{ "cells": [ { "cell_type": "markdown", "id": "c6a29764-f39c-431c-8e77-fbc6bfe20f01", "metadata": {}, "source": [ "# AMOCarray demo\n", "\n", "The purpose of this notebook is to demonstrate the functionality of `AMOCarray`.\n", "\n", "The demo is organised to show\n", "\n", "- Step 1: Loading and plotting a sample dataset\n", "\n", "- Step 2: Exploring the dataset attributes and variables.\n", "\n", "Note that when you submit a pull request, you should `clear all outputs` from your python notebook for a cleaner merge.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "6a1920f3", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:43.393114Z", "iopub.status.busy": "2025-06-23T20:26:43.392958Z", "iopub.status.idle": "2025-06-23T20:26:44.867250Z", "shell.execute_reply": "2025-06-23T20:26:44.866716Z" } }, "outputs": [], "source": [ "import pathlib\n", "import sys\n", "\n", "script_dir = pathlib.Path().parent.absolute()\n", "parent_dir = script_dir.parents[0]\n", "sys.path.append(str(parent_dir))\n", "\n", "import importlib\n", "\n", "import xarray as xr\n", "import os\n", "from amocarray import readers, plotters, standardise, utilities" ] }, { "cell_type": "code", "execution_count": 2, "id": "1e070d18", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:44.869275Z", "iopub.status.busy": "2025-06-23T20:26:44.869004Z", "iopub.status.idle": "2025-06-23T20:26:44.871615Z", "shell.execute_reply": "2025-06-23T20:26:44.871146Z" } }, "outputs": [], "source": [ "# Specify the path for writing datafiles\n", "data_path = os.path.join(parent_dir, \"data\")" ] }, { "cell_type": "markdown", "id": "9414445e", "metadata": {}, "source": [ "### Load RAPID 26°N" ] }, { "cell_type": "code", "execution_count": 3, "id": "fd849c48", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:44.873328Z", "iopub.status.busy": "2025-06-23T20:26:44.873011Z", "iopub.status.idle": "2025-06-23T20:26:44.925048Z", "shell.execute_reply": "2025-06-23T20:26:44.924566Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'rapid':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: moc_transports.nc\n", " Dimensions:\n", " - time: 13779\n", " Variables:\n", " - t_therm10: shape (13779,)\n", " - t_aiw10: shape (13779,)\n", " - t_ud10: shape (13779,)\n", " - t_ld10: shape (13779,)\n", " - t_bw10: shape (13779,)\n", " - t_gs10: shape (13779,)\n", " - t_ek10: shape (13779,)\n", " - t_umo10: shape (13779,)\n", " - moc_mar_hc10: shape (13779,)\n", "\n", "Summary for array 'rapid':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: moc_transports.nc\n", " Dimensions:\n", " - time: 13779\n", " Variables:\n", " - t_therm10: shape (13779,)\n", " - t_aiw10: shape (13779,)\n", " - t_ud10: shape (13779,)\n", " - t_ld10: shape (13779,)\n", " - t_bw10: shape (13779,)\n", " - t_gs10: shape (13779,)\n", " - t_ek10: shape (13779,)\n", " - t_umo10: shape (13779,)\n", " - moc_mar_hc10: shape (13779,)\n", "\n" ] } ], "source": [ "# Load data from data/moc_transports (Quick start)\n", "ds_rapid = readers.load_sample_dataset()\n", "ds_rapid = standardise.standardise_rapid(ds_rapid, ds_rapid.attrs[\"source_file\"])\n", "\n", "# Load data from data/moc_transports (Full dataset)\n", "datasetsRAPID = readers.load_dataset(\"rapid\", transport_only=True)\n", "standardRAPID = [\n", " standardise.standardise_rapid(ds, ds.attrs[\"source_file\"]) for ds in datasetsRAPID\n", "]\n", "\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "fb527153", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:44.926627Z", "iopub.status.busy": "2025-06-23T20:26:44.926465Z", "iopub.status.idle": "2025-06-23T20:26:45.175651Z", "shell.execute_reply": "2025-06-23T20:26:45.175111Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot RAPID timeseries\n", "\n", "plotters.plot_amoc_timeseries(\n", " data=[standardRAPID[0]],\n", " varnames=[\"moc_mar_hc10\"],\n", " labels=[\"\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " title=\"RAPID 26°N\"\n", ")" ] }, { "cell_type": "markdown", "id": "17f61d98", "metadata": {}, "source": [ "### Load MOVE 16°N" ] }, { "cell_type": "code", "execution_count": 5, "id": "60f5279f", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.177367Z", "iopub.status.busy": "2025-06-23T20:26:45.177196Z", "iopub.status.idle": "2025-06-23T20:26:45.191299Z", "shell.execute_reply": "2025-06-23T20:26:45.190793Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'move':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: OS_MOVE_20000206-20221014_DPR_VOLUMETRANSPORT.nc\n", " Time coverage: 2000-02-06 to 2022-10-14\n", " Dimensions:\n", " - TIME: 4164\n", " - NVERT: 6\n", " Variables:\n", " - TRANSPORT_TOTAL: shape (4164,)\n", " - transport_component_internal: shape (4164,)\n", " - transport_component_internal_offset: shape (4164,)\n", " - transport_component_boundary: shape (4164,)\n", " - location_geometry: shape ()\n", " - location_vertices_latitude: shape (6,)\n", " - location_vertices_longitude: shape (6,)\n", " - location_vertices_vertical: shape (6,)\n", "\n" ] } ], "source": [ "datasetsMOVE = readers.load_dataset(\"move\")\n", "standardMOVE = [\n", " standardise.standardise_move(ds, ds.attrs[\"source_file\"]) for ds in datasetsMOVE\n", "]" ] }, { "cell_type": "code", "execution_count": 6, "id": "ba068f37", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.192877Z", "iopub.status.busy": "2025-06-23T20:26:45.192722Z", "iopub.status.idle": "2025-06-23T20:26:45.391788Z", "shell.execute_reply": "2025-06-23T20:26:45.391336Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot MOVE timeseries\n", "\n", "plotters.plot_amoc_timeseries(\n", " data=[standardMOVE[0]],\n", " varnames=[\"TRANSPORT_TOTAL\"],\n", " labels=[\"\"],\n", " colors=[\"darkgreen\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " title=\"MOVE 16°N - NADW Transport\"\n", ")" ] }, { "cell_type": "markdown", "id": "1b8e3db0", "metadata": {}, "source": [ "### Load OSNAP" ] }, { "cell_type": "code", "execution_count": 7, "id": "63837cc1", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.393487Z", "iopub.status.busy": "2025-06-23T20:26:45.393317Z", "iopub.status.idle": "2025-06-23T20:26:45.414194Z", "shell.execute_reply": "2025-06-23T20:26:45.413702Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'osnap':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: OSNAP_MOC_MHT_MFT_TimeSeries_201408_202006_2023.nc\n", " Time coverage: 2014-08-01 to 2020-06-01\n", " Dimensions:\n", " - TIME: 71\n", " Variables:\n", " - MOC_ALL: shape (71,)\n", " - MOC_ALL_ERR: shape (71,)\n", " - MOC_EAST: shape (71,)\n", " - MOC_EAST_ERR: shape (71,)\n", " - MOC_WEST: shape (71,)\n", " - MOC_WEST_ERR: shape (71,)\n", " - MHT_ALL: shape (71,)\n", " - MHT_ALL_ERR: shape (71,)\n", " - MHT_EAST: shape (71,)\n", " - MHT_EAST_ERR: shape (71,)\n", " - MHT_WEST: shape (71,)\n", " - MHT_WEST_ERR: shape (71,)\n", " - MFT_ALL: shape (71,)\n", " - MFT_ALL_ERR: shape (71,)\n", " - MFT_EAST: shape (71,)\n", " - MFT_EAST_ERR: shape (71,)\n", " - MFT_WEST: shape (71,)\n", " - MFT_WEST_ERR: shape (71,)\n", "\n" ] } ], "source": [ "datasetsOSNAP = readers.load_dataset(\"osnap\", transport_only = True)\n", "standardOSNAP = [\n", " standardise.standardise_osnap(ds, ds.attrs[\"source_file\"]) for ds in