cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/zq1rgv
title: A16_32081.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a0a51a31-9532-42d5-b778-8c06d62cecf8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a0a51a31-9532-42d5-b778-8c06d62cecf8
DOI: 10.7910/dvn/wqwqyt
title: A16_32082.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8aaa07ec-3723-4703-bd17-d79052a9cfb8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8aaa07ec-3723-4703-bd17-d79052a9cfb8
DOI: 10.7910/dvn/u6eyev
title: A16_32084.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/cb76921c-08e1-455a-a566-582552379f85'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/cb76921c-08e1-455a-a566-582552379f85
DOI: 10.7910/dvn/ol3ii9
title: A16_32086.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/2ad2d886-4f21-4ef9-9e06-c6ce35940646'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/2ad2d886-4f21-4ef9-9e06-c6ce35940646
DOI: 10.7910/dvn/4vscsw
title: A16_32087.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/1901cdb2-5d4d-41a6-a8b1-895dad2be946'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/1901cdb2-5d4d-41a6-a8b1-895dad2be946
DOI: 10.7910/dvn/bj10j6
title: A16_32088.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c7bb6a90-3007-4128-9952-4932c983ae02'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c7bb6a90-3007-4128-9952-4932c983ae02
DOI: 10.7910/dvn/iku2mx
title: A16_32090.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/319c9e01-e29f-43e9-9487-f3a96fedbff4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/319c9e01-e29f-43e9-9487-f3a96fedbff4
DOI: 10.7910/dvn/uny7x4
title: A16_32091.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/46ee89fd-df74-4e6e-8ef7-c0aab3e210e6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/46ee89fd-df74-4e6e-8ef7-c0aab3e210e6
DOI: 10.7910/dvn/577yxq
title: A16_32092.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5d02155f-e335-4c53-bde6-806fa9488b0b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5d02155f-e335-4c53-bde6-806fa9488b0b
DOI: 10.15468/dl.868898
title: Occurrence Download

description: A dataset containing 925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "DatasetKey is one of (iNaturalist Research-grade Observations, AMNH Bird Collection, LSUMZ Birds Collection, Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Ornithology National Collection (MACNOr), Xeno-canto - Bird sounds from around the world, Vertebrate Zoology Division - Ornithology, Yale Peabody Museum, NMNH Extant Specimen Records (USNM, US))",
 "TaxonKey is Serpophaga subcristata (Vieillot, 1817)"
 ]
}

 The dataset includes 925 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032605-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gumsnz
title: A16_32094.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4add4a93-7f82-4aaa-acc8-874a9282ef98'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4add4a93-7f82-4aaa-acc8-874a9282ef98
DOI: 10.7910/dvn/cvhox8
title: A16_32095.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/14d1d5fe-2a6b-413e-ac90-9d7432aa6410'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/14d1d5fe-2a6b-413e-ac90-9d7432aa6410
DOI: 10.7910/dvn/azivla
title: A16_32096.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3ef00bbe-4190-49b4-b60b-0d45ce22ad70'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3ef00bbe-4190-49b4-b60b-0d45ce22ad70
DOI: 10.7910/dvn/crwwuw
title: A16_32097.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d323f523-a24a-4f36-8fda-2e1142e627d9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d323f523-a24a-4f36-8fda-2e1142e627d9
DOI: 10.7910/dvn/sg7kue
title: A16_32098.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/40cd9920-c2af-4d99-8886-985f7fc496ca'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/40cd9920-c2af-4d99-8886-985f7fc496ca
DOI: 10.7910/dvn/wuzyeg
title: A16_32099.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f02b2f7b-9422-40c1-aba7-9dc580d40e49'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f02b2f7b-9422-40c1-aba7-9dc580d40e49
DOI: 10.7910/dvn/ifdl9x
title: A16_32100.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dd86dd27-2aae-49c0-9026-568ea7f79c8a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dd86dd27-2aae-49c0-9026-568ea7f79c8a
DOI: 10.7910/dvn/b2ktj8
title: A16_32101.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8b2ed98d-dc48-4b55-b6a4-a91da5e732c1'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8b2ed98d-dc48-4b55-b6a4-a91da5e732c1
DOI: 10.7910/dvn/nsnumo
title: A16_32102.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/154df6b2-633a-4f8e-ba07-79b5304a6ab1'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/154df6b2-633a-4f8e-ba07-79b5304a6ab1
DOI: 10.7910/dvn/owxnl0
title: A16_32103.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/845b02b1-1a57-4b01-9bd8-cc9855d1aeae'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/845b02b1-1a57-4b01-9bd8-cc9855d1aeae
DOI: 10.7910/dvn/pzkj32
title: A16_32104.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5daa8fdb-9707-4585-b273-b39fe0b56a8f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5daa8fdb-9707-4585-b273-b39fe0b56a8f
DOI: 10.7910/dvn/hmhadu
title: A16_32105.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b0180093-5a27-4b23-bee4-62eb21c31558'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b0180093-5a27-4b23-bee4-62eb21c31558
DOI: 10.7910/dvn/kyv4r3
title: A16_32106.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/eee85d5c-d343-4e34-af0c-49bda2c4304e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/eee85d5c-d343-4e34-af0c-49bda2c4304e
DOI: 10.7910/dvn/kyicgh
title: A16_32107.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ebdca7ca-5989-47ea-8ce6-4a55acaa0047'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ebdca7ca-5989-47ea-8ce6-4a55acaa0047
DOI: 10.7910/dvn/x2xh6k
title: A16_32108.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/010e9fc1-032c-42ac-bca9-c627057db9be'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/010e9fc1-032c-42ac-bca9-c627057db9be
DOI: 10.15468/dl.hfvth9
title: Occurrence Download

