cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.56680
title: Research data supporting "Unlocking Structure–Self-Assembly Relationships in Cationic Azobenzene Photosurfactants”

description: The folder named “DLS” contains files with raw DLS data, used to calculate the critical micelle concentrations presented in the manuscript and ESI. The file name indicates the isomeric state and identity/structure (carbon tail length, spacer length) of each AzoTAB. For CMC determination, the count rate for a fixed attentuator distance (column 9 of the file) was the variable plotted against concentration. Each concentration has three measurements, the average value was taken. The folder labelled “Surface Tension” contains surface tensiometry measurements were performed on a Kibron EZ-Piplus surface tensiometer using a DyneCups plastic cuvette (3 mL) and a DyneProbe ring. The obtained data were recorded on AquaPiPlus software and were averaged from 5 runs for each sample. Millipore water was used as a reference sample. Each file contains the AzoTAB concentration in water (X), the surface tension measured (Y) and error on the surface tension measurement (Y error). SANS data are available in Folder "Figure 4" for the trans isomers and "Figure 5" for the cis isomers. Each filename provides the isomeric state, identity and concentration (in D2O) of each AzoTAB. The files contain q range (X), intensity as a function of q (Y) and error on intensity (Y error). Cryo-SEM data are available in the folder "Figure 6"as .tif files. The file name contains the isomeric state and identity of the AzoTAB. Characterisation data for the final AzoTABS are available in the folders "FTIR", "Mass Spectra" and "NMR". The NMR data subfolder "1" provides proton NMR while the subfolder "13" provides carbon NMR. These folders can be directly dragged and dropped/opened with the relevant NMR software (e.g MestreNova or TopSpin). Folder S16 provides data for the effect of photoisomerization on the UV/Vis absorption spectra of C4AzoOC6TAB in water and below the CMC. Data provided is absorbance as a function of wavelength for the trans and cis forms. Folder S24 provides data for the absorption spectra of C6AzoOC4TAB measured before (red line) and after (black line) illumination at λ = 365 nm. Data provided is absorbance as a function of wavelength for the trans and cis forms. Folder S26 provides data histograms representing the size distribution for trans and cis-C8AzoOC2TAB obtained from Cryo-SEM images. Sizes were measured using the ImageJ software.
DOI: 10.17863/cam.91675
title: Training and evaluation data for routing and wavelength assignment using multi objective reinforcement learning

description: This dataset contains training and evaluation data generated from multi objective RL models for bi objective and 3 objective cases and the trained models. The training_monitor.csv provides the details for the training data in terms of the rewards and accepted and processed services where each row corresponds to an episode. The evaluation_monitor.csv contains the respective evaluation data including the rewards, processed and accepted numbr of services for each episode represented by a row. The trained models are saved as best_model.zip which can be used to reproduce evaluation results.
DOI: 10.21227/qv8s-7n53
title: IITP-VDLand: A Comprehensive Dataset on Decentraland Parcels

description: IITP-VDLand, a comprehensive dataset of Decentraland parcels sourced from diverse platforms. Unlike existing datasets which have limited attributes and records, IITP-VDLand offers a rich array of attributes, encompassing parcel characteristics, trading history, past activities, transactions, and social media interactions. Alongside, we introduce a key attribute in the dataset, namely Rarity score, which measures the uniqueness of each parcel within the virtual world. Addressing the significant challenge posed by the dispersed nature of this data across various sources, we employ a systematic approach, utilizing both available APIs and custom scripts, to gather it. Subsequently, we meticulously curate and organize the information into four distinct segments: (1) Characteristics Data-Fragment, (2) OpenSea Trading History Data-Fragment, (3) Ethereum Activity Transactions Data-Fragment, and (4) Social Media Data-Fragment. We envisage that this dataset would serve as a robust resource for training machine- and deep-learning models specifically designed to address real-world challenges within the domain of Decentraland parcels.
DOI: 10.15468/dl.hfdwvf
title: Occurrence Download

