Dataset Open Access
Crowdsourced air traffic data from The OpenSky Network 2020 [CC-BY]
Xavier Olive;
Martin Strohmeier;
Jannis Lübbe
MARC21 XML Export
<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
<leader>00000nmm##2200000uu#4500</leader>
<datafield tag="041" ind1=" " ind2=" ">
<subfield code="a">eng</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">aviation</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">flightlist</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">ads-b</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">covid19</subfield>
</datafield>
<controlfield tag="005">20210712154514.0</controlfield>
<controlfield tag="001">4419082</controlfield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="0">(orcid)0000-0002-1936-0933</subfield>
<subfield code="a">Martin Strohmeier</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Jannis Lübbe</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">184000288</subfield>
<subfield code="z">md5:f970040f1ed2181a7b7a001c55211300</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190101_20190131.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">171999254</subfield>
<subfield code="z">md5:336baa5ceee0184445666a54c61f5743</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190201_20190228.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">195544862</subfield>
<subfield code="z">md5:702d7e5a15521e6f667aec2dd39fa091</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190301_20190331.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">204008834</subfield>
<subfield code="z">md5:ff94e9dfb097d3fd4bfc9fbbcc1c1afd</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190401_20190430.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">218291378</subfield>
<subfield code="z">md5:b313479fec64ebf41b0fe565a6259b26</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190501_20190531.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">228948894</subfield>
<subfield code="z">md5:779fa26d2486650de4de16886c689ae4</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190601_20190630.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">249841094</subfield>
<subfield code="z">md5:925cec191fd85b531963c6e8e5fc6699</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190701_20190731.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">257941612</subfield>
<subfield code="z">md5:3b90fa2c8fb8021878e8e7f061d0b7df</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190801_20190831.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">234946630</subfield>
<subfield code="z">md5:3d60ffbbf746551eb7fb2b336e5c6fb4</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20190901_20190930.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">254086808</subfield>
<subfield code="z">md5:51fa395d700d57e823d23c97a4fadd95</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20191001_20191031.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">234350583</subfield>
<subfield code="z">md5:0278dbab70c75f3418c350835722e025</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20191101_20191130.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">232935128</subfield>
<subfield code="z">md5:9493dc8fa6b46fc7bde7615542dc597f</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20191201_20191231.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">236311186</subfield>
<subfield code="z">md5:32b1fd8dafb19ec525adb2283dc436e6</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200101_20200131.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">228580174</subfield>
<subfield code="z">md5:8e791799b48a24e53931d10a0cfa3a00</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200201_20200229.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">185830598</subfield>
<subfield code="z">md5:2fa3d99239a13484ec02bbebb6855089</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200301_20200331.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">71594403</subfield>
<subfield code="z">md5:2c71d6b5c4aae5933ccb649939c67a55</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200401_20200430.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">92024485</subfield>
<subfield code="z">md5:4565a647ebf634053b4370a0a4821f69</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200501_20200531.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">122542360</subfield>
<subfield code="z">md5:6045e0c77f5e4d571cda00335128427a</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200601_20200630.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">163210831</subfield>
<subfield code="z">md5:1877084a1c0cc1ff54cb78b125b56f79</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200701_20200731.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">175269113</subfield>
<subfield code="z">md5:19e9997f6fcbfb7165598588f5e63623</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200801_20200831.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">136524682</subfield>
<subfield code="z">md5:75e5ae4a94d5f10447c421aa27b5452c</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20200901_20200930.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">169781341</subfield>
