cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25451/flinders.20459793
title: Meshes and Checkpoint data for Weisbecker et al.

description: These data include 3D files of marsupial skulls, to accompany the publication "Basicranial shape preserves less phylogenetic signal than the non-basicranial shape of the cranium in marsupial mammals" (Vera Weisbecker, Leonie Lange-Hodgson, Robin M D Beck, Arianna Harrington, Michael S Y Lee, Thomas Guillerme, Matthew Phillips) in a special issue on the mammalian skull at Philosophical Transactions of the Royal Society B. Final reference data to be advised wehn available.
DOI: 10.25451/flinders.20459793.v1
title: Meshes and Checkpoint data for Weisbecker et al.

description: These data include 3D files of marsupial skulls, to accompany the publication "Basicranial shape preserves less phylogenetic signal than the non-basicranial shape of the cranium in marsupial mammals" (Vera Weisbecker, Leonie Lange-Hodgson, Robin M D Beck, Arianna Harrington, Michael S Y Lee, Thomas Guillerme, Matthew Phillips) in a special issue on the mammalian skull at Philosophical Transactions of the Royal Society B. Final reference data to be advised wehn available.
DOI: 10.6084/m9.figshare.22560340
title: Altitude, latitude, and climate zone as determinants of mountain hare (Lepus timidus) coat colour change

description: We utilized images from camera traps that were deployed by the SCANDCAM project (viltkamera.nina.no), originally designed to monitor Eurasian lynx (<em>Lynx lynx</em>). Camera traps were deployed in multiple study areas in an extensive grid with approximately one camera per 50 km2 grid cell (Figure 1). For this study, we selected all mountain hare records from the period between 25th November 2010 and 25th June 2019. Images containing mountain hares were recorded at 678 locations from 2010-2019 spanning a latitudinal gradient from 58°N to 69° N and altitudes from 0 to 841 m a.s.l. in Norway (Figure 1). To reduce pseudo-replication, we discarded observations recorded within 60 minutes of the previous observation. When mountain hares were identified, we classified moulting stage in three categories estimating the proportion of the hares’ coat (excluding the long white belly) which was white. 1) Hares with ≥90% white fur were classified as “white”, 2) hares with ≤10% white fur were classified as “brown”, and 3) all other hares were classified as “moulting”. All images were accessed on viltkamera.nina.no and were visually classified by one of two observers, and quality controlled whenever the observer was uncertain of how to classify the images.
DOI: 10.15468/h8rv9g
title: Red Book of Mammals in Portugal (part III)

description: Red Book of Mammals Portugal (part III) is a publicly available data set compiling information obtained from field surveys carried out by teams from University of UTAD, Porto, Aveiro and Évora teams under the project of revision of the Red Book of Mammals with the financing of PO SEUR developed by FCiências.ID and ICNF,IP. This dataset comprises description of 3033 sampling events and the associated 126878 occurrences of terrestrial and volant mammals in mainland Portugal that went through a validation process by experts.
DOI: 10.6084/m9.figshare.22560373
title: SourceData

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.6084/m9.figshare.22560373.v1
title: SourceData

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.5281/zenodo.7415541
title: Platinum nanoparticle database

description: This is a database of Pt nanoparticles generated with a GAP interatomic potential for platinum [1]. The files are provided in ASE's extended XYZ format. The database contains the following entries: <strong>NP-DB01.yxz</strong>: 8000 Pt nanoparticles with sizes between 10 and 349 atoms, generated with a "cooking" protocol. <strong>NP-DB02.yxz</strong>: 3400 Pt nanoparticles with sizes between 10 and 349 atoms, generated with a "crystallization" protocol. This is the paper reference for this database: <strong>J. Kloppenburg, L. B. Pártay, H. Jónsson, M. A. Caro</strong>. "A general-purpose machine learning Pt interatomic potential for an accurate description of bulk, surfaces and nanoparticles". J. Chem. Phys. 158, 134704 (2023) <strong>Protocols</strong> "<strong>Cooking</strong>": annealing at 1500 K for 20 ps from fcc + quenching down to 100 K over 20 ps + geometry relaxation to local minimum. "<strong>Crystallization</strong>": annealing at 1150 K for 20 ps from a random spherical distribution + quenching down to 100 K over 20 ps + geometry relaxation to local minimum. <strong>References</strong> J. Kloppenburg and M.A. Caro. General-purpose GAP potential for platinum. DOI: 10.5281/zenodo.7415219.
DOI: 10.5285/81dfa4de-5a47-479f-8de8-15e5ef398072
title: Nitrogen fixation rates and isotopic measurements of aqueous nitrite and nitrate from spark discharge experiments