description: A dataset containing 14121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is one of (Belgium, Sweden, Netherlands, Norway, Denmark, United Kingdom of Great Britain and Northern Ireland)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, Norwegian Species Observation Service, Royal Netherlands Institute for Sea Research (NIOZ) - Kom Fyke Mokbaai, Seasearch Marine Surveys in Scotland, Norwegian Biodiversity Information Centre - Other datasets, Biodiversity data from Miljolare.no, Merseyside BioBank (unverified), Artportalen, 2015_PHD_VERHELST_COD - Acoustic telemetry data for Atlantic cod (Gadus morhua) in the Scheldt estuary and southern North Sea (Belgium), SLU Aqua Institute of Coastal Research Database for Coastal Fish - KUL)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (9dd8ac7c-7409-438b-b8f7-ad7eae925451, 5d662340-07fa-41b7-a3fc-e2e63ca50800, d3978a37-635a-4ae3-bb85-7b4d41bc0b88, 5ed21d03-f836-45bd-a554-0a4791108798, 05c249d0-dfa0-11d8-b22e-b8a03c50a862, b8323864-602a-4a7d-9127-bb903054e97d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 1ed074ff-5644-461a-90db-5da4d7656f3f, 76e6d2c0-1be0-4cf0-b73b-1f10e3bf444c)",
 "TaxonKey is Gadus morhua Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 14121 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033204-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.c.3621026_d1
title: MOESM1 of Preliminary evaluation of exome sequencing to identify genetic markers of susceptibility to tuberculosis disease

description: Additional file 1. Materials and methods for PCR and Sanger sequencing of selected SNPs.
DOI: 10.17863/cam.26058
title: Data supporting: Comparison of the superconducting properties of YBa2Cu3O7 and YBa2Cu3O7-Ag

description: Data to support publication 'Comparison of the superconducting properties of YBa2Cu3O7 and YBa2Cu3O7-Ag.' Includes trapped field profiles and maximum trapped field data, data on Tc and Jc, microscope images and composition data.
DOI: 10.17863/cam.74836
title: Research data supporting "A root phloem pole cell atlas reveals common transcriptional states in protophloem adjacent cells"

description: The data contains confocal images, plate scans and construct maps. The materials are divided by figure number. The folders contains original confocal images (.lif), plasmid maps (.ape or .str, can be opened with free software A plasmid editor), scanned plates with seedlings to measure root growth (.tif or .jpg files) and excel/.csv files with measurements. ccc is 3papl, p1p2 is pear1pear2 mutant, se6 is pear sextuple mutant, suc means the media contains sucrose and 0suc means no sucrose in the media. dps means days post sowing. There is an Excel file ('Plasmids_Otero_etal copy') for the plasmids used in this manuscript. The ID column is an internal lab code.
DOI: 10.6084/m9.figshare.c.3621044_d1
title: Additional file 11: Table S7. of Tribbles ortholog NIPI-3 and bZIP transcription factor CEBP-1 regulate a Caenorhabditis elegans intestinal immune surveillance pathway

description: Specificity of tissue-restricted RNAi strains. This table lists the results of RNAi feeding experiments using double stranded RNAs targeting genes expressed in the indicated tissue. Results presented as percentage of affected animals and the total number scored. Synchronized L1 worms were dropped onto the RNAi food and, after 3Â days, worms were scored as affected if they developmentally arrested (act-5), twitched in 10Â mM levamisole (unc-22), had a detached cuticle (bli-1), low mobility (unc-45), sterility (pos-1) or any of the previous phenotypes (L4440 control). (XLSX 10 kb)
DOI: 10.6084/m9.figshare.c.3621050_d1
title: Additional file 4: of Heterotrimeric G–proteins in Picea abies and their regulation in response to Heterobasidion annosum s.l. infection

description: Alignment the Gβ-subunit protein sequences used for the Gβ-phylogeny; the asteriks indicates sequences where the accession number corresponds to a nucleotide sequence, instead of an amino acid sequence. Nucleotide sequences have been translated using the translate function from the Sequence Manipulation Suite [58]. (XLS 105 kb)
DOI: 10.17863/cam.86718
title: Dataset supporting manuscript 'E-cadherin mediated Apical Membrane Initiation Site localisation'

description: Movies supporting 'E-cadherin mediated Apical Membrane Initiation Site localisation' manuscript, which is available open access at https://doi.org/10.15252/embj.2022111021. Descriptions of the four movies are provided in the .doc file that accompanies each .mp4 file
DOI: 10.17863/cam.30358
title: Research Data supporting "Exciting determinants in Quantum Monte Carlo: Loading the dice with fast, low memory weights"

description: Data and scripts to generate figures, etc., in publication. See - histograms_toc_figs_1_2 for the TOC graphics and figures 1 and 2. - ccpVDZ_figs_3_4_5 for figures 3-5. - fcidumps for the integral files (fcidumps) used for the HANDE calculations. - python_modules_excitgen for some of the helper python scripts.
DOI: 10.17863/cam.51199
title: Additional data to "Disordered wax platelets on Tradescantia pallida leaves create golden shine"