<subfield code="z">md5:1046b8c7435b790359271384bda0a972</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20201001_20201031.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">155764516</subfield>
<subfield code="z">md5:c92cd09359bfab47a54dabc7973c4cdb</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20201101_20201130.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">162515150</subfield>
<subfield code="z">md5:d47748305c37044e2528891dce448269</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/flightlist_20201201_20201231.csv.gz</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">1920</subfield>
<subfield code="z">md5:b8be6bfccb96bce5749b83e2271efd29</subfield>
<subfield code="u">https://zenodo.org/record/4419082/files/readme.md</subfield>
</datafield>
<datafield tag="542" ind1=" " ind2=" ">
<subfield code="l">open</subfield>
</datafield>
<datafield tag="260" ind1=" " ind2=" ">
<subfield code="c">2021-01-05</subfield>
</datafield>
<datafield tag="909" ind1="C" ind2="O">
<subfield code="p">openaire_data</subfield>
<subfield code="p">user-covid-19</subfield>
<subfield code="p">user-zenodo</subfield>
<subfield code="o">oai:zenodo.org:4419082</subfield>
</datafield>
<datafield tag="100" ind1=" " ind2=" ">
<subfield code="0">(orcid)0000-0002-2335-5774</subfield>
<subfield code="a">Xavier Olive</subfield>
</datafield>
<datafield tag="245" ind1=" " ind2=" ">
<subfield code="a">Crowdsourced air traffic data from The OpenSky Network 2020 [CC-BY]</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-covid-19</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-zenodo</subfield>
</datafield>
<datafield tag="540" ind1=" " ind2=" ">
<subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
<subfield code="a">Creative Commons Attribution 4.0 International</subfield>
</datafield>
<datafield tag="650" ind1="1" ind2="7">
<subfield code="a">cc-by</subfield>
<subfield code="2">opendefinition.org</subfield>
</datafield>
<datafield tag="520" ind1=" " ind2=" ">
<subfield code="a"><p><strong>Motivation</strong></p>
<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&#39;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>
<p><strong>License</strong></p>
<p>Creative Commons CC-BY</p>
<p>The only difference with the <a href="https://zenodo.org/record/3928550">original dataset</a> comes from anonymised aircraft information.</p>
<p><strong>Disclaimer</strong></p>
<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>
<ul>
<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>
Fields <strong>origin</strong> or <strong>destination</strong> are empty when no airport could be found.</li>
<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>
</ul>
<p><strong>Description of the dataset</strong></p>
<p>One file per month is provided as a csv file with the following features:</p>
<ul>
<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>
<li><strong>number</strong>: the commercial number of the flight, when available (the matching with the callsign comes from public open API)</li>
<li><strong>aircraft_uid</strong>: a unique anonymised identifier for aircraft;</li>
<li><strong>typecode</strong>: the aircraft model type (when available);</li>
<li><strong>origin</strong>: a four letter code for the origin airport of the flight (when available);</li>
<li><strong>destination</strong>: a four letter code for the destination airport of the flight (when available);</li>
<li><strong>firstseen</strong>: the UTC timestamp of the first message received by the OpenSky Network;</li>
<li><strong>lastseen</strong>: the UTC timestamp of the last message received by the OpenSky Network;</li>
<li><strong>day</strong>: the UTC day of the last message received by the OpenSky Network;</li>
<li><strong>latitude_1</strong>, <strong>longitude_1</strong>, <strong>altitude_1</strong>: the first detected position of the aircraft;</li>
<li><strong>latitude_2</strong>, <strong>longitude_2</strong>, <strong>altitude_2</strong>: the last detected position of the aircraft.</li>
</ul>
<p><strong>Examples</strong></p>
<p>Possible visualisations and a more detailed description of the data are available at the following page:<br>
&lt;<a href="https://traffic-viz.github.io/scenarios/covid19.html">https://traffic-viz.github.io/scenarios/covid19.html</a>&gt;</p>
<p><strong>Credit</strong></p>
<p>If you use this dataset, please cite the original OpenSky paper:</p>
<p>Matthias Sch&auml;fer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.<br>
&quot;Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research&quot;.<br>
In<em> Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN)</em>, pages 83-94, April 2014.</p>
<p>and the traffic library used to derive the data:</p>
<p>Xavier Olive.<br>
&quot;traffic, a toolbox for processing and analysing air traffic data.&quot;<br>
<em>Journal of Open Source Software</em> 4(39), July 2019.</p></subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="n">doi</subfield>
<subfield code="i">isVersionOf</subfield>
<subfield code="a">10.5281/zenodo.3931948</subfield>
</datafield>
<datafield tag="024" ind1=" " ind2=" ">
<subfield code="a">10.5281/zenodo.4419082</subfield>
<subfield code="2">doi</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">dataset</subfield>
</datafield>
</record>
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