cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ysx-4eh-nyw
title: Pyramidula rupestris (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2yj-8q1-fre
title: Modiolus barbatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ry-yn6-2p9
title: Delectopecten musorstomi Poutiers, 1981

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/26z-l9m-bev
title: Musculus discors (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eeb-rge-zs4
title: Crenella T. Brown, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/829-2b3-cb4
title: Mimachlamys sanguinea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ma3-0t5-hfc
title: Arcidae Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jeq-40n-y1f
title: Peristernia reincarnata M. A. Snyder, 2000

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xxh-tnq-e02
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8z-720-0yn
title: Indonaia caerulea (I. Lea, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt1-vxb-ah7
title: Diplodonta punctata (Say, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wym-gym-6wv
title: Lampsilis siliquoidea (Barnes, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/53j-nd2-2z0
title: Yoldia limatula (Say, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8s-07h-vv7
title: Chilostoma Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bmx-hq1-h3y
title: Pinna bicolor Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwc-sh0-m96
title: Monacha messenica (Blanc, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aaa-a06-18l
title: Barbatia barbata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqd-3s0-mxj
title: Clathrolucina costata (A. d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6z-da5-r3s
title: Amaea magnifica (G. B. Sowerby II, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fe9-kr2-4k1
title: Hohenwartiana Bourguignat, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88j-ap7-8et
title: Tutufa rubeta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3w-tkn-5t2
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6fv-yz6-gl7
title: Mathilda gemmulata O. Semper, 1865

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cpw-4ez-e26
title: Albinaria Vest, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ljk-pjv-s8r
title: Lucinoma borealis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fs-4d8-h41
title: Cochlicopa lubrica (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsy-z1l-1r5
title: Modiolus areolatus (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hcf-4df-gs0
title: Modiolus areolatus (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nga-272-nrk
title: Barbatia candida (Helbling, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12738483
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/2k9-94v-t3f
title: Krachia guernei (Dautzenberg & H. Fischer, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cw-ldl-dk3
title: Albinaria maculosa (Deshayes, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vq4-73j-s0e
title: Anadara chemnitzii (R. A. Philippi, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/499-eyn-7nq
title: Amphidromus martensi O. Boettger, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76g-dmn-1nf
title: Helix figulina Rossmässler, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4hs-3yn-p33
title: Arca noae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hr3-bxl-dcn
title: Ciliella ciliata (W. Hartmann, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a5v-nk1-fj2
title: Theba geminata (Mousson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xwp-hzx-999
title: Arcidae Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szb-cah-0tv
title: Albinaria hippolyti hippolyti (O. Boettger, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z0d-6ya-291
title: Pseudobuliminus Gredler, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cl-rlk-4la
title: Caseolus innominatus compactus (R. T. Lowe, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9t-dcw-wwc
title: Theba geminata (Mousson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jw8-klh-dst
title: Radix Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6nb-tym-19m
title: Pteria avicular (Holten, 1802)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/myn-mmk-70y
title: Cochlostoma gracile (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3px-mse-72p
title: Pteria penguin (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/60j-fbs-7ym
title: Dischides politus (S. V. Wood, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.edkm87
title: Occurrence Download

description: A dataset containing 28225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus albus L."
 ]
}

 The dataset includes 28225 records from 729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012157-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/89e9-zx02
title: Moninea testate amoebae surface sample dataset

description: Raw data for the Moninea testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15361323
title: Analysis dataset and codes for "Uncertain Natural Emissions Dampen the Increase in Tropospheric Hydroxyl Radical (OH) with Idealized Surface Warming"
DOI: 10.5281/zenodo.15361324
title: Analysis dataset and codes for "Uncertain Natural Emissions Dampen the Increase in Tropospheric Hydroxyl Radical (OH) with Idealized Surface Warming"
DOI: 10.21233/m0xq-5t22
title: Chlebowo testate amoebae surface sample dataset

description: Raw data for the Chlebowo testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qyhsvw
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.36_1",
 "TaxonKey is Strepsiptera"
 ]
}

 The dataset's 8 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021962-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/sh4y-wz83
title: La Parée beach pollen dataset

description: Raw data for the La Parée beach pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/nv2t-a494
title: Wanghongyang testate amoebae surface sample dataset

description: Raw data for the Wanghongyang testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vb3y-sy52
title: LDDsite565 water chemistry dataset

description: Raw data for the LDDsite565 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3z4g-pr42
title: Skilling Cottage charcoal surface sample dataset

description: Raw data for the Skilling Cottage charcoal surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15364927
title: Royal Botanic Garden Edinburgh Herbarium (E) Collector Cards

description: The Royal Botanic Garden Edinburgh Herbarium (E) has kept a card file database of Plant Collectors over the last 200 years. This card database has been scanned on a Kodak Page Perfect Card scanner by a number of volunteers (inc. James Cubey & Magnus Peacock). The data has then been transcribed by volunteer transcribers via DigiVol citizen science platform. (The resulting transcription data is a separate upload)
DOI: 10.5281/zenodo.15364928
title: Royal Botanic Garden Edinburgh Herbarium (E) Collector Cards

description: The Royal Botanic Garden Edinburgh Herbarium (E) has kept a card file database of Plant Collectors over the last 200 years. This card database has been scanned on a Kodak Page Perfect Card scanner by a number of volunteers (inc. James Cubey & Magnus Peacock). The data has then been transcribed by volunteer transcribers via DigiVol citizen science platform. (The resulting transcription data is a separate upload)
DOI: 10.21233/ed5y-xs65
title: Lake DV08 water chemistry dataset

description: Raw data for the Lake DV08 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/j4ea-9j98
title: Crystal Lake ostracode surface sample dataset

description: Raw data for the Crystal Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d39x-d482
title: Tuqiang testate amoebae surface sample dataset

description: Raw data for the Tuqiang testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/qdk4-4c57
title: Lake Owasso water chemistry dataset

description: Raw data for the Lake Owasso water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.25394/pgs.28959143
title: <b>Discourse Relation Dataset on Hands-on Engineering Tutorial Monologue Video Scripts Based on PDTB3 Scheme</b>

description: My research focuses on developing a specialized discourse relation dataset from hands-on engineering tutorial monologue video transcripts, based on the Penn Discourse Treebank 3.0 (PDTB-3) annotation framework. The core objective of this work is to systematically analyze and annotate how knowledge is structured and conveyed in technical instructional videos, which are a growing resource for self-guided learning in engineering domains.The study involves collecting transcripts from real-world engineering tutorials such as those on plumbing, welding, electrical wiring, and HVAC systems and annotating them with discourse relations that capture the logical, temporal, and causal connections between instructional steps. Using the PDTB-3 taxonomy, I categorized these relations into senses such as Contingency.Cause, Temporal.Synchronous, Expansion.Instantiation, and Comparison.Contrast, among others.What sets this research apart is its domain specificity and its incorporation of challenging discourse phenomena, including implicit connectives, non-adjacent argument spans, alternative lexicalizations (AltLex), and compound relations. These features reflect the nuanced ways expert instructors communicate procedural knowledge. To support this, I implemented a two-stage annotation process first, AI-assisted segmentation , followed by manual refinement and inter-annotator agreement evaluation.Additionally, the dataset was used to benchmark the discourse annotation capabilities of several Large Language Models (LLMs), such as ChatGPT-4, Claude 3 Sonnet, Gemini 2.0, and Grok 3.0. Metrics like accuracy and F1-score were used to compare their performance against human annotations.Overall, the research aims to contribute a high-quality resource that can be used to improve automated discourse understanding in technical education contexts. It bridges gaps in existing discourse datasets by targeting domain-specific, spoken-form, procedural knowledge—making it highly relevant for applications in AI-based tutoring systems, expert knowledge transfer, and educational content analysis.
DOI: 10.25394/pgs.28959143.v1
title: <b>Discourse Relation Dataset on Hands-on Engineering Tutorial Monologue Video Scripts Based on PDTB3 Scheme</b>

description: My research focuses on developing a specialized discourse relation dataset from hands-on engineering tutorial monologue video transcripts, based on the Penn Discourse Treebank 3.0 (PDTB-3) annotation framework. The core objective of this work is to systematically analyze and annotate how knowledge is structured and conveyed in technical instructional videos, which are a growing resource for self-guided learning in engineering domains.The study involves collecting transcripts from real-world engineering tutorials such as those on plumbing, welding, electrical wiring, and HVAC systems and annotating them with discourse relations that capture the logical, temporal, and causal connections between instructional steps. Using the PDTB-3 taxonomy, I categorized these relations into senses such as Contingency.Cause, Temporal.Synchronous, Expansion.Instantiation, and Comparison.Contrast, among others.What sets this research apart is its domain specificity and its incorporation of challenging discourse phenomena, including implicit connectives, non-adjacent argument spans, alternative lexicalizations (AltLex), and compound relations. These features reflect the nuanced ways expert instructors communicate procedural knowledge. To support this, I implemented a two-stage annotation process first, AI-assisted segmentation , followed by manual refinement and inter-annotator agreement evaluation.Additionally, the dataset was used to benchmark the discourse annotation capabilities of several Large Language Models (LLMs), such as ChatGPT-4, Claude 3 Sonnet, Gemini 2.0, and Grok 3.0. Metrics like accuracy and F1-score were used to compare their performance against human annotations.Overall, the research aims to contribute a high-quality resource that can be used to improve automated discourse understanding in technical education contexts. It bridges gaps in existing discourse datasets by targeting domain-specific, spoken-form, procedural knowledge—making it highly relevant for applications in AI-based tutoring systems, expert knowledge transfer, and educational content analysis.
DOI: 10.21233/8prp-h603
title: Unnamed Stock Dam pollen surface sample dataset

description: Raw data for the Unnamed Stock Dam pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jn6r5n
title: Occurrence Download

description: A dataset containing 1576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodesmum podocarpum subsp. oxyphyllum (DC.) H.Ohashi & R.R.Mill",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1576 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021968-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/36db-n016
title: LDDsite2840 water chemistry dataset

description: Raw data for the LDDsite2840 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/53bc-fw13
title: Devil's Den vertebrate fauna dataset

description: Raw data for the Devil's Den vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1mvv-7e91
title: Mukhrino Mire Complex testate amoebae surface sample dataset

description: Raw data for the Mukhrino Mire Complex testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ydyt-6174
title: Islands Lake ostracode surface sample dataset

description: Raw data for the Islands Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.4gen9m
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-481.14746 35.11362,-479.96562 35.11362,-479.96562 35.80123,-481.14746 35.80123,-481.14746 35.11362))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset includes 73 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023067-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/yfak-by10
title: Wally Creek testate amoebae surface sample dataset

description: Raw data for the Wally Creek testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/v7zq-j622
title: Lake Biwa, North Basin ostracode surface sample dataset

description: Raw data for the Lake Biwa, North Basin ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/fjp2-5v70
title: LDDsite1203 ostracode surface sample dataset

description: Raw data for the LDDsite1203 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.