description: This dataset contains all the raw data corresponding to the paper "Disordered wax platelets on Tradescantia pallida leaves create golden shine".The data are sorted per measurement into folders, and the figures in the paper that each folder relates to are specified in the file name. Within each folder there is a file that describes the exact contents of the folder ('Description.txt').
DOI: 10.17863/cam.56630
title: Research data supporting "Selective recognition of biologically important anions using an all-conjugated diblock polyfluorene–polythiophene conjugated polyelectrolyte"

description: The folder “Figure 1” contains (b) uv-vis absorption data and (c) PL spectra (λex = 380 nm) for PF2/6-b-P3TMAHT in aqueous solution in the presence of increasing concentration of GTP (0 – 38 μM). (d) Magnitude of the red-shift in the PT absorption maximum and (e) intensity of the PT emission on addition of an excess of GTP, GDP and GMP, normalised relative to the initial PT emission intensity The folder “Figure 2” contains data used for stern-volmer plots for quenching of PT emission on excitation of PF block (λex = 380 nm) by GTP , GDP and GMP The folder “Figure 3” contains a Stern-Volmer plot for fluorescence quenching of PF2/6-b-P3TMAHT by GTP (λex = 380 nm, λem = 480 nm). The folder “Figure 4” contains aS tern-Volmer plot for fluorescence quenching of PF2/6-b-P3TMAHT by GTP (λex = 380 nm). The folder “Figure 5” contains data for Cyclic voltammograms of (a) P3TMAHT in H2O and (b) PF2/6-b-P3TMAHT in THF/H2O 20:80 (v/v) at 50 mV s-1 scan rate using Pt as the working and counter electrode, Ag/AgCl as reference electrode and KCl (0.1 M) as the supporting electrolyte). The folder “Figure 6” contains data for Cyclic voltammograms of (a) GTP, (b) GDP and (c) GMP in H2O at 50 mV s-1 scan rate using Pt as the working and counter electrode, Ag/AgCl as reference electrode and KCl (0.1 M) as the supporting electrolyte. The folder “Figure S1” contains data for PL spectra (λem = 570 nm) for PF2/6-b-P3TMAHT in aqueous solution (1.06 × 10-6 M). The folder “Figure S2” contains data for (a) UV/Vis absorption and (b) PL spectra (λex = 380 nm) for PF2/6-b-P3TMAHT in aqueous solution in the presence of increasing concentration of ATP (0 – 38 μM). The folder “Figure S3” contains data for (a) UV/Vis absorption and (b) PL spectra (λex = 380 nm) for PF2/6-b-P3TMAHT in aqueous solution in the presence of increasing concentration of CTP (0 – 38 μM). The folder “Figure S5” contains data for (a) a thermogram and (b) differential enthalpy curve for the titration of GTP (300 μM) into P3TMAHT (60 μM) at 20 °C. It also contains the data for a modified Stern-Volmer plot for fluorescence quenching of PF2/6-b-P3TMAHT (λex = 380 nm) by (a) GDP (b) GMP (c) ATP and (d) CTP. The folder “Figure S6” contains data for Cyclic voltammograms of (a) P3TMAHT in H2O,(b) homopolymer precursor with bromohexyl side chains, P3BrHT, in THF (c) PF2/6-b-P3TMAHT in THF/H2O 20:80 (v/v) and at 50 mV s-1 scan rate using Pt as the working and counter electrode, Ag/AgCl as reference electrode and KCl (0.1 M) as the supporting electrolyte for the aqueous solutions and tetrabutylammonium hexafluorophosphate (0.1 M) as the supporting electrolyte for the THF solution.
DOI: 10.17863/cam.37963
title: Research data supporting "ParaMedic: Heterogeneous Error Correction"

description: Gem5 modifications to support performance evaluation of using heterogeneous cores to perform processor error correction. See the readme.txt file for more detailed information and usage instructions.
DOI: 10.13120/7789d2d1-5076-47ab-bf23-c37661a37468
title: Mediterranean Sea - Beach litter aggregated datasets 2004/2024 v2024
title: Mediterranean_sea_beach_litter_aggregated_datasets_ 2004/2024_v2024