description: Concentrations of gaseous and aqueous fixed nitrogen products and isotopic measurements of aqueous nitrite and nitrate in spark discharge experiments. 
Spark experiments were conducted at the University of St Andrews in the St Andrews Isotope Geochemistry Lab (StAIG) between November 2020 and February 2022.
Analysis of gaseous products was carried out with a quadrupole mass spectrometer (Hiden Analytical ExQ Quantitative Gas Analyser) in St Andrews.
Measurement of concentrations of aqueous nitrite and nitrate and their isotopic composition were carried out for one part of the samples in St Andrews and for the other part at Brown University, Rhode Island, USA.
Experiments with a different type of artificial seawater were carried out and analysed for nitrite concentration (colorimetric method) and pH in St Andrews.
The data was collected to investigate the efficiency of nitrogen fixation by lightning in different gas compositions, resembling the atmospheres of modern and early Earth.
The isotope data was used to determine the role of lightning in the delivery of nutrients to the earliest ecosystems on Earth by comparing our results to measurements of sedimentary rock samples from the Archean.
The experimental set up was built by Patrick Barth and Eva E. Stüeken, the experiments were conducted by Patrick Barth, Lukas Rossmanith, and Yuqian Peng, the analysis conducted by Patrick Barth, Lukas Rossmanith, Yuqian Peng, and Wendell Walters with support from Mark Claire, and the data was analysed by Patrick Barth, Eva E. Stüeken, Christiane Helling, and Wendell Walters.
This dataset includes all data that is reliable and was used in the accompanying publication.
DOI: 10.5281/zenodo.7415216
title: General-purpose GAP potential for platinum

description: <strong>Gaussian approximation potential</strong> (GAP) [1] for <strong>platinum</strong>. It has been fitted with <strong>QUIP/GAP </strong>[1,2] by generating a new database of atomic structures containing: dimers; fcc, bcc, hcp and simple-cubic supercells, including strained, distorted and high-temperature configurations; surface slabs; clusters (nanoparticles). Version 2 of this potential included more clusters in the training set than version 1. The calculations were carried out at the <strong>PBE</strong> level of theory [3] using the VASP code [4,5]. This potential uses <strong>2-body</strong> (distance_2b) and <strong>SOAP-type descriptors</strong> (soap_turbo) [6,7]. The files can be used both with QUIP/GAP (compiled with the soap_turbo libraries) and <strong>TurboGAP</strong> [8]. This is the reference publication for this potential: <strong>J. Kloppenburg, L. B. Pártay, H. Jónsson, M. A. Caro</strong>. "A general-purpose machine learning Pt interatomic potential for an accurate description of bulk, surfaces and nanoparticles". J. Chem. Phys. <strong>158</strong>, 134704 (2023) <strong>References</strong> A.P. Bartók, M.C. Payne, R. Kondor, and G. Csányi. Phys. Rev. Lett. 104, 136403 (2010). LibAtoms: https://libatoms.github.io J.P. Perdew, K. Burke and M. Ernzerhof. Phys. Rev. Lett. 77, 3865 (1996). VASP: http://vasp.at G. Kresse and J. Furthmüller. Phys. Rev. B 54, 11169 (1996). A.P. Bartók, R. Kondor, and G. Csányi. Phys. Rev. B 87, 184115 (2013). M.A. Caro. Phys. Rev. B 100, 024112 (2019). TurboGAP: http://turbogap.fi
DOI: 10.5281/zenodo.7801929
title: Clinical Trials_Original dataset. Rising Pharmaceutical Innovation in the Global South.

description: This is a supplementary document of the research reports from the "Research Collaboration on Technology, Equity, and the Right to Health", between the Global Health Centre (GHC) at the Geneva Graduate Institute in Switzerland, the James P. Grant School of Public Health at BRAC University in Bangladesh, and the Universidad de los Andes (ANDES) in Colombia, supported by the Open Society University Network (OSUN). For more information please refer to: Knowledge Portal on Innovation and Access to Medicines - https://www.knowledgeportalia.org/.
DOI: 10.5281/zenodo.7801928
title: Clinical Trials_Original dataset. Rising Pharmaceutical Innovation in the Global South.

description: This is a supplementary document of the research reports from the "Research Collaboration on Technology, Equity, and the Right to Health", between the Global Health Centre (GHC) at the Geneva Graduate Institute in Switzerland, the James P. Grant School of Public Health at BRAC University in Bangladesh, and the Universidad de los Andes (ANDES) in Colombia, supported by the Open Society University Network (OSUN). For more information please refer to: Knowledge Portal on Innovation and Access to Medicines - https://www.knowledgeportalia.org/.
DOI: 10.25381/cput.22495396
title: Budgeting and cost control challenges in Small Medium Enterprises construction projects in Cape Town

description: Ethical Clearance Reference No:2022_FBMSREC002 Attached is the dataset for the research topic Budgeting and cost control challenges in Small Medium Enterprises construction projects in Cape Town. Since it was not financially possible to include all the active SME contractors in the sample, a total of 20 SME contractors were decided to be adequate and will represent the entire population. Within the 20 SME contractors, some contractors did not respond to the open-ended questions.
DOI: 10.25381/cput.22495396.v1
title: Budgeting and cost control challenges in Small Medium Enterprises construction projects in Cape Town

