cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/efnxay
title: Loon, Baanverbetering (Gemeente Assen, Dr.) Een Inventariserend Veldonderzoek (IVO-O) Verkennende Fase Definitief Steekproefrapport 2025-12/01

description: In opdracht van ProRail bv is een archeologisch veldonderzoek (verkennende fase)
uitgevoerd voor delen van een tracé aan beide kanten van een stuk spoor bij Loon
(Gemeente Assen, provincie Drenthe). De aanleiding voor het veldonderzoek is de
voorgenomen versterking van het talud en het uitgraven van sloten. Ten behoeve van de baanverbetering worden enkele stukken talud aangepast en worden sloten uitgegraven. De diepte van deze ingrepen wisselt tussen de 0,5 en 2 meter onder maaiveld.
Uit de resultaten van het booronderzoek blijkt dat de top van het dekzand (met
eventuele podzolbodem) in het noordelijke en zuidelijke deel van het plangebied volledig is vergraven. Enkele in boring 16 is nog een intacte podzolbodem aanwezig vanaf 33 centimeter onder maaiveld. In het middelste deel van het plangebied bestaat de ondergrond uit een beekdalbodem. Deze is nog grotendeels intact aanwezig onder een restant veraard veen.
DOI: 10.48580/dyfy.v72
title: A remarkable new species of the millipede genus Trachyjulus Peters, 1864 (Diplopoda, Spirostreptida, Cambalopsidae) from Thailand, based both on morphological and molecular evidence
DOI: 10.48580/dyg3.v79
title: Psychotria niauensis sp. nov. (Rubiaceae), espèce calcicole endémique de la Polynésie française, décrite de l’atoll soulevé de Niau (Tuamotu)
DOI: 10.48580/dyg9.v84
title: An abundant new genus and species of fan worms (Polychaeta: Sabellidae) from Hawaii
DOI: 10.48580/dygb.v88
title: Gryllotalpa weisei Simeu-Noutchom & Kekeunou sp. nov. and the first record of Gryllotalpa microptera (Chopard 1939) (Orthoptera, Gryllotalpidae) from Cameroon with redescription of the species
DOI: 10.48580/dyff.v77
title: Catalogue of species-group names assigned to Copris Geoffroy, Coptodactyla Burmeister, Litocopris Waterhouse, Microcopris Balthasar, Paracopris Balthasar, Pseudocopris Ferreira, Pseudopedaria Felsche, Sinocopris Ochi, Kon and Bai, and Thyregis Blackburn (Coleoptera: Scarabaeidae: Scarabaeinae: Coprini)
DOI: 10.48580/dyfj.v76
title: New species of Heteroceridae from Kenya and Zambia (Insecta, Coleoptera)
DOI: 10.15468/dl.ln4kbe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012954-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mu4ty
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chromidotilapia mrac Lamboj, 2002"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011300-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbtaou
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036410-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vend6v
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is ummz",
 "InstitutionCode is fmnh",
 "InstitutionCode is uf"
 ]
 },
 "TaxonKey is Cincelichthys bocourti (Vaillant & Pellegrin, 1902)"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126295-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfh0ne
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013064-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd9pbm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "InstitutionCode is one of (saiab, fishbase)",
 "TaxonKey is Chetia brevicauda Bills & Weyl, 2002"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011338-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j548hs
title: Occurrence Download

description: A dataset containing 44219534 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Spain"
 ]
}

 The dataset includes 44219534 records from 1700 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138264-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqm8ga
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cosmocladium constrictum"
 ]
}

 The dataset includes 24 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023955-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9k758t748m
title: 燃料电池CRWR和孔隙度的组合数据

description: 对于这个研究一开始我们认为对于流道宽度的变大对燃料电池的性能会有积极的影响，经过验证发现在直流道和蛇形流场这两种情况下流道宽度的变大对燃料电池的性能确实有着正向的影响，但是在平行流场中随着流道宽度的增大性能反而降低了，而宽度的减小对平行流场的气体均匀性分布反而更好，并且发现在不同的模型下三种模型有着各自的CRWR和孔隙度的最佳组合。
DOI: 10.17632/9k758t748m.1
title: 燃料电池CRWR和孔隙度的组合数据

description: 对于这个研究一开始我们认为对于流道宽度的变大对燃料电池的性能会有积极的影响，经过验证发现在直流道和蛇形流场这两种情况下流道宽度的变大对燃料电池的性能确实有着正向的影响，但是在平行流场中随着流道宽度的增大性能反而降低了，而宽度的减小对平行流场的气体均匀性分布反而更好，并且发现在不同的模型下三种模型有着各自的CRWR和孔隙度的最佳组合。
DOI: 10.17632/926hgzprx7
title: EPM Model Dataset for Bitcoin Pricing

description: This dataset supports the Equilibrium Pricing Model (EPM) for Bitcoin, as described in "What Determines The Price Of Bitcoin? The Bitcoin Equilibrium Pricing Model" (https://ssrn.com/abstract=5363189). It includes monthly M2 data for top 29 economies, daily Bitcoin OHLCV and market cap data, aggregated Bitcoin block statistics, and processed monthly data for the EPM model. Suitable for research in Economics, Finance, Cryptocurrency, Blockchain, and Data Science.
DOI: 10.15468/dl.avjktn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinophysis schilleri",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023957-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/926hgzprx7.3
title: EPM Model Dataset for Bitcoin Pricing

