cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.48afqd
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia hockii De Wild."
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012930-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu6v4x
title: Occurrence Download

description: A dataset containing 12304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Spain, Andorra)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidium didymum L."
 ]
}

 The dataset includes 12304 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156968-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za5458
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bouteloua gracilis (Kunth) Lag.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278419-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1ntftx
title: Occurrence Download

description: A dataset containing 1872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taxodium mucronatum Ten."
 ]
}

 The dataset includes 1872 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007252-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3yq6n
title: Occurrence Download

description: A dataset containing 4642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus terrestris L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 4642 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008704-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfn3ve
title: Occurrence Download

description: A dataset containing 262808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazilia tzacatl (de la Llave, 1833)"
 ]
}

 The dataset includes 262808 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yosw2n
title: Occurrence Download

description: A dataset containing 9582 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario florístico de la región Calakmul-parte baja de la región Lacandona (Cuenca alta del Usumacinta y Marqués de Comillas)"
 ]
}

 The dataset includes 9582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eav7w6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryadella perpusilla (Kraenzl.) Luer"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156970-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwmv24
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachygastra lecheguana (Latreille, 1824))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 185 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278424-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukdy5a
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angraecum aporoides Summerh."
 ]
}

 The dataset includes 118 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008695-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psfp7r
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia betancourtiana Carnevali & I.Ramírez"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156971-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzy9fh
title: Occurrence Download

description: A dataset containing 38049 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CNMA/Colección Nacional de mamíferos"
 ]
}

 The dataset includes 38049 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007242-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46gxr7
title: Occurrence Download

description: A dataset containing 5236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex doniana Sweet"
 ]
}

 The dataset includes 5236 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251534-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9tkwu
title: Occurrence Download

description: A dataset containing 62864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichophorum cespitosum (L.) Hartm.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 62864 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008720-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mssvgk
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis guianensis Hitchc."
 ]
}

 The dataset includes 62 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156972-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsleio
title: Occurrence Download

description: A dataset containing 4490 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Herpetológica del Museo Nacional de Historia Natural de Chile"
 ]
}

 The dataset includes 4490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frrzm5
title: Occurrence Download

description: A dataset containing 19619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alligator mississippiensis (Daudin, 1801)",
 "Year 2000-2021"
 ]
}

 The dataset includes 19619 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278416-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mkcqi
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudablabes agassizii Jan, 1863"
 ]
}

 The dataset includes 65 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009799-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wstvt8
title: Occurrence Download

description: A dataset containing 2075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomanes speciosum Willd.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2075 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008711-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhrrua
title: Occurrence Download

description: A dataset containing 495995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((102 30,108 30,108 36,102 36,102 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 495995 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272953-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57992/nmrxiv.p136.s1380.d6057
title: (9S)-6-Methoxycinchonan-9-ol[1]

description: 1
DOI: 10.57992/nmrxiv.p136.s1380.d6058
title: (9S)-6-Methoxycinchonan-9-ol[19]

description: 19
DOI: 10.17635/lancaster/researchdata/727
title: VASP and DefAP data for comparing the defect chemsitry of PuO2 with different U-parameters

description: Contains input files for all VASP DFT+U simulations conducted. Output
 'OUTCAR' files also provided. In some cases, the charge density
 CHGCAR, AECCAR0 and AECCAR2 files are provided, which are used for Bader
 charge analysis Input files for DefAP python code provided, which can be
 run to create brouwer and formation energy plots. DefAP takes the energies
 and other date calculated by VASP. DefAP shows how the predicted defect
 chemistry of PuO2 changes with the U-parameter in the DFT+U
 method.Description
DOI: 10.57992/nmrxiv.p136.s1380.d6059
title: (9S)-6-Methoxycinchonan-9-ol[19_2]

description: 19_2
DOI: 10.57992/nmrxiv.p136.s1380.d6060
title: (9S)-6-Methoxycinchonan-9-ol[20]

description: 20
DOI: 10.57992/nmrxiv.p136.s1380.d6061
title: (9S)-6-Methoxycinchonan-9-ol[21]

description: 21
DOI: 10.17635/lancaster/researchdata/726
title: Substitution Rate Dataset: BEAST-Based Evolutionary Tempo Analysis, viral species F to P

description: This dataset contains evolutionary rate analysis files for viral families
 from F to P, as part of a broader study examining the tempo of viral
 evolution across taxonomic levels. The files include BEAST input
 alignments, XML settings, and output log/tree files, along with
 statistical summary spreadsheets. These datasets were processed under
 strict quality filters and used to determine substitution rates, model
 variation, and whether viral families show consistent evolutionary speed,
 contributing to a taxonomic comparison of evolutionary
 dynamics.Description
DOI: 10.5281/zenodo.16971531
title: Supplementary data for "Generalized Machine Learning Potentials for Water Adsorption in Al-Based Metal–Organic Frameworks Considering Local Flexibility"

description: This Zenodo includes four parts, i.e., four compressed folders below.

DFT-Dataset:



Training dataset for MACE-AlMOFs-68 model (~43000 configurations for 68 MOFs)

Training dataset for MACE-AlMOFs-v1 model (~160000 configurations for 416 MOFs). 

Test datasets including 420 MOFs (~100000 configurations)

Datasets to evaluate energy offsets for 352 MOFs and H2O. (~40000 configurations)


Scripts:



CP2K calculation script

MACE training script


models:



MACE-AlMOFs-68 model

MACE-AlMOFs-v1 model

Models fine-tuned on the same training dataset to MACE-AlMOFs-68 model, but with a different ratio between energy weight and force weight in the final stage (10:1, 1:1, 1:10, 1:100, 1:1000). We investigate the influence of energy weight on energy offsets.


Results:



AlMOFs dataset, including 420 unique AlMOFs with 439 ligands

Optimized structure from MACE-AlMOFs-v1 model

The accessible volume and Qst of Al-MOFs for screening studies.
DOI: 10.57992/nmrxiv.p136.s1380.d6062
title: (9S)-6-Methoxycinchonan-9-ol[3]

description: 3
DOI: 10.17635/lancaster/researchdata/724
title: Substitution Rate Dataset: BEAST-Based Evolutionary Tempo Analysis, viral species P to Z

description: This dataset encompasses substitution rate analyses for viral families
 from P to Z, forming the final segment of a comprehensive taxonomic study
 of viral evolution. Following confirmation of temporal signal, each
 dataset was processed through BEAST to model evolutionary rates. The
 archive includes input alignments, XML configuration files, log and tree
 outputs, and spreadsheets of substitution rate results. These analyses
 were used to assess whether viral taxa at the later part of the alphabet
 exhibit comparable or divergent tempo patterns, further informing whether
 substitution rate correlates with taxonomy. Description
DOI: 10.17635/lancaster/researchdata/723
title: Comprehensive Supplementary Dataset: Viral Evolution Analyses Including Recombination, Molecular Clock, and Selection Pressure

description: This repository contains all supplementary materials that support the full
 spectrum of viral evolutionary analyses in the study, including
 recombination detection, temporal signal assessment, substitution rate
 estimation, and positive selection detection across diverse viral taxa.
 The dataset is divided into five subdirectories: Viruses – GenBank-derived
 viral FASTA sequences parsed through custom scripts, serving as primary
 data for downstream analyses. Scripts – A set of 23 Python scripts used
 for sequence parsing, filtering, and analysis; details on usage are
 provided in the thesis (Chapter 2, Table 2, Section 2.1.2). Recombination
 – Spreadsheet summarising recombination signals per alignment, filtered by
 temporal signal and taxonomy. Molecular Clock – MEGA-aligned files and
 Newick trees used in TempEst analyses, along with temporal signal
 statistics. Positive Selection – Input/output files from SLR runs,
 including phylip alignments, tree files, and control files per virus;
 accompanied by spreadsheets summarising sites under positive selection and
 InterProScan annotations. This dataset provides the full methodological
 foundation to replicate or extend the evolutionary analyses presented in
 the project, which aims to understand how tempo and mode of evolution vary
 across viral taxonomic structures and whether these patterns can serve as
 taxonomic markers.Description
DOI: 10.3886/e149961v1-188486
title: CMS Doctors and Clinicians Data, 2014-2021

description: This deposit contains the Centers for Medicare & 
Medicaid Services’ (CMS) official data on doctors, clinicians, and groups listed on Medicare Care Compare.<br>The files in this deposit were downloaded from the CMS website and archived by Michael Darisse, Cornell University. Additional information edited by Michael Darisse and Lars Vilhuber, Cornell University and American Economic Association.<br><br><br><br>
DOI: 10.15468/dl.dnmecg
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon shenandoah"
 ]
}