description: EMODnet Chemistry aims to provide access to marine chemistry data sets and derived data products concerning eutrophication, ocean acidification, contaminants and litter. The chosen parameters are relevant for the Marine Strategy Framework Directive (MSFD), in particular for descriptors 5, 8, 9 and 10. The dataset contains standardized, harmonized and validated data collections from beach litter (monitoring and other sources). 
Datasets concerning beach and seafloor litter data are loaded in a central database after a semi-automated validation phase. Once loaded, a data assessment is performed in order to check data consistency and potential errors are corrected thanks to a feedback loop with data originators.
For beach litter, the harmonized datasets contain all unrestricted EMODnet Chemistry data on beach litter, including monitoring data, data from cleaning surveys and data from research. A relevant part of the monitoring data has been considered for assessment purposes by the European institutions and therefore is tagged as MSFD_monitoring. EMODnet beach litter data and databases are hosted and maintained by 'Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Division of Oceanography (OGS/NODC)' from Italy.
Data are formatted following Guidelines and forms for gathering marine litter data, which can be found at: https://doi.org/10.6092/15c0d34c-a01a-4091-91ac-7c4f561ab508. The updated vocabularies of admitted values are available in https://nodc.ogs.it/marinelitter/vocab.
The harmonized datasets can be downloaded as EMODnet Beach litter data format Version 7.0, which is a spreadsheet file composed of 4 sheets: beach metadata, survey metadata, animals and litter. Local_CDI field in the survey metadata sheet allows to retrieve the original data.
DOI: 10.17863/cam.11437
title: MenAfriCar_Household_Serology

description: MenAfriCar household follow up carriage and serology data. Analysed to investigate correlates of protection against carriage. For details of MenAfriCar please see: doi: 10.1111/tmi.12125
DOI: 10.6084/m9.figshare.c.3621083_d2
title: Additional file 2: Table S1. of Identification and functional analyses of sex determination genes in the sexually dimorphic stag beetle Cyclommatus metallifer

description: List of primer sequences for RT-PCR. (XLS 18Â kb)
DOI: 10.6084/m9.figshare.c.3621044_d14
title: Additional file 4: Table S3. of Tribbles ortholog NIPI-3 and bZIP transcription factor CEBP-1 regulate a Caenorhabditis elegans intestinal immune surveillance pathway

description: NanoString analysis of wild type N2 and nipi-3(fr4) gene expression. This table lists the gene expression fold changes between wild type N2 and nipi-3(fr4) animals fed P. aeruginosa PA14 or control OP50 E. coli for 6Â hours (first tab) or fed E. coli expressing ToxA or BL21 control for 24Â hours (second tab). Expression values are the average of three (PA14 and OP50) or two (ToxA and BL21 control) independent replicates and normalized to three control genes. Primary data are provided in Additional file 15. (XLSX 33 kb)
DOI: 10.6084/m9.figshare.c.3621083_d3
title: Additional file 3: Table S2. of Identification and functional analyses of sex determination genes in the sexually dimorphic stag beetle Cyclommatus metallifer

description: List of primer sequences for dsRNA synthesis. (XLS 18Â kb)
DOI: 10.6084/m9.figshare.c.3621095_d1
title: Additional file 1: of The trade-off of availability and growth inhibition through copper for the production of copper-dependent enzymes by Pichia pastoris

description: Intracellular copper content and copper adsorption. (XLS 26 kb)
DOI: 10.6084/m9.figshare.c.3621101_d1
title: Additional file 4: Table S4. of The genomes of three stocks comprising the most widely utilized live sporozoite Theileria parva vaccine exhibit very different degrees and patterns of sequence divergence

description: Shows the 100 genes in the Muguga reference genome sequence with the lowest average read mapping coverage from Kiambu5 whole genome shotgun sequencing reads. (XLSX 37Â kb)
DOI: 10.6084/m9.figshare.c.3621104_d1
title: Additional file 2: of Osteopontin and thrombospondin-1 play opposite roles in promoting tumor aggressiveness of primary resected non-small cell lung cancer

description: Dataset supporting the conclusions of this article. (XLSX 58 kb)
DOI: 10.6084/m9.figshare.c.3621116_d1
title: Additional file 2: Table S2. of CXC chemokine superfamily induced by Interferon-Îł in asthma: a cross-sectional observational study

description: Sputum Cell characteristics, and CXC3 ligands and IL-8 in subjects classified by clinical severity. (XLSX 11Â kb)
DOI: 10.6084/m9.figshare.c.3621095_d2
title: Additional file 7: of The trade-off of availability and growth inhibition through copper for the production of copper-dependent enzymes by Pichia pastoris

description: SDS PAGE analysis of wildtype. (XLS 251 kb)
DOI: 10.6084/m9.figshare.c.3621101_d2
title: Additional file 2: Table S2. of The genomes of three stocks comprising the most widely utilized live sporozoite Theileria parva vaccine exhibit very different degrees and patterns of sequence divergence

description: Comprehensive lists of variants identified in T. parva Serengeti-transformed and Kiambu5 stocks, relative to the reference T. parva Muguga isolate, respectively. (XLSX 65Â kb)
DOI: 10.6084/m9.figshare.c.3621116_d2
title: Additional file 1: Table S1. of CXC chemokine superfamily induced by Interferon-Îł in asthma: a cross-sectional observational study