description: A dataset containing 23779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "StateProvince is ALberta",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 23779 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032606-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/pganp2
title: A16_32109.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f848bf8e-fdf6-484a-ab1c-48905690c0ea'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f848bf8e-fdf6-484a-ab1c-48905690c0ea
DOI: 10.7910/dvn/zitawa
title: A16_32110.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ce8880f5-96e2-4c27-9b30-64df3a263f4d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ce8880f5-96e2-4c27-9b30-64df3a263f4d
DOI: 10.7910/dvn/zz7zr7
title: A16_32112.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/092870c4-4d9c-47be-b810-9c489814375e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/092870c4-4d9c-47be-b810-9c489814375e
DOI: 10.7910/dvn/mx7xu5
title: A16_32113.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/04ef92a7-1bb6-4810-9fd2-0ff173e72da5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/04ef92a7-1bb6-4810-9fd2-0ff173e72da5
DOI: 10.7910/dvn/aykus1
title: A16_32115.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/1b396a2a-a4c7-4c91-aec4-aafe1369a967'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/1b396a2a-a4c7-4c91-aec4-aafe1369a967
DOI: 10.7910/dvn/rkwvxt
title: A16_32116.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7cecca5a-deae-479d-aaf1-eebf198e492c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7cecca5a-deae-479d-aaf1-eebf198e492c
DOI: 10.7910/dvn/ikebgv
title: A16_32117.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/225f75c7-373c-49df-b9c5-a224cfdfc901'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/225f75c7-373c-49df-b9c5-a224cfdfc901
DOI: 10.7910/dvn/uhg3jp
title: A16_32117.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8bdfdc54-157d-4b58-9a07-0ef246c1fe7d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8bdfdc54-157d-4b58-9a07-0ef246c1fe7d
DOI: 10.7910/dvn/6ygmp5
title: A16_32119.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/145d2894-8a71-45d4-ae18-294ba9f640ff'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/145d2894-8a71-45d4-ae18-294ba9f640ff
DOI: 10.7910/dvn/gazpl3
title: A16_32120.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5f91e741-4d78-41b3-8378-f338123ff812'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5f91e741-4d78-41b3-8378-f338123ff812
DOI: 10.7910/dvn/4qru1x
title: A16_32121.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d49141f5-3f54-44a9-81b7-936c3158aa15'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d49141f5-3f54-44a9-81b7-936c3158aa15
DOI: 10.7910/dvn/yivysf
title: A16_32125.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0c8ad53b-dc37-4213-ab3c-9d6f38118be8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0c8ad53b-dc37-4213-ab3c-9d6f38118be8
DOI: 10.7910/dvn/myuygr
title: A16_32126.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3c2199b0-bd0c-4671-aec8-a48a89f3514b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3c2199b0-bd0c-4671-aec8-a48a89f3514b
DOI: 10.7910/dvn/jcphg7
title: A16_32128.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/dc09a78b-9386-4903-a883-5371d41edb12'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/dc09a78b-9386-4903-a883-5371d41edb12
DOI: 10.7910/dvn/wzcy4r
title: A16_32129.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a784ab27-cb5a-4dc9-93c7-855b24cc55a7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a784ab27-cb5a-4dc9-93c7-855b24cc55a7
DOI: 10.7910/dvn/ym4k7x
title: A16_32130.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f0556f16-e6e6-4951-b39a-a24e4e01de91'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f0556f16-e6e6-4951-b39a-a24e4e01de91
DOI: 10.7910/dvn/q3qxrn
title: A16_32132.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ee5cf86d-180a-4436-a35e-9b206aadedf5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ee5cf86d-180a-4436-a35e-9b206aadedf5
DOI: 10.7910/dvn/llxl6d
title: A16_32133.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e169c48a-4c61-4d45-96f0-70d5a08ec8ca'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e169c48a-4c61-4d45-96f0-70d5a08ec8ca
DOI: 10.7910/dvn/dlq6ws
title: A16_32134.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/19b161a5-d5dc-42a6-962a-593b8573f1c9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/19b161a5-d5dc-42a6-962a-593b8573f1c9
DOI: 10.7910/dvn/9blsb5
title: A16_32135.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d61fe03a-dbbe-4d1e-906f-42fca205c06c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d61fe03a-dbbe-4d1e-906f-42fca205c06c
DOI: 10.7910/dvn/h9rvrq
title: A16_32137.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bc1c736a-9cb9-4f45-803f-5a6208f64d98'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bc1c736a-9cb9-4f45-803f-5a6208f64d98
DOI: 10.7910/dvn/okztsi
title: A16_32138.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a9bf6412-ad32-427c-b20e-9a2d8902c92b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a9bf6412-ad32-427c-b20e-9a2d8902c92b
DOI: 10.7910/dvn/h57gti
title: A16_32139.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ebb4f26f-78b3-4f08-8af4-494585d4ae94'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ebb4f26f-78b3-4f08-8af4-494585d4ae94
DOI: 10.7910/dvn/vxfa32
title: A16_32141.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/eac91775-5346-43a3-9218-cfdfdda0b514'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/eac91775-5346-43a3-9218-cfdfdda0b514
DOI: 10.7910/dvn/38tvnv
title: A16_32142.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7c3b6eff-ed3b-4f45-9f5c-1240aace4243'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7c3b6eff-ed3b-4f45-9f5c-1240aace4243
DOI: 10.7910/dvn/roxyij
title: A16_32143.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/2f4193c1-665f-4321-9f3e-1cd6e7c3fc82'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/2f4193c1-665f-4321-9f3e-1cd6e7c3fc82
DOI: 10.7910/dvn/us9wyc
title: A16_32144.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/23031b1b-d0e5-4180-933a-cf115ea9c391'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/23031b1b-d0e5-4180-933a-cf115ea9c391
DOI: 10.7910/dvn/m2z0sn
title: A16_32145.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ca4ce5d9-3488-4323-b8b0-bfc2fb2e56e8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ca4ce5d9-3488-4323-b8b0-bfc2fb2e56e8
DOI: 10.7910/dvn/5c54fj
title: A16_32146.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/aaa7e91d-a5e8-4dba-9591-e0c64bde0803'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/aaa7e91d-a5e8-4dba-9591-e0c64bde0803
DOI: 10.7910/dvn/z0jcqo
title: A16_32147.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/03ad4b34-9412-479d-a3e9-ac06810fc6d2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/03ad4b34-9412-479d-a3e9-ac06810fc6d2
DOI: 10.5281/zenodo.13983516
title: Data for "Long-range crossed Andreev reflection in topological insulator nanowires proximitized by a superconductor"
DOI: 10.5281/zenodo.13983517
title: Data for "Long-range crossed Andreev reflection in topological insulator nanowires proximitized by a superconductor"
DOI: 10.7910/dvn/alihok
title: A16_32148.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/063385d7-7772-43f7-ab33-55c4b1c04b56'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/063385d7-7772-43f7-ab33-55c4b1c04b56
DOI: 10.7910/dvn/zxdah1
title: A16_32149.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bfee2442-58ae-4048-a618-fa88db1cac29'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bfee2442-58ae-4048-a618-fa88db1cac29
DOI: 10.7910/dvn/kr6bn2
title: A16_32151.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3a532a27-493a-4d41-9d77-d96a368de4d4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3a532a27-493a-4d41-9d77-d96a368de4d4
DOI: 10.7910/dvn/uvwlyu
title: A16_32152.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/158775d6-996d-4b74-9f41-92428ae4a4e5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/158775d6-996d-4b74-9f41-92428ae4a4e5
DOI: 10.7910/dvn/hpnafk
title: A16_32153.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/1fd4e0ec-17ff-481e-940b-6cc015d68f84'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/1fd4e0ec-17ff-481e-940b-6cc015d68f84
DOI: 10.7910/dvn/8fqhjy
title: A16_32154.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5e1428e9-3703-4789-a7ec-e9a6f69f2c8a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5e1428e9-3703-4789-a7ec-e9a6f69f2c8a
DOI: 10.7910/dvn/hmp9xx
title: A16_32155.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ebc05958-26ae-4da6-ab7f-ddc39b582c4f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ebc05958-26ae-4da6-ab7f-ddc39b582c4f
DOI: 10.7910/dvn/fbrbqy
title: A16_32157.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/63147b92-9d6c-4016-b75f-4784c2140384'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/63147b92-9d6c-4016-b75f-4784c2140384
DOI: 10.7910/dvn/kklp4d
title: A16_32158.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/46b25181-bc1c-48fb-9d42-3266e6b96e7c'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/46b25181-bc1c-48fb-9d42-3266e6b96e7c
DOI: 10.7910/dvn/4o8ls6
title: A16_32162.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5de1afc4-254a-49df-8aa6-e708a219ee97'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5de1afc4-254a-49df-8aa6-e708a219ee97
DOI: 10.7910/dvn/xgzknr
title: A16_32165.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/762c436f-f579-4e0a-8b19-736fc28e71fe'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/762c436f-f579-4e0a-8b19-736fc28e71fe
DOI: 10.7910/dvn/nm7i9d
title: A16_32166.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c20e9aea-af64-454e-85fa-ac81d4f5f565'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c20e9aea-af64-454e-85fa-ac81d4f5f565
DOI: 10.15468/dl.8secq7
title: Occurrence Download

