Dataset Open Access
Crowdsourced air traffic data from The OpenSky Network 2020 [CC-BY]
Xavier Olive;
Martin Strohmeier;
Jannis Lübbe
JSON Export
{
"files": [
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190101_20190131.csv.gz"
},
"checksum": "md5:f970040f1ed2181a7b7a001c55211300",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190101_20190131.csv.gz",
"type": "gz",
"size": 184000288
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190201_20190228.csv.gz"
},
"checksum": "md5:336baa5ceee0184445666a54c61f5743",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190201_20190228.csv.gz",
"type": "gz",
"size": 171999254
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190301_20190331.csv.gz"
},
"checksum": "md5:702d7e5a15521e6f667aec2dd39fa091",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190301_20190331.csv.gz",
"type": "gz",
"size": 195544862
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190401_20190430.csv.gz"
},
"checksum": "md5:ff94e9dfb097d3fd4bfc9fbbcc1c1afd",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190401_20190430.csv.gz",
"type": "gz",
"size": 204008834
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190501_20190531.csv.gz"
},
"checksum": "md5:b313479fec64ebf41b0fe565a6259b26",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190501_20190531.csv.gz",
"type": "gz",
"size": 218291378
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190601_20190630.csv.gz"
},
"checksum": "md5:779fa26d2486650de4de16886c689ae4",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190601_20190630.csv.gz",
"type": "gz",
"size": 228948894
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190701_20190731.csv.gz"
},
"checksum": "md5:925cec191fd85b531963c6e8e5fc6699",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190701_20190731.csv.gz",
"type": "gz",
"size": 249841094
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190801_20190831.csv.gz"
},
"checksum": "md5:3b90fa2c8fb8021878e8e7f061d0b7df",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190801_20190831.csv.gz",
"type": "gz",
"size": 257941612
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20190901_20190930.csv.gz"
},
"checksum": "md5:3d60ffbbf746551eb7fb2b336e5c6fb4",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20190901_20190930.csv.gz",
"type": "gz",
"size": 234946630
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20191001_20191031.csv.gz"
},
"checksum": "md5:51fa395d700d57e823d23c97a4fadd95",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20191001_20191031.csv.gz",
"type": "gz",
"size": 254086808
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20191101_20191130.csv.gz"
},
"checksum": "md5:0278dbab70c75f3418c350835722e025",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20191101_20191130.csv.gz",
"type": "gz",
"size": 234350583
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20191201_20191231.csv.gz"
},
"checksum": "md5:9493dc8fa6b46fc7bde7615542dc597f",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20191201_20191231.csv.gz",
"type": "gz",
"size": 232935128
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200101_20200131.csv.gz"
},
"checksum": "md5:32b1fd8dafb19ec525adb2283dc436e6",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200101_20200131.csv.gz",
"type": "gz",
"size": 236311186
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200201_20200229.csv.gz"
},
"checksum": "md5:8e791799b48a24e53931d10a0cfa3a00",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200201_20200229.csv.gz",
"type": "gz",
"size": 228580174
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200301_20200331.csv.gz"
},
"checksum": "md5:2fa3d99239a13484ec02bbebb6855089",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200301_20200331.csv.gz",
"type": "gz",
"size": 185830598
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200401_20200430.csv.gz"
},
"checksum": "md5:2c71d6b5c4aae5933ccb649939c67a55",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200401_20200430.csv.gz",
"type": "gz",
"size": 71594403
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200501_20200531.csv.gz"