 The dataset's 3 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009586-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/720
title: Supporting Data for "Chemical Lithiation Reveals the Structures of Conjugated Tetralithium Dicarboxylates "

description: This dataset contains raw data used in the manuscript "Chemical
 Lithiation Reveals the Structures of Conjugated Tetralithium
 Dicarboxylates ". The dataset contains raw data for solid-state NMR
 spectra, powder X-ray diffraction patterns, crystal structures, DFT input
 and output files, Electrochemical data, EPR spectra and SEM images used in
 the manuscript. The data is in various formats and can be viewed using
 proprietary and free software - more details are given in the Readme file.
 This work forms part of the NEXGENNa project funded by the Faraday
 Institution, with full funding details given at the end of the associated
 manuscript.Description
DOI: 10.17635/lancaster/researchdata/721
title: Dataset for the manuscript "Magnetic Confinement of a Bubble of Supercooled 3He-A"

description: This dataset contains the experimental data reported in the article
 "Magnetic Confinement of a Bubble of Supercooled 3He-A" as a
 part of the QUEST-DMC collaboration. Included are .csv files with the raw
 data for figures 2 and 3. The file
 'fig-2_simulation_field_profile.csv' contains the output of a
 magnetic field simulation of the constructed magnet. The file
 'fig-3_sensor_coil_measurements.csv' is a set of measurements
 made when testing the magnet using an array of sensor coils. It is
 recommended to use Excel or equivalent to open this file for
 readability.Description
DOI: 10.17635/lancaster/researchdata/734
title: Raman spectroscopy identified fingernail compositional differences between sexes and age-related changes but not handedness or fingers in a healthy cohort

description: This is the experimental data collected and analysed for the paper
 (10.1371/journal.pone.0329092) "Raman spectroscopy identified
 fingernail compositional differences between sexes and age-related changes
 but not handedness or fingers in a healthy cohort", in which we
 discovered the differences of fingernail compositions using Raman
 spectroscopy. Twenty male and 20 twenty female participants without known
 musculoskeletal or dermatological diseases donated nail clippings from
 each finger. The clippings were cleaned, and Raman spectra collected and
 analysed using a standardised protocol. Females have higher intensities of
 disulphide, protein, and lipid bands, particularly in their 40s, than
 males. Age-related changes were prominent in female nails, especially in
 sulphur-related bands. No significant differences were observed between
 nails from the left and right hands or among different fingers. The raw
 spectral data were baseline corrected and normalised before the
 statistical analyses and outliers and poor quality spectra were removed in
 the dataset. Please contact Dr Nai-Hao Yin (n.yin@lancaster.ac.uk) or Dr
 Jemma Kerns (j.kerns@lancaster.ac.uk) for queries.Description
DOI: 10.15468/dl.wp4mw6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex leptocarpa",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009601-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/735
title: HCI and Ageing literature corpus analysis: CHI conference 2014-2024

description: This dataset contains the codes generated for analysis of literature
 corpus in the paper titled "Not Just a Number: A Multidimensional
 Approach to Ageing in HCI". The corpus includes all papers published
 in the CHI conference from 2014-2024 meeting inclusion criteria of
 substantive engagement with the concepts of age and ageing. Corpus
 creation followed PRISMA standards for systematic literature reviews.
 Analysis involved open coding of the corpus against an HCI and Ageing
 typology of age, which was adapted from an existing typology of age
 developed by Johfre and Saperstein in their 2023 paper titled "The
 Social Construction of Age: Concepts and Measurement". Coding was
 performed to determine instances of each subdimension of age found within
 the corpus, specifically how often HCI authors invoked these age
 subdimensions in motivating their research.Description
DOI: 10.15468/dl.dvv8x3
title: Occurrence Download

description: A dataset containing 9825 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Setaria faberi)"
 ]
}

 The dataset includes 9825 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009603-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/705
title: Donor and Geometry Optimization: Fresh Perspectives for the Design of Polyoxometalate Charge Transfer Chromophores

description: Dataset in support of the above submission to Inorg. Chem.Description
DOI: 10.17635/lancaster/researchdata/534
title: Dataset of UK award shortlisted annual reports

description: This dataset includes a compilation of U.K. reporting awards from 2007 to
 2019 to proxy for annual report quality. There are six annual report
 narrative awards/rankings in the U.K.: the PriceWaterhouseCoopers (PwC)
 Building Public Trust Awards, Investor Relations (IR) Society Awards, ICSA
 Hermes Transparency in Governance Awards, Communicate Magazine,
 Accountancy Age, and Report Watch. Each of these organisations (except
 Report Watch) annually identifies the highest quality annual report
 narratives in the FTSE350 index and publishes a shortlist of between three
 and ten firms as potential award winners. We compile shortlisted firms
 from the 2007 through 2019 awards cycles and classify these as
 high-quality annual reports.Description
DOI: 10.15468/dl.h79x58
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Senecio angulatus)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009604-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.