description: Characteristics of subjects classified by clinical severity according to International ERS/ATS guidelines. (XLSX 12Â kb)
DOI: 10.17863/cam.7315
title: Research data supporting Zintl Phases K4–xNaxSi4 (1 ≤ x ≤ 2.2) and K7NaSi8: Synthesis, Crystal Structures, and Solid-State NMR Spectroscopic Investigations

description: FID and Fourier-transformed 29Si and 23Na solid-state NMR data for K3NaSi4 and K7NaSi8; CASTEP density functional theory (DFT) calculation txt file containing input and outputs, especially NMR shielding and nuclear quadrupole coupling values for K3NaSi4 and K7NaSi8
DOI: 10.6084/m9.figshare.c.3621101_d3
title: Additional file 3: Table S3. of The genomes of three stocks comprising the most widely utilized live sporozoite Theileria parva vaccine exhibit very different degrees and patterns of sequence divergence

description: Comprehensive lists of variants identified in T. parva Serengeti-transformed and Kiambu5 stocks, relative to the reference T. parva Muguga isolate, respectively. (XLSX 71Â kb)
DOI: 10.57680/asep.0597604
title: Dataset for Coexisting polarization mechanisms in ferroelectric uniaxial tetragonal tungsten bronze Ca.sub.0.3./sub.Ba.sub.0.7./sub.Nb.sub.2./sub.O.sub.6./sub. (CBN-30)

description: The data provides some numerical values to the graphs and figures in the article: E. Buixaderas et al., Coexisting polarization mechanisms in ferroelectric uniaxial tetragonal tungsten bronze Ca.sub.0.3./sub.Ba.sub.0.7./sub.Nb.sub.2./sub.O.sub.6./sub. (CBN-30) 110 (2024). \n\nMore details are available in the README.txt file.\n
DOI: 10.17863/cam.101651
title: Research data supporting: "The evolution of constitutively active humoral immune defenses in Drosophila populations under high parasite pressure"

description: This dataset is associated with the following article: "The evolution of constitutively active humoral immune defenses in Drosophila populations under high parasite pressure". This dataset includes analyses of an RNA sequencing study of the Drosophila melanogaster larval fat body transcriptome following selection and infection treatments with Leptopilina boulardi wasps. Also provided are encapsulation rate analyses of outbred D. melanogaster larvae, hemocyte gene expression analysis, gene ontology enrichment analysis, and GFP fluorescence reporter analysis.
DOI: 10.13120/42d443b7-229f-4af7-8fd9-114a215026c7
title: Baltic Sea - Seafloor litter aggregated datasets 2011/2024 v2024
title: Baltic_sea_seafloor_litter_aggregated_datasets_ 2011/2024_v2024

description: EMODnet Chemistry aims to provide access to marine chemistry data sets and derived data products concerning eutrophication, ocean acidification, contaminants and litter. The chosen parameters are relevant for the Marine Strategy Framework Directive (MSFD), in particular for descriptors 5, 8, 9 and 10. The datasets contain standardized, harmonized and validated data collections from seafloor litter. 
Datasets concerning seafloor litter data are loaded in a central database after a semi-automated validation phase. Once loaded, a data assessment is performed in order to check data consistency and potential errors are corrected thanks to a feedback loop with data originators.
EMODnet seafloor litter data and database are hosted and maintained by ‘Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Division of Oceanography (OGS/NODC)’ from Italy.
For seafloor litter, the harmonized datasets contain all unrestricted EMODnet Chemistry data on seafloor litter data.
Data are formatted following Guidelines and forms for gathering marine litter data, which can be found at: https://dx.doi.org/10.6092/15c0d34c-a01a-4091-91ac-7c4f561ab508. The updated vocabularies of admitted values are available at https://vocab.seadatanet.org/search or at https://vocab.ices.dk/ .
The harmonized datasets can be downloaded as EMODnet Sea-floor litter data format version 1.0, which is a csv file, tab separated values.
DOI: 10.17863/cam.17679
title: Research data supporting: Atomic mechanism of the bainite transformation

description: A review of the way in which atoms move during a soid-state phase transformation in steel, where the parent phase (austenite) changes into a mixture of phases colloquially known as "bainite". This transformation is of huge importance in the creation of new kinds of steels.
DOI: 10.17863/cam.50893
title: Research data supporting Light-Induced Coalescence of Plasmonic Dimers and Clusters

description: Time-resolved measurements of gold nanoparticle dimers undergoing coalescence, as described in the linked manuscript. hdf5 file has sub-groups for each dimer with the associated data as labelled. The raw spectra are provided, together with the referencse and backgrounds as attributes.