cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8wv7jd
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Meconopsis henrici Bureau & Franch.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007300-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v252e3
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-8.54602 41.94685,-1.97082 41.94685,-1.97082 43.8199,-8.54602 43.8199,-8.54602 41.94685))",
 "PublishingOrg is 7338b4d9-d75b-4edb-b238-b09f52397f49",
 "TaxonKey is Pipistrellus pipistrellus (Schreber, 1774)"
 ]
}

 The dataset includes 1081 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273249-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u66385
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Weinmannia lopezana Cuatrec."
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005736-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvfcdr
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora y fauna asociada al hábitat del Manatí antillano en la Ciénaga de Paredes, Magdalena Medio Santandereano"
 ]
}

 The dataset includes 525 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057591-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjdegv
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelypodium texanum (Cory) Rollins"
 ]
}

 The dataset includes 195 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snjkpv
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Cyanocitta stelleri carlottae Osgood, 1901"
 ]
}

 The dataset includes 264 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065960-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5r9h3
title: Occurrence Download

description: A dataset containing 119437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-165.54653 -68.90559,-13.45347 -68.90559,-13.45347 -8.09441,-165.54653 -8.09441,-165.54653 -68.90559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is one of (2013, 2023)"
 ]
}

 The dataset includes 119437 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048484-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gp5hh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-75.4033050000000031 39.8331512999999973, -75.4033050000000031 39.8348024000000009, -75.4033050000000031 39.8361532999999994, -75.4033050000000031 39.8378794500000026, -75.4033050000000031 39.8394554999999997, -75.4033050000000031 39.8406562999999991, -75.4021782800000011 39.8406562999999991, -75.4007510200000013 39.8406562999999991, -75.3985725699999989 39.8406562999999991, -75.3972955499999955 39.8406562999999991, -75.3955678100000029 39.8406562999999991, -75.3936898999999983 39.8406562999999991, -75.3936898999999983 39.8396055999999987, -75.3936898999999983 39.8380295500000017, -75.3936898999999983 39.8371289500000003, -75.3936898999999983 39.8357030000000023, -75.3936898999999983 39.8348024000000009, -75.3936898999999983 39.8331512999999973, -75.3954175700000064 39.8331512999999973, -75.3973706600000071 39.8331512999999973, -75.3992486399999962 39.8331512999999973, -75.4002251900000005 39.8331512999999973, -75.4020280499999984 39.8331512999999973, -75.4033050000000031 39.8331512999999973))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097379-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8erv7x
title: Occurrence Download

description: A dataset containing 1244 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Cyanocitta stelleri stelleri"
 ]
}

 The dataset includes 1244 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065957-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqg2x9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithogalum pumilum Zahar."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054903-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.543a2b
title: Occurrence Download

description: A dataset containing 545174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sambucus nigra L."
 ]
}

 The dataset includes 545174 records from 1217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhryvr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mniodes caespititia (Wedd.) Quip. & M.O.Dillon"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181125-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0bgl2f
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craugastor berkenbuschii (Peters, 1870)",
 "Country is Mexico",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 278 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-160525232948595/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dg45d
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenamma foveolocephalum"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191813-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p0gdb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Large protozoa abundance measured on concentrated water bottle samples at station PS58/038-7"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcrhw6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parajubaea sunkha M.Moraes"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181127-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkr9ar
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ailanthus altissima",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058211-251120083545085/datasets/export for details.
DOI: 10.15468/dl.jz5su6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((114.790382 34.977373, 114.70473 34.971795, 114.621222 34.955198, 114.541943 34.927998, 114.46887 34.890875, 114.403818 34.844756, 114.348392 34.790789, 114.303953 34.730318, 114.271578 34.664843, 114.252039 34.595986, 114.245788 34.525449, 114.252946 34.454971, 114.273302 34.386284, 114.306326 34.321074, 114.351183 34.260937, 114.406752 34.20734, 114.471661 34.16159, 114.544317 34.124801, 114.622947 34.097867, 114.705637 34.08144, 114.790382 34.07592, 114.875127 34.08144, 114.957817 34.097867, 115.036447 34.124801, 115.109103 34.16159, 115.174012 34.20734, 115.229581 34.260937, 115.274437 34.321074, 115.307462 34.386284, 115.327818 34.454971, 115.334975 34.525449, 115.328724 34.595986, 115.309186 34.664843, 115.276811 34.730318, 115.232371 34.790789, 115.176946 34.844756, 115.111893 34.890875, 115.038821 34.927998, 114.959542 34.955198, 114.876033 34.971795, 114.790382 34.977373))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058212-251120083545085/datasets/export for details.
DOI: 10.6084/m9.figshare.30903968
title: Raw data of paper ''Computational design of ultra-high thermal conductivity, crack-free aluminum alloys for additive manufacturing''.

description: This is the raw data of paper ''Computational design of ultra-high thermal conductivity, crack-free aluminum alloys for additive manufacturing''.
DOI: 10.6084/m9.figshare.30903968.v1
title: Raw data of paper ''Computational design of ultra-high thermal conductivity, crack-free aluminum alloys for additive manufacturing''.