},
"checksum": "md5:4565a647ebf634053b4370a0a4821f69",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200501_20200531.csv.gz",
"type": "gz",
"size": 92024485
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200601_20200630.csv.gz"
},
"checksum": "md5:6045e0c77f5e4d571cda00335128427a",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200601_20200630.csv.gz",
"type": "gz",
"size": 122542360
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200701_20200731.csv.gz"
},
"checksum": "md5:1877084a1c0cc1ff54cb78b125b56f79",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200701_20200731.csv.gz",
"type": "gz",
"size": 163210831
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200801_20200831.csv.gz"
},
"checksum": "md5:19e9997f6fcbfb7165598588f5e63623",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200801_20200831.csv.gz",
"type": "gz",
"size": 175269113
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20200901_20200930.csv.gz"
},
"checksum": "md5:75e5ae4a94d5f10447c421aa27b5452c",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20200901_20200930.csv.gz",
"type": "gz",
"size": 136524682
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20201001_20201031.csv.gz"
},
"checksum": "md5:1046b8c7435b790359271384bda0a972",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20201001_20201031.csv.gz",
"type": "gz",
"size": 169781341
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20201101_20201130.csv.gz"
},
"checksum": "md5:c92cd09359bfab47a54dabc7973c4cdb",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20201101_20201130.csv.gz",
"type": "gz",
"size": 155764516
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/flightlist_20201201_20201231.csv.gz"
},
"checksum": "md5:d47748305c37044e2528891dce448269",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "flightlist_20201201_20201231.csv.gz",
"type": "gz",
"size": 162515150
},
{
"links": {
"self": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a/readme.md"
},
"checksum": "md5:b8be6bfccb96bce5749b83e2271efd29",
"bucket": "814c4de7-0856-4e34-8069-3e07a825db3a",
"key": "readme.md",
"type": "md",
"size": 1920
}
],
"owners": [
36023
],
"doi": "10.5281/zenodo.4419082",
"stats": {
"version_unique_downloads": 2323.0,
"unique_views": 1042.0,
"views": 1196.0,
"version_views": 9900.0,
"unique_downloads": 385.0,
"version_unique_views": 7466.0,
"volume": 203724985433.0,
"version_downloads": 9648.0,
"downloads": 1140.0,
"version_volume": 1716806481331.0
},
"links": {
"doi": "https://doi.org/10.5281/zenodo.4419082",
"conceptdoi": "https://doi.org/10.5281/zenodo.3931948",
"bucket": "https://zenodo.org/api/files/814c4de7-0856-4e34-8069-3e07a825db3a",
"conceptbadge": "https://zenodo.org/badge/doi/10.5281/zenodo.3931948.svg",
"html": "https://zenodo.org/record/4419082",
"latest_html": "https://zenodo.org/record/5092947",
"badge": "https://zenodo.org/badge/doi/10.5281/zenodo.4419082.svg",
"latest": "https://zenodo.org/api/records/5092947"
},
"conceptdoi": "10.5281/zenodo.3931948",
"created": "2021-01-05T09:11:04.047074+00:00",
"updated": "2021-07-12T15:45:14.799015+00:00",
"conceptrecid": "3931948",
"revision": 9,
"id": 4419082,
"metadata": {
"access_right_category": "success",
"doi": "10.5281/zenodo.4419082",
"description": "<p><strong>Motivation</strong></p>\n\n<p>The data in this dataset is derived and cleaned from the full OpenSky dataset to illustrate the development of air traffic during the COVID-19 pandemic. It spans all flights seen by the network's more than 2500 members since 1 January 2019. More data will be periodically included in the dataset until the end of the COVID-19 pandemic.</p>\n\n<p><strong>License</strong></p>\n\n<p>Creative Commons CC-BY</p>\n\n<p>The only difference with the <a href=\"https://zenodo.org/record/3928550\">original dataset</a> comes from anonymised aircraft information.</p>\n\n<p><strong>Disclaimer</strong></p>\n\n<p>The data provided in the files is provided as is. Despite our best efforts at filtering out potential issues, some information could be erroneous.