{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false",
"tags": []
},
"source": [
"# Mean Sea Level Pressure & Wind Speed at 850 hPa"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{hint} \n",
"Execute the notebook on the training platform >>\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note: this notebook is lightly modified from an existing ECMWF notebook. [See the original ECMWF notebook example](https://github.com/ecmwf/notebook-examples/blob/master/opencharts/medium-mslp-wind850.ipynb)."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "203d5bc1"
},
"source": [
"## Retrieve Data\n",
"This product takes in input 3 parameters :\n",
"\n",
"* [Mean sea level pressure](https://apps.ecmwf.int/codes/grib/param-db/?id=151)\n",
"* [U component of wind](https://apps.ecmwf.int/codes/grib/param-db/?id=131)\n",
"* [V component of wind](https://apps.ecmwf.int/codes/grib/param-db/?id=132)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "29d764aa"
},
"source": [
"In this example, we will use: \n",
"- [**cdsapi**](https://pypi.org/project/cdsapi/) Client to download the data\n",
"- [**ecmwf.data**](https://github.com/ecmwf/ecmwf-data) library to read and process the data \n",
"- [**magpye**](https://magpye.readthedocs.io) to plot the result"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"**Load required libraries**"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import cdsapi\n",
"import ecmwf.data as ecdata\n",
"from magpye import GeoMap"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**[OPTIONAL] Specify URL and Atmosphere Data Store key**\n",
"\n",
"This step is optional as we have already downloaded the data for you. "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"URL='https://ads.atmosphere.copernicus.eu/api/v2'\n",
"KEY='######################################'"
]
},
{
"cell_type": "markdown",
"metadata": {
"Collapsed": "false"
},
"source": [
"
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## CAMS global atmospheric composition forecasts"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"### [OPTIONAL] Retrieve CAMS global atmospheric composition forecasts from the Atmosphere Data Store"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This step is optional as we have already downloaded the data for you. The following two code blocks have been commented out as a result.\n",
"\n",
"Link: https://ads.atmosphere.copernicus.eu/cdsapp#!/dataset/cams-global-atmospheric-composition-forecasts?tab=overview"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> **Variables**: Mean sea level pressure, 10m u-component of wind, 10m v-component of wind
\n",
"> **Type**: Forecasts
\n",
"> **Resolution**: 0.4 deg x 0.4 deg"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"'''\n",
"c = cdsapi.Client(url=URL, key=KEY)\n",
"\n",
"c.retrieve(\n",
" 'cams-global-atmospheric-composition-forecasts',\n",
" {\n",
" 'date': '2021-08-05/2021-08-05',\n",
" 'type': 'forecast',\n",
" 'format': 'grib',\n",
" 'time': '00:00',\n",
" 'variable': [\n",
" 'u_component_of_wind', 'v_component_of_wind',\n",
" ],\n",
" 'leadtime_hour': '12',\n",
" 'pressure_level': '850',\n",
" },\n",
" './20210805_cams_forecast_wind850.grib')\n",
"'''"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"'''\n",
"c.retrieve(\n",
" 'cams-global-atmospheric-composition-forecasts',\n",
" {\n",
" 'date': '2021-08-05/2021-08-05',\n",
" 'type': 'forecast',\n",
" 'format': 'grib',\n",
" 'time': '00:00',\n",
" 'variable': 'mean_sea_level_pressure',\n",
" 'leadtime_hour': '12',\n",
" },\n",
" './20210805_cams_forecast_mslp.grib')\n",
"'''"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"pl_filename = '../data/cams/2021/20210805_cams_forecast_wind850.grib'\n",
"sfc_filename = '../data/cams/2021/20210805_cams_forecast_mslp.grib'"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "a4174d15"
},
"source": [
"## Reading and processing the data\n",
"Now we can use **ecmwf.data** to read the files."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"id": "de9cd84c"
},
"outputs": [],
"source": [
"wind850 = ecdata.read(pl_filename)\n",
"msl = ecdata.read(sfc_filename)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0634c741"
},
"source": [
"The **describe()** function will give us the overview of the dataset. "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "a412b71c",
"outputId": "3caf1112-539d-4f86-ee8a-5daeceabb49e"
},
"outputs": [
{
"data": {
"text/html": [
" \n",
" \n",
" parameter | typeOfLevel | level | date | time | step | paramId | class | stream | type | experimentVersionNumber |
\n",
" u | isobaricInhPa | 850 | 20210805 | 0 | 12 | 131 | mc | oper | fc | 0001 |
---|
v | isobaricInhPa | 850 | 20210805 | 0 | 12 | 132 | mc | oper | fc | 0001 |
\n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"wind850.describe()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "a6aa84a5"
},
"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,
"metadata": {
"id": "5efbbf8e",
"outputId": "ec725a22-6a97-455f-e598-ca806452e0bb"
},
"outputs": [
{
"data": {
"text/html": [
" \n",
" \n",
"
\n",
" shortName | msl |
---|
name | Mean sea level pressure |
---|
paramId | 151 |
---|
units | Pa |
---|
typeOfLevel | surface |
---|
level | 0 |
---|
date | 20210805 |
---|
time | 0 |
---|
step | 12 |
---|
class | mc |
---|
stream | oper |
---|
type | fc |
---|
experimentVersionNumber | 0001 |
\n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"msl.describe('msl')"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ed2fb2ba"
},
"source": [
"We can use **ls()** function to list all the fields in the file we downloaded."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"id": "a5fd311a",
"outputId": "1e6c30f4-1f40-492b-cd69-3e8b49d4d22b"
},
"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",
" gridType | \n",
"
\n",
" \n",
" Message | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" ecmf | \n",
" u | \n",
" isobaricInhPa | \n",
" 850 | \n",
" 20210805 | \n",
" 0 | \n",
" 12 | \n",
" fc | \n",
" regular_ll | \n",
"
\n",
" \n",
" 1 | \n",
" ecmf | \n",
" v | \n",
" isobaricInhPa | \n",
" 850 | \n",
" 20210805 | \n",
" 0 | \n",
" 12 | \n",
" fc | \n",
" regular_ll | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" centre shortName typeOfLevel level dataDate dataTime stepRange \\\n",
"Message \n",
"0 ecmf u isobaricInhPa 850 20210805 0 12 \n",
"1 ecmf v isobaricInhPa 850 20210805 0 12 \n",
"\n",
" dataType gridType \n",
"Message \n",
"0 fc regular_ll \n",
"1 fc regular_ll "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"wind850.ls()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0a530e20"
},
"source": [
"In order to calculate the speed, we need to filter out u and v component and use the **speed()** function for the calculation."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"id": "f406c4f4",
"outputId": "0c391d67-e8b7-45e6-803e-012877c4212a"
},
"outputs": [
{
"data": {
"text/html": [
" \n",
" \n",
" parameter | typeOfLevel | level | date | time | step | paramId | class | stream | type | experimentVersionNumber |
\n",
" ws | isobaricInhPa | 850 | 20210805 | 0 | 12 | 10 | mc | oper | fc | 0001 |
\n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"u = wind850.select(shortName ='u')\n",
"v = wind850.select(shortName ='v')\n",
"speed = ecdata.speed(u,v)\n",
"speed.describe()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "159555ca-424e-46b2-9593-73753893ecc9"
},
"source": [
"Mean sea level pressure data has unites Pa, but we want to plot it in hPa, therefore we need to convert it."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"id": "ff98c821-8441-4882-a1d8-15fce2ce3c47"
},
"outputs": [],
"source": [
"msl /= 100"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "a50e64d0"
},
"source": [
"## Plotting the data\n",
"And finally, we can plot the data on the map. "
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"id": "af353140",
"outputId": "9dc39e7b-3c1c-474f-d455-61d44f5aee78"
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fig = GeoMap(area_name='europe')\n",
"\n",
"fig.coastlines(land_colour=\"cream\",resolution=\"medium\")\n",
"\n",
"fig.contour_shaded(speed, style=\"green_speed\")\n",
"fig.contour_lines(msl, style=\"black_i5\")\n",
"\n",
"fig.coastlines(resolution=\"medium\")\n",
"fig.gridlines()\n",
"\n",
"fig.title([\"Mean sea level pressure and wind speed at 850 hPa\", \n",
" \"START TIME: \",\n",
" \"VALID TIME: , STEP: \"])\n",
"fig.legend()\n",
"fig.footer(\"© European Centre for Medium-Range Weather Forecasts (ECMWF) Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use (https://apps.ecmwf.int/datasets/licences/general/)\", logo='ecmwf')\n",
"fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### References\n",
"* Copernicus Atmosphere Monitoring Service Information 2021\n",
"\n",
"* The code in this notebook was adapted from the following sources:\n",
" * origin: https://github.com/ecmwf/notebook-examples/blob/master/opencharts/medium-mslp-wind850.ipynb\n",
" * copyright: 2020, ECMWF\n",
" * license: Apache-2.0\n",
" * retrieved: 2022-06-28 by Sabrina Szeto"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```{admonition} Return to the case study\n",
"Assessing pre-fire risk with next-generation satellites: Mediterranean Fires Case Study
\n",
"[](med_part1_fig6)\n",
"```"
]
}
],
"metadata": {
"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": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 4
}