{ "cells": [ { "cell_type": "markdown", "id": "c3b1eae9-8435-444d-85f4-ae8b34ec3c5c", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Lagrangian particle tracking with ACCESS-OM2-01" ] }, { "cell_type": "markdown", "id": "cc8545e6-d1b4-4e83-8a22-8959d9b9cee1", "metadata": {}, "source": [ "Lagrangian particle tracking is widely used in a range of physical and biological oceanography applications. This [review paper](https://www.sciencedirect.com/science/article/pii/S1463500317301853) on Lagrangian fundamentals covers many of the basics and provides an overview of the different particle tracking software programs available to the oceanography community. In this notebook we'll use [Parcels](https://github.com/OceanParcels/parcels) which has the advantage of a large user community and an active development team. The [Parcels website](https://oceanparcels.org) is well documented and has some great general tutorials to get you started. In this tutorial, we'll focus on how to get a simple particle tracking experiment running with output from the ACCESS-OM2-01 model. \n", "\n", "**Requirements:** `conda/analysis3-25.05` up to `conda/analysis3-25.08`(not later - see the issue in [this Hive post](https://forum.access-hive.org.au/t/issue-using-parcels-in-analysis3/5491)). This notebook was run on an xx-large ARE instance on the normal queue (**NOTE: `normal`, not `normalbw`.** An xx-large instance on normal has 48 cpus & 190gb memory, whereas an xx-large on normalbw has 28 cpus & 126gb memory) \n", "\n", "**Warnings:**\n", "- Parcels now uses [`Zarr`](https://zarr.dev) for its output. This creates very large numbers of files, which may overwhelm the inode quota for your project. When running particle tracking experiments, you should closely monitor you inode usage and should postprocess the output into either NetCDF format or use zipped `Zarr` storage. You may find [this post on the ACCESS Hive](https://forum.access-hive.org.au/t/zarr-inodes/5496?u=edoddridge) and [this post on Stack Overflow](https://stackoverflow.com/questions/67635491/transform-zarr-directory-storage-to-zip-storage) helpful.\n", "- You should use `rm` on the command line to delete files when you have finished with them. **Do not use the ARE interface** to delete files - it doesn't actually delete them. Instead, those files are moved to a `.Trash*` folder in the project directory, where they still count towards the quotas for the project.\n" ] }, { "cell_type": "markdown", "id": "3eee1140-109f-4496-9117-5050ed9ac47d", "metadata": {}, "source": [ "Firstly, load in the required modules. " ] }, { "cell_type": "code", "execution_count": 1, "id": "47e39542-2b92-4448-b063-d4a36e92e1a0", "metadata": { "tags": [] }, "outputs": [], "source": [ "import numpy as np\n", "import xarray as xr\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path\n", "import pandas as pd\n", "\n", "from glob import glob\n", "from datetime import timedelta\n", "from cftime import DatetimeNoLeap\n", "import warnings, dask\n", "from dask.distributed import Client\n", "from parcels import FieldSet, ParticleSet, Variable, JITParticle, ScipyParticle, AdvectionRK4, AdvectionRK4_3D\n", "\n", "import intake\n", "cat = intake.cat.access_nri" ] }, { "cell_type": "markdown", "id": "0f177acb-e86b-4a5e-9a2d-21e61c59e354", "metadata": {}, "source": [ "It's a good idea to start a cluster with multiple cores for you to work with. " ] }, { "cell_type": "code", "execution_count": 2, "id": "54a8b5c1-f93b-4189-91f1-7a079c52aa9a", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", "
\n", "
\n", "

Client

\n", "

Client-6cd99fbf-4e61-11f1-a646-0000018ffe80

\n", " \n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", "
Connection method: Cluster objectCluster type: distributed.LocalCluster
\n", " Dashboard: /proxy/8787/status\n", "
\n", "\n", " \n", " \n", " \n", "\n", " \n", "
\n", "

Cluster Info

\n", "
\n", "
\n", "
\n", "
\n", "

LocalCluster

\n", "

8905bbd1

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", "\n", " \n", "
\n", " Dashboard: /proxy/8787/status\n", " \n", " Workers: 48\n", "
\n", " Total threads: 48\n", " \n", " Total memory: 188.56 GiB\n", "
Status: runningUsing processes: True
\n", "\n", "
\n", " \n", "

Scheduler Info

\n", " \n", "\n", "
\n", "
\n", "
\n", "
\n", "

Scheduler

\n", "

Scheduler-bac1cf35-5648-4552-8516-8ee0d1002767

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
\n", " Comm: tcp://127.0.0.1:42757\n", " \n", " Workers: 0 \n", "
\n", " Dashboard: /proxy/8787/status\n", " \n", " Total threads: 0\n", "
\n", " Started: Just now\n", " \n", " Total memory: 0 B\n", "
\n", "
\n", "
\n", "\n", "
\n", " \n", "

Workers

\n", " \n", "\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 0

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:45419\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40937/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:46701\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-o0hjz_vk\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 1

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:42065\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/42517/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:38111\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-kr58oaem\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 2

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36127\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/39409/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:35035\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-kv6dus0j\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 3

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:43775\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/41567/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:46637\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-pa652xpc\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 4

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:38571\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/46365/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:41271\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-4ecwqzhl\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 5

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35915\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40435/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:33209\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-imuid7lp\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 6

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35837\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/34465/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:46801\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-ewhdu162\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 7

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:41075\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/45557/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:45555\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-0cfpj_l1\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 8

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:39483\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/45223/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:38055\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-puhsb_cg\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 9

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:39923\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/46493/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:41547\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-65_xqusb\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 10

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:34843\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/38371/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:39839\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-gk4b1qaf\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 11

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:39925\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40191/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:34345\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-er1mlhn9\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 12

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35901\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/35373/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:44037\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-v61gdr68\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 13

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36959\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/45907/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:46351\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-sxnv_ajs\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 14

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:44045\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40595/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:34903\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-1fzwm9vu\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 15

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:37853\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/37109/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:46385\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-2mybwgts\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 16

