cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/dans-xr9-b86v
title: PAN-00014051 - brooch Almgren 16

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00014051&lt;/p&gt;
description: Modified: 2019-09-10T10:25:36+02:00
DOI: 10.3535/qvc-19b-36t
title: Cucullia Schrank, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpb-fgk-da9
title: Anaplectoides prasina [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xnd-rxb-azq
title: Mythimna (Hyphilare) ferrago Fabricius, 1787

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-b882
title: PAN-00059994 - symmetrical buckle with simple integral bar, oval

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00059994&lt;/p&gt;
description: Modified: 2019-10-28T09:48:22+01:00
DOI: 10.3535/rr5-3rm-90n
title: Pachetra sagittigera Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yd6-tqh-q2t
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ek-ye2-m4j
title: Hecatera dysodea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-bv33
title: PAN-00065903 - Roman decorative nail A

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00065903&lt;/p&gt;
description: Modified: 2022-10-17T14:37:39+02:00
DOI: 10.3535/6yj-22m-0sv
title: Orthosia (Cororthosia) gracilis rufescens Tutt, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqs-g7m-b8x
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d03-4gh-dmf
title: Lacanobia (Dianobia) contigua [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zgx-1c2-vd4
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-csbx
title: PAN-00034079 - coin/coin-related, stad, duitken (drie mijt)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00034079&lt;/p&gt;
description: Modified: 2020-06-09T09:49:51+02:00
DOI: 10.3535/ec3-e7y-y66
title: Orthosia (Monima) cerasi Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j68-x7x-h6w
title: Hecatera dysodea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wf-xsr-a4q
title: Naenia typica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-ct3f
title: PAN-00015055 - one-ribbed La Tène bracelet variant H3a

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00015055&lt;/p&gt;
description: Modified: 2019-09-10T10:32:07+02:00
DOI: 10.3535/285-4el-p78
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2k2-xsq-c7p
title: Mythimna (Prodigithymna) prominens Walker, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/81y-vv0-ekh
title: Mythimna (Hyphilare) albipuncta [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wz0-qx2-wqv
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-czhm
title: PAN-00055875 - square disc brooch with ornamented corners: type Bos 2.9.3.2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00055875&lt;/p&gt;
description: Modified: 2019-10-28T09:34:18+01:00
DOI: 10.3535/4ky-6hb-jpa
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xdk-khc-1ky
title: Mythimna (Hyphilare) l-album Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jn-68q-b2g
title: Orthosia (Semiophora) gothica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b0b-c62-npg
title: Orthosia (Monima) miniosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-duy7
title: Bureauonderzoek Clavecymbelstraat te Maastricht
title: SYNTHEGRA 2006 146

description: &lt;p&gt;onderzoeksrapport&lt;/p&gt;
description: &lt;p&gt;SYNTHEGRA 2006 146&lt;/p&gt;
description: Date: 03-08-2006 (aanvang onderzoek)
DOI: 10.3535/vq1-jex-g83
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vrx-gp3-gpx
title: Senta flammea Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pp-m5m-llr
title: Mythimna (Mythimna) straminea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yz-721-nt5
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-dyun
title: PAN-00105570 - cup indifferent

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105570&lt;/p&gt;
description: Modified: 2022-04-28T13:45:14+02:00
DOI: 10.3535/kx9-bvt-0j0
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8f7-f4t-zgt
title: Orthosia (Monima) miniosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d1r-bam-k2b
title: Hecatera bicolorata Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jd-e8g-b3q
title: Mythimna (Mythimna) pallens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ba-anj-8vk
title: Naenia typica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-empz
title: PAN-00014776 - coin/coin-related, Antoninus Pius (138-161) / Commodus (180-192), dupondius/as

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00014776&lt;/p&gt;
description: Modified: 2020-06-09T08:54:33+02:00
DOI: 10.3535/9rs-96y-45z
title: Lacanobia (Diataraxia) splendens Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lkf-yb0-fag
title: Anarta (Calocestra) trifolii Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nk5-lgs-blk
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-epbq
title: PAN-00085452 - lead loom weight A

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00085452&lt;/p&gt;
description: Modified: 2022-02-11T10:44:41+01:00
DOI: 10.3535/3gg-2lz-j12
title: Mythimna (Hyphilare) albipuncta [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6qw-q65-w2r
title: Mythimna (Hyphilare) albipuncta [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7r9-tgv-qny
title: Xestia (Xestia) baja [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lle-sve-1cz
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-fa2z
title: PAN-00060852 - iron open socketed axe

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00060852&lt;/p&gt;
description: Modified: 2020-06-18T10:22:16+02:00
DOI: 10.3535/3lb-cmq-qkk
title: Ceramica pisi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5me-qe5-xk2
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dkw-51p-jmw
title: Ceramica pisi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xr9-fhjd
title: PAN-00083033 - applique figurative (other)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00083033&lt;/p&gt;
description: Modified: 2023-05-30T12:52:57+02:00
DOI: 10.3535/pdg-rwr-703
title: Xestia xanthographa (Denis & Schiffermüller, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/scy-004-3ce
title: Orthosia (Monima) cruda [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.57745/f9l1q1
title: score_roof_mergePv__41.shp
DOI: 10.15468/dl.w8nj5a
title: Occurrence Download

description: A dataset containing 20854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum mantegazzianum",
 "HasCoordinate is true",
 "Country is Sweden"
 ]
}

 The dataset includes 20854 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004806-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/iswdi5
title: score_roof_mergePv__42.prj
DOI: 10.57745/vd8eeh
title: score_roof_mergePv__42.dbf
DOI: 10.57745/f5jxwa
title: score_roof_mergePv__42.tab
DOI: 10.17632/448b6shh8y
title: DCMS DLC Coatings Producing Assistant Testing Data

description: This dataset supports the research paper on the development of a specialized intelligent assistant for diamond-like carbon (DLC) coatings. The central hypothesis is that a Large Language Model (LLM) enhanced with a domain-specific Retrieval Augmented Generation (RAG) technique can significantly outperform base LLMs in handling complex technical tasks within the niche field of magnetron-sputtered DLC coatings. The data was gathered to train and rigorously evaluate this hypothesis. It represents a curated knowledge base of scientific publications and a series of technical queries and answers related to DLC coating processes, properties, and problem-solving. Each row in the dataset corresponds to a specific scientific document. The core data includes the original Filename, Title, and summaries of the source papers. The key generated fields are the Questions and answers and the Relevant papers retrieved by the RAG system for each query. The performance data is captured through multiple evaluation columns. For both the specialized Assistant (powered by either DeepSeek or GLM) and the Base LLMs, the dataset provides the model's generated answers, overall evaluation verdicts, and fractional scores indicating the rate of fully correct answers (A evals fraction) and partially correct answers (A,C evals fraction). The data shows a notable finding: the RAG-enhanced Assistant achieved a dramatically higher accuracy of 87% in responding to technical questions compared to the 25% accuracy of the base LLM, quantitatively demonstrating the value of domain-specific knowledge augmentation. Researchers can use this dataset to analyze the types of questions where the specialized system succeeds or fails, understand the relevance of the retrieved papers for accurate answering, and potentially use the question-answer pairs as a benchmark for developing their own domain-specific AI assistants in materials science.
DOI: 10.57745/3v22it
title: score_roof_mergePv__42.cpg
DOI: 10.57745/lqxujt
title: roof_types_buildings_repartition__42.tab
DOI: 10.57745/c33w0a
title: score_roof_mergePv__42.shp
DOI: 10.57745/dgllw3
title: score_roof_mergePv__42.shx
DOI: 10.17632/448b6shh8y.1
title: DCMS DLC Coatings Producing Assistant Testing Data

description: This dataset supports the research paper on the development of a specialized intelligent assistant for diamond-like carbon (DLC) coatings. The central hypothesis is that a Large Language Model (LLM) enhanced with a domain-specific Retrieval Augmented Generation (RAG) technique can significantly outperform base LLMs in handling complex technical tasks within the niche field of magnetron-sputtered DLC coatings. The data was gathered to train and rigorously evaluate this hypothesis. It represents a curated knowledge base of scientific publications and a series of technical queries and answers related to DLC coating processes, properties, and problem-solving. Each row in the dataset corresponds to a specific scientific document. The core data includes the original Filename, Title, and summaries of the source papers. The key generated fields are the Questions and answers and the Relevant papers retrieved by the RAG system for each query. The performance data is captured through multiple evaluation columns. For both the specialized Assistant (powered by either DeepSeek or GLM) and the Base LLMs, the dataset provides the model's generated answers, overall evaluation verdicts, and fractional scores indicating the rate of fully correct answers (A evals fraction) and partially correct answers (A,C evals fraction). The data shows a notable finding: the RAG-enhanced Assistant achieved a dramatically higher accuracy of 87% in responding to technical questions compared to the 25% accuracy of the base LLM, quantitatively demonstrating the value of domain-specific knowledge augmentation. Researchers can use this dataset to analyze the types of questions where the specialized system succeeds or fails, understand the relevance of the retrieved papers for accurate answering, and potentially use the question-answer pairs as a benchmark for developing their own domain-specific AI assistants in materials science.
DOI: 10.57745/1eanvw
title: infos__42.txt
DOI: 10.57745/4gjbwm
title: score_roof_mergePv__43.dbf
DOI: 10.57745/qpv1cs
title: score_roof_mergePv__43.prj
DOI: 10.17632/g3bypnfh2y
title: The design of a thin-walled heat dissipation structure incorporating vortex-porous block coupling

