├── logo_hackathon.jpeg
├── README.md
└── notebooks
├── heatwave.ipynb
└── eunice.ipynb
/logo_hackathon.jpeg:
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https://raw.githubusercontent.com/vismethack/challenges/HEAD/logo_hackathon.jpeg
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/README.md:
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1 | # ECMWF Hackathon 2022: Visualising Meteorological Data
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8 | The aim of the #VisMetHack @ECMWF 2022 is to explore how meteorological data, weather and climate, can be visualised to be more **useable, understandable and impactful** for users and the broader public. The hackathon will take place in-person at the ECMWF headquarter in Reading UK on 11-12 June 2022.
9 |
10 | This is not your usual Hackathon. We are looking for a wide range of experience to help with the challenges, ideas and projects. If you are a coder, designer, data wrangler, meteorologist, storyteller, journalist... or just have an interest in meteorological data and visualisation this is the event for you.
11 |
12 |
13 |
14 | ## Challenges
15 | The hackathon has four challenge categories:
16 |
17 | ### Visualising data - #VisData
18 | Show your ideas how you would visualise ECMWF data better.
19 | [>> See proposed challenges under this category](https://github.com/vismethack/challenges/issues?q=is%3Aissue+is%3Aopen+label%3A%23VisData)
20 |
21 | ### Telling stories with data - #StorytellingData
22 | Dive into visual storytelling and tell us a visual story about weather or climate.
23 | [>> See proposed challenges under this category](https://github.com/vismethack/challenges/issues?q=is%3Aissue+is%3Aopen+label%3A%23StorytellingData)
24 |
25 | ### Data processing - #101MemberEnsemble
26 | Get your hands on massive amounts of multi-dimensional data and show us how you would visualise 101 ensemble members.
27 | [>> See proposed challenges under this category](https://github.com/vismethack/challenges/issues?q=is%3Aissue+is%3Aopen+label%3A%23101MemberEnsemble)
28 |
29 | ### Open - #OpenHack
30 | Submit your own challenge idea related to *Visualising Meteorological Data*.
31 | [>> Submit your challenge as a new issue](https://github.com/vismethack/challenges/issues)
32 |
33 | ## How it works
34 | Browse through the proposed challenges [here](https://github.com/vismethack/challenges/issues), indicate your interest in the challenge and / or ask clarifying questions. At the same time, it is a great space for you to engage with fellow hackathon attendees before the hackathon weekend and to look for team members with which you work on the challenge during the hackathon weekend together.
35 |
36 | ## Useful data
37 | Some example data: https://get.ecmwf.int/#browse/browse:vishackathon
38 | ECMWF OPEN DATA: https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time
39 | ECMWF open-data API: https://github.com/ecmwf/ecmwf-opendata
40 | Climate data store: https://cds.climate.copernicus.eu/#!/home - Climate and environmetal data
41 | DWD open data portal: https://dwd-geoportal.de/
42 | 1km dataset on ZENODO: https://doi.org/10.5281/zenodo.6633929
43 |
44 |
45 | ## Further links
46 | * [Hackathon 2022: Visualising Meteorological Data](https://events.ecmwf.int/event/305/)
47 | * [Registration form](https://events.ecmwf.int/event/305/registrations/189/)
48 |
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/notebooks/heatwave.ipynb:
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1 | {
2 | "cells": [
3 | {
4 | "attachments": {
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"
7 | }
8 | },
9 | "cell_type": "markdown",
10 | "id": "arranged-pavilion",
11 | "metadata": {},
12 | "source": [
13 | "\n",
14 | "\n",
15 | "## Europe heatwave 2019\n",
16 | "This notebooks should help participants to use the data from dataset for the heatwave in Europe from July 2019."
17 | ]
18 | },
19 | {
20 | "cell_type": "markdown",
21 | "id": "bridal-honor",
22 | "metadata": {},
23 | "source": [
24 | "All the files are on ECMWF public server on this link: https://get.ecmwf.int/#browse/browse:vishackathon:heathwave and can be browsed or downloaded. \n",
25 | "All the data can be manually downloaded from here: https://get.ecmwf.int/service/rest/repository/browse/vishackathon/heathwave//eunice/grib/ "
26 | ]
27 | },
28 | {
29 | "cell_type": "markdown",
30 | "id": "friendly-powell",
31 | "metadata": {},
32 | "source": [
33 | "## Download the data\n",
34 | "Here's an example to download one file from grib directory using Python requests library. \n",
35 | "Other tools such as wget or curl can be used as well."
36 | ]
37 | },
38 | {
39 | "cell_type": "code",
40 | "execution_count": 5,
41 | "id": "sound-rotation",
42 | "metadata": {},
43 | "outputs": [
44 | {
45 | "name": "stdout",
46 | "output_type": "stream",
47 | "text": [
48 | "https://get.ecmwf.int/repository/vishackathon/heathwave/heatwave_europe_2t_hr.grib\n"
49 | ]
50 | }
51 | ],
52 | "source": [
53 | "import requests\n",
54 | "filename = \"heatwave_europe_2t_hr.grib\"\n",
55 | "url = f\"https://get.ecmwf.int/repository/vishackathon/heathwave/{filename}\"\n",
56 | "r = requests.get(url)\n",
57 | "with open(filename, 'wb') as file:\n",
58 | " file.write(r.content)"
59 | ]
60 | }
61 | ],
62 | "metadata": {
63 | "kernelspec": {
64 | "display_name": "Python 3",
65 | "language": "python",
66 | "name": "python3"
67 | },
68 | "language_info": {
69 | "codemirror_mode": {
70 | "name": "ipython",
71 | "version": 3
72 | },
73 | "file_extension": ".py",
74 | "mimetype": "text/x-python",
75 | "name": "python",
76 | "nbconvert_exporter": "python",
77 | "pygments_lexer": "ipython3",
78 | "version": "3.8.8"
79 | }
80 | },
81 | "nbformat": 4,
82 | "nbformat_minor": 5
83 | }
84 |
--------------------------------------------------------------------------------
/notebooks/eunice.ipynb:
--------------------------------------------------------------------------------
1 | {
2 | "cells": [
3 | {
4 | "attachments": {
5 | "logo_hackathon.jpeg": {
6 | "image/jpeg": 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"
7 | }
8 | },
9 | "cell_type": "markdown",
10 | "id": "political-ceramic",
11 | "metadata": {},
12 | "source": [
13 | "\n",
14 | "\n",
15 | "## Storm Eunice 2022\n",
16 | "This notebooks should help participants to use the data from dataset for the storm Eunice from February 2022."
17 | ]
18 | },
19 | {
20 | "cell_type": "markdown",
21 | "id": "multiple-allocation",
22 | "metadata": {},
23 | "source": [
24 | "All the files are on ECMWF public server on this link: https://get.ecmwf.int/#browse/browse:vishackathon:eunice and can be browsed or downloaded. \n",
25 | "Grib data can be manually downloaded from here: https://get.ecmwf.int/service/rest/repository/browse/vishackathon/eunice/grib/ \n",
26 | "And netcdf data from here: https://get.ecmwf.int/service/rest/repository/browse/vishackathon/eunice/netcdf/"
27 | ]
28 | },
29 | {
30 | "cell_type": "markdown",
31 | "id": "active-opportunity",
32 | "metadata": {},
33 | "source": [
34 | "Raw ECMWF data is in different units than some user might be used to. For example temperature is in Kelvins and mean sea level is in Pascals. Precipitation data is also stored as accumulated parameter. \n",
35 | "For this hackathon we have converted those into convenient units (C, hPa) and deacumulated precipitation. \n",
36 | "For the experienced users, we have also provided the file with the raw data in grib format."
37 | ]
38 | },
39 | {
40 | "cell_type": "markdown",
41 | "id": "heavy-alias",
42 | "metadata": {},
43 | "source": [
44 | "## Download the data\n",
45 | "Here's an example to download one file from grib directory using Python requests library. \n",
46 | "Other tools such as wget or curl can be used as well."
47 | ]
48 | },
49 | {
50 | "cell_type": "code",
51 | "execution_count": 2,
52 | "id": "nearby-colonial",
53 | "metadata": {},
54 | "outputs": [],
55 | "source": [
56 | "import requests\n",
57 | "filename = \"eunice_10fg_fc_sfc.grib\"\n",
58 | "url = f\"https://get.ecmwf.int/repository/vishackathon/eunice/grib/{filename}\"\n",
59 | "r = requests.get(url)\n",
60 | "with open(filename, 'wb') as file:\n",
61 | " file.write(r.content)"
62 | ]
63 | }
64 | ],
65 | "metadata": {
66 | "kernelspec": {
67 | "display_name": "Python 3",
68 | "language": "python",
69 | "name": "python3"
70 | },
71 | "language_info": {
72 | "codemirror_mode": {
73 | "name": "ipython",
74 | "version": 3
75 | },
76 | "file_extension": ".py",
77 | "mimetype": "text/x-python",
78 | "name": "python",
79 | "nbconvert_exporter": "python",
80 | "pygments_lexer": "ipython3",
81 | "version": "3.8.8"
82 | }
83 | },
84 | "nbformat": 4,
85 | "nbformat_minor": 5
86 | }
87 |
--------------------------------------------------------------------------------