{
"cells": [
{
"cell_type": "markdown",
"id": "755e5ec3",
"metadata": {
"tags": [
"open_data",
"probabilities"
]
},
"source": [
"
\n",
"

\n",
"
\n",
"\n",
"# \tProbabilities: significant wave height"
]
},
{
"cell_type": "markdown",
"id": "224f7469-7ad8-4910-8a7f-583df109f649",
"metadata": {},
"source": [
"This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n",
"The original product can be found on this link: https://charts.ecmwf.int/products/medium-swh-probability \n"
]
},
{
"cell_type": "markdown",
"id": "374a552c-6803-4965-9b32-d80c18c345a7",
"metadata": {},
"source": [
"\n",
"
\n",
"
\n",
"
"
]
},
{
"cell_type": "markdown",
"id": "ead0d413",
"metadata": {},
"source": [
"The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n",
"\n",
"Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n",
"\n",
" In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n",
"\n",
"To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)."
]
},
{
"cell_type": "markdown",
"id": "e0ed2744",
"metadata": {},
"source": [
"## Retrieve Data\n",
"This product takes in input one of these 4 parameters:\n",
"\n",
"* [Significant wave height of at least 2 m](https://codes.ecmwf.int/grib/param-db/131074)\n",
"* [Significant wave height of at least 4 m](https://codes.ecmwf.int/grib/param-db/131075)\n",
"* [Significant wave height of at least 6 m](https://codes.ecmwf.int/grib/param-db/131076)\n",
"* [Significant wave height of at least 8 m](https://codes.ecmwf.int/grib/param-db/131077)\n",
"\n",
"These are already calculated probabilities, so no need to download all ensemble members."
]
},
{
"cell_type": "markdown",
"id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06",
"metadata": {},
"source": [
"In this example, we will use: \n",
"- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n",
"- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data "
]
},
{
"cell_type": "markdown",
"id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448",
"metadata": {},
"source": [
"First we need to install them in the current Jupyter kernel: \n",
"\n",
"Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n",
"
\n",
"\n",
"Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next cell.\n",
"
"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": [
"install"
]
},
"outputs": [],
"source": [
"#!pip install ecmwf-opendata metview metview-python"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "4395a25e",
"metadata": {
"tags": [
"import"
]
},
"outputs": [],
"source": [
"import metview as mv\n",
"from ecmwf.opendata import Client"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "7c429eff",
"metadata": {},
"outputs": [],
"source": [
"client = Client(\"ecmwf\", beta=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "db6fd2e8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'medium-swh-probability.grib'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"parameters = ['swhg2', 'swhg4', 'swhg6', 'swhg8']\n",
"filename = 'medium-swh-probability.grib'\n",
"filename"
]
},
{
"cell_type": "markdown",
"id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4",
"metadata": {},
"source": [
"Setting date to 0 will download today's data. \n",
"Removing date and time altogether from the request will download the latest data. \n",
"Try commenting out date and time to download latest forecast!"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "51a980a6",
"metadata": {
"tags": [
"download"
]
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"20241223000000-240h-waef-ep.grib2: 0%| | 0.00/759k [00:00, ?B/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"client.retrieve(\n",
" date=-1,\n",
" time=0,\n",
" step=48,\n",
" stream=\"waef\",\n",
" type='ep',\n",
" levtype=\"sfc\",\n",
" param=parameters,\n",
" target=filename\n",
")"
]
},
{
"cell_type": "markdown",
"id": "65f5dd51",
"metadata": {},
"source": [
"## Reading and processing the data\n",
"Now we can use **ecmwf.data** to read the file."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "5e7ceda3",
"metadata": {},
"outputs": [],
"source": [
"data = mv.read(filename)"
]
},
{
"cell_type": "markdown",
"id": "cfc536bc",
"metadata": {},
"source": [
"The **describe()** function will give us the overview of the dataset. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "61e65089",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" \n",
" | parameter | typeOfLevel | level | date | time | step | number | paramId | class | stream | type | experimentVersionNumber |
\n",
" | swhg2 | meanSea | 0 | 20241223 | 0 | 48 | None | 131074 | od | waef | ep | 0001 |
|---|
| swhg4 | meanSea | 0 | 20241223 | 0 | 48 | None | 131075 | od | waef | ep | 0001 |
|---|
| swhg6 | meanSea | 0 | 20241223 | 0 | 48 | None | 131076 | od | waef | ep | 0001 |
|---|
| swhg8 | meanSea | 0 | 20241223 | 0 | 48 | None | 131077 | od | waef | ep | 0001 |
\n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.describe()"
]
},
{
"cell_type": "markdown",
"id": "c2bddc76-50ea-44cc-8728-506be1232235",
"metadata": {},
"source": [
"And an overview of one parameter, where we can see more information, such as units or type of level."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "9ac51194-5380-470a-83ba-1d351c2cfeca",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" \n",
"
\n",
" | shortName | swhg4 |
|---|
| name | Significant wave height of at least 4 m |
|---|
| paramId | 131075 |
|---|
| units | % |
|---|
| typeOfLevel | meanSea |
|---|
| level | 0 |
|---|
| date | 20241223 |
|---|
| time | 0 |
|---|
| step | 48 |
|---|
| number | None |
|---|
| class | od |
|---|
| stream | waef |
|---|
| type | ep |
|---|
| experimentVersionNumber | 0001 |
\n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.describe('swhg4')"
]
},
{
"cell_type": "markdown",
"id": "6c03429c",
"metadata": {},
"source": [
"We can use **ls()** function to list all the fields in the file we downloaded."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "f955b02e",
"metadata": {
"scrolled": true,
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" centre | \n",
" shortName | \n",
" typeOfLevel | \n",
" level | \n",
" dataDate | \n",
" dataTime | \n",
" stepRange | \n",
" dataType | \n",
" number | \n",
" gridType | \n",
"
\n",
" \n",
" | Message | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" ecmf | \n",
" swhg4 | \n",
" meanSea | \n",
" 0 | \n",
" 20241223 | \n",
" 0 | \n",
" 48 | \n",
" ep | \n",
" None | \n",
" regular_ll | \n",
"
\n",
" \n",
" | 1 | \n",
" ecmf | \n",
" swhg6 | \n",
" meanSea | \n",
" 0 | \n",
" 20241223 | \n",
" 0 | \n",
" 48 | \n",
" ep | \n",
" None | \n",
" regular_ll | \n",
"
\n",
" \n",
" | 2 | \n",
" ecmf | \n",
" swhg2 | \n",
" meanSea | \n",
" 0 | \n",
" 20241223 | \n",
" 0 | \n",
" 48 | \n",
" ep | \n",
" None | \n",
" regular_ll | \n",
"
\n",
" \n",
" | 3 | \n",
" ecmf | \n",
" swhg8 | \n",
" meanSea | \n",
" 0 | \n",
" 20241223 | \n",
" 0 | \n",
" 48 | \n",
" ep | \n",
" None | \n",
" regular_ll | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" centre shortName typeOfLevel level dataDate dataTime stepRange \\\n",
"Message \n",
"0 ecmf swhg4 meanSea 0 20241223 0 48 \n",
"1 ecmf swhg6 meanSea 0 20241223 0 48 \n",
"2 ecmf swhg2 meanSea 0 20241223 0 48 \n",
"3 ecmf swhg8 meanSea 0 20241223 0 48 \n",
"\n",
" dataType number gridType \n",
"Message \n",
"0 ep None regular_ll \n",
"1 ep None regular_ll \n",
"2 ep None regular_ll \n",
"3 ep None regular_ll "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.ls()"
]
},
{
"cell_type": "markdown",
"id": "2a1e1793-f8ef-41dc-8c69-22dacb13c705",
"metadata": {},
"source": [
"The grib file contains all the parameters, and we will use the **select()** function to filter what we need. \n",
"Feel free to use **describe()** to inspect the other filtered fields."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "4cc99a54-01e0-46eb-af53-b64fda70e042",
"metadata": {},
"outputs": [],
"source": [
"swhg4 = data.select(shortName = 'swhg4')"
]
},
{
"cell_type": "markdown",
"id": "d48c59e5",
"metadata": {},
"source": [
"## Plotting the data\n",
"And finally, we can plot the data on the map. "
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "03f7aa46",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# define coastlines\n",
"coast = mv.mcoast(\n",
" map_coastline_colour=\"charcoal\",\n",
" map_coastline_resolution=\"medium\",\n",
" map_coastline_land_shade=\"on\",\n",
" map_coastline_land_shade_colour=\"cream\",\n",
" map_coastline_sea_shade=\"off\",\n",
" map_boundaries=\"on\",\n",
" map_boundaries_colour= \"charcoal\",\n",
" map_boundaries_thickness = 1,\n",
" map_disputed_boundaries = \"off\",\n",
" map_grid_colour=\"tan\",\n",
" map_label_height=0.35,\n",
")\n",
"\n",
"# define view\n",
"view = mv.geoview(\n",
" area_mode=\"name\",\n",
" area_name=\"europe\",\n",
" coastlines=coast\n",
")\n",
"\n",
"#define styles\n",
"swhg4_shade = mv.mcont(legend= \"on\",\n",
" contour_automatics_settings = \"style_name\",\n",
" contour_style_name = \"sh_blup_f0t100lst\")\n",
"\n",
"title = mv.mtext(\n",
" text_lines=[\"Probabilities: significant wave height > 4 m\", \n",
" \"START TIME: \",\n",
" \"VALID TIME: , STEP: \"],\n",
" text_font_size=0.4,\n",
" text_colour = 'charcoal')\n",
"\n",
"ecmwf_text = mv.mtext( \n",
" text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n",
" \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n",
" \"https://apps.ecmwf.int/datasets/licences/general/\"],\n",
" text_justification = 'center',\n",
" text_font_size = 0.3,\n",
" text_mode = \"positional\",\n",
" text_box_x_position = 6.,\n",
" text_box_y_position = -0.2,\n",
" text_box_x_length = 8,\n",
" text_box_y_length = 2,\n",
" text_colour = 'charcoal')\n",
"\n",
"# generate plot\n",
"mv.setoutput('jupyter', plot_widget=False)\n",
"mv.plot(view, swhg4, swhg4_shade, title, ecmwf_text)"
]
},
{
"cell_type": "markdown",
"id": "0813538b-be17-49c8-a6b0-c70634d6114d",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": []
},
"source": [
"To generate the png file you can run the following cell."
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "961a379f-c8cd-4313-9169-48692f483c39",
"metadata": {
"editable": true,
"slideshow": {
"slide_type": ""
},
"tags": [
"png"
]
},
"outputs": [],
"source": [
"png = mv.png_output(\n",
" output_name = \"medium-swh-probability\", # specify relative or full path\n",
" output_title = \"medium-swh-probability\", # title used by a viewer\n",
" output_width = 1000, # set width in pixels\n",
")\n",
"mv.setoutput(png)\n",
"mv.plot(view, swhg4, swhg4_shade, title, ecmwf_text)"
]
},
{
"cell_type": "markdown",
"id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4",
"metadata": {},
"source": [
"Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n",
"Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid."
]
}
],
"metadata": {
"author": "Milana Vuckovic",
"content_type": "Software & code",
"data_access": "ecmwf-opendata",
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
}