</p>\n\n<ul>\n\t<li>Origin and destination airports are computed online based on the ADS-B trajectories on approach/takeoff: no crosschecking with external sources of data has been conducted.<br>\n\tFields <strong>origin</strong> or <strong>destination</strong> are empty when no airport could be found.</li>\n\t<li>Aircraft information come from the OpenSky aircraft database. Fields <strong>typecode</strong> and <strong>registration</strong> are empty when the aircraft is not present in the database.</li>\n</ul>\n\n<p><strong>Description of the dataset</strong></p>\n\n<p>One file per month is provided as a csv file with the following features:</p>\n\n<ul>\n\t<li><strong>callsign</strong>: the identifier of the flight displayed on ATC screens (usually the first three letters are reserved for an airline: AFR for Air France, DLH for Lufthansa, etc.)</li>\n\t<li><strong>number</strong>: the commercial number of the flight, when available (the matching with the callsign comes from public open API)</li>\n\t<li><strong>aircraft_uid</strong>: a unique anonymised identifier for aircraft;</li>\n\t<li><strong>typecode</strong>: the aircraft model type (when available);</li>\n\t<li><strong>origin</strong>: a four letter code for the origin airport of the flight (when available);</li>\n\t<li><strong>destination</strong>: a four letter code for the destination airport of the flight (when available);</li>\n\t<li><strong>firstseen</strong>: the UTC timestamp of the first message received by the OpenSky Network;</li>\n\t<li><strong>lastseen</strong>: the UTC timestamp of the last message received by the OpenSky Network;</li>\n\t<li><strong>day</strong>: the UTC day of the last message received by the OpenSky Network;</li>\n\t<li><strong>latitude_1</strong>, <strong>longitude_1</strong>, <strong>altitude_1</strong>: the first detected position of the aircraft;</li>\n\t<li><strong>latitude_2</strong>, <strong>longitude_2</strong>, <strong>altitude_2</strong>: the last detected position of the aircraft.</li>\n</ul>\n\n<p><strong>Examples</strong></p>\n\n<p>Possible visualisations and a more detailed description of the data are available at the following page:<br>\n<<a href=\"https://traffic-viz.github.io/scenarios/covid19.html\">https://traffic-viz.github.io/scenarios/covid19.html</a>></p>\n\n<p><strong>Credit</strong></p>\n\n<p>If you use this dataset, please cite the original OpenSky paper:</p>\n\n<p>Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.<br>\n"Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research".<br>\nIn<em> Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN)</em>, pages 83-94, April 2014.</p>\n\n<p>and the traffic library used to derive the data:</p>\n\n<p>Xavier Olive.<br>\n"traffic, a toolbox for processing and analysing air traffic data."<br>\n<em>Journal of Open Source Software</em> 4(39), July 2019.</p>",
"language": "eng",
"title": "Crowdsourced air traffic data from The OpenSky Network 2020 [CC-BY]",
"license": {
"id": "CC-BY-4.0"
},
"relations": {
"version": [
{
"count": 12,
"index": 5,
"parent": {
"pid_type": "recid",
"pid_value": "3931948"
},
"is_last": false,
"last_child": {
"pid_type": "recid",
"pid_value": "5092947"
}
}
]
},
"communities": [
{
"id": "covid-19"
},
{
"id": "zenodo"
}
],
"version": "v20.12",
"keywords": [
"aviation",
"flightlist",
"ads-b",
"covid19"
],
"publication_date": "2021-01-05",
"creators": [
{
"orcid": "0000-0002-2335-5774",
"name": "Xavier Olive"
},
{
"orcid": "0000-0002-1936-0933",
"name": "Martin Strohmeier"
},
{
"name": "Jannis L\u00fcbbe"
}
],
"access_right": "open",
"resource_type": {
"type": "dataset",
"title": "Dataset"
},
"related_identifiers": [
{
"scheme": "doi",
"identifier": "10.5281/zenodo.3931948",
"relation": "isVersionOf"
}
]
}
}
9,900
9,648
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 9,900 | 1,196 |
| Downloads | 9,648 | 1,140 |
| Data volume | 1.7 TB | 203.7 GB |
| Unique views | 7,466 | 1,042 |
| Unique downloads | 2,323 | 385 |
Indexed in
- Publication date:
- January 5, 2021
- DOI:
-
- Keyword(s):
- aviation flightlist ads-b covid19
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International