cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/cb9b04ff-40d2-44fa-99b9-f182cee629f1.v1
title: Data and code related to PhD thesis: Field-Validated Aging Protocols for Paving Binders An Integrated Chemo-Rheological and Data-Driven Framework

description: FTIR data recorded from bituminous binder aged under different aging conditions in lab along with the code to read them for further analysisResearch objective: understanding bituminous aging under environmental aging factorstype of research: Experimental laboratory workmethod of data collection: FTIR measurementstype of data: csv files containing wavenumbers and absorbance
DOI: 10.15468/dl.mcqqj8
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Pteronura brasiliensis",
 "Year 2010-2020"
 ]
}

 The dataset includes 345 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008996-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u7rsm
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phacelia campanularia",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008997-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7axr6u
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phacelia campanularia",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008998-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wp92ub
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phacelia campanularia",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008999-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b336aw
title: Occurrence Download

description: A dataset containing 16984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.96917 -33.59337,-52.21060 -33.59337,-52.21060 -32.89024,-53.96917 -32.89024,-53.96917 -33.59337))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 16984 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008995-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135469
title: Digital Archive from an Archaeological Excavation north of Grange Road, Tongham, Surrey, September-November 2020

description: This collection comprises images, databases, carbon dating certificates and GIS data from an archaeological excavation at land on the north side of Grange Road, Tongham, Surrey, undertaken by Cotswold Archaeology between early September and late November 2020 at the request of Barratt David Wilson Homes for a proposed development of the 1.8ha site.
DOI: 10.15468/dl.bbgupu
title: Occurrence Download

description: A dataset containing 296011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Anser anser",
 "Year 2020-2023"
 ]
}

 The dataset includes 296011 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008954-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33829.77287
title: Annexure E: Comparative Analysis of Laghu-Guru Sort Algorithms using Differential Computing Metrics
DOI: 10.5281/zenodo.15690035
title: Intermediate version of Data Management Plan

description: The Intermediate Data Management Plan (DMP) of the WATERUN project was delivered at Month 36 (June 2025). It updates and builds upon the initial DMP submitted at Month 6, detailing how the project manages the data it generates and uses.

It provides updated information on the nature of the datasets produced, their access conditions (public or restricted), the repositories used (Zenodo or project SharePoint), and the metadata associated with each dataset. The DMP reflects the project's commitment to FAIR (Findable, Accessible, Interoperable, and Reusable) data principles, and outlines the procedures for data sharing, licensing, and long-term preservation.

As part of this submission, the metadata sheets completed by the data-producing partners (AIMEN, AU, DCU, TUB, UFZ, and OiEau) are attached to this record as supplementary files. These metadata sheets provide detailed descriptions for each dataset identified to date.

The final version of the DMP will be produced at Month 48 and will include additional metadata for datasets related to deliverables produced between Month 36 and Month 48.
DOI: 10.5281/zenodo.15690036
title: Intermediate version of Data Management Plan

description: The Intermediate Data Management Plan (DMP) of the WATERUN project was delivered at Month 36 (June 2025). It updates and builds upon the initial DMP submitted at Month 6, detailing how the project manages the data it generates and uses.

It provides updated information on the nature of the datasets produced, their access conditions (public or restricted), the repositories used (Zenodo or project SharePoint), and the metadata associated with each dataset. The DMP reflects the project's commitment to FAIR (Findable, Accessible, Interoperable, and Reusable) data principles, and outlines the procedures for data sharing, licensing, and long-term preservation.

As part of this submission, the metadata sheets completed by the data-producing partners (AIMEN, AU, DCU, TUB, UFZ, and OiEau) are attached to this record as supplementary files. These metadata sheets provide detailed descriptions for each dataset identified to date.

The final version of the DMP will be produced at Month 48 and will include additional metadata for datasets related to deliverables produced between Month 36 and Month 48.
DOI: 10.6084/m9.figshare.30188437
title: Extended data 1

description: Predicted Animo Acid sequences following framshit mutations in PKHD1
DOI: 10.6084/m9.figshare.30188437.v1
title: Extended data 1

description: Predicted Animo Acid sequences following framshit mutations in PKHD1
DOI: 10.15468/dl.arttsk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phacelia campanularia",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009000-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c78sde
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philemon eichhorni"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009001-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lhnqp3
title: Replication Data for: Customization and the Customer Journey

description: Data and code to conduct the analysis in the manuscript.
description: Stata, 18
description: R, 4.3.0
description: SPSS, 29
DOI: 10.15468/dl.2tmxjg
title: Occurrence Download