description: This dataset supports the Equilibrium Pricing Model (EPM) for Bitcoin, as described in "What Determines The Price Of Bitcoin? The Bitcoin Equilibrium Pricing Model" (https://ssrn.com/abstract=5363189). It includes monthly M2 data for top 29 economies, daily Bitcoin OHLCV and market cap data, aggregated Bitcoin block statistics, and processed monthly data for the EPM model. Suitable for research in Economics, Finance, Cryptocurrency, Blockchain, and Data Science.
DOI: 10.15468/dl.np9j3k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monoplacophora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -60,-50 -60,-50 -50,-60 -50,-60 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023959-251009101135966/datasets/export for details.
DOI: 10.17632/bf6vhtgjky
title: Research-data

description: This repository contains all the supporting data for the study titled "Energy-Aware Job Shop and Transportation Scheduling under Time-of-Use Electricity Pricing and Workforce Constraints."

- "Augmented_instances.xlsx" contains the augmented benchmark instances.
- "Experiment_results.xlsx" contains the results of experiments conducted with the $\epsilon$-constraint approach. The first five sheets report the average and standard deviation () values after 50 simulation replications.
- "Sensitivity_analysis_results.xlsx" contains the average values of the two sensitivity analyses.
- "HRIs_results.xlsx" contains the (curated) results of the sensitivity analysis on human-robot interaction durations.
- "Pareto_analysis.xlsx" contains the results of the non-dominated solutions analysis.
DOI: 10.17632/bf6vhtgjky.1
title: Research-data

description: This repository contains all the supporting data for the study titled "Energy-Aware Job Shop and Transportation Scheduling under Time-of-Use Electricity Pricing and Workforce Constraints."

- "Augmented_instances.xlsx" contains the augmented benchmark instances.
- "Experiment_results.xlsx" contains the results of experiments conducted with the $\epsilon$-constraint approach. The first five sheets report the average and standard deviation () values after 50 simulation replications.
- "Sensitivity_analysis_results.xlsx" contains the average values of the two sensitivity analyses.
- "HRIs_results.xlsx" contains the (curated) results of the sensitivity analysis on human-robot interaction durations.
- "Pareto_analysis.xlsx" contains the results of the non-dominated solutions analysis.
DOI: 10.15468/dl.5txb54
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-160 0,-150 0,-150 10,-160 10,-160 0))"
 ]
}

 The dataset includes 651 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023960-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/krn9bzypsn.1
title: SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems

description: This dataset comprises a Bengali-language educational corpus specifically curated to support the fine-tuning and evaluation of AI-driven, hint-based tutoring systems aligned with the Secondary School Certificate (SSC) science curriculum of Bangladesh. It contains a total of 11,286 structured question–answer–hint entries, distributed across three core science subjects:
- Biology: 4,859 entries (14 chapters)
- Chemistry: 3,034 entries (12 chapters)
- Physics: 3,393 entries (14 chapters)

Each entry includes:
- A question written in Bengali
- Five progressively ranked hints guiding learners from general to specific concepts
- A convergence metric estimating the probability of a correct response at each hint
- Correct and distractor answers based on common student misconceptions
- Curriculum-aligned topic tags mapped to the SSC syllabus

All data are encoded in UTF-8 JSON Lines (.jsonl) format, ensuring compatibility with Bengali NLP tools and large-scale AI training pipelines. The dataset’s structured design supports personalized feedback, enabling adaptive learning, retrieval-augmented generation (RAG), and fine-tuning of large language models (LLMs) for education in low-resource languages.
DOI: 10.15468/dl.xvuhf2
title: Occurrence Download

description: A dataset containing 3510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sonneratia alba"
 ]
}

 The dataset includes 3510 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023958-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mphvzh
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium ecklonii"
 ]
}

 The dataset includes 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002341-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ybvt7
title: Occurrence Download

description: A dataset containing 4997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclospermum leptophyllum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4997 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002338-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc9vj2
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Rhizophora racemosa"
 ]
}

 The dataset includes 70 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002342-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qgyxm
title: Occurrence Download

description: A dataset containing 303972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ranunculus variifolius, Ranunculus bulbosus, Ranunculus bipinnatus, Ranunculus bulbosus, Ranunculus bulbosus, Ranunculus bulbosus osiae, Ranunculus bulbosus osii, Ranunculus bulbosus osii, Ranunculus dissectus, Ranunculus gallecicus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 303972 records from 2009 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18672513
title: Myeloma Precursors Erode Durable Immunity: Final Results of the IMPACT study
DOI: 10.5281/zenodo.18672512
title: Myeloma Precursors Erode Durable Immunity: Final Results of the IMPACT study
DOI: 10.3535/a48-0xx-lg3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pn9-mpm-wqp
title: Elaphe

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vv-zsd-1kd
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wa-xrn-9vr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xkb-el5-pqq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0p8-fsn-em7
title: Elaphe

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szr-wzb-x90
title: Lacertidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8es-3l5-pst
title: Lacertidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7l-jy9-3jl
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dk7-w34-zd0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpd-33g-rk7
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cwx-1g1-n0y
title: Naja nubiae Wüster & Broadley, 2003

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02x-ht5-hqk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/af5-ac5-532
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15156/bio/sh1394112.10fu
title: SH1394112.10FU

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/sh1394117.10fu
title: SH1394117.10FU

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/sh1394118.10fu
title: SH1394118.10FU

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/sh1394119.10fu
title: SH1394119.10FU

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/sh1394120.10fu
title: SH1394120.10FU

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.