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:43285\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/45493/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40335\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-agddn2w0\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 17

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:38903\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40315/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:39705\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-hbehkv3x\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 18

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:44861\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/32811/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:44053\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-x866caoj\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 19

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:33289\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/43127/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:35125\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-0f8bke2n\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 20

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:39121\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/35419/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:34533\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-l1o9ljrj\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 21

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:34997\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/45625/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:37991\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-imnzz1vi\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 22

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:44419\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/39271/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:39719\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-z6y7kyv7\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 23

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:34355\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40449/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:35947\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-_zd3v33d\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 24

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:43027\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/36843/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:35931\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-k_a4_dkq\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 25

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:45543\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/44569/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:44319\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-7tyv2d_6\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 26

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:42219\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/35401/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:38103\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-lzf_siut\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 27

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:44139\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/41715/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:39433\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-qob5zd5i\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 28

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36943\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/33419/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:33385\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-dei6r585\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 29

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:39341\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/44539/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:42803\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-ng8eaqli\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 30

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:34753\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/36477/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40669\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-kyliyll9\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 31

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35551\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/42625/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:43357\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-awqpx_ma\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 32

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:40067\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/35079/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40269\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-rs5algeo\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 33

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:41309\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40195/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40419\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-wo0b4jx3\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 34

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:33973\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/33515/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:34121\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-q3zis2g6\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 35

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:33485\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/44133/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:45085\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-yf8m0kmr\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 36

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35745\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/37893/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40499\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-j46yz17d\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 37

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36305\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/39817/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40187\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-ucu1r0o1\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 38

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36585\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/34849/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40193\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-a40kdfl7\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 39

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:40415\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/37705/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:37093\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-05510p6p\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 40

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:43769\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/35463/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:38457\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-_v85ovsi\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 41

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:33763\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/38241/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40497\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-jqpjlac6\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 42

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:36491\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40517/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:34081\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-lgynqkq_\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 43

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:35659\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/43101/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:33965\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-1ywl8pst\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 44

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:41013\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/42391/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:40567\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-pbyihpk2\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 45

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:37537\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/40721/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:37321\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-1wvf57qb\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 46

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:34207\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/43979/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:36067\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-u0_bblxq\n", "
\n", "
\n", "
\n", "
\n", " \n", "
\n", "
\n", "
\n", "
\n", " \n", "