description: A dataset containing 562604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex aquifolium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 562604 records from 2063 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008949-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq2hsh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia draveillensis Coste & Ricard, 1980, Nitzschia frequens Hustedt, 1957, Nitzschia paleaeformis Hustedt, 1950, Nitzschia perspicua Cholnoky, 1960, Nitzschia pumila Hustedt, 1954, Nitzschia radicula Hustedt, 1942, Nitzschia solita Hustedt, 1953, Nitzschia spiculum Hustedt, 1949, Nitzschia subsalsa Cholnoky, 1968, Pinnularia microstauron Mayer, 1913, Stephanodiscus minutulus (Kützing) Cleve & Möller, 1882, Tryblionella littoralis (Grunow) D.G.Mann, 1990, Tryblionella littoralis Round et al., 1990, Navicula accommoda Hustedt, 1950, Diploneis smithi, Nitzschia littoralis Grunow, 1880, Diploneis smithii (Brébisson) Cleve, 1894, Anomoeoneis sphaerophora E.Pfitzer, 1871, Cyclostephanos invisitatus (Hohn & Hellermann) Theriot, Stoermer & Håkasson, 1988, Stephanodiscus invisitatus Hohn & Hellermann, 1963, Cyclotella atomus Hustedt, 1937, Denticula kuetzingii Grunow, 1862, Encyonema volkii (Rumrich, Krammer & Lange-Bertalot) Krammer, 1997, Cymbella volkii Rumrich, Krammer & Lange-Bertalot, 1993, Fallacia tenera (Hustedt) D.G.Mann, 1990, Navicula tenera Hustedt, 1937, Luticola mutica (Kützing) D.G.Mann, 1990, Navicula microcari Lange-Bertalot, Navicula subrhynchocephala Hustedt, Nitzschia agnita Hustedt, 1957, Nitzschia elegantula Grunow, 1881, Nitzschia fonticola (Grunow) Grunow, 1881, Nitzschia inconspicua Grunow, 1862, Nitzschia lancettula O.F.Müller, Nitzschia rautenbachiae Cholnoky, 1957, Nitzschia siliqua Archibald, 1966, Nitzschia supralitorea Lange-Bertalot, 1979, Nitzschia valdecostata Lange-Bertalot & Simonsen, 1978, Planothidium lanceolatum (Bréb. ex Kütz.) Lange-Bert., Tryblionella gracilis W.Smith, 1853, Encyonopsis cesatii (Rabenhorst) Krammer, 1997, Gomphonema angustatum (Kützing) Rabenhorst, 1864, Mayamaea atomus (Kützing) Lange-Bertalot, 1997, Navicula amphiceropsis Lange-Bertalot & U.Rumrich, Nitzschia rosenstockii Lange-Bertalot, 1980, Planothidium rostratum (Østrup) Lange-Bertalot, 1999, Stauroneis submarina Hustedt, 1956, Achnanthes coarctata (Brébisson ex W.Smith) Grunow, 1880, Nitzschia angustatula Lange-Bertalot, 1987)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067024-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12267326
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.dfa4dw
title: Occurrence Download

description: A dataset containing 7448 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammal records for Dumfries and Galloway"
 ]
}

 The dataset includes 7448 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067025-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtsf2t
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CO1 Amplicon Sequence Variants of soil and leaf litter arthropod communities collected at Malaise traps from the Insect Biome Atlas project in Sweden",
 "TaxonKey is BOLD:ADN2650"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067026-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6092/unibo/amsacta/8395
title: Data about the effect of short-chain PFAS exposure during gestation and breastfeeding on alteration of learning and memory in adulthood

description: The dataset includes detailed outcomes of in vivo and ex vivo tests, aimed to investigate the effect of short-chain Per- and polyfluoroalkyl substances (PFAS) maternal exposure on neurodevelopment in rats. Animals have been exposed to two different contaminants (PFBA, Perfluorobutanoic acid; and GenX, Ammonium Perfluoro, 2-methyl-3-oxahexanoate) at two different doses (indicated as LD, low dose, and HD, high dose) indirectly, through the maternal exposure (4 weeks pre-gestation, gestation, and lactation periods). Tests include a battery of standardized behavioral performed during adult life (9 weeks after weaning), assays designed to probe distinct facets of neurological function. Motor coordination and balance were quantitatively assessed via the Rotarod test. Spontaneous locomotion, reflecting exploratory behavior and anxiety-like states, was evaluated through open-field activity. Cognitive and mnemonic abilities were thoroughly investigated using the Morris water maze.
In vivo analysis have been implemented with quantification of circulating hormones and gene expression data of neurogenesis marker in the hippocampus. Furthermore, the dataset integrates cell culture data from ex vivo studies, using primary hippocampl neurons (isolated from P0 pups exposed to PFBA during gestation) providing a comprehensive view. 
This dataset also includes quantitative analyses of short-chain PFAS residues in key tissues (liver, kidneys, brain, and thyroid).
DOI: 10.60933/prdr/lhmxyw
title: Effects of resistance training on gait improvement and muscle strength enhancement in unilateral transfemoral amputees

