Catalogue of Life Data Products: A Versioned and Citable Corpus hash://sha256/226e8363d45eb2dd30c7ec34b8bc1bb8ebe2851dd50dfe56e8ea32807b80259f hash://md5/ca8efd8038e1bc41eb88775844b58f4d

The Catalogue of Life "[...]  is a collaboration bringing together the effort and contributions of taxonomists and informaticians from around the world. COL aims to address the needs of researchers, policy-makers, environmental managers and the wider public for a consistent and up-to-date listing of all the world’s known species. COL also supports those who need to manage their own taxonomic information and species lists.[...]" [1,2]

This data publication contains a description of a versioned corpus of data products provided by the Catalogue of Life through download links at https://download.checklistbank.org/col . Note that only the provenance information is published in this Zenodo publication and the associated data archives are expected to be available through https://linker.bio, https://catalogueoflife.org or other, yet to be created, data archives.

To retrieve the entire corpus, please run [3,4]:

preston verify\
--remote https://linker.bio,https://zenodo.org/records/12585613/files/\
--anchor hash://sha256/226e8363d45eb2dd30c7ec34b8bc1bb8ebe2851dd50dfe56e8ea32807b80259f

which is expected to produce output with each line containing "OK" and "CONTENT_PRESENT_VALID_HASH". An example of such a line is shown below.

hash://sha256/e1d24604250c257a2206763c59fbca41e35aac764fe8ae507cf706d1d1d09dda [...]/data/e1/d2/e1d24604250c257a2206763c59fbca41e35aac764fe8ae507cf706d1d1d09dda OK CONTENT_PRESENT_VALID_HASH 8138 hash://sha256/e1d24604250c257a2206763c59fbca41e35aac764fe8ae507cf706d1d1d09dda

Tracked Resources

preston alias\ -l tsv\
--remote https://linker.bio,https://zenodo.org/records/12585613/files/\
--anchor hash://sha256/226e8363d45eb2dd30c7ec34b8bc1bb8ebe2851dd50dfe56e8ea32807b80259f\ | cut -f1,3 > resource.tsv

produced the following list of described CoL resources and their observed content ids.

resource
content id

https://download.checklistbank.org/col/latest_coldp.zip
hash://sha256/cf1d72f769e207fb60ae39542dc5841fca8828758471d1a91bc0e105c2b45385

https://download.checklistbank.org/col/latest_dwca.zip
hash://sha256/f5a69e3bf39f793c531a01bae7b301a894bdf4344c3daad1ca764a3e5d1fbde6

https://download.checklistbank.org/col/latest_txtree.zip
hash://sha256/00e223d07d4ca653e444b8760dc46325833476f406f1428a6d6c34729f608c22

https://download.checklistbank.org/col/legacy_id_map.tsv
hash://sha256/6f98d40b644ad57365b0dc2ebf0df341e8245d1e7bf3b69214d868df64b19324

https://download.checklistbank.org/col/legacy_id_map.zip
hash://sha256/1734f7b1d3c9526bc79292567406f43072a7e1ff6c1dba14e23077a759f8a9c7

https://download.checklistbank.org/col/annual/2005_mysql.sql.gz
hash://sha256/8c24fcc2e358d4043de72ebdc3a86975f298b876335f5ca916fbbd45a3db6304

https://download.checklistbank.org/col/annual/2006_mysql.sql.gz
hash://sha256/aa7d61466f4a9048c4d6596cefb5c50df9de0e9a66235e529b6caf03c498603b

https://download.checklistbank.org/col/annual/2007_mysql.sql.gz
hash://sha256/2e101de06aa6d07c43baf978feef3cdf1737ee42db3e9d62203409678f07493d

https://download.checklistbank.org/col/annual/2008_mysql.sql.gz
hash://sha256/808f34a5a4fdae05d85e209c4c1733c62ee5b8a1b7b27857496533d9d32752af

https://download.checklistbank.org/col/annual/2009_mysql.sql.gz
hash://sha256/4b1b2bab00f6a9ec232b19ce9d7a184055c7808ef7d83f6f81eab8ed0bb43646

https://download.checklistbank.org/col/annual/2010_mysql.sql.gz
hash://sha256/f18b9bbd97c55655d02f4119827ecd76384145deda802aefc14c3cb43c66e010

