cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6979744
title: Cone-Beