#658: FLAG_L3.2_H_L3.1_QCF_OUTLIER_HAMPELDTNT_TEST\n", "#659: FLAG_L3.2_H_L3.1_QCF_OUTLIER_LOCALSD_TEST\n", "#660: SUM_L3.2_H_L3.1_HARDFLAGS\n", "#661: SUM_L3.2_H_L3.1_SOFTFLAGS\n", "#662: SUM_L3.2_H_L3.1_FLAGS\n", "#663: FLAG_L3.2_H_L3.1_QCF\n", "#664: H_L3.1_L3.2_QCF\n", "#665: H_L3.1_L3.2_QCF0\n", "#666: FLAG_L3.3_CUT_NONE_H_L3.1_USTAR_TEST\n", "#667: SUM_L3.3_CUT_NONE_H_L3.1_HARDFLAGS\n", "#668: SUM_L3.3_CUT_NONE_H_L3.1_SOFTFLAGS\n", "#669: SUM_L3.3_CUT_NONE_H_L3.1_FLAGS\n", "#670: FLAG_L3.3_CUT_NONE_H_L3.1_QCF\n", "#671: H_L3.1_L3.3_CUT_NONE_QCF\n", "#672: H_L3.1_L3.3_CUT_NONE_QCF0\n", "#673: H_L3.1_L3.3_CUT_NONE_QCF_gfRF\n", "#674: FLAG_H_L3.1_L3.3_CUT_NONE_QCF_gfRF_ISFILLED\n", "#675: FLAG_L2_FN2O_MISSING_TEST\n", "#676: FLAG_L2_FN2O_SSITC_TEST\n", "#677: FLAG_L2_FN2O_COMPLETENESS_TEST\n", "#678: FLAG_L2_FN2O_SCF_TEST\n", "#679: FLAG_L2_FN2O_N2O_VM97_SPIKE_HF_TEST\n", "#680: FLAG_L2_FN2O_N2O_VM97_AMPLITUDE_RESOLUTION_HF_TEST\n", "#681: FLAG_L2_FN2O_N2O_VM97_DROPOUT_TEST\n", "#682: FLAG_L2_FN2O_VM97_AOA_HF_TEST\n", "#683: SUM_L2_FN2O_HARDFLAGS\n", "#684: SUM_L2_FN2O_SOFTFLAGS\n", "#685: SUM_L2_FN2O_FLAGS\n", "#686: FLAG_L2_FN2O_QCF\n", "#687: FN2O_L2_QCF\n", "#688: FN2O_L2_QCF0\n", "#689: SN2O_SINGLE_gfRMED_L3.1\n", "#690: FLAG_SN2O_SINGLE_gfRMED_L3.1_ISFILLED\n", "#691: FN2O_L3.1\n", "#692: FN2O_L3.1_QCF\n", "#693: FN2O_L3.1_QCF0\n", "#694: FLAG_L3.2_FN2O_L3.1_QCF_OUTLIER_ABSLIM_TEST\n", "#695: FLAG_L3.2_FN2O_L3.1_QCF_OUTLIER_ZSCOREROLLING_TEST\n", "#696: FLAG_L3.2_FN2O_L3.1_QCF_OUTLIER_LOCALSD_TEST\n", "#697: SUM_L3.2_FN2O_L3.1_HARDFLAGS\n", "#698: SUM_L3.2_FN2O_L3.1_SOFTFLAGS\n", "#699: SUM_L3.2_FN2O_L3.1_FLAGS\n", "#700: FLAG_L3.2_FN2O_L3.1_QCF\n", "#701: FN2O_L3.1_L3.2_QCF\n", "#702: FN2O_L3.1_L3.2_QCF0\n", "#703: FLAG_L3.3_CUT_16_FN2O_L3.1_USTAR_TEST\n", "#704: SUM_L3.3_CUT_16_FN2O_L3.1_HARDFLAGS\n", "#705: SUM_L3.3_CUT_16_FN2O_L3.1_SOFTFLAGS\n", "#706: SUM_L3.3_CUT_16_FN2O_L3.1_FLAGS\n", "#707: FLAG_L3.3_CUT_16_FN2O_L3.1_QCF\n", "#708: FN2O_L3.1_L3.3_CUT_16_QCF\n", "#709: FN2O_L3.1_L3.3_CUT_16_QCF0\n", "#710: FLAG_L3.3_CUT_50_FN2O_L3.1_USTAR_TEST\n", "#711: SUM_L3.3_CUT_50_FN2O_L3.1_HARDFLAGS\n", "#712: SUM_L3.3_CUT_50_FN2O_L3.1_SOFTFLAGS\n", "#713: SUM_L3.3_CUT_50_FN2O_L3.1_FLAGS\n", "#714: FLAG_L3.3_CUT_50_FN2O_L3.1_QCF\n", "#715: FN2O_L3.1_L3.3_CUT_50_QCF\n", "#716: FN2O_L3.1_L3.3_CUT_50_QCF0\n", "#717: FLAG_L3.3_CUT_84_FN2O_L3.1_USTAR_TEST\n", "#718: SUM_L3.3_CUT_84_FN2O_L3.1_HARDFLAGS\n", "#719: SUM_L3.3_CUT_84_FN2O_L3.1_SOFTFLAGS\n", "#720: SUM_L3.3_CUT_84_FN2O_L3.1_FLAGS\n", "#721: FLAG_L3.3_CUT_84_FN2O_L3.1_QCF\n", "#722: FN2O_L3.1_L3.3_CUT_84_QCF\n", "#723: FN2O_L3.1_L3.3_CUT_84_QCF0\n", "#724: FN2O_L3.1_L3.3_CUT_16_QCF_gfRF\n", "#725: FLAG_FN2O_L3.1_L3.3_CUT_16_QCF_gfRF_ISFILLED\n", "#726: FN2O_L3.1_L3.3_CUT_50_QCF_gfRF\n", "#727: FLAG_FN2O_L3.1_L3.3_CUT_50_QCF_gfRF_ISFILLED\n", "#728: FN2O_L3.1_L3.3_CUT_84_QCF_gfRF\n", "#729: FLAG_FN2O_L3.1_L3.3_CUT_84_QCF_gfRF_ISFILLED\n", "#730: FLAG_L2_FCH4_MISSING_TEST\n", "#731: FLAG_L2_FCH4_SSITC_TEST\n", "#732: FLAG_L2_FCH4_COMPLETENESS_TEST\n", "#733: FLAG_L2_FCH4_SCF_TEST\n", "#734: FLAG_L2_FCH4_CH4_VM97_SPIKE_HF_TEST\n", "#735: FLAG_L2_FCH4_CH4_VM97_AMPLITUDE_RESOLUTION_HF_TEST\n", "#736: FLAG_L2_FCH4_CH4_VM97_DROPOUT_TEST\n", "#737: FLAG_L2_FCH4_VM97_AOA_HF_TEST\n", "#738: SUM_L2_FCH4_HARDFLAGS\n", "#739: SUM_L2_FCH4_SOFTFLAGS\n", "#740: SUM_L2_FCH4_FLAGS\n", "#741: FLAG_L2_FCH4_QCF\n", "#742: FCH4_L2_QCF\n", "#743: FCH4_L2_QCF0\n", "#744: SCH4_SINGLE_gfRMED_L3.1\n", "#745: FLAG_SCH4_SINGLE_gfRMED_L3.1_ISFILLED\n", "#746: FCH4_L3.1\n", "#747: FCH4_L3.1_QCF\n", "#748: FCH4_L3.1_QCF0\n", "#749: FLAG_L3.2_FCH4_L3.1_QCF_OUTLIER_ABSLIM_TEST\n", "#750: FLAG_L3.2_FCH4_L3.1_QCF_OUTLIER_ZSCOREROLLING_TEST\n", "#751: FLAG_L3.2_FCH4_L3.1_QCF_OUTLIER_LOCALSD_TEST\n", "#752: SUM_L3.2_FCH4_L3.1_HARDFLAGS\n", "#753: SUM_L3.2_FCH4_L3.1_SOFTFLAGS\n", "#754: SUM_L3.2_FCH4_L3.1_FLAGS\n", "#755: FLAG_L3.2_FCH4_L3.1_QCF\n", "#756: FCH4_L3.1_L3.2_QCF\n", "#757: FCH4_L3.1_L3.2_QCF0\n", "#758: FLAG_L3.3_CUT_16_FCH4_L3.1_USTAR_TEST\n", "#759: SUM_L3.3_CUT_16_FCH4_L3.1_HARDFLAGS\n", "#760: SUM_L3.3_CUT_16_FCH4_L3.1_SOFTFLAGS\n", "#761: SUM_L3.3_CUT_16_FCH4_L3.1_FLAGS\n", "#762: FLAG_L3.3_CUT_16_FCH4_L3.1_QCF\n", "#763: FCH4_L3.1_L3.3_CUT_16_QCF\n", "#764: FCH4_L3.1_L3.3_CUT_16_QCF0\n", "#765: FLAG_L3.3_CUT_50_FCH4_L3.1_USTAR_TEST\n", "#766: SUM_L3.3_CUT_50_FCH4_L3.1_HARDFLAGS\n", "#767: SUM_L3.3_CUT_50_FCH4_L3.1_SOFTFLAGS\n", "#768: SUM_L3.3_CUT_50_FCH4_L3.1_FLAGS\n", "#769: FLAG_L3.3_CUT_50_FCH4_L3.1_QCF\n", "#770: FCH4_L3.1_L3.3_CUT_50_QCF\n", "#771: FCH4_L3.1_L3.3_CUT_50_QCF0\n", "#772: FLAG_L3.3_CUT_84_FCH4_L3.1_USTAR_TEST\n", "#773: SUM_L3.3_CUT_84_FCH4_L3.1_HARDFLAGS\n", "#774: SUM_L3.3_CUT_84_FCH4_L3.1_SOFTFLAGS\n", "#775: SUM_L3.3_CUT_84_FCH4_L3.1_FLAGS\n", "#776: FLAG_L3.3_CUT_84_FCH4_L3.1_QCF\n", "#777: FCH4_L3.1_L3.3_CUT_84_QCF\n", "#778: FCH4_L3.1_L3.3_CUT_84_QCF0\n", "#779: FCH4_L3.1_L3.3_CUT_16_QCF_gfRF\n", "#780: FLAG_FCH4_L3.1_L3.3_CUT_16_QCF_gfRF_ISFILLED\n", "#781: FCH4_L3.1_L3.3_CUT_50_QCF_gfRF\n", "#782: FLAG_FCH4_L3.1_L3.3_CUT_50_QCF_gfRF_ISFILLED\n", "#783: FCH4_L3.1_L3.3_CUT_84_QCF_gfRF\n", "#784: FLAG_FCH4_L3.1_L3.3_CUT_84_QCF_gfRF_ISFILLED\n", "#785: RECO_NT_CUT_16_gfRF\n", "#786: GPP_NT_CUT_16_gfRF\n", "#787: RECO_DT_CUT_16_gfRF\n", "#788: GPP_DT_CUT_16_gfRF\n", "#789: RECO_DT_CUT_16_gfRF_SD\n", "#790: GPP_DT_CUT_16_gfRF_SD\n", "#791: RECO_NT_CUT_84_gfRF\n", "#792: GPP_NT_CUT_84_gfRF\n", "#793: RECO_DT_CUT_84_gfRF\n", "#794: GPP_DT_CUT_84_gfRF\n", "#795: RECO_DT_CUT_84_gfRF_SD\n", "#796: GPP_DT_CUT_84_gfRF_SD\n", "#797: RECO_NT_CUT_50_gfRF\n", "#798: GPP_NT_CUT_50_gfRF\n", "#799: RECO_DT_CUT_50_gfRF\n", "#800: GPP_DT_CUT_50_gfRF\n", "#801: RECO_DT_CUT_50_gfRF_SD\n", "#802: GPP_DT_CUT_50_gfRF_SD\n", "#803: G_GF1_0.03_1\n", "#804: G_GF1_0.03_2\n", "#805: G_GF1_0.05_1\n", "#806: G_GF1_0.05_2\n", "#807: G_GF4_0.02_1\n", "#808: G_GF5_0.02_1\n", "#809: LW_OUT_T1_2_1\n", "#810: NETRAD_T1_2_1\n", "#811: PPFD_OUT_T1_2_2\n", "#812: SW_OUT_T1_2_1\n" ] } ], "source": [ "for ix, var in enumerate(fluxlist):\n", " print(f\"#{ix+1}: {var}\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "5de99b96-a93a-4f79-b296-64a033b952f0", "metadata": {}, "outputs": [], "source": [ "df = pd.DataFrame(data={\"Variables\": fluxlist})\n", "df.to_csv(\"./99.1_ListOfAllVariables.csv\", sep=',',index=False)" ] }, { "cell_type": "markdown", "id": "5695fa23-a6d1-49b5-b24e-183e41f8d64d", "metadata": {}, "source": [ "# **End of notebook**" ] }, { "cell_type": "code", "execution_count": 6, "id": "65dafb8d-15c8-465b-915e-8f22c5adcce3", "metadata": { "ExecuteTime": { "end_time": "2024-10-04T12:05:15.229626Z", "start_time": "2024-10-04T12:05:15.220627Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Finished. 2025-05-14 12:44:01\n" ] } ], "source": [ "dt_string = datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\")\n", "print(f\"Finished. {dt_string}\")" ] }, { "cell_type": "code", "execution_count": null, "id": "2b92826f-5649-4f86-a3b6-9dca9131b7be", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 5 }