https://download.checklistbank.org/col/annual/2011_mysql.sql.gz
hash://sha256/ac07f76c457496c06b7e8d420719e0847a508ac35d6cb927d7afbca9d71b19bb

https://download.checklistbank.org/col/annual/2012_dwca.zip
hash://sha256/36a6e36f680ee7c7ad8e0d72fef8ad766daef39d43599d61835eabc4793a7818

https://download.checklistbank.org/col/annual/2012_mysql.sql.gz
hash://sha256/92aeab2f701e71eb2d781377a711080e8f27f7676d83e100b2171796499a2f9d

https://download.checklistbank.org/col/annual/2013_dwca.zip
hash://sha256/1ff08e5cba9f8b475a969b1bc9e05e5a64842ada7422037ec590894cb0375b61

https://download.checklistbank.org/col/annual/2013_mysql.sql.gz
hash://sha256/65f946227f7e207c2137fbb38c8a55a64e948cf82d4f3612d84b2a60f6a90c6b

https://download.checklistbank.org/col/annual/2014_dwca.zip
hash://sha256/6c408a39035183a59d4f8248c7aeeea2ed211ed235e0136528bf474ab0558390

https://download.checklistbank.org/col/annual/2014_mysql.sql.gz
hash://sha256/b47a261e0a50bb8297fe2db0b847987363e07a77dd2e36d6a823a0cbd842f2bf

https://download.checklistbank.org/col/annual/2015_dwca.zip
hash://sha256/6e590a81d246d6c132e4a53124f6f3452c3d7d66cf91624e045a08a63c81f506

https://download.checklistbank.org/col/annual/2015_mysql.sql.gz
hash://sha256/a64629fd5c0c3c4500fa369bd720718b09db779e00f08403bb113436e386f4e0

https://download.checklistbank.org/col/annual/2016_dwca.zip
hash://sha256/976c25e4012a4200e8fd75e9f0ee66e9a991d293d0ed6f54f3f99afc08e0a659

https://download.checklistbank.org/col/annual/2016_mysql.sql.gz
hash://sha256/33bd4ddb5320ea04029e8b9e4b6f5275cbe7b36de9dcd4b77bac908732254198

https://download.checklistbank.org/col/annual/2017_dwca.zip
hash://sha256/5af6df82bd1040beefbd973486d5cc8621e5d04a94e5f44c4af750ccc2ac66b6

https://download.checklistbank.org/col/annual/2017_mysql.sql.gz
hash://sha256/51dbd65256be3f4c4a7e55f18c855159a1f363ac887c481d1c49b7d58074636f

https://download.checklistbank.org/col/annual/2018_dwca.zip
hash://sha256/ea59cbde10c50036d3f2024933308749dc34626b98a5b0f2c9012843e9bd9412

https://download.checklistbank.org/col/annual/2018_mysql.sql.gz
hash://sha256/9482d9c2f1262843a5a9a8caff333245b7deeb91f39aa2a9a6bd1d9bea354226

https://download.checklistbank.org/col/annual/2019_dwca.zip
hash://sha256/b2f682d013a36ab74245c476bcf32834dd821ff43fc0e12f18f4e2fa9b0cb6a9

https://download.checklistbank.org/col/annual/2019_mysql.sql.gz
hash://sha256/abe006a1c8eba34526f30a388ef1f1960e41fdc456688408ffc707da64eb4ed0

https://download.checklistbank.org/col/annual/2021_acef.zip
hash://sha256/d5d0c7cdb82ba0d7ef8810fad83b6225e5a94b28eced65ee45ee433504bca60a

https://download.checklistbank.org/col/annual/2021_coldp.zip
hash://sha256/815bf9822f387f1f97c14e6f0f0eb1cbf7cba768a7036cdbc559f1938f372564

https://download.checklistbank.org/col/annual/2021_dwca.zip
hash://sha256/5d70065fb7d23d091166b4eef34df6042b7f48ba8100c1de328ef804614046cc

https://download.checklistbank.org/col/annual/2021_txtree.zip
hash://sha256/a1c78e9cd6804937f5647a32a4ebadd9e5aaf24c68bb93447ae0ebca4ab30c1b

https://download.checklistbank.org/col/annual/2022_acef.zip
hash://sha256/26ccca79b35ba67cbd530ee041c46adc77ad3bce48335563c0ac2668930aa354