description: A dataset containing 22126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tringa brevipes, Tringa brevipes, Tringa brevipes (Vieillot 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes, Tringa brevipes/incana, Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes Vieillot, 1816, Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot, 1816), Tringa brevipes (Vieillot 1816), Tringa brevipes (Vieillot, 1816), Totanus pedestris Lesson, Totanus pedestris Lesson, Totanus brevipes Vieillot 1816, Totanus brevipes Vieillot, 1816, Heteroscelus brevipes (Vieillot, 1816), Heteroscelus brevipes (Vieillot, 1816), Totanus brevipes Vieillot, 1816, Totanus brevipes Vieillot, 1816, Heteroscelus brevipes (Vieillot, 1816), Heteroscelus brevipes (Vieillot, 1816), Heteroscelus brevipes (Vieillot), Heteroscelus brevipes (Vieillot, 1816), Heteroscelus brevipes (Vieillot, 1816), Heteroscelus brevipes, Totanus brevipes Vieillot, 1816, Heteroscelus brevipes (Vieillot, 1816), Totanus brevipes Vieillot, 1816)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22126 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032610-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ctn7th
title: A16_32168.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3a7f8498-dbaa-476f-bdfa-32f74a4d7396'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3a7f8498-dbaa-476f-bdfa-32f74a4d7396
DOI: 10.7910/dvn/v9tkd2
title: A16_32169.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0204140c-618a-4259-a159-71e3ac5b2d73'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0204140c-618a-4259-a159-71e3ac5b2d73
DOI: 10.7910/dvn/oh1etv
title: A16_32170.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/4797608f-c991-49bd-bd4d-a407ac37e4e9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/4797608f-c991-49bd-bd4d-a407ac37e4e9
DOI: 10.5281/zenodo.13899698
title: Voxelized fragment dataset for machine learning
title: Implicit fragment dataset for machine learning