description: This data includes the original data exported after numerical calculation and the calculation results. The model's Nusselt number, pressure drop, and performance evaluation index have been computed, and the data includes the coordinates, velocity, and temperature of every node.
DOI: 10.57745/zgvhms
title: score_roof_mergePv__43.tab
DOI: 10.57745/3rk4vk
title: roof_types_buildings_repartition__43.tab
DOI: 10.57745/kbyjxd
title: score_roof_mergePv__43.shp
DOI: 10.17632/g3bypnfh2y.1
title: The design of a thin-walled heat dissipation structure incorporating vortex-porous block coupling

description: This data includes the original data exported after numerical calculation and the calculation results. The model's Nusselt number, pressure drop, and performance evaluation index have been computed, and the data includes the coordinates, velocity, and temperature of every node.
DOI: 10.57745/m8ijmv
title: infos__43.txt
DOI: 10.57745/kprn1y
title: score_roof_mergePv__43.cpg
DOI: 10.57745/p6b3qo
title: score_roof_mergePv__43.shx
DOI: 10.57745/fvyee1
title: score_roof_mergePv__46.shp
DOI: 10.57745/2dtffj
title: score_roof_mergePv__46.dbf
DOI: 10.57745/tewuh2
title: score_roof_mergePv__46.tab
DOI: 10.57745/zl7pql
title: score_roof_mergePv__46.prj
DOI: 10.17632/2x57v8wbbv.1
title: Soil Hydraulic Properties

description: Soil hydraulic parameters and properties estimated using the centrifuge method.
θr: residual water content
θs: saturated water content
α: scaling parameter as an inverse matric potential at air-entry
n: fitting dimensionless parameter, related to curve shape, porosity and pore size distribution
m: shape factor defined under Mualem’s restriction
FC: field capacity
PWP: permanent wilting point
AWC: available water content
DOI: 10.57745/nztzup
title: score_roof_mergePv__46.shx
DOI: 10.57745/wjvvrf
title: infos__46.txt
DOI: 10.57745/iv6dln
title: score_roof_mergePv__46.cpg
DOI: 10.57745/onzxtp
title: roof_types_buildings_repartition__46.tab
DOI: 10.57745/slqafx
title: roof_types_buildings_repartition__49.tab
DOI: 10.57745/k16hnq
title: score_roof_mergePv__49.dbf
DOI: 10.57745/lgz79o
title: score_roof_mergePv__49.prj
DOI: 10.57745/vbaivz
title: infos__49.txt
DOI: 10.57745/rnffi7
title: score_roof_mergePv__49.shx
DOI: 10.15468/dl.fmb3xw
title: Occurrence Download

description: A dataset containing 10627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum mantegazzianum",
 "HasCoordinate is true",
 "Country is Norway"
 ]
}

 The dataset includes 10627 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004807-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/rnu8tr
title: score_roof_mergePv__49.tab
DOI: 10.57745/xaezgj
title: score_roof_mergePv__49.cpg
DOI: 10.57745/bgqu6s
title: score_roof_mergePv__49.shp
DOI: 10.15156/bio/sh1124814.10fu
title: SH1124814.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1124816.10fu
title: SH1124816.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.25574/29501
title: Chandra X-ray Observatory ObsId 29501

description: X-RAY EMISSION FROM STAR-FORMING DWARF GALAXIES WITH BROAD LINE AGN SIGNATURES
DOI: 10.15156/bio/sh1124821.10fu
title: SH1124821.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1124828.10fu
title: SH1124828.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.e6vh3b
title: Occurrence Download

description: A dataset containing 8434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aedes albopictus, Aedes aegypti)",
 "Country is Mexico",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 8434 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002639-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.