https://download.checklistbank.org/col/annual/2022_coldp.zip
hash://sha256/9ac28297a996e02f6026c40d24e67f59f7f39d495bb45759ebc4adb475d51f63

https://download.checklistbank.org/col/annual/2022_dwca.zip
hash://sha256/fd86903953614f0d671be785d9f10fcc904afaece604e02cd08906bf66068d11

https://download.checklistbank.org/col/annual/2022_txtree.zip
hash://sha256/d41f76d4e835079865fcf7491e75b0abcd8ec27fafff99bd7fc9fbf8ea4633d7

https://download.checklistbank.org/col/annual/2023_acef.zip
hash://sha256/2e2bccc93a3aa0df434eb52ee6c7df9722d974c73a53002eca1a198f570ae638

https://download.checklistbank.org/col/annual/2023_coldp.zip
hash://sha256/bd2bb17fcc1698c1e66d0e8d77bb0f2fa34736f7c62a7b909b1663424552deb9

https://download.checklistbank.org/col/annual/2023_dwca.zip
hash://sha256/5be4baa58d836433693039f446f55ddb5280ed5417631981ea70e24704c8eddc

https://download.checklistbank.org/col/annual/2023_txtree.zip
hash://sha256/843b9f6e9a2aa5c6caa4c8362f0ffeb3d7184f750d91b071f1bcf5efc36a275d

https://download.checklistbank.org/col/annual/2024_coldp.zip
hash://sha256/62a0cbdfca6abe5111ec26b7cf4e08dc2cc7d5ae2bf8cf3d7016403f982fb9ba

https://download.checklistbank.org/col/annual/2024_dwca.zip
hash://sha256/698392eea5fe0dbe92fba3c26d368fb67905dd27a5359006266402e087d933a4

https://download.checklistbank.org/col/annual/2024_txtree.zip
hash://sha256/2b0209426d19284561ab6c7f96c523f4ee52a7ad538409c9b3aea3980d935cb3

https://download.checklistbank.org/col/monthly/2017-02-27_dwca.zip
hash://sha256/5af6df82bd1040beefbd973486d5cc8621e5d04a94e5f44c4af750ccc2ac66b6

https://download.checklistbank.org/col/monthly/2017-03-22_dwca.zip
hash://sha256/e01e2f80c5da5b88bedabc47caa8a9047a33385dd8d9ec7e8772ab9ffa63646a

https://download.checklistbank.org/col/monthly/2017-04-30_dwca.zip
hash://sha256/1a36b31a503457e9574d89da0c03fe08e071d9041440a6dc0416b278916dd671

https://download.checklistbank.org/col/monthly/2017-05-29_dwca.zip
hash://sha256/34b8cad112507f628895a6fbc2e159fe95698e93a04695346a68dc8cb207a564

https://download.checklistbank.org/col/monthly/2017-06-30_dwca.zip
hash://sha256/3ad9b3228923c1a499859258e0f7f28a911f80c83a76a7f02558aa41f5c73db8

https://download.checklistbank.org/col/monthly/2017-07-26_dwca.zip
hash://sha256/802a770f711ff363f0246d9ad58db29753e3dcddcb8cf060b74bbfb64be0b0e9

https://download.checklistbank.org/col/monthly/2017-08-25_dwca.zip
hash://sha256/26ce2f53656de4aa1302b4cda040e015a2eaf9fd68afb7b30d613a539a9605cc

https://download.checklistbank.org/col/monthly/2018-01-30_dwca.zip
hash://sha256/00aa35b94ee58d80ae413820e6212eb2ca0f65a074d124a448fc6d4cb55022aa

https://download.checklistbank.org/col/monthly/2018-02-26_dwca.zip
hash://sha256/bd1752c6b787a1a76beff489cb96767ff7c932fba7054cd69153bd45328fa2e3

https://download.checklistbank.org/col/monthly/2018-03-28_dwca.zip
hash://sha256/966f4a99f5837706b246cd83100e39be3eb797ee1e738d8d3dc7d5e83cfd5726

https://download.checklistbank.org/col/monthly/2018-04-30_dwca.zip
hash://sha256/ea59cbde10c50036d3f2024933308749dc34626b98a5b0f2c9012843e9bd9412

https://download.checklistbank.org/col/monthly/2018-05-31_dwca.zip
hash://sha256/7ff790d497b31d718056cd7fc832466788c3b947d390f476ae151bffa02d9b9e