description: One of the primary challenges inherent in utilizing deep learning models is the scarcity and accessibility hurdles associated with acquiring datasets of sufficient size to facilitate effective training of these networks. This is particularly significant in object detection, shape completion, and fracture assembly. Instead of scanning a large number of real-world fragments, it is possible to generate massive datasets with synthetic pieces. However, realistic fragmentation is computationally intensive in the preparation (e.g., pre-factured models) and generation. Otherwise, simpler algorithms such as Voronoi diagrams provide faster processing speeds at the expense of compromising realism. Hence, it is required to balance computational efficiency and realism for generating large datasets for marching learning.

We proposed a GPU-based fragmentation method to improve the baseline Discrete Voronoi Chain aimed at completing this dataset generation task. The dataset in this repository includes voxelized fragments from high-resolution 3D models, curated to be used as training sets for machine learning models. More specifically, these models come from an archaeological dataset, which led to more than 1M fragments from 1,052 Iberian vessels. In this dataset, fragments are not stored individually; instead, the fragmented voxelizations are provided in a compressed binary file (.rle.zip). Once uncompressed, each fragment is represented by a different number in the grid. The class to which each vessel belongs is also included in class.csv. The GPU-based pipeline that generated this dataset is explained at https://doi.org/10.1016/j.cag.2024.104104.

Please, note that this dataset originally provided voxel data, point clouds and triangle meshes. However, we opted for including only voxel data because 1) the original dataset is too large to be uploaded to Zenodo and 2) the original intent of our paper is to generate implicit data in the form of voxels. If interested in the whole dataset (450GB), please visit the web page of our research institute.