description: Ethical Clearance Reference No:2022_FBMSREC002 Attached is the dataset for the research topic Budgeting and cost control challenges in Small Medium Enterprises construction projects in Cape Town. Since it was not financially possible to include all the active SME contractors in the sample, a total of 20 SME contractors were decided to be adequate and will represent the entire population. Within the 20 SME contractors, some contractors did not respond to the open-ended questions.
DOI: 10.48329/r4kf-ax47
title: CPRD GOLD April 2023

description: The CPRD GOLD database contains longitudinal routinely-collected electronic health records (EHR data) from UK primary care practices using Vision® general practice patient management software. The database captures information on demographic characteristics; diagnoses and symptoms; drug exposures; vaccination history; laboratory tests; and referrals to hospital and specialist care. Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval. Further information is available at https://www.cprd.com/data-access.
DOI: 10.5281/zenodo.7801896
title: Atomic-scale environment of niobium in minerals as revealed by X-ray absorption spectroscopy at the Nb K-edge

description: This data set provides the raw EXAFS and XRD data of the manuscript '<strong>Atomic-scale </strong><strong>environment of niobium in minerals as revealed b</strong><strong>y </strong><strong>X-ray absorption spectroscop</strong><strong>y at the Nb </strong><strong>K</strong><strong>-edge'</strong> submitted to European Journal of Mineralogy. - EXAFS data files were converted into .txt for more accessibility. <em>Pcl</em> is the abbreviation for <em>pyrochlore. </em>The files are accoridngly labelled. - XRD data files for synthetic Nb-doped compounds start with 'XRD_...'. - The refined crystal structure of hydropyrochlore is 'hydropcl_01.cif' file.
DOI: 10.5281/zenodo.7801895
title: Atomic-scale environment of niobium in minerals as revealed by X-ray absorption spectroscopy at the Nb K-edge

description: This data set provides the raw EXAFS and XRD data of the manuscript '<strong>Atomic-scale </strong><strong>environment of niobium in minerals as revealed b</strong><strong>y </strong><strong>X-ray absorption spectroscop</strong><strong>y at the Nb </strong><strong>K</strong><strong>-edge'</strong> submitted to European Journal of Mineralogy. - EXAFS data files were converted into .txt for more accessibility. <em>Pcl</em> is the abbreviation for <em>pyrochlore. </em>The files are accoridngly labelled. - XRD data files for synthetic Nb-doped compounds start with 'XRD_...'. - The refined crystal structure of hydropyrochlore is 'hydropcl_01.cif' file.
DOI: 10.6084/m9.figshare.20254449
title: Psychological distress and workplace risk inequalities among conservation professionals

description: Redacted and anonymized data used in the manuscript 'Psychological distress and workplace risk inequalities among conservation professionals'. This dataset does not include the dummy variable corresponding to each organization.
DOI: 10.6084/m9.figshare.20254449.v1
title: Psychological distress and workplace risk inequalities among conservation professionals

description: Redacted and anonymized data used in the manuscript 'Psychological distress and workplace risk inequalities among conservation professionals'. This dataset does not include the dummy variable corresponding to each organization.
DOI: 10.6084/m9.figshare.22353739
title: ONT long read sequencing to validate prime editing efficiency and off targets

description: ONT long read sequencing to validate prime editing efficiency on target, PAM introcution and off targets. ONT_ID file links ONT IDs with the plasmid used in the study
DOI: 10.6084/m9.figshare.22353739.v1
title: ONT long read sequencing to validate prime editing efficiency and off targets

description: ONT long read sequencing to validate prime editing efficiency on target, PAM introcution and off targets. ONT_ID file links ONT IDs with the plasmid used in the study
DOI: 10.6084/m9.figshare.22353556
title: miSEQ data to validate prime editing efficiency and off targets

description: miSEQ data to validate prime editing efficiency on target, PAM introduction and off targets. ID file contains Miseq IDs linked to the plasmid used in the study.
DOI: 10.6084/m9.figshare.22353556.v1
title: miSEQ data to validate prime editing efficiency and off targets

description: miSEQ data to validate prime editing efficiency on target, PAM introduction and off targets. ID file contains Miseq IDs linked to the plasmid used in the study.
DOI: 10.21227/p90v-1448
title: pan22-author-profiling-training-2022-03-29

description: The uncompressed dataset consists in a folder which contains:A XML file per author (Twitter user) with 200 tweets. The name of the XML file correspond to the unique author id.A truth.txt file with the list of authors and the ground truth.
DOI: 10.5281/zenodo.7801976
title: PMCoffTMP

description: Partial data in https://github.com/ZZgroupSJTU/PMCmsDTI
DOI: 10.5281/zenodo.7801975
title: PMCoffTMP

description: Partial data in https://github.com/ZZgroupSJTU/PMCmsDTI
DOI: 10.15156/bio/sh0974917.09fu
title: SH0974917.09FU

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/sh0974918.09fu
title: SH0974918.09FU

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/sh0974919.09fu
title: SH0974919.09FU

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/sh0974920.09fu
title: SH0974920.09FU

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/sh0974921.09fu
title: SH0974921.09FU

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/sh0974922.09fu
title: SH0974922.09FU

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/sh0974923.09fu
title: SH0974923.09FU

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.