https://download.checklistbank.org/col/monthly/2018-06-30_dwca.zip
hash://sha256/2ba70d756484b16298c9644f4eeb6c3df2c63b2ea7518e808b7f2a697b6734d3

https://download.checklistbank.org/col/monthly/2018-07-31_dwca.zip
hash://sha256/afba962df20199478c5aa051dd811ec122f91319a914b09fa597dde1bd0091c4

https://download.checklistbank.org/col/monthly/2018-09-24_dwca.zip
hash://sha256/f194925aefd8ffbea43ad779a746908b9d06aa1d6eaa81135116afb803d23513

https://download.checklistbank.org/col/monthly/2018-10-30_dwca.zip
hash://sha256/19aa2736daf0660e620243350b62e641250dbebe0702fe98f78f3c0baa5a65b8

https://download.checklistbank.org/col/monthly/2018-11-29_dwca.zip
hash://sha256/92ff3f48d6ad60f438024405b37e6de7a6ebed751d91765b7170c361cb14a6cf

https://download.checklistbank.org/col/monthly/2018-12-24_dwca.zip
hash://sha256/fb3ccbd2ae3753e117bc4f16ca9e16f119fbfd4aae6cd178a4a086de007072ec

https://download.checklistbank.org/col/monthly/2019-01-29_dwca.zip
hash://sha256/d9f3ddf5bab8751b1d0cd50e8465b566ef89f403ccde91cf34ff2adc678b7db9

https://download.checklistbank.org/col/monthly/2019-02-20_dwca.zip
hash://sha256/c64bcbc16b365b47fe50a05926d8394b7a9767d01f59d00c795786f922f1e5f5

https://download.checklistbank.org/col/monthly/2019-02-26_dwca.zip
hash://sha256/a3272ee918283fbedefb08337b81bfcf56c325b92cdfc950f45a0f418dcc231c

https://download.checklistbank.org/col/monthly/2019-03-25_dwca.zip
hash://sha256/a98f408e9922e625277975be49d4afd58c829babce22847948efdda802fe6fa6

https://download.checklistbank.org/col/monthly/2019-05-01_dwca.zip
hash://sha256/184bf84a8232664bf6e1adfcf68646e1fc0c851e3bcefc97b1dc32b9c925e156

https://download.checklistbank.org/col/monthly/2020-01-10_dwca.zip
hash://sha256/a64f6bb0dbe4ca54d1c7e13b019c5c923c919761aa8435161b0aa158c287c72d

https://download.checklistbank.org/col/monthly/2020-02-24_dwca.zip
hash://sha256/6a044469fb0edf38071297f90caacdc2092da15b362f002d429d5d3973e2968e

https://download.checklistbank.org/col/monthly/2020-04-16_dwca.zip
hash://sha256/18cc0cca8d9dc3d0e289f8701b21e96ae4ba96aaf2b96bb932487d205dbae86c

https://download.checklistbank.org/col/monthly/2020-08-01_dwca.zip
hash://sha256/c3f6d2ba488c4da20295d7d536d4f98fa8da44f5d584bc64abbd8e36047ee1b0

https://download.checklistbank.org/col/monthly/2020-09-01_dwca.zip
hash://sha256/5ea6fda29982057ff25aa7b2157742dcb33f65c50c0d59da1cb24cbc0ca3fc31

https://download.checklistbank.org/col/monthly/2020-12-01_acef.zip
hash://sha256/6ecb474edf6cc826d697a3e739d54d2107344904cf40092e4cb76e3105267d58

https://download.checklistbank.org/col/monthly/2020-12-01_coldp.zip
hash://sha256/6c646d411975376d069aaa6e166af977a968334501b0fdf71014f5661b5f585e

https://download.checklistbank.org/col/monthly/2020-12-01_dwca.zip
hash://sha256/59a78d45032101582c56233d0b6f4111150fe68421a50873cdaab1b6a4052109

https://download.checklistbank.org/col/monthly/2020-12-01_txtree.zip
hash://sha256/a4bd5eba2de85ea0d1b53dc2af28fddbb50e094ca62f9218b8b43ec84bf11f1f

https://download.checklistbank.org/col/monthly/2021-04-05_acef.zip
hash://sha256/5f73105e6cc921f64322017414877dd52a8c9aa614b97cbab8220d269c203def