description: Data of gait analysis muscle strength and walking assessments
DOI: 10.15468/dl.f7gtbq
title: Occurrence Download

description: A dataset containing 1175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Eulychnia Phil."
 ]
}

 The dataset includes 1175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067028-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/wpsc4x
title: Fish of the rivers of Crimea and the Northern Azov region

description: The data were collected as part of ichthyological studies of small rivers of the Northern Azov Sea and rivers of Crimea. The data collection was carried out as part of expeditionary studies using various ichthyological methods.
DOI: 10.17028/rd.lboro.29390291
title: Supplementary information files for "The influence of cone orifice diameter on ion transmission in solution and laser ablation ICP-MS"

description: Supplementary files for article "The influence of cone orifice diameter on ion transmission in solution and laser ablation ICP-MS"Optimal sampler and skimmer cone orifice diameter has been well developed for solution based inductively coupled plasma-mass spectrometry (ICP-MS) but is not fully understood for modern laser ablation (LA) systems. This research investigates the impact of various cone orifice sets and the effect they have on ICP-MS sensitivity using solution mode and whilst using a low-dispersion LA system. A wide range of elements between the masses<sup> </sup><sup>7</sup>Li and <sup>238</sup>U and their oxides have been measured <i>via</i> solution nebulisation as well as NIST 610 glass reference material and multi-elemental gelatine microdroplets via laser ablation. For multi-elemental micro droplets, 7 out of 11 elements analysed showed a statistically significant increase in sensitivity when a reduction of cone orifice size of 0.1 mm was used, compared to the standard cone orifice size. Similarly, for the ablation of NIST 610, 7 out of 11 elements displayed a statistically higher sensitivity with a 0.1 mm reduced orifice size. This analysis has confirmed suitability of standard cone sets for nebulisation of homogeneous solutions whilst suggesting a slight reduction in cone orifice diameter improves ion transmission through the cones towards the mass spectrometer by up to 272% (NIST 610) or 124% (multi-elemental droplets) for LA-ICP-MS.©Royal Society of Chemistry. CC BY 3.0
DOI: 10.17028/rd.lboro.29390291.v1
title: Supplementary information files for "The influence of cone orifice diameter on ion transmission in solution and laser ablation ICP-MS"

description: Supplementary files for article "The influence of cone orifice diameter on ion transmission in solution and laser ablation ICP-MS"Optimal sampler and skimmer cone orifice diameter has been well developed for solution based inductively coupled plasma-mass spectrometry (ICP-MS) but is not fully understood for modern laser ablation (LA) systems. This research investigates the impact of various cone orifice sets and the effect they have on ICP-MS sensitivity using solution mode and whilst using a low-dispersion LA system. A wide range of elements between the masses<sup> </sup><sup>7</sup>Li and <sup>238</sup>U and their oxides have been measured <i>via</i> solution nebulisation as well as NIST 610 glass reference material and multi-elemental gelatine microdroplets via laser ablation. For multi-elemental micro droplets, 7 out of 11 elements analysed showed a statistically significant increase in sensitivity when a reduction of cone orifice size of 0.1 mm was used, compared to the standard cone orifice size. Similarly, for the ablation of NIST 610, 7 out of 11 elements displayed a statistically higher sensitivity with a 0.1 mm reduced orifice size. This analysis has confirmed suitability of standard cone sets for nebulisation of homogeneous solutions whilst suggesting a slight reduction in cone orifice diameter improves ion transmission through the cones towards the mass spectrometer by up to 272% (NIST 610) or 124% (multi-elemental droplets) for LA-ICP-MS.©Royal Society of Chemistry. CC BY 3.0
DOI: 10.6084/m9.figshare.28827413
title: Ile_by_Leu - M_LDL_TG