description: This is the raw data of paper ''Computational design of ultra-high thermal conductivity, crack-free aluminum alloys for additive manufacturing''.
DOI: 10.3535/1j8-wan-hy5
title: Tholera decimalis Poda, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fm2-mjl-w07
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tta-746-3lg
title: Xylena (Lithomoia) solidaginis Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17976204
title: PopPUNK-mod real genome pairwise distances

description: Real pairwise distance genome datasets used for fitting PopPUNK-mod.
DOI: 10.3535/str-ald-csf
title: Arctia (Arctia) caja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ynd-1zd-hpj
title: Erebia ligea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-pb2-k5m
title: Indalia lutarella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/re0-hhj-fc9
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.h4mydr
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Striostrea prismatica, Crassostrea iridescens, Ostraea spathulata, Ostrea iridescens, Ostrea lucasiana, Ostrea panamensis, Ostrea prismatica, Ostrea rufa, Ostrea turturina)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 87 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058215-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/zgolwk
title: Tabela de formação continuada em educação étnico-racial região metropolitana da Campinas

description: Estes dados fazem parte da pesquisa de doutorado em andamento . Trata-se de formações continuadas na Região Metropolitana de Campinas em educação para as relações étnico-raciais nos anos de 2013-2023.
DOI: 10.17026/ar/evvkil
title: PAN-00014446 - Fragment of twisted bracelet

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00014446&lt;/p&gt;
description: Modified: 2025-08-18T17:52:05+02:00
DOI: 10.3535/800-vb6-hlf
title: Lycaenidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kgb-l82-bb6
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/erg-hk5-bk0
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/097-xpr-es0
title: Lycaenidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lcn-cew-dk2
title: Photedes fluxa Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.30911738
title: Data Files for foot scan, representative shapes and validations of selected foot samples

description: Data Files for foot scan, 15 representative shapes of the data set and validations of selected foot samples
DOI: 10.6084/m9.figshare.30911738.v1
title: Data Files for foot scan, representative shapes and validations of selected foot samples

description: Data Files for foot scan, 15 representative shapes of the data set and validations of selected foot samples
DOI: 10.3535/354-ljp-qb6
title: Lycaenidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z1q-p7y-w71
title: Calophasia lunula Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sfj-5t5-1sx
title: Hecatera bicolorata Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qjw-acd-dsp
title: Lasionycta Aurivillius, 1892

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gew-n3b-hx6
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.xn5rrc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((114.439834 35.293767, 114.35385 35.288188, 114.270019 35.271592, 114.190434 35.244392, 114.11708 35.207269, 114.051779 35.161149, 113.996143 35.107183, 113.951537 35.046713, 113.919042 34.98124, 113.899434 34.912386, 113.893165 34.841852, 113.900355 34.771378, 113.920793 34.702696, 113.953947 34.637491, 113.998977 34.577358, 114.054759 34.523767, 114.119914 34.478022, 114.192845 34.441237, 114.27177 34.414305, 114.354771 34.39788, 114.439834 34.392361, 114.524896 34.39788, 114.607897 34.414305, 114.686823 34.441237, 114.759753 34.478022, 114.824909 34.523767, 114.880691 34.577358, 114.92572 34.637491, 114.958874 34.702696, 114.979313 34.771378, 114.986503 34.841852, 114.980234 34.912386, 114.960626 34.98124, 114.928131 35.046713, 114.883525 35.107183, 114.827889 35.161149, 114.762588 35.207269, 114.689234 35.244392, 114.609649 35.271592, 114.525817 35.288188, 114.439834 35.293767))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058216-251120083545085/datasets/export for details.
DOI: 10.3535/3jf-4h2-8zg
title: Ipimorpha retusa (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rqf-k6z-f9a
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17973504
title: Qualitative Data and Analysis

description: This dataset contains qualitative and some quantitative data generated in a between-subjects experimental study (N = 139) examining the effects of explainable AI (XAI) on trust, usability, perceived task load, and collaborative task performance in a cybersecurity context. The study focused on malicious domain blocking and involved participants with cybersecurity domain knowledge interacting with an AI-based decision-support system.

The qualitative data originate from open-ended responses collected in the experiment, capturing participants’ reflections on how they used explanations during decision-making. These data were analyzed using thematic analysis coding methods.

The coding was conducted by Neele Roch and Hannah Sievers using MAXQDA. The dataset includes the complete codebook and all coded text segments. All materials have been fully anonymized.

Due to the sensitive nature of qualitative responses, access to this dataset is restricted.
DOI: 10.3535/hyn-z6g-j06
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17973503
title: Qualitative Data and Analysis

description: This dataset contains qualitative and some quantitative data generated in a between-subjects experimental study (N = 139) examining the effects of explainable AI (XAI) on trust, usability, perceived task load, and collaborative task performance in a cybersecurity context. The study focused on malicious domain blocking and involved participants with cybersecurity domain knowledge interacting with an AI-based decision-support system.

The qualitative data originate from open-ended responses collected in the experiment, capturing participants’ reflections on how they used explanations during decision-making. These data were analyzed using thematic analysis coding methods.

The coding was conducted by Neele Roch and Hannah Sievers using MAXQDA. The dataset includes the complete codebook and all coded text segments. All materials have been fully anonymized.

Due to the sensitive nature of qualitative responses, access to this dataset is restricted.
DOI: 10.3535/8pc-2zj-f5y
title: Erebia ligea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1z9-l1m-wwb
title: Anthocharis cardamines (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/abj-2ss-v90
title: Ortholepis Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/et4-dec-6ne
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e78-c2a-j29
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d08-3ye-bhq
title: Eudonia lacustrata Panzer, 1804

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c57-y2m-4jp
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wtt-mdc-grg
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b4s-ar3-zmv
title: Rivula sericealis (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.97gcff
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Teskeyostrea weberi, Ostrea weberi)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058217-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17976240
title: Datasets for ''Tray Expert: Physically consistent generative modeling of tray column hydrodynamics under data-scarce conditions"