https://download.checklistbank.org/col/monthly/2021-04-05_coldp.zip
hash://sha256/e0540bd00f9c54fe618f2060218759e198827cb468d1ff43b428a7518a07b978

https://download.checklistbank.org/col/monthly/2021-04-05_dwca.zip
hash://sha256/99408173a129b882514f348764c597ba24e13c3cbfddd76909a3c37b5ef368bf

https://download.checklistbank.org/col/monthly/2021-04-05_txtree.zip
hash://sha256/c403f9a4d0630dc0b955ff7040abd50a12e4ea894af5a69c6b5a0fe4d22a0915

https://download.checklistbank.org/col/monthly/2021-05-07_acef.zip
hash://sha256/f29c0d93f2fb01a0a68801923efa00b8595b09df38cd81ad58fa80d56399b79f

https://download.checklistbank.org/col/monthly/2021-05-07_coldp.zip
hash://sha256/baa94bbe17214f0a009532bf7fe9f5bb43180f4b7e90e155b46522085ba0c42b

https://download.checklistbank.org/col/monthly/2021-05-07_dwca.zip
hash://sha256/153bdab49c00e1d6d12e7d953c5bcda9fe885ea8df8b8768bcd828ba5756e1b8

https://download.checklistbank.org/col/monthly/2021-05-07_txtree.zip
hash://sha256/726a6a56cfe001de84c1851b634e2a9233b0ba14f4862d1f2c0c61dce80eaf0f

https://download.checklistbank.org/col/monthly/2021-06-10_acef.zip
hash://sha256/a9dea6360987b57fdeeca3f5dd98030355d86b9769310e9bf382dbf02adc22c5

https://download.checklistbank.org/col/monthly/2021-06-10_coldp.zip
hash://sha256/9892db4395bc806f6296e8be9e271f0cd4943b5d81300f5bd93447be8077f20b

https://download.checklistbank.org/col/monthly/2021-06-10_dwca.zip
hash://sha256/66ae121c9d85af80236c8e5cc99857868b06806cc8d579cc7af39818b4216ada

https://download.checklistbank.org/col/monthly/2021-06-10_txtree.zip
hash://sha256/487be9c4560e4135af5872d2aa38bac09ea18e9c40ce894649b73bad156e30bb

https://download.checklistbank.org/col/monthly/2021-07-29_acef.zip
hash://sha256/d5d0c7cdb82ba0d7ef8810fad83b6225e5a94b28eced65ee45ee433504bca60a

https://download.checklistbank.org/col/monthly/2021-07-29_coldp.zip
hash://sha256/ce4fe30fa5d176d6f4762d8af3109218d7ab173211aa40a4db4daaecae308ce1

https://download.checklistbank.org/col/monthly/2021-07-29_dwca.zip
hash://sha256/796ea500bdff1b5907b879b0204d9a9f60fd0a585b4fe54ec314f3f752b2d244

https://download.checklistbank.org/col/monthly/2021-07-29_txtree.zip
hash://sha256/93cd022105101df3397437b1076ea15d66464d15c138f7939d0196873c0dbac2

https://download.checklistbank.org/col/monthly/2021-08-25_acef.zip
hash://sha256/e4934ce2a754363ea1c4ff1e582857dc5d600824eb6b2719663030340792cee5

https://download.checklistbank.org/col/monthly/2021-08-25_coldp.zip
hash://sha256/c0c22a3875a9b874b4b90e88e6d5513fe96ad903364858676966629ac3d778bb

https://download.checklistbank.org/col/monthly/2021-08-25_dwca.zip
hash://sha256/73a5a916ecf6b3385a04522e079c9e04d25c90ca435d928e89e4a80999da9064

https://download.checklistbank.org/col/monthly/2021-08-25_txtree.zip
hash://sha256/fe2dd15b173dae03a6b599b607ecfb99064cae0505d79439b5f57fc137cb3776

https://download.checklistbank.org/col/monthly/2021-09-21_acef.zip
hash://sha256/d5f7476fb2cd6a46d42a276de1648127e4d6a604aa5be991d69d13a30fdf2092

https://download.checklistbank.org/col/monthly/2021-09-21_coldp.zip
hash://sha256/f2d778e3307e53d68fa79d5910be1b777a5993d1301e8f6544577f0e8337a54c