description: This file contains the GWAS summary statistics for 【Ile_by_Leu - M_LDL_TG】, 80 of the 313 metabolic traits profiled in an NMR-based metabolomics study involving 189,846 white British individuals from the UK Biobank.Metabolite levels were natural log-transformed and adjusted for covariates including age, ethnicity, sex, fasting time, month of assessment, genotype measurement batch, the top 40 genotype PCs, age indicators by sex interactions, and ethnicity by sex interactions. The resulting scaled residuals were used in GWAS, which was performed using an additive linear model implemented in PLINK 2.0.
DOI: 10.6084/m9.figshare.28827413.v1
title: Ile_by_Leu - M_LDL_TG

description: This file contains the GWAS summary statistics for 【Ile_by_Leu - M_LDL_TG】, 80 of the 313 metabolic traits profiled in an NMR-based metabolomics study involving 189,846 white British individuals from the UK Biobank.Metabolite levels were natural log-transformed and adjusted for covariates including age, ethnicity, sex, fasting time, month of assessment, genotype measurement batch, the top 40 genotype PCs, age indicators by sex interactions, and ethnicity by sex interactions. The resulting scaled residuals were used in GWAS, which was performed using an additive linear model implemented in PLINK 2.0.
DOI: 10.15468/dl.2ph3vs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia draveillensis Coste & Ricard, 1980, Nitzschia frequens Hustedt, 1957, Nitzschia paleaeformis Hustedt, 1950, Nitzschia perspicua Cholnoky, 1960, Nitzschia pumila Hustedt, 1954, Nitzschia radicula Hustedt, 1942, Nitzschia solita Hustedt, 1953, Nitzschia spiculum Hustedt, 1949, Nitzschia subsalsa Cholnoky, 1968, Pinnularia microstauron Mayer, 1913, Stephanodiscus minutulus (Kützing) Cleve & Möller, 1882, Tryblionella littoralis (Grunow) D.G.Mann, 1990, Tryblionella littoralis Round et al., 1990, Navicula accommoda Hustedt, 1950, Diploneis smithi, Nitzschia littoralis Grunow, 1880, Diploneis smithii (Brébisson) Cleve, 1894, Anomoeoneis sphaerophora E.Pfitzer, 1871, Cyclostephanos invisitatus (Hohn & Hellermann) Theriot, Stoermer & Håkasson, 1988, Stephanodiscus invisitatus Hohn & Hellermann, 1963, Cyclotella atomus Hustedt, 1937, Denticula kuetzingii Grunow, 1862, Encyonema volkii (Rumrich, Krammer & Lange-Bertalot) Krammer, 1997, Cymbella volkii Rumrich, Krammer & Lange-Bertalot, 1993, Fallacia tenera (Hustedt) D.G.Mann, 1990, Navicula tenera Hustedt, 1937, Luticola mutica (Kützing) D.G.Mann, 1990, Navicula microcari Lange-Bertalot, Navicula subrhynchocephala Hustedt, Nitzschia agnita Hustedt, 1957, Nitzschia elegantula Grunow, 1881, Nitzschia fonticola (Grunow) Grunow, 1881, Nitzschia inconspicua Grunow, 1862, Nitzschia lancettula O.F.Müller, Nitzschia rautenbachiae Cholnoky, 1957, Nitzschia siliqua Archibald, 1966, Nitzschia supralitorea Lange-Bertalot, 1979, Nitzschia valdecostata Lange-Bertalot & Simonsen, 1978, Planothidium lanceolatum (Bréb. ex Kütz.) Lange-Bert., Tryblionella gracilis W.Smith, 1853, Encyonopsis cesatii (Rabenhorst) Krammer, 1997, Gomphonema angustatum (Kützing) Rabenhorst, 1864, Mayamaea atomus (Kützing) Lange-Bertalot, 1997, Navicula amphiceropsis Lange-Bertalot & U.Rumrich, Nitzschia rosenstockii Lange-Bertalot, 1980, Planothidium rostratum (Østrup) Lange-Bertalot, 1999, Stauroneis submarina Hustedt, 1956, Achnanthes coarctata (Brébisson ex W.Smith) Grunow, 1880, Nitzschia angustatula Lange-Bertalot, 1987)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067029-250525065834625/datasets/export for details.
DOI: 10.15468/shsd5y
title: Fish of the Sea of Azov

description: The data were collected as part of ichthyological research in the waters of the Sea of ​​Azov, Molochny Estuary, Utlyutsky Estuary and Syvash. The data were collected as part of expeditionary research using various ichthyological methods.