{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MITgcm ECCOv4 Example\n",
"\n",
"This Jupyter notebook demonstrates how to use [xarray](http://xarray.pydata.org/en/latest/) and [xgcm](http://xgcm.readthedocs.org) to analyze data from the [ECCO v4r3](https://ecco.jpl.nasa.gov/products/latest/) ocean state estimate.\n",
"\n",
"**This notebook can be viewed and executed interactively via [Pangeo Gallery](http://gallery.pangeo.io/repos/pangeo-gallery/physical-oceanography/04_eccov4.html).**\n",
"\n",
"First we import our standard python packages:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import xarray as xr\n",
"import numpy as np\n",
"from matplotlib import pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load the data\n",
"\n",
"The ECCOv4r3 data was converted from its raw MDS (.data / .meta file) format to zarr format, using the [xmitgcm](http://xmitgcm.readthedocs.io) package. [Zarr](http://zarr.readthedocs.io) is a powerful data storage format that can be thought of as an alternative to HDF. In contrast to HDF, zarr works very well with cloud object storage. Zarr is currently useable in python, java, C++, and julia. It is likely that zarr will form the basis of the next major version of the netCDF library.\n",
"\n",
"If you're curious, here are some resources to learn more about zarr:\n",
" - https://zarr.readthedocs.io/en/stable/tutorial.html\n",
" - https://speakerdeck.com/rabernat/pangeo-zarr-cloud-data-storage\n",
" - https://mrocklin.github.com/blog/work/2018/02/06/hdf-in-the-cloud\n",
"\n",
"The ECCO zarr data currently lives in [Google Cloud Storage](https://cloud.google.com/storage/) as part of the [Pangeo Data Catalog](http://catalog.pangeo.io/). This means we can open the whole dataset using one line of code.\n",
"\n",
"This takes a bit of time to run because the metadata must be downloaded and parsed. The type of object returned is an [Xarray dataset](http://xarray.pydata.org/en/latest/data-structures.html#dataset)."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"coords.Depth.plot(col='face', col_wrap=5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This view is not the most useful. It reflects how the data is arranged logically, rather than geographically.\n",
"\n",
"### A Pretty Map\n",
"\n",
"To make plotting easier, we can define a quick function to plot the data in a more geographically friendly way. Eventually these plotting functions may be provided by the gcmplots package: . For now, it is easy enough to roll our own."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import pyplot as plt\n",
"import cartopy as cart\n",
"import pyresample\n",
"\n",
"class LLCMapper:\n",
"\n",
" def __init__(self, ds, dx=0.25, dy=0.25):\n",
" # Extract LLC 2D coordinates\n",
" lons_1d = ds.XC.values.ravel()\n",
" lats_1d = ds.YC.values.ravel()\n",
"\n",
" # Define original grid\n",
" self.orig_grid = pyresample.geometry.SwathDefinition(lons=lons_1d, lats=lats_1d)\n",
"\n",
" # Longitudes latitudes to which we will we interpolate\n",
" lon_tmp = np.arange(-180, 180, dx) + dx/2\n",
" lat_tmp = np.arange(-90, 90, dy) + dy/2\n",
"\n",
" # Define the lat lon points of the two parts.\n",
" self.new_grid_lon, self.new_grid_lat = np.meshgrid(lon_tmp, lat_tmp)\n",
" self.new_grid = pyresample.geometry.GridDefinition(lons=self.new_grid_lon,\n",
" lats=self.new_grid_lat)\n",
"\n",
" def __call__(self, da, ax=None, projection=cart.crs.Robinson(), lon_0=-60, **plt_kwargs):\n",
"\n",
" assert set(da.dims) == set(['face', 'j', 'i']), \"da must have dimensions ['face', 'j', 'i']\"\n",
"\n",
" if ax is None:\n",
" fig, ax = plt.subplots(figsize=(12, 6), subplot_kw={'projection': projection})\n",
" else:\n",
" m = plt.axes(projection=projection)\n",
" \n",
" field = pyresample.kd_tree.resample_nearest(self.orig_grid, da.values,\n",
" self.new_grid,\n",
" radius_of_influence=100000,\n",
" fill_value=None)\n",
"\n",
" vmax = plt_kwargs.pop('vmax', field.max())\n",
" vmin = plt_kwargs.pop('vmin', field.min())\n",
"\n",
" \n",
" x,y = self.new_grid_lon, self.new_grid_lat\n",
"\n",
" # Find index where data is splitted for mapping\n",
" split_lon_idx = round(x.shape[1]/(360/(lon_0 if lon_0>0 else lon_0+360)))\n",
"\n",
"\n",
" p = ax.pcolormesh(x[:,:split_lon_idx], y[:,:split_lon_idx], field[:,:split_lon_idx],\n",
" vmax=vmax, vmin=vmin, transform=cart.crs.PlateCarree(), zorder=1, **plt_kwargs)\n",
" p = ax.pcolormesh(x[:,split_lon_idx:], y[:,split_lon_idx:], field[:,split_lon_idx:],\n",
" vmax=vmax, vmin=vmin, transform=cart.crs.PlateCarree(), zorder=2, **plt_kwargs)\n",
"\n",
" ax.add_feature(cart.feature.LAND, facecolor='0.5', zorder=3)\n",
" label = ''\n",
" if da.name is not None:\n",
" label = da.name\n",
" if 'units' in da.attrs:\n",
" label += ' [%s]' % da.attrs['units']\n",
" cb = plt.colorbar(p, shrink=0.4, label=label)\n",
" return ax\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mapper = LLCMapper(coords)\n",
"mapper(coords.Depth);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can use this with any 2D cell-centered LLC variable.\n",
"\n",
"## Selecting data\n",
"\n",
"The entire ECCOv4e3 dataset is contained in a single `Xarray.Dataset` object. How do we find a view specific pieces of data? This is handled by Xarray's [indexing and selecting functions](http://xarray.pydata.org/en/latest/indexing.html). To get the SST from January 2000, we do this:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mapper(mean_sst, cmap='RdBu_r');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Speeding things up with a Dask Cluster\n",
"\n",
"How can we speed things up? In general, the main bottleneck for this type of data analysis is the speed with which we can read the data. With cloud storage, the access is highly parallelizeable.\n",
"\n",
"From a Pangeo environment, we can create a [Dask cluster](https://distributed.dask.org/en/latest/) to spread the work out amongst many compute nodes. This works on both HPC and cloud. In the cloud, the compute nodes are provisioned on the fly and can be shut down as soon as we are done with our analysis.\n",
"\n",
"The code below will create a cluster with up to five compute nodes. These will be ramped up and down based on demand. It can take a few minutes to provision our nodes."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "04fea1828bce478cad16fcc17fe5af09",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(HTML(value='