{ "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": "2025-09-26T05:11:22.419861Z", "iopub.status.busy": "2025-09-26T05:11:22.419703Z", "iopub.status.idle": "2025-09-26T05:11:24.605135Z", "shell.execute_reply": "2025-09-26T05:11:24.604611Z" } }, "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 amocatlas import readers, plotters, standardise, utilities" ] }, { "cell_type": "code", "execution_count": 2, "id": "1e070d18", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:11:24.607196Z", "iopub.status.busy": "2025-09-26T05:11:24.606910Z", "iopub.status.idle": "2025-09-26T05:11:24.609625Z", "shell.execute_reply": "2025-09-26T05:11:24.609097Z" } }, "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": "2025-09-26T05:11:24.611295Z", "iopub.status.busy": "2025-09-26T05:11:24.611105Z", "iopub.status.idle": "2025-09-26T05:11:24.664287Z", "shell.execute_reply": "2025-09-26T05:11:24.663743Z" } }, "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": "2025-09-26T05:11:24.665947Z", "iopub.status.busy": "2025-09-26T05:11:24.665788Z", "iopub.status.idle": "2025-09-26T05:11:24.969832Z", "shell.execute_reply": "2025-09-26T05:11:24.969284Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "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": "2025-09-26T05:11:24.971567Z", "iopub.status.busy": "2025-09-26T05:11:24.971383Z", "iopub.status.idle": "2025-09-26T05:11:24.999523Z", "shell.execute_reply": "2025-09-26T05:11:24.999003Z" } }, "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": "2025-09-26T05:11:25.001199Z", "iopub.status.busy": "2025-09-26T05:11:25.001012Z", "iopub.status.idle": "2025-09-26T05:11:25.234500Z", "shell.execute_reply": "2025-09-26T05:11:25.233918Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "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": "2025-09-26T05:11:25.236249Z", "iopub.status.busy": "2025-09-26T05:11:25.236048Z", "iopub.status.idle": "2025-09-26T05:11:25.258190Z", "shell.execute_reply": "2025-09-26T05:11:25.257741Z" } }, "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": "2025-09-26T05:11:25.259746Z", "iopub.status.busy": "2025-09-26T05:11:25.259591Z", "iopub.status.idle": "2025-09-26T05:11:25.425719Z", "shell.execute_reply": "2025-09-26T05:11:25.425129Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "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": "2025-09-26T05:11:25.427598Z", "iopub.status.busy": "2025-09-26T05:11:25.427407Z", "iopub.status.idle": "2025-09-26T05:11:25.462455Z", "shell.execute_reply": "2025-09-26T05:11:25.461988Z" } }, "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": "2025-09-26T05:11:25.464191Z", "iopub.status.busy": "2025-09-26T05:11:25.464005Z", "iopub.status.idle": "2025-09-26T05:11:25.648030Z", "shell.execute_reply": "2025-09-26T05:11:25.647473Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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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": "2025-09-26T05:11:25.649902Z", "iopub.status.busy": "2025-09-26T05:11:25.649714Z", "iopub.status.idle": "2025-09-26T05:11:25.668962Z", "shell.execute_reply": "2025-09-26T05:11:25.668563Z" } }, "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": "2025-09-26T05:11:25.670532Z", "iopub.status.busy": "2025-09-26T05:11:25.670376Z", "iopub.status.idle": "2025-09-26T05:11:25.821123Z", "shell.execute_reply": "2025-09-26T05:11:25.820654Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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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": "2025-09-26T05:11:25.822760Z", "iopub.status.busy": "2025-09-26T05:11:25.822590Z", "iopub.status.idle": "2025-09-26T05:11:30.292133Z", "shell.execute_reply": "2025-09-26T05:11:30.291621Z" } }, "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/AMOCatlas/AMOCatlas/amocatlas/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/AMOCatlas/AMOCatlas/amocatlas/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": "code", "execution_count": 14, "id": "8fede698", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:11:30.293746Z", "iopub.status.busy": "2025-09-26T05:11:30.293579Z", "iopub.status.idle": "2025-09-26T05:11:30.578390Z", "shell.execute_reply": "2025-09-26T05:11:30.577896Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot timeseries\n", "\n", "fig, ax = plotters.plot_amoc_timeseries(\n", " data=[standardMOCHA[0],standardMOCHA[0],standardMOCHA[0]],\n", " varnames=[\"Q_ot\",\"Q_gyre\",\"Q_sum\"],\n", " labels=[\"Overturning\",\"Gyre\",\"Sum\"],\n", " colors=[\"red\",\"darkblue\",\"black\"],\n", " resample_monthly=True,\n", " plot_raw=False,\n", " title=\"MOCHA\"\n", ")\n", "ax.legend(loc=\"lower right\")\n" ] }, { "cell_type": "markdown", "id": "5693569b-7862-4ea4-97d4-ba5a41af7f23", "metadata": {}, "source": [ "### LOAD 41°N" ] }, { "cell_type": "code", "execution_count": 15, "id": "d73650fd-679f-4caa-96ec-b2a609b6cc0a", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:11:30.579979Z", "iopub.status.busy": "2025-09-26T05:11:30.579811Z", "iopub.status.idle": "2025-09-26T05:15:20.417685Z", "shell.execute_reply": "2025-09-26T05:15:20.417140Z" } }, "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", " - time: 276\n", " - lat: 4\n", " - lon: 320\n", " - depth: 201\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", " - time: 276\n", " - lat: 4\n", " - Hpar: 4\n", " - lon: 320\n", " - depth: 201\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": 16, "id": "c43f98ee-3b2a-4c31-a8ea-58ec5cbf9696", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:15:20.419225Z", "iopub.status.busy": "2025-09-26T05:15:20.419039Z", "iopub.status.idle": "2025-09-26T05:15:20.564681Z", "shell.execute_reply": "2025-09-26T05:15:20.564115Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "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": 17, "id": "f8c28cb2-b129-4593-a026-99049307a433", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:15:20.566398Z", "iopub.status.busy": "2025-09-26T05:15:20.566218Z", "iopub.status.idle": "2025-09-26T05:15:20.580664Z", "shell.execute_reply": "2025-09-26T05:15:20.580177Z" } }, "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", " - DEPTH: 1\n", " - LATITUDE: 1\n", " - LONGITUDE: 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": 18, "id": "6df3c200-1ef4-45a9-87b7-a2fed73492d0", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:15:20.582224Z", "iopub.status.busy": "2025-09-26T05:15:20.582041Z", "iopub.status.idle": "2025-09-26T05:15:21.050584Z", "shell.execute_reply": "2025-09-26T05:15:21.050091Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "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_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": 19, "id": "44a138bc", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:15:21.052234Z", "iopub.status.busy": "2025-09-26T05:15:21.052052Z", "iopub.status.idle": "2025-09-26T05:15:22.209114Z", "shell.execute_reply": "2025-09-26T05:15:22.208563Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " array([,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ],\n", " dtype=object))" ] }, "execution_count": 19, "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", " 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", " fortyone_label = \"41°N\",\n", " dso_label = \"DS Overflow Transport\"\n", ")" ] }, { "cell_type": "markdown", "id": "121b9513", "metadata": {}, "source": [ "## Other components\n", "\n", "It is also possible to manipulate (filter) and plot other components of the AMOC." ] }, { "cell_type": "code", "execution_count": 20, "id": "ca68f7a3", "metadata": { "execution": { "iopub.execute_input": "2025-09-26T05:15:22.211424Z", "iopub.status.busy": "2025-09-26T05:15:22.211244Z", "iopub.status.idle": "2025-09-26T05:15:24.773919Z", "shell.execute_reply": "2025-09-26T05:15:24.773456Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clim = standardRAPID[0].groupby(\"TIME.month\").mean(\"TIME\")\n", "tmp = standardRAPID[0].groupby(\"TIME.month\") - clim\n", "filtRAPID = tmp.rolling(TIME = 500, center = True).mean()\n", "\n", "fig,ax = plotters.plot_amoc_timeseries(\n", " data=[filtRAPID],\n", " varnames=[\"t_ld10\"],\n", " labels=[\"\"],\n", " resample_monthly=True,\n", " plot_raw=True,\n", " title=\"RAPID 26°N - t_ld10\"\n", ")\n", "ax.set_ylim(2, -2)\n", "\n", "fig.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "venv", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 5 }