https://download.checklistbank.org/col/monthly/2021-09-21_dwca.zip
hash://sha256/ee532dab1d4b5d31c0b1f18847634550d2ff7502a608920359c0b16875eb9816

https://download.checklistbank.org/col/monthly/2021-09-21_txtree.zip
hash://sha256/30aa496ce2024b1e4557b096af4460fb2f6f60eea9bdbb1eff5953245017e877

https://download.checklistbank.org/col/monthly/2021-10-18_acef.zip
hash://sha256/e1eaac1c93de3bda90af6efdc41f49bfd465dd44a14ca732a8b25b4fbb1993d5

https://download.checklistbank.org/col/monthly/2021-10-18_coldp.zip
hash://sha256/9eeee5f0a9545f9a631366513653dd917f4257c0fe22a874b6a5a8e288487878

https://download.checklistbank.org/col/monthly/2021-10-18_dwca.zip
hash://sha256/98479c81da5b654883fe5e33cfce704733bdf117cfa8fa5be7c07885622da47d

https://download.checklistbank.org/col/monthly/2021-10-18_txtree.zip
hash://sha256/725b21b5728c9573fe1fde8724617cf26a3789b3d1aea07d9c8c23fef8893bcf

https://download.checklistbank.org/col/monthly/2021-11-09_coldp.zip
hash://sha256/432e9ff4a2bbc70a41e8d41c9870e9f5d9edd5c9ba868f6288c6e0cea16ce17e

https://download.checklistbank.org/col/monthly/2021-11-09_dwca.zip
hash://sha256/18a5ed15c0cca555af58c0ea3afa53590562c672cf8ece9ca8cf24d40d252470

https://download.checklistbank.org/col/monthly/2021-11-09_txtree.zip
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https://download.checklistbank.org/col/monthly/2024-04-26_dwca.zip
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https://download.checklistbank.org/col/monthly/2024-04-26_txtree.zip
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https://download.checklistbank.org/col/monthly/2024-05-20_coldp.zip
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https://download.checklistbank.org/col/monthly/2024-05-20_dwca.zip
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https://download.checklistbank.org/col/monthly/2024-05-20_txtree.zip
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https://download.checklistbank.org/col/monthly/2024-06-27_coldp.zip
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https://download.checklistbank.org/col/monthly/2024-06-27_dwca.zip
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https://download.checklistbank.org/col/latest_coldp.zip
hash://sha256/cf1d72f769e207fb60ae39542dc5841fca8828758471d1a91bc0e105c2b45385

https://download.checklistbank.org/col/latest_dwca.zip
hash://sha256/f5a69e3bf39f793c531a01bae7b301a894bdf4344c3daad1ca764a3e5d1fbde6

https://download.checklistbank.org/col/latest_txtree.zip
hash://sha256/00e223d07d4ca653e444b8760dc46325833476f406f1428a6d6c34729f608c22

https://download.checklistbank.org/col/legacy_id_map.tsv
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References

 [1] Bánki, O., Roskov, Y., Döring, M., Ower, G., Hernández Robles, D. R., Plata Corredor, C. A., Stjernegaard Jeppesen, T., Örn, A., Vandepitte, L., Hobern, D., Schalk, P., DeWalt, R. E., Ma, K., Miller, J., Orrell, T., Aalbu, R., Abbott, J., Adlard, R., Aedo, C., et al. (2024). Catalogue of Life Checklist (Version 2024-05-20). Catalogue of Life, Amsterdam, Netherlands. https://doi.org/10.48580/dg6lk

[2] Catalogue of Life Website 2024. Accessed at https://www.catalogueoflife.org/about/catalogueoflife on 2024-06-28.

[3] Elliott M.J., Poelen J.H., Fortes J.A.B. (2020). Toward Reliable Biodiversity Dataset References. Ecological Informatics. https://doi.org/10.1016/j.ecoinf.2020.101132 hash://sha256/136c3c1808bcf463bb04b11622bb2e7b5fba28f5be1fc258c5ea55b3b84f482c

[4] Elliott M.J., Poelen, J.H. & Fortes, J.A.B. (2023) Signing data citations enables data verification and citation persistence. Sci Data. https://doi.org/10.1038/s41597-023-02230-y hash://sha256/f849c870565f608899f183ca261365dce9c9f1c5441b1c779e0db49df9c2a19d