Worker: 47

\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " \n", "\n", " \n", "\n", "
\n", " Comm: tcp://127.0.0.1:33191\n", " \n", " Total threads: 1\n", "
\n", " Dashboard: /proxy/36857/status\n", " \n", " Memory: 3.93 GiB\n", "
\n", " Nanny: tcp://127.0.0.1:33135\n", "
\n", " Local directory: /jobfs/168233120.gadi-pbs/dask-scratch-space/worker-0igvpcwp\n", "
\n", "
\n", "
\n", "
\n", " \n", "\n", "
\n", "
\n", "\n", "
\n", "
\n", "
\n", "
\n", " \n", "\n", "
\n", "
" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client = Client(threads_per_worker=1)\n", "client" ] }, { "cell_type": "markdown", "id": "ebecf5f5-944f-4ecb-974c-bc0b353b9408", "metadata": {}, "source": [ "Define the output trajectory for storing the particle tracking data. " ] }, { "cell_type": "code", "execution_count": 3, "id": "7bb341e7-e96a-4809-8ddf-e44ba70a8971", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: Output is being saved in this directory: /scratch/jk72/ed7737/particle_tracking \n", "Change to any directory you like [except your home directory].\n" ] }, { "data": { "text/plain": [ "PosixPath('/scratch/jk72/ed7737/particle_tracking')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dir = ! echo /scratch/$PROJECT/$USER/particle_tracking\n", "\n", "print(f\"WARNING: Output is being saved in this directory: {dir[0]} \\nChange to any directory you like [except your home directory].\")\n", "output_directory = Path(dir[0])\n", "output_directory.mkdir(exist_ok=True)\n", "output_directory" ] }, { "cell_type": "markdown", "id": "746d2753-b3d2-4692-bc77-0abe2ede22f3", "metadata": {}, "source": [ "## Define the velocity fields (and any other model data) we want Parcels to read" ] }, { "cell_type": "markdown", "id": "5e43889b-59d7-486f-baf8-478c3174f31d", "metadata": {}, "source": [ "We're now going to run some simple offline Lagrangian particle tracking experiments. This means we need to read in some velocity fields that have been output from an ocean model and feed these to Parcels. Generally speaking, you want to run Lagrangian particle tracking experiments with the highest temporal resolution available. We have several periods of daily output from ACCESS-OM2-01 available on Gadi. These are listed below.\n", "\n", "- 21 years of daily `u`, `v`, `wt` from the **RYF** simulation corresponding to model years 50-71. This is stored in folders `output196-output279` here: `/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/`\n", "- 15 years of daily `u`, `v`, `wt` from the **RYF** simulation corresponding to model years 186-200. This is stored in folders `output740-output799` here: `/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/`\n", "- 31 years of daily `u`, `v`, `wt` from cycle 1 of the **IAF** simulation from 1987 to 2018. This is stored in folders `output116 - output243` here: `/g/data/cj50/access-om2/raw-output/access-om2-01/01deg_jra55v140_iaf`\n", "\n", "We'll use the first year of the daily RYF data for this experiment. We'll also start with a simple 2D advection example, and then run a 3D particle advection experiment with temperature and salinity. " ] }, { "cell_type": "markdown", "id": "8039d070-4fe1-422a-9615-e0d10f1b3260", "metadata": {}, "source": [ "## 2D Advection" ] }, { "cell_type": "code", "execution_count": 4, "id": "0bc36741-9fd2-475b-8c4f-564217444004", "metadata": {}, "outputs": [], "source": [ "experiment = \"01deg_jra55v13_ryf9091\"" ] }, { "cell_type": "markdown", "id": "e4695de9-771f-403b-8f2f-f518daed3071", "metadata": {}, "source": [ "**Note:** The `from_mom5` method that we use [see cells below for explanation as to why] expects to be fed a list of file paths defining where the model data is stored. For this reason, we do not use intake to load the velocity data in this notebook. " ] }, { "cell_type": "code", "execution_count": 5, "id": "910abb93-99bd-4824-a606-32a1426841be", "metadata": {}, "outputs": [], "source": [ "# define the file paths containing the daily U and V velocity data\n", "data_path = '/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/'\n", "ufiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_u_*.nc'))\n", "vfiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_v_*.nc'))" ] }, { "cell_type": "markdown", "id": "1cd74a40-5876-44e3-9ba8-e977a135bd0d", "metadata": {}, "source": [ "Define a mesh mask which contains the model grid and coordinates that Parcels needs. \n", "**Note:** this step may take some time... Once you have created the mesh_mask file, you can simply define it's file path in subsequent examples, without needing to recalculate it." ] }, { "cell_type": "code", "execution_count": 6, "id": "3a474a95-91e0-481a-bfe6-1be21caf01f8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 3min 28s, sys: 28.8 s, total: 3min 57s\n", "Wall time: 2min 58s\n" ] } ], "source": [ "%%time\n", "orig_mesh_mask = '/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/output196/ocean/ocean.nc'\n", "mesh_mask = str(output_directory) + '/ocean.nc'\n", "variables = ['v', 'wt']\n", "lat_slice = slice(None, -32.58) \n", "ds_mesh_mask = xr.open_dataset(orig_mesh_mask, decode_timedelta=True).get(variables).sel(yu_ocean=lat_slice, yt_ocean=lat_slice) \n", "ds_mesh_mask.to_netcdf(mesh_mask)" ] }, { "cell_type": "markdown", "id": "a67c61f1-ba70-4ff0-970f-94da0e1b4ea8", "metadata": {}, "source": [ "Now we'll define a set of dictionaries that tells Parcels where the velocity data is stored, the variable names, where to access the grid information, the dimensions of the data and the chunksizes. \n", "\n", "**Note 1:** We need use the `from_mom5` method when running particle tracking with ACCESS-OM2-01 for several reasons:\n", "- MOM5 is defined on an Arakawa B-grid, but with vertical velocities at the bottom faces of the cells, not the top. This distinguishes it from some other B-grid models.\n", "- At the time the `from_mom5` method was developed, Parcels expected depth to be positive upwards, but in ACCESS-OM2, depth is positive downwards. The `from_mom5` method corrects this.\n", "\n", "**Note 2:** Technically, in 2D dimensional particle tracking when the vertical velocity is ignored, the ACCESS-OM2-01 B-grid collapses to the equivalent of an Arakawa A-grid, but for 3D particle tracking the `from_mom5` method is required when using ACCESS-OM2 outputs. For consistency, we'll use it for both 2D and 3D particle tracking examples in this notebook. \n" ] }, { "cell_type": "code", "execution_count": 7, "id": "dba2a48a-a44c-47a2-a598-c9326f6092be", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n", "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldfilebuffer.py:59: FutureWarning: In a future version, xarray will not decode timedelta values based on the presence of a timedelta-like units attribute by default. Instead it will rely on the presence of a timedelta64 dtype attribute, which is now xarray's default way of encoding timedelta64 values. To continue decoding timedeltas based on the presence of a timedelta-like units attribute, users will need to explicitly opt-in by passing True or CFTimedeltaCoder(decode_via_units=True) to decode_timedelta. To silence this warning, set decode_timedelta to True, False, or a 'CFTimedeltaCoder' instance.\n", " self.dataset = xr.open_dataset(str(self.filename), decode_cf=True, engine=self.netcdf_engine)\n" ] } ], "source": [ "# Define a dictionary that tells Parcels where the U and V velocity data is,\n", "# and where to find the coordinates. \n", "filenames = {'U': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': ufiles},\n", " 'V': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': vfiles},\n", " }\n", "# Now define a dictionary that specifies the `U, V` variable names as given in the netCDF files \n", "variables = {'U': 'u', 'V': 'v'}\n", "\n", "# Define a dictionary to specify the U,V dimentions.\n", "# See the description under the 3D advection section for why we specify sw_ocean as the depth here. \n", "# For further reading, also see this tutorial on the Ocean Parcels website: https://nbviewer.org/github/OceanParcels/parcels/blob/master/parcels/examples/documentation_indexing.ipynb\n", "dimensions = {'U': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " 'V': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " }\n", "\n", "# Define the chunksizes\n", "cs = {\"U\": {\"lon\": (\"xu_ocean\", 400), \"lat\": (\"yu_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)}, \n", " \"V\": {\"lon\": (\"xu_ocean\", 400), \"lat\": (\"yu_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)},\n", " }\n", "\n", "# Read in the fieldset using the Parcels `FieldSet.from_mom5` function. \n", "fieldset = FieldSet.from_mom5(filenames, variables, dimensions,\n", " mesh = 'spherical', \n", " chunksize = cs, \n", " tracer_interp_method = 'bgrid_tracer')" ] }, { "cell_type": "markdown", "id": "7895b404-1341-460f-ae12-300907c452d3", "metadata": {}, "source": [ "Check that the grid indexing type is correct for our model output. It should be **mom5**, not nemo or any other type, unless you're running 2D advection on a single layer in which case Arakawa-A grid indexing will also work (this will not be correct for 3D advection). " ] }, { "cell_type": "code", "execution_count": 8, "id": "d4916dba-110b-4503-abce-12ae7de8f018", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mom5\n", "mom5\n" ] } ], "source": [ "print(fieldset.U.gridindexingtype)\n", "print(fieldset.V.gridindexingtype)" ] }, { "cell_type": "markdown", "id": "873c8e18-6aac-40f0-b085-c44cca78476c", "metadata": {}, "source": [ "\n", "We need to tell Parcels that this fieldset is periodic in the zonal (east-west) direction. This is because, if the particle is close to the edge of the fieldset (but still in it), the advection scheme will need to interpolate velocities that may lay outside the fieldset domain. With the halo, we make sure the advection kernel can access these values." ] }, { "cell_type": "code", "execution_count": 9, "id": "961b6103-9a0d-4971-934d-cf4b87ce6dc8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldset.py:1503: FieldSetWarning: The zonal halo is located at the east and west of current grid, with a dx = lon[1]-lon[0] between the last nodes of the original grid and the first ones of the halo. In your grid, lon[1]-lon[0] != lon[-1]-lon[-2]. Is the halo computed as you expect?\n", " grid.add_periodic_halo(zonal, meridional, halosize)\n" ] } ], "source": [ "fieldset.add_constant('halo_west', fieldset.U.grid.lon[0])\n", "fieldset.add_constant('halo_east', fieldset.U.grid.lon[-1])\n", "fieldset.add_periodic_halo(zonal=True)" ] }, { "cell_type": "markdown", "id": "6921ccac-78c7-4841-98ac-ff9c91fd8bcb", "metadata": {}, "source": [ "We now need a custom kernel that can move the particle from one side of the domain to the other." ] }, { "cell_type": "code", "execution_count": 10, "id": "009362cc-7a04-48bc-bb72-d01379c07808", "metadata": {}, "outputs": [], "source": [ "def periodicBC(particle, fieldset, time):\n", " if particle.lon < fieldset.halo_west:\n", " particle_dlon += fieldset.halo_east - fieldset.halo_west\n", " elif particle.lon > fieldset.halo_east:\n", " particle_dlon -= fieldset.halo_east - fieldset.halo_west" ] }, { "cell_type": "markdown", "id": "aae5e924-5a46-429b-a7fa-742ad577ace3", "metadata": {}, "source": [ "We'll also add a recovery kernel to delete particles if they encounter the `ErrorOutOfBounds` signal from Parcels. " ] }, { "cell_type": "code", "execution_count": 11, "id": "2395c701-5be4-4e72-af42-6bb04d0a0ff0", "metadata": {}, "outputs": [], "source": [ "def checkOutOfBounds(particle, fieldset, time):\n", " if particle.state == StatusCode.ErrorOutOfBounds:\n", " particle.delete()" ] }, { "cell_type": "markdown", "id": "98b3edaf-6ada-4c2c-a5c5-cf7e654cf1c8", "metadata": {}, "source": [ "Now we can create the **Particle Set**. This contains the particle starting locations and defines the type of particle that is simulated. We'll read in the `ht` field from the model and initialise particles in a small section across the ACC." ] }, { "cell_type": "code", "execution_count": 12, "id": "bf6f863d-9fd9-450d-b0b0-ecdaa226f756", "metadata": {}, "outputs": [], "source": [ "datastore = cat[experiment].search(variable='ht')\n", "datastore = datastore.search(path=datastore.df.loc[0,'path'])\n", "ht = datastore.to_dask(xarray_open_kwargs={'chunks':'auto'}).ht" ] }, { "cell_type": "code", "execution_count": 13, "id": "cbd2c8d5-5352-408b-aeeb-66828a06be37", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "\n", " fieldset :\n", "
\n", " fields:\n", " \n", " name : 'U'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name : 'V'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name: 'UV'\n", " U: \n", " V: \n", " W: None\n", " pclass : \n", " repeatdt : None\n", " # particles: 540\n", " particles : [\n", " P[0](lon=-100.449997, lat=-64.973167, depth=1.000000, time=0.000000),\n", " P[1](lon=-100.349998, lat=-64.973167, depth=1.000000, time=0.000000),\n", " P[2](lon=-100.250000, lat=-64.973167, depth=1.000000, time=0.000000),\n", " P[3](lon=-100.150002, lat=-64.973167, depth=1.000000, time=0.000000),\n", " P[4](lon=-100.050003, lat=-64.973167, depth=1.000000, time=0.000000),\n", " P[5](lon=-100.449997, lat=-64.930832, depth=1.000000, time=0.000000),\n", " P[6](lon=-100.349998, lat=-64.930832, depth=1.000000, time=0.000000),\n", " ...\n", " ]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x1, x2 = -100.5, -100\n", "y1, y2 = -60, -65\n", "\n", "lons = ht.where((ht.yt_oceany2) & (ht.xt_oceanx1), \n", " drop=True).geolon_t.values.ravel()\n", "lats = ht.where((ht.yt_oceany2) & (ht.xt_oceanx1), \n", " drop=True).geolat_t.values.ravel()\n", "\n", "depths = np.full(len(lats), 1.)\n", "\n", "pset = ParticleSet.from_list(fieldset=fieldset, # the fields on which the particles are advected\n", " pclass=JITParticle, # the type of particles (JITParticle or ScipyParticle)\n", " lon=lons, # a vector of release longitudes \n", " lat=lats, # a vector of release latitudes\n", " depth=depths, # a vector of release depths \n", " time=0.) # set time to start start time of daily velocity fields\n", "pset" ] }, { "cell_type": "markdown", "id": "bf5f0753-9e65-4e63-adc1-1de4251a3651", "metadata": {}, "source": [ "Plot these particles. " ] }, { "cell_type": "code", "execution_count": 14, "id": "406b5d91-dbdc-47f0-9af2-2515e0b9fe93", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12, 4))\n", "\n", "ht.plot(cmap='Blues')\n", "plt.scatter(lons, lats, s=5, c='r')\n", "plt.ylim([-80, -35]);\n", "\n", "ax = plt.gca()\n", "ax.set_facecolor('gray')" ] }, { "cell_type": "markdown", "id": "004a172f-588b-4d12-af88-d802c95e3df3", "metadata": {}, "source": [ "We can now advect these particles with Parcels. We'll do this using 4th order Runge-Kutta in 2D. In this example, we'll integrate the particle positions for only 50 days to keep it simple. This may take a few minutes depending on the resources you're using. Feel free to change the total length of the run as you like. " ] }, { "cell_type": "code", "execution_count": 15, "id": "f1d05edb-adaf-4cc2-827f-e14596ad3c2e", "metadata": {}, "outputs": [], "source": [ "warnings.filterwarnings(\"ignore\", category=FutureWarning, message=\".*xarray will not decode timedelta values.*\")" ] }, { "cell_type": "markdown", "id": "d5a9173d-7ac3-4505-8ed3-30adbb4c8080", "metadata": {}, "source": [ "**Note**: This cell might take ~5 minutes." ] }, { "cell_type": "code", "execution_count": 16, "id": "de0e8d0f-79bf-482a-92ea-cbf4d6afb459", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Output files are stored in /scratch/jk72/ed7737/particle_tracking/TestParticles_2D.zarr.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO:parcels.tools.loggers:Output files are stored in /scratch/jk72/ed7737/particle_tracking/TestParticles_2D.zarr.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "100%|██████████| 4320000.0/4320000.0 [04:58<00:00, 14452.99it/s]\n", "CPU times: user 3min 13s, sys: 30.7 s, total: 3min 44s\n", "Wall time: 5min 1s\n" ] } ], "source": [ "%%time\n", "# Set your output location: \n", "output_filename = 'TestParticles_2D.zarr'\n", "\n", "# Set the file name and the time step of the outputs \n", "# (particle locations will be saved every 2 days in this example). \n", "# If you're running long simulations, consider reducing this output timestep to 5 or 10 days to save storage and file space. \n", "output_file = pset.ParticleFile(name=output_directory / output_filename, \n", " outputdt=timedelta(days=2)\n", " ) \n", "\n", "kernels = [AdvectionRK4, # the 2D advection kernel (which defines how particles move) \n", " periodicBC,\n", " checkOutOfBounds ]\n", "\n", "pset.execute(kernels, \n", " runtime=timedelta(days=50), # the total length of the run\n", " dt=timedelta(hours=2), # the integration timestep of the kernels (generally, the smaller the better but this comes with a computational/time cost)\n", " output_file=output_file, # the output file\n", " ) " ] }, { "cell_type": "markdown", "id": "0324fe07-f63a-48ce-85c5-3033d7f8e70a", "metadata": {}, "source": [ "Open the output file and plot the first 100 of these trajectories. " ] }, { "cell_type": "code", "execution_count": 17, "id": "25940f80-b84b-4896-a302-73bd0a1de18c", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = xr.open_zarr(output_directory / output_filename)\n", "\n", "fig = plt.figure(figsize=(12, 8))\n", "mpl.rcParams['axes.prop_cycle'] = mpl.cycler(color=[\"r\", \"pink\", \"violet\", \"firebrick\", \"orange\", \"orangered\"])\n", "\n", "ht.plot(cmap='Blues')\n", "\n", "plt.plot(ds.lon[:100, :].T, ds.lat[:100, :].T)\n", "plt.scatter(ds.lon[:100, :], ds.lat[:100, :], s=5, c='w')\n", "\n", "plt.ylim([-68, -60])\n", "plt.xlim([-108, -90]);" ] }, { "cell_type": "markdown", "id": "a1fc498f-86ba-4f4a-bf33-6a74bd3e1a69", "metadata": { "tags": [] }, "source": [ "## 3D Advection with temperature and salinity sampling\n", "\n", "Now we'll run an example in 3D and also sample and save temperature and salinity fields. " ] }, { "cell_type": "code", "execution_count": 18, "id": "3f917082-d6d2-416c-9314-728e126a29ec", "metadata": {}, "outputs": [], "source": [ "import warnings, dask\n", "warnings.simplefilter(action='ignore', category=dask.array.core.PerformanceWarning)" ] }, { "cell_type": "code", "execution_count": 19, "id": "2815fb65-1b82-436e-8911-93e16eb06b54", "metadata": {}, "outputs": [], "source": [ "experiment = \"01deg_jra55v13_ryf9091\"" ] }, { "cell_type": "code", "execution_count": 20, "id": "76f42d77-60ee-4c7b-bc15-a467453e4f6c", "metadata": {}, "outputs": [], "source": [ "# define the file paths containing the daily U, V, W, temperature and salinity data\n", "data_path = '/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/'\n", "ufiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_u_*.nc'))\n", "vfiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_v_*.nc'))\n", "wfiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_wt_*.nc'))\n", "tfiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_temp_*.nc'))\n", "sfiles = sorted(glob(data_path+'output19*/ocean/ocean_daily_3d_salt_*.nc'))\n", "\n", "# Define a file which contains the model grid and coordinates that Parcels needs\n", "# Note: We've already created this file under the 2D advection example, so here we're just defining a file path. \n", "mesh_mask = str(output_directory) + '/ocean.nc'" ] }, { "cell_type": "markdown", "id": "b1ed3378-97ed-49fa-bc30-7a1dc14d7025", "metadata": {}, "source": [ "We now need to set up the Parcels `FieldSet`. For 3D advection we also need a vertical velocity field (`W`), and in this example we'll add temperature and salinity as well.\n", "\n", "**Note:** Initialising the `FieldSet` can take some time depending on the domain and number of files you're feeding to Parcels. In this example, it should be quick. " ] }, { "cell_type": "code", "execution_count": 21, "id": "3013b89c-d167-427e-b53a-5e76780768af", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define a dictionary that tells Parcels where the U and V velocity data is,\n", "# and where to find the coordinates. \n", "filenames = {'U': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': ufiles},\n", " 'V': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': vfiles},\n", " 'W': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': wfiles},\n", " 'T': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': tfiles},\n", " 'S': {'lon': mesh_mask, 'lat': mesh_mask, 'depth': mesh_mask, 'data': sfiles},\n", " }\n", "# Now define a dictionary that specifies the `U, V` variable names as given in the netCDF files \n", "variables = {'U': 'u', \n", " 'V': 'v', \n", " 'W': 'wt', \n", " 'T': 'temp', \n", " 'S': 'salt', \n", " }\n", "\n", "# Define a dictionary to specify the U,V, W, T and S dimentions.\n", "# All variables must have the same lat/lon/depth dimensions (even though the data doesn't).\n", "# We can check that Parcels is using the right type of grid indexing and interpolation once we've created the fieldset\n", "# For further reading, also see this tutorial on the Ocean Parcels website: \n", "# https://nbviewer.org/github/OceanParcels/parcels/blob/master/parcels/examples/documentation_indexing.ipynb\n", "dimensions = {'U': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " 'V': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " 'W': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " 'T': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " 'S': {'lon': 'xu_ocean', 'lat': 'yu_ocean', 'depth': 'sw_ocean', 'time': 'time'},\n", " }\n", "\n", "# Define the chunksizes\n", "cs = {\"U\": {\"lon\": (\"xu_ocean\", 400), \"lat\": (\"yu_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)}, \n", " \"V\": {\"lon\": (\"xu_ocean\", 400), \"lat\": (\"yu_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)},\n", " \"W\": {\"lon\": (\"xt_ocean\", 400), \"lat\": (\"yt_ocean\", 300), \"depth\": (\"sw_ocean\", 75), \"time\": (\"time\", 1)},\n", " \"T\": {\"lon\": (\"xt_ocean\", 400), \"lat\": (\"yt_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)},\n", " \"S\": {\"lon\": (\"xt_ocean\", 400), \"lat\": (\"yt_ocean\", 300), \"depth\": (\"st_ocean\", 75), \"time\": (\"time\", 1)},\n", " }\n", "\n", "# Read in the fieldset using the Parcels `FieldSet.from_mom5` function. \n", "fieldset = FieldSet.from_mom5(filenames, variables, dimensions,\n", " mesh = 'spherical', \n", " chunksize = cs, \n", " tracer_interp_method = 'bgrid_tracer')" ] }, { "cell_type": "markdown", "id": "efac7d8e-4f5b-4aff-b674-2aca0466f9bb", "metadata": {}, "source": [ "Check that the grid indexing and the interpolation methods have been correctly set by Parcels. MOM5 is a **B-grid** model. Anything other than **bgrid_velocity** and **bgrid_tracer** interpolation methods will give you incorrect results for this particular model/experiment. " ] }, { "cell_type": "code", "execution_count": 22, "id": "34e8d608-7873-4de7-8028-efd57d9751b9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mom5\n", "mom5\n", "mom5\n", "mom5\n", "mom5\n", "bgrid_velocity\n", "bgrid_velocity\n", "bgrid_w_velocity\n", "bgrid_tracer\n", "bgrid_tracer\n" ] } ], "source": [ "# check that the grid indexing type is correct for our model outpu (should be mom5, not nemo or any other type)\n", "print(fieldset.U.gridindexingtype)\n", "print(fieldset.V.gridindexingtype)\n", "print(fieldset.W.gridindexingtype)\n", "print(fieldset.T.gridindexingtype)\n", "print(fieldset.S.gridindexingtype)\n", "\n", "print(fieldset.U.interp_method)\n", "print(fieldset.V.interp_method)\n", "print(fieldset.W.interp_method)\n", "print(fieldset.T.interp_method)\n", "print(fieldset.S.interp_method)" ] }, { "cell_type": "markdown", "id": "927ec17b-9d21-4d95-86e7-f0fc09d8f182", "metadata": {}, "source": [ "As for the 2D advection case, we need to tell Parcels that this fieldset is periodic in the zonal (east-west) direction. This is because, if the particle is close to the edge of the fieldset (but still in it), the advection scheme will need to interpolate velocities that may lay outside the fieldset domain. With the halo, we make sure the advection kernel can access these values." ] }, { "cell_type": "code", "execution_count": 23, "id": "3b29b5d7-6a74-45ab-85a6-843e9231961e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/parcels/fieldset.py:1503: FieldSetWarning: The zonal halo is located at the east and west of current grid, with a dx = lon[1]-lon[0] between the last nodes of the original grid and the first ones of the halo. In your grid, lon[1]-lon[0] != lon[-1]-lon[-2]. Is the halo computed as you expect?\n", " grid.add_periodic_halo(zonal, meridional, halosize)\n" ] } ], "source": [ "fieldset.add_constant('halo_west', fieldset.U.grid.lon[0])\n", "fieldset.add_constant('halo_east', fieldset.U.grid.lon[-1])\n", "fieldset.add_periodic_halo(zonal=True)" ] }, { "cell_type": "markdown", "id": "941724c5-721f-458e-a1b6-8dec2522d2c6", "metadata": {}, "source": [ "We now need to define a particle class that tells Parcels each particle has a temperature and salinity value associated with it. We also need to define a kernel to tell Parcels to sample the temperature and salinity fields at each integration timestep. " ] }, { "cell_type": "code", "execution_count": 24, "id": "296f6bde-0152-4832-bd38-52f0ac694210", "metadata": {}, "outputs": [], "source": [ "# Parcels will automatically save the latitude, longitude, and depth to file at a timestep that \n", "# you specify (see cells below). This kernel tells Parcels to also save the temperature and salinity fields\n", "# to file, along with the location data. \n", "class SampleParticle(JITParticle):\n", " thermo = Variable('thermo', dtype=np.float32, initial = 0.0)\n", " psal = Variable('psal', dtype=np.float32, initial = 0.0)\n", "\n", "# Kernel to sample temperature and salinity (if you have fed them into your FieldSet above).\n", "def SampleFields(particle, fieldset, time):\n", " particle.thermo = fieldset.T[time, particle.depth, particle.lat, particle.lon]\n", " particle.psal = fieldset.S[time, particle.depth, particle.lat, particle.lon]" ] }, { "cell_type": "markdown", "id": "8712d70e-ea5d-4283-9fe7-9ba37bbf54ad", "metadata": {}, "source": [ "Now we can create the **Particle Set**. Well use the same particle set as in the 2D example but this time we'll initialise particles at 10m depth. This time you can see that `thermo` and `psal` have been added to the Particle Set. " ] }, { "cell_type": "code", "execution_count": 25, "id": "6dcface2-dc2a-4055-b174-d12de289dfd4", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.08/lib/python3.11/site-packages/intake_esm/source.py:306: ConcatenationWarning: Attempting to concatenate datasets without valid dimension coordinates: retaining only first dataset. Request valid dimension coordinate to silence this warning.\n", " warnings.warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 7.96 s, sys: 2.25 s, total: 10.2 s\n", "Wall time: 14.4 s\n" ] }, { "data": { "text/plain": [ "\n", " fieldset :\n", "
\n", " fields:\n", " \n", " name : 'U'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name : 'V'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name : 'W'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name : 'T'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name : 'S'\n", " grid : RectilinearZGrid(lon=array([-280.40, -280.30, -280.20, ..., 80.30, 80.40, 80.50], dtype=float32), lat=array([-81.09, -81.05, -81.00, ..., -32.75, -32.67, -32.59], dtype=float32), time=array([ 0.00, 86400.00, 172800.00, ..., 31276800.00, 31363200.00, 31449600.00]), time_origin=1950-01-01 12:00:00, mesh='spherical')\n", " extrapolate time: False\n", " time_periodic : False\n", " gridindexingtype: 'mom5'\n", " to_write : False\n", " \n", " name: 'UV'\n", " U: \n", " V: \n", " W: None\n", " \n", " name: 'UVW'\n", " U: \n", " V: \n", " W: \n", " pclass : \n", " repeatdt : None\n", " # particles: 100\n", " particles : [\n", " P[540](lon=-100.449997, lat=-60.982021, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[541](lon=-100.349998, lat=-60.982021, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[542](lon=-100.250000, lat=-60.982021, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[543](lon=-100.150002, lat=-60.982021, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[544](lon=-100.050003, lat=-60.982021, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[545](lon=-100.449997, lat=-60.933475, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " P[546](lon=-100.349998, lat=-60.933475, depth=10.000000, thermo=0.000000, psal=0.000000, time=0.000000),\n", " ...\n", " ]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "\n", "ht = cat[experiment].search(variable=\"ht\").to_dask()\n", "\n", "x1, x2 = -100.5, -100\n", "y1, y2 = -60, -61\n", "\n", "lons = ht.where((ht.yt_oceany2) & (ht.xt_oceanx1), \n", " drop=True).geolon_t.values.ravel()\n", "\n", "lats = ht.where((ht.yt_oceany2) & (ht.xt_oceanx1), \n", " drop=True).geolat_t.values.ravel()\n", "\n", "depths = np.full(len(lats), 10.)\n", "\n", "pset = ParticleSet.from_list(fieldset=fieldset, # the fields on which the particles are advected\n", " pclass=SampleParticle, # the type of particles we specified above with temp and salt added\n", " lon=lons, # a vector of release longitudes \n", " lat=lats, # a vector of release latitudes\n", " depth=depths, # a vector of release depths \n", " time=0.) # set time to start start time of daily velocity fields\n", "pset" ] }, { "cell_type": "markdown", "id": "8428dcba-02fa-40b9-9ad9-32d0b687590a", "metadata": {}, "source": [ "For the 3D advection we will integrate particles forward-in-time for 20 days to keep this example simple, but feel free to integrate longer! If you want really long integrations, or a large particle set, you will need to consider [submitting the analysis as a job on Gadi](https://cosima-recipes.readthedocs.io/en/latest/01-Cooking-Tutorials/02-Advanced/Submitting_analysis_jobs_to_gadi.html) or to some other HPC system of your liking.\n", "\n", "**Note 1**: Generally you want to use a small integration timestep (`dt`). This is because, the larger the `dt`, the further particles will move in a single timestep and the more likely you are to get particles crossing ocean-land boundaries and 'beaching'. For example, in some Lagrangian applications it is common to use `dt` <= 15 minutes. However the choice of `dt` has to be balanced against the computational resources and the available simulation time. In this example, we'll use a `dt` of 1 hour to speed up the integration. If you want to integrate particles backwards-in-time, simple feed Parcels a negative `dt` value. \n", "\n", "**Note 2**: This 3D example may take some time (several minutes) depending on the resources you're using." ] }, { "cell_type": "code", "execution_count": 26, "id": "bb09a754-4383-4be5-b2f0-a489533e604c", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Output files are stored in /scratch/jk72/ed7737/particle_tracking/TestParticles_3D.zarr.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO:parcels.tools.loggers:Output files are stored in /scratch/jk72/ed7737/particle_tracking/TestParticles_3D.zarr.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "100%|██████████| 1728000.0/1728000.0 [01:38<00:00, 17522.31it/s]\n", "CPU times: user 50.8 s, sys: 13.6 s, total: 1min 4s\n", "Wall time: 1min 40s\n" ] } ], "source": [ "%%time\n", "# Set your output location: \n", "output_filename = 'TestParticles_3D.zarr'\n", "\n", "# the file name and the time step of the outputs \n", "# (particle locations will be saved every 2 days in this example)\n", "output_file = pset.ParticleFile(name=output_directory / output_filename, \n", " outputdt=timedelta(days=2),\n", " )\n", "\n", "kernels = [AdvectionRK4_3D, periodicBC, SampleFields, checkOutOfBounds]\n", "\n", "pset.execute(kernels, \n", " runtime=timedelta(days=20), # the total length of the run\n", " dt=timedelta(hours=1), # the integration timestep of the kernel\n", " output_file=output_file, # the output file\n", " ) \n" ] }, { "cell_type": "markdown", "id": "112dbdd3-491c-4dca-8aed-6569f6f02776", "metadata": {}, "source": [ "Open output file and scatter plot the first 100 of these trajectories, coloured by depth. " ] }, { "cell_type": "code", "execution_count": 27, "id": "8e7266b8-16bd-4489-a4e6-f81bb489fd95", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = xr.open_zarr(output_directory / output_filename)\n", "\n", "fig = plt.figure(figsize=(12, 8))\n", "\n", "ht['ht'].plot(cmap='Blues')\n", "\n", "plt.plot(ds.lon[:100, :].T, ds.lat[:100, :].T, c='w', zorder=2)\n", "\n", "cb = plt.scatter(ds.lon[:100, 1:], ds.lat[:100, 1:], c=ds.z[:100, 1:],\n", " s=20, vmin=3, vmax=18, cmap='Reds', zorder=3)\n", "\n", "plt.legend(*cb.legend_elements(num=10), loc=\"upper right\", title=\"Depth (m)\")\n", "\n", "plt.ylim([-62, -58])\n", "plt.xlim([-108, -95]);" ] }, { "cell_type": "markdown", "id": "faf00010-8b63-4fb2-ab78-fba8a855d946", "metadata": {}, "source": [ "For reference, this is how the output file is organised. " ] }, { "cell_type": "code", "execution_count": 28, "id": "433e55d9-d1fd-4771-8276-86eceb16d9eb", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 29kB\n",
       "Dimensions:     (trajectory: 100, obs: 10)\n",
       "Coordinates:\n",
       "  * obs         (obs) int32 40B 0 1 2 3 4 5 6 7 8 9\n",
       "  * trajectory  (trajectory) int64 800B 540 541 542 543 544 ... 636 637 638 639\n",
       "Data variables:\n",
       "    lat         (trajectory, obs) float32 4kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "    lon         (trajectory, obs) float32 4kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "    psal        (trajectory, obs) float32 4kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "    thermo      (trajectory, obs) float32 4kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "    time        (trajectory, obs) object 8kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "    z           (trajectory, obs) float32 4kB dask.array<chunksize=(100, 1), meta=np.ndarray>\n",
       "Attributes:\n",
       "    Conventions:            CF-1.6/CF-1.7\n",
       "    feature_type:           trajectory\n",
       "    ncei_template_version:  NCEI_NetCDF_Trajectory_Template_v2.0\n",
       "    parcels_kernels:        SampleParticleAdvectionRK4_3DperiodicBCSampleFiel...\n",
       "    parcels_mesh:           spherical\n",
       "    parcels_version:        3.1.4
" ], "text/plain": [ " Size: 29kB\n", "Dimensions: (trajectory: 100, obs: 10)\n", "Coordinates:\n", " * obs (obs) int32 40B 0 1 2 3 4 5 6 7 8 9\n", " * trajectory (trajectory) int64 800B 540 541 542 543 544 ... 636 637 638 639\n", "Data variables:\n", " lat (trajectory, obs) float32 4kB dask.array\n", " lon (trajectory, obs) float32 4kB dask.array\n", " psal (trajectory, obs) float32 4kB dask.array\n", " thermo (trajectory, obs) float32 4kB dask.array\n", " time (trajectory, obs) object 8kB dask.array\n", " z (trajectory, obs) float32 4kB dask.array\n", "Attributes:\n", " Conventions: CF-1.6/CF-1.7\n", " feature_type: trajectory\n", " ncei_template_version: NCEI_NetCDF_Trajectory_Template_v2.0\n", " parcels_kernels: SampleParticleAdvectionRK4_3DperiodicBCSampleFiel...\n", " parcels_mesh: spherical\n", " parcels_version: 3.1.4" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "markdown", "id": "f30a82ff-de3a-4fdc-874b-b073a803807f", "metadata": {}, "source": [ "## Convert the zarr data to netcdf [a crucial step!]" ] }, { "cell_type": "markdown", "id": "db803f04-850f-4c7e-8b9d-dee1419d02a7", "metadata": {}, "source": [ "Parcels now uses [`Zarr`](https://zarr.dev) for its output. This creates very large numbers of files, which may overwhelm the inode quota for your project. When running particle tracking experiments, you should closely monitor you inode usage and once the simulation is complete, you should postprocess the output into either NetCDF format or use zipped `Zarr` storage format. You may find [this post on the ACCESS Hive](https://forum.access-hive.org.au/t/zarr-inodes/5496?u=edoddridge) and [this post on Stack Overflow](https://stackoverflow.com/questions/67635491/transform-zarr-directory-storage-to-zip-storage) helpful.\n", "\n", "This example shows how to convert the zarr data to netcdf and how to delete the zarr files using the `rm` command. You should use `rm` on the command line to delete files when you have finished with them. **Do not use the ARE interface** to delete files - it doesn't actually delete them. Instead, those files are moved to a `.Trash*` folder in the project directory, where they still count towards the quotas for the project." ] }, { "cell_type": "code", "execution_count": 29, "id": "5e9b440a-a422-449f-ad78-f1ffd058452d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TestParticles_3D.nc\n" ] } ], "source": [ "# Open the Zarr datastore files\n", "ds = xr.open_zarr(output_directory / output_filename)\n", "\n", "# Define the netcdf output filename \n", "netcdf_output_filename = output_filename[:-4] + 'nc'\n", "print(netcdf_output_filename)\n", "\n", "# Save to NetCDF\n", "ds.to_netcdf(output_directory / netcdf_output_filename)" ] }, { "cell_type": "markdown", "id": "2aea5378-e29c-4789-8c94-674908b93a7a", "metadata": {}, "source": [ "## Remove original zarr files\n", "\n", "
\n", "Caution: Run this from the command line and be very careful about specifying the correct path\n", "
\n", "\n", "```\n", "rm -r /path/to/zarr/files/TestParticles_2D.zarr\n", "rm -r /path/to/zarr/files/TestParticles_3D.zarr\n", "```\n", "\n", "Files are currently stored in:" ] }, { "cell_type": "code", "execution_count": 32, "id": "f74cb7c3-2286-491b-a306-74ac5ec59b72", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/scratch/jk72/ed7737/particle_tracking\n" ] } ], "source": [ "print(dir[0])" ] }, { "cell_type": "code", "execution_count": null, "id": "9a97c170-cceb-4a20-a98d-d96e1437bdb4", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:analysis3-25.08]", "language": "python", "name": "conda-env-analysis3-25.08-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13" } }, "nbformat": 4, "nbformat_minor": 5 }