datasetsOSNAP\n", "]\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "5ac5ceee", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.415677Z", "iopub.status.busy": "2025-06-23T20:26:45.415518Z", "iopub.status.idle": "2025-06-23T20:26:45.546463Z", "shell.execute_reply": "2025-06-23T20:26:45.545948Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot OSNAP timeseries\n", "\n", "plotters.plot_amoc_timeseries(\n", " data=[standardOSNAP[0]],\n", " varnames=[\"MOC_ALL\"],\n", " labels=[\"\"],\n", " colors=[\"darkblue\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " title=\"OSNAP\"\n", ")" ] }, { "cell_type": "markdown", "id": "b5d72da3", "metadata": {}, "source": [ "### Load SAMBA 34.5°S" ] }, { "cell_type": "code", "execution_count": 9, "id": "76614b06", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.548248Z", "iopub.status.busy": "2025-06-23T20:26:45.547957Z", "iopub.status.idle": "2025-06-23T20:26:45.581318Z", "shell.execute_reply": "2025-06-23T20:26:45.580824Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'SAMBA':\n", "Total datasets loaded: 2\n", "\n", "Dataset 1:\n", " Source file: Upper_Abyssal_Transport_Anomalies.txt\n", " Time coverage: 2013-09-12 to 2017-07-16\n", " Dimensions:\n", " - TIME: 1404\n", " Variables:\n", " - Upper-cell volume transport anomaly (relative to record-length average of 17.3 Sv): shape (1404,)\n", " - Abyssal-cell volume transport anomaly (relative to record-length average of 7.8 Sv): shape (1404,)\n", "\n", "Dataset 2:\n", " Source file: MOC_TotalAnomaly_and_constituents.asc\n", " Time coverage: 2009-03-19 to 2017-04-29\n", " Dimensions:\n", " - TIME: 2964\n", " Variables:\n", " - Total MOC anomaly (relative to record-length average of 14.7 Sv): shape (2964,)\n", " - Relative (density gradient) contribution to the MOC anomaly: shape (2964,)\n", " - Reference (bottom pressure gradient) contribution to the MOC anomaly: shape (2964,)\n", " - Ekman (wind) contribution to the MOC anomaly: shape (2964,)\n", " - Western density contribution to the MOC anomaly: shape (2964,)\n", " - Eastern density contribution to the MOC anomaly: shape (2964,)\n", " - Western bottom pressure contribution to the MOC anomaly: shape (2964,)\n", " - Eastern bottom pressure contribution to the MOC anomaly: shape (2964,)\n", "\n" ] } ], "source": [ "datasetsSAMBA = readers.load_dataset(\"SAMBA\")\n", "standardSAMBA = [\n", " standardise.standardise_samba(ds, ds.attrs[\"source_file\"]) for ds in datasetsSAMBA\n", "]" ] }, { "cell_type": "code", "execution_count": 10, "id": "f4544673", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.582839Z", "iopub.status.busy": "2025-06-23T20:26:45.582670Z", "iopub.status.idle": "2025-06-23T20:26:45.735407Z", "shell.execute_reply": "2025-06-23T20:26:45.734857Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot SAMBA timeseries\n", "\n", "plotters.plot_amoc_timeseries(\n", " data=[standardSAMBA[0], standardSAMBA[1]],\n", " varnames=[\"UPPER_TRANSPORT\", \"MOC\"],\n", " labels=[\"Kersale et al. 2020\", \"Meinen et al. 2018\"],\n", " colors=[\"grey\", \"blue\"],\n", " title=\"SAMBA 34.5°S\",\n", " time_limits=(\"2000-01-01\", \"2022-12-31\"),\n", " ylim=(-25, 25),\n", " resample_monthly=True,\n", " plot_raw=False # Raw data is a little spiky\n", ")" ] }, { "cell_type": "markdown", "id": "5957a0a5", "metadata": {}, "source": [ "### Load FW2015" ] }, { "cell_type": "code", "execution_count": 11, "id": "d527adc4", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.737164Z", "iopub.status.busy": "2025-06-23T20:26:45.736996Z", "iopub.status.idle": "2025-06-23T20:26:45.760470Z", "shell.execute_reply": "2025-06-23T20:26:45.759991Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'fw2015':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: MOCproxy_for_figshare_v1.mat\n", " Time coverage: 1993-01-15 to 2014-12-15\n", " Dimensions:\n", " - TIME: 264\n", " Variables:\n", " - MOC_PROXY: shape (264,)\n", " - EK: shape (264,)\n", " - H1UMO: shape (264,)\n", " - GS: shape (264,)\n", " - UMO_PROXY: shape (264,)\n", " - MOC_GRID: shape (264,)\n", " - EK_GRID: shape (264,)\n", " - GS_GRID: shape (264,)\n", " - LNADW_GRID: shape (264,)\n", " - UMO_GRID: shape (264,)\n", " - UNADW_GRID: shape (264,)\n", "\n", "information is based on xarray Dataset\n" ] }, { "data": { "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 dimsunitscommentstandard_namedtype
name     
EKTIMEfloat64
EK_GRIDTIMEfloat64
GSTIMEfloat64
GS_GRIDTIMEfloat64
H1UMOTIMEfloat64
LNADW_GRIDTIMEfloat64
MOC_GRIDTIMEfloat64
MOC_PROXYTIMEfloat64
TIMETIMEdatetime64[ns]
UMO_GRIDTIMEfloat64
UMO_PROXYTIMEfloat64
UNADW_GRIDTIMEfloat64
\n" ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datasetsfw2015 = readers.load_dataset(\"fw2015\")\n", "standardfw2015 = [\n", " standardise.standardise_fw2015(ds, ds.attrs[\"source_file\"]) for ds in datasetsfw2015\n", "]\n", "plotters.show_variables(standardfw2015[0])" ] }, { "cell_type": "code", "execution_count": 12, "id": "f27335fe", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.762048Z", "iopub.status.busy": "2025-06-23T20:26:45.761870Z", "iopub.status.idle": "2025-06-23T20:26:45.880098Z", "shell.execute_reply": "2025-06-23T20:26:45.879684Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot timeseries\n", "\n", "plotters.plot_amoc_timeseries(\n", " data=[standardfw2015[0]],\n", " varnames=[\"MOC_PROXY\"],\n", " labels=[\"\"],\n", " colors=[\"darkblue\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " title=\"FW2015\"\n", ")" ] }, { "cell_type": "markdown", "id": "7b95e8a6", "metadata": {}, "source": [ "### LOAD MOCHA 26.5°N" ] }, { "cell_type": "code", "execution_count": 13, "id": "baa812b5", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:45.881630Z", "iopub.status.busy": "2025-06-23T20:26:45.881467Z", "iopub.status.idle": "2025-06-23T20:26:51.546040Z", "shell.execute_reply": "2025-06-23T20:26:51.545604Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'mocha':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: mocha_mht_data_ERA5_v2020.nc\n", " Dimensions:\n", " - time: 12202\n", " - depth: 307\n", " Variables:\n", " - Q_eddy: shape (12202,)\n", " - Q_ek: shape (12202,)\n", " - Q_fc: shape (12202,)\n", " - Q_gyre: shape (12202,)\n", " - Q_int: shape (12202,)\n", " - Q_mo: shape (12202,)\n", " - Q_ot: shape (12202,)\n", " - Q_sum: shape (12202,)\n", " - Q_wedge: shape (12202,)\n", " - T_basin: shape (12202, 307)\n", " - T_basin_mean: shape (307,)\n", " - T_fc_fwt: shape (12202,)\n", " - V_basin: shape (12202, 307)\n", " - V_basin_mean: shape (307,)\n", " - V_fc: shape (12202, 307)\n", " - V_fc_mean: shape (307,)\n", " - trans_ek: shape (12202,)\n", " - trans_fc: shape (12202,)\n", " - maxmoc: shape (12202,)\n", " - moc: shape (12202, 307)\n", " - z: shape (307,)\n", " - julian_day: shape (12202,)\n", " - year: shape (12202,)\n", " - month: shape (12202,)\n", " - day: shape (12202,)\n", " - hour: shape (12202,)\n", "\n", "information is based on xarray Dataset\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/runner/work/amocarray/amocarray/amocarray/read_mocha.py:145: SerializationWarning: Unable to decode time axis into full numpy.datetime64[ns] objects, continuing using cftime.datetime objects instead, reason: dates out of range. To silence this warning use a coarser resolution 'time_unit' or specify 'use_cftime=True'.\n", " ds = xr.open_dataset(nc_path)\n", "/home/runner/work/amocarray/amocarray/amocarray/plotters.py:114: SerializationWarning: Unable to decode time axis into full numpy.datetime64[ns] objects, continuing using cftime.datetime objects instead, reason: dates out of range. To silence this warning use a coarser resolution 'time_unit' or specify 'use_cftime=True'.\n", " \"dtype\": str(var.dtype) if isinstance(data, str) else str(var.data.dtype),\n" ] }, { "data": { "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 dimsunitscommentstandard_namedtype
name     
Q_eddyTIMEWderived from an objective analysis of interior ARGO T/S data merged with the mooring T/S data from moorings, and smoothly merged into the EN4 climatology along 26.5°N below 2000m. Q_eddy is not dependent on the temperature referenceHeat Transportfloat64
Q_ekTIMEWHeat Transportfloat64
Q_fcTIMEWHeat Transportfloat64
Q_gyreTIMEWas classically defined (e.g. see Johns et al., 2011).Heat Transportfloat64
Q_intTIMEWThis only represents the contribution by the zonal mean v and THeat Transportfloat64
Q_moTIMEW(Q_int + Q_wedge + Q_eddy)Heat Transportfloat64
Q_otTIMEWas classically defined (e.g. see Johns et al., 2011).Heat Transportfloat64
Q_sumTIMEWHeat Transportfloat64
Q_wedgeTIMEWHeat Transportfloat64
TIMETIMEtimedatetime64[ns]
T_fc_fwtTIMEdegrees CTemperaturefloat64
dayTIMEDayfloat64
hourTIMEHourfloat64
julian_dayTIMEdays since 1950-1-1 00:00:00 UTCJulian_dayobject
maxmocTIMESvTransportfloat64
monthTIMEMonthfloat64
trans_ekTIMESvTransportfloat64
trans_fcTIMESvfrom the cableTransportfloat64
yearTIMEYearfloat64
T_basin_meandepthdegrees CTemperaturefloat64
V_basin_meandepthSv/mTransport per unit depthfloat64
V_fc_meandepthSv/mTransport per unit depthfloat64
zdepthmDepthfloat64
T_basinstringdegrees CTemperaturefloat64
V_basinstringSv/mTransport per unit depthfloat64
V_fcstringSv/mTransport per unit depthfloat64
mocstringSvTransportfloat64
\n" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datasetsMOCHA = readers.load_dataset(\"mocha\")\n", "standardMOCHA = [\n", " standardise.standardise_mocha(ds, ds.attrs[\"source_file\"]) for ds in datasetsMOCHA\n", "]\n", "\n", "plotters.show_variables(standardMOCHA[0])" ] }, { "cell_type": "markdown", "id": "5693569b-7862-4ea4-97d4-ba5a41af7f23", "metadata": {}, "source": [ "### LOAD 41°N" ] }, { "cell_type": "code", "execution_count": 14, "id": "d73650fd-679f-4caa-96ec-b2a609b6cc0a", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:26:51.547614Z", "iopub.status.busy": "2025-06-23T20:26:51.547447Z", "iopub.status.idle": "2025-06-23T20:27:08.667482Z", "shell.execute_reply": "2025-06-23T20:27:08.667066Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array '41n':\n", "Total datasets loaded: 3\n", "\n", "Dataset 1:\n", " Source file: hobbs_willis_amoc41N_tseries.txt\n", " Time coverage: 2002-02-15 to 2024-12-16\n", " Dimensions:\n", " - TIME: 275\n", " Variables:\n", " - Ekman Volume Transport (Sverdrups): shape (275,)\n", " - Northward Geostrophic Transport (Sverdrups): shape (275,)\n", " - Meridional Overturning Volume Transport (Sverdrups): shape (275,)\n", " - Meridional Overturning Heat Transport (PetaWatts): shape (275,)\n", "\n", "Dataset 2:\n", " Source file: ARGO_heat_transport_write.ncl\n", " Dimensions:\n", " - depth: 201\n", " - lon: 320\n", " - time: 276\n", " - lat: 4\n", " Variables:\n", " - Vek: shape (276, 4)\n", " - trans: shape (276, 4, 320, 201)\n", " - moc: shape (276, 4)\n", "\n", "Dataset 3:\n", " Source file: ARGO_heat_transport_write.ncl\n", " Dimensions:\n", " - depth: 201\n", " - lon: 320\n", " - lat: 4\n", " - time: 276\n", " - Hpar: 4\n", " Variables:\n", " - Qnet: shape (276, 4, 4)\n", " - Qek: shape (276, 4)\n", " - Q: shape (276, 4, 320, 201)\n", "\n" ] } ], "source": [ "datasets41n = readers.load_dataset(\"41n\", transport_only=False)\n", "standard41n = [\n", " standardise.standardise_41n(ds, ds.attrs[\"source_file\"]) for ds in datasets41n\n", "]" ] }, { "cell_type": "code", "execution_count": 15, "id": "c43f98ee-3b2a-4c31-a8ea-58ec5cbf9696", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:27:08.669376Z", "iopub.status.busy": "2025-06-23T20:27:08.668924Z", "iopub.status.idle": "2025-06-23T20:27:08.786552Z", "shell.execute_reply": "2025-06-23T20:27:08.786103Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotters.plot_amoc_timeseries(\n", " data=[standard41n[0]],\n", " varnames=[\"MOT\"],\n", " labels=[\"\"],\n", " resample_monthly=True,\n", " plot_raw=False,\n", " colors=[\"darkblue\"],\n", " title=\"41N\"\n", ")" ] }, { "cell_type": "markdown", "id": "6ea6b75d-801f-4d06-ace2-408862671840", "metadata": {}, "source": [ "### LOAD DSO" ] }, { "cell_type": "code", "execution_count": 16, "id": "f8c28cb2-b129-4593-a026-99049307a433", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:27:08.788126Z", "iopub.status.busy": "2025-06-23T20:27:08.787955Z", "iopub.status.idle": "2025-06-23T20:27:08.801287Z", "shell.execute_reply": "2025-06-23T20:27:08.800797Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary for array 'DSO':\n", "Total datasets loaded: 1\n", "\n", "Dataset 1:\n", " Source file: DSO_transport_hourly_1996_2021.nc\n", " Time coverage: 1996-05-01 to 2021-08-07\n", " Dimensions:\n", " - TIME: 221514\n", " - LATITUDE: 1\n", " - LONGITUDE: 1\n", " - DEPTH: 1\n", " Variables:\n", " - DSO_tr: shape (221514, 1)\n", "\n" ] } ], "source": [ "datasetsDSO = readers.load_dataset(\"DSO\", transport_only=False)\n", "standardDSO = [\n", " standardise.standardise_dso(ds, ds.attrs[\"source_file\"]) for ds in datasetsDSO\n", "]" ] }, { "cell_type": "code", "execution_count": 17, "id": "6df3c200-1ef4-45a9-87b7-a2fed73492d0", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:27:08.802817Z", "iopub.status.busy": "2025-06-23T20:27:08.802527Z", "iopub.status.idle": "2025-06-23T20:27:09.180193Z", "shell.execute_reply": "2025-06-23T20:27:09.179667Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotters.plot_amoc_timeseries(\n", " data=[standardDSO[0]],\n", " varnames=[\"DSO\"],\n", " labels=[\"\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " colors=[\"yellow\"],\n", " title=\"DSO\"\n", ")" ] }, { "cell_type": "markdown", "id": "f1124d71", "metadata": {}, "source": [ "### Monthly Anomalies Overview" ] }, { "cell_type": "code", "execution_count": 18, "id": "44a138bc", "metadata": { "execution": { "iopub.execute_input": "2025-06-23T20:27:09.181823Z", "iopub.status.busy": "2025-06-23T20:27:09.181653Z", "iopub.status.idle": "2025-06-23T20:27:10.495103Z", "shell.execute_reply": "2025-06-23T20:27:10.494559Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " array([,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ],\n", " dtype=object))" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotters.plot_monthly_anomalies(\n", " osnap_data=standardOSNAP[0][\"MOC_ALL\"],\n", " rapid_data=standardRAPID[0][\"moc_mar_hc10\"],\n", " move_data=-standardMOVE[0][\"TRANSPORT_TOTAL\"],\n", " samba_data=standardSAMBA[1][\"MOC\"],\n", " fw2015_data=standardfw2015[0][\"MOC_PROXY\"],\n", " mocha_data = standardMOCHA[0][\"maxmoc\"],\n", " fortyone_data = standard41n[0][\"MOT\"],\n", " dso_data = standardDSO[0][\"DSO\"],\n", " osnap_label=\"OSNAP\",\n", " rapid_label=\"RAPID 26°N\",\n", " move_label=\"MOVE 16°N\",\n", " samba_label=\"SAMBA 34.5°S\",\n", " fw2015_label=\"FW2015\",\n", " mocha_label = \"MOCHA\",\n", " fortyone_label = \"41°N\",\n", " dso_label = \"DS Overflow Transport\"\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": "mysea_env", "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }