{ "cells": [ { "cell_type": "markdown", "id": "aeb10156-e9ad-45e4-94a5-d8705267b2ce", "metadata": {}, "source": [ "# Getting started with hierarchical HEALPix data\n", "\n", "## The catalog and dataset\n", "\n", "We found that concatenating datasets tends to be much more complicated than subselecting.\n", "Thus, for the hierarchical HEALPix output, we aim at creating one single `Dataset` for a model run (including all variables and timesteps).\n", "This `Dataset` should still be accessed through an `intake` catalog, as the catalog provides a way for dataset maintainers to optimize access to the data without affecting scripts using the data.\n", "\n", "### The dataset\n", "Long story short, let's have a look at the output of the nextGEMS Cycle 3 `ICON` run `ngc3028` though the catalog `cat`:" ] }, { "cell_type": "code", "execution_count": 1, "id": "beea9ddf-453d-4971-9f6f-eeb24f6e0ffd", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:                              (time: 2010, depth_half: 129,\n",
       "                                          cell: 12, level_full: 90, crs: 1,\n",
       "                                          depth_full: 128,\n",
       "                                          soil_depth_water_level: 5,\n",
       "                                          level_half: 91,\n",
       "                                          soil_depth_energy_level: 5)\n",
       "Coordinates:\n",
       "  * crs                                  (crs) float32 nan\n",
       "  * depth_full                           (depth_full) float32 1.0 ... 5.904e+03\n",
       "  * depth_half                           (depth_half) float32 0.0 ... 6.003e+03\n",
       "  * level_full                           (level_full) int32 1 2 3 4 ... 88 89 90\n",
       "  * level_half                           (level_half) int32 1 2 3 4 ... 89 90 91\n",
       "  * soil_depth_energy_level              (soil_depth_energy_level) float32 0....\n",
       "  * soil_depth_water_level               (soil_depth_water_level) float32 0.0...\n",
       "  * time                                 (time) datetime64[ns] 2020-01-21 ......\n",
       "Dimensions without coordinates: cell\n",
       "Data variables: (12/88)\n",
       "    a_tracer_v_to                        (time, depth_half, cell) float32 ...\n",
       "    atmos_fluxes_frshflux_evaporation    (time, cell) float32 ...\n",
       "    atmos_fluxes_frshflux_precipitation  (time, cell) float32 ...\n",
       "    atmos_fluxes_frshflux_runoff         (time, cell) float32 ...\n",
       "    atmos_fluxes_frshflux_snowfall       (time, cell) float32 ...\n",
       "    atmos_fluxes_heatflux_latent         (time, cell) float32 ...\n",
       "    ...                                   ...\n",
       "    va                                   (time, level_full, cell) float32 ...\n",
       "    vas                                  (time, cell) float32 ...\n",
       "    w                                    (time, depth_half, cell) float32 ...\n",
       "    wa_phy                               (time, level_half, cell) float32 ...\n",
       "    wind_speed_10m                       (time, cell) float32 ...\n",
       "    zos                                  (time, cell) float32 ...
" ], "text/plain": [ "\n", "Dimensions: (time: 2010, depth_half: 129,\n", " cell: 12, level_full: 90, crs: 1,\n", " depth_full: 128,\n", " soil_depth_water_level: 5,\n", " level_half: 91,\n", " soil_depth_energy_level: 5)\n", "Coordinates:\n", " * crs (crs) float32 nan\n", " * depth_full (depth_full) float32 1.0 ... 5.904e+03\n", " * depth_half (depth_half) float32 0.0 ... 6.003e+03\n", " * level_full (level_full) int32 1 2 3 4 ... 88 89 90\n", " * level_half (level_half) int32 1 2 3 4 ... 89 90 91\n", " * soil_depth_energy_level (soil_depth_energy_level) float32 0....\n", " * soil_depth_water_level (soil_depth_water_level) float32 0.0...\n", " * time (time) datetime64[ns] 2020-01-21 ......\n", "Dimensions without coordinates: cell\n", "Data variables: (12/88)\n", " a_tracer_v_to (time, depth_half, cell) float32 ...\n", " atmos_fluxes_frshflux_evaporation (time, cell) float32 ...\n", " atmos_fluxes_frshflux_precipitation (time, cell) float32 ...\n", " atmos_fluxes_frshflux_runoff (time, cell) float32 ...\n", " atmos_fluxes_frshflux_snowfall (time, cell) float32 ...\n", " atmos_fluxes_heatflux_latent (time, cell) float32 ...\n", " ... ...\n", " va (time, level_full, cell) float32 ...\n", " vas (time, cell) float32 ...\n", " w (time, depth_half, cell) float32 ...\n", " wa_phy (time, level_half, cell) float32 ...\n", " wind_speed_10m (time, cell) float32 ...\n", " zos (time, cell) float32 ..." ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import intake\n", "\n", "cat = intake.open_catalog(\"https://data.nextgems-h2020.eu/catalog.yaml\")\n", "ds = cat.ICON.ngc3028.to_dask() # this does NOT use dask, see note below\n", "ds" ] }, { "cell_type": "markdown", "id": "c95375e9-3ee7-4999-b1fc-ca7cef25d330", "metadata": {}, "source": [ "You can get an overview over all output variables by inspecting the retrieved dataset `ds`.\n", "The dimensions of each variable show if they are 2D or 3D variables, the attributes inform e.g. about the model `component` which generated that variable or the `cell_methods` which have been applied if a variable has been aggregated.\n", "\n", "### The catalog\n", "\n", "The catalog entry is parameterized by `zoom` and `time` in order to implement hierarchical data access. Here's how this looks like:\n", "\n", "![dataset hierarchy](ds_hierarchy.png)\n", "\n", "So while technically, there's an independent `Dataset` for each combination of the `zoom` and `time` parameters, it's better to picture all the datasets as copies of the same thing, only their coordinates are of course different due to the different resolutions.\n", "The only exception being, that some variables are missing in finer temporal resolutions (e.g. ocean and 3D variables), but generally all variables available at fine resolutions are **also** available at coarse resolutions.\n", "\n", "Let's see which parameter values are available (you can ommit the `pandas` part, but it looks nicer):" ] }, { "cell_type": "code", "execution_count": 2, "id": "09d566cd-31d5-4a88-8cb4-cb09a0b299c1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namedescriptiontypealloweddefault
0timetime resolution of the datasetstr[PT30M, PT3H, P1D]P1D
1zoomzoom resolution of the datasetint[10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0]0
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" ], "text/plain": [ " name description type \n", "0 time time resolution of the dataset str \\\n", "1 zoom zoom resolution of the dataset int \n", "\n", " allowed default \n", "0 [PT30M, PT3H, P1D] P1D \n", "1 [10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0] 0 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "pd.DataFrame(cat.ICON.ngc3028.describe()[\"user_parameters\"])" ] }, { "cell_type": "markdown", "id": "7fb6a75f-3367-40df-95a6-646886777376", "metadata": {}, "source": [ "So just as in the picture above, we have `time` and `zoom` parameters.\n", "`time` resolution is given as [ISO duration strings](https://en.wikipedia.org/wiki/ISO_8601#Durations), `zoom` are the number of bisections in the healpix grid (e.g. the data will have $12 \\cdot 4^{zoom}$ cells).\n", "The coarsest settings are the default.\n", "The default is well suited to e.g. obtain the trend of global mean surface temperatures:" ] }, { "cell_type": "code", "execution_count": 3, "id": "35ae4835-e43e-4fd9-8720-245e16a5acff", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds.tas.mean(\"cell\").plot()" ] }, { "cell_type": "markdown", "id": "fc6e8497-31b0-4741-be7d-2b9a5fc01193", "metadata": {}, "source": [ "If you are interested in daily variablility, it might however be important to change temporal resolution to a finer scale:" ] }, { "cell_type": "code", "execution_count": 4, "id": "4c947efe-93f7-4731-96a3-d076d9d66c60", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds_fine = cat.ICON.ngc3028(\n", " time=\"PT30M\"\n", ").to_dask() # this does NOT use dask, see note below\n", "ds_fine.tas.mean(\"cell\").plot()" ] }, { "cell_type": "markdown", "id": "57b6e286-bbc5-4347-b030-e6041070990e", "metadata": {}, "source": [ "For sure, the `12` horizontal cells won't provide a detailed map, but let's check quickly.\n", "We'll use [healpy](https://healpy.readthedocs.io)'s plotting tools briefly for their simplicity, but [there are much nicer ways to plot](healpix_cartopy.ipynb) data on maps.\n", "\n", "**NOTE:**\n", "\n", "You might notice that `healpy` isn't installed in your Python environment. Although we'll check out other ways to plot, you'll most certainly need `healpy` when working with HEALPix data. A quick way to install `healpy` from a running notebook is to run\n", "```\n", "%pip install healpy\n", "```\n", "in an new code cell. You might also have to restart your notebook kernel. If you want a cleaner way, please follow the [DKRZ docs](https://docs.dkrz.de/doc/software%26services/jupyterhub/kernels.html#use-your-own-kernel).\n", "\n", "As the `healpy` functions require some information about the grid, we'll define a helper function `get_nest` to extract the `nest` parameter from the dataset (this function is also available in the `easygems` package):\n", "Also we use `.isel(time=0)` to select the first output timestep by index:" ] }, { "cell_type": "code", "execution_count": 5, "id": "14650a76-d743-4856-b40b-fb1167b0a3a0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import healpy\n", "\n", "\n", "def get_nest(ds):\n", " return ds.crs.healpix_order == \"nest\"\n", "\n", "\n", "healpy.mollview(ds.tas.isel(time=0), flip=\"geo\", nest=get_nest(ds))" ] }, { "cell_type": "markdown", "id": "d8a5b489-7618-4755-a1fa-6e64afe9b674", "metadata": {}, "source": [ "For a decent global map, a `zoom` level of 7 (roughly corresponding to 1x1° resolution) should be good. So let's try this again:" ] }, { "cell_type": "code", "execution_count": 6, "id": "7e4f496e-3679-41b2-abca-60314a0e2b4d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds_map = cat.ICON.ngc3028(zoom=7).to_dask()\n", "healpy.mollview(ds_map.tas.isel(time=0), flip=\"geo\", nest=get_nest(ds_map))" ] }, { "cell_type": "markdown", "id": "7621da91-13e2-4fb2-a6b1-f6897104f209", "metadata": {}, "source": [ "This is a map as we'd expect it to be. You might want to try different `zoom` settings to get a bit more familiar with the concept. Generally using finer resolutions will load **a lot** more data, thus it's recommended to use the coarsest settings suiting your needs.\n", "If your analysis really requires fine resolution data, it might be convenient to use coarse settings while debugging and then switch to finer settings once you are happy with your code.\n", "\n", "**NOTE:**\n", "\n", "While the method for converting a catalog entry into a `Dataset` is called `.to_dask()`, it will **not** return a `dask`-backed `Dataset` by default. In many cases (in particular for doing some quick plots), `dask` is not really necessary. As the [dask best practices](https://docs.dask.org/en/stable/best-practices.html#start-small) suggest we should *Use better algorithms or data structures* instead of `dask` if you don't need it.\n", "\n", "That said, if you **need** `dask` (e.g. because of laziness or the processing complexity), you can enable it by providing a `chunks` specification to the catalog. This can be as simple as `cat.ICON.ngc3028(chunks=\"auto\").to_dask()`, but you can also specify a dictionary with per-dimension chunk settings. If you do so, just be sure that your chunk settings are compatible with the underlying data chunks (you'll probably know how to check that if you need it)." ] }, { "cell_type": "markdown", "id": "bfe4b64d-e8f3-400a-820c-9c813efc1dda", "metadata": {}, "source": [ "## Working with multiple resolutions\n", "\n", "We can also mix resolutions to compare Hamburg's temperature to the global mean. To work with multiple resolutions of a single run, it might be useful to store the selected model run's catalog entry into a variable. We also need one further helper function (`get_nside`, also available in the `easygems` package), as well as `pylab`:" ] }, { "cell_type": "code", "execution_count": 7, "id": "bcc830ed-3741-4f42-9f4a-1961f8b31808", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pylab as plt\n", "\n", "\n", "def get_nside(ds):\n", " return ds.crs.healpix_nside\n", "\n", "\n", "model_run = cat.ICON.ngc3028\n", "\n", "ds_fine = model_run(zoom=10).to_dask()\n", "hamburg = healpy.ang2pix(\n", " get_nside(ds_fine), 9.993333, 53.550556, lonlat=True, nest=get_nest(ds_fine)\n", ")\n", "\n", "ds_fine.tas.isel(cell=hamburg).plot(label=\"Hamburg\")\n", "model_run(zoom=0).to_dask().tas.mean(\"cell\").plot(label=\"global mean\")\n", "plt.legend()" ] }, { "cell_type": "markdown", "id": "53a7cc06-1249-4fb5-8ddb-3273e6ad63e6", "metadata": {}, "source": [ "## Vertical profile\n", "Let's try something a bit more involved: northward motion of the water across the equator in the atlantic at some point in time:" ] }, { "cell_type": "code", "execution_count": 8, "id": "d15171b4-8e71-496c-84dd-64e211790a37", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import xarray as xr\n", "\n", "lons = np.linspace(-60.0, 20.0, 200)\n", "lats = np.full_like(lons, 0.0)\n", "\n", "ds = model_run(zoom=7).to_dask()\n", "\n", "pnts = xr.DataArray(\n", " healpy.ang2pix(get_nside(ds), lons, lats, lonlat=True, nest=get_nest(ds)),\n", " dims=(\"cell\",),\n", " coords={\"lon\": ((\"cell\",), lons), \"lat\": ((\"cell\",), lats)},\n", ")\n", "\n", "ds.v.isel(time=0, cell=pnts).swap_dims({\"cell\": \"lon\"}).plot(x=\"lon\", yincrease=False)" ] } ], "metadata": { "jupytext": { "notebook_metadata_filter": "-jupytext.text_representation.jupytext_version" }, "kernelspec": { "display_name": "1 Python 3 (based on the module python3/2023.01)", "language": "python", "name": "python3_2023_01" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.10" } }, "nbformat": 4, "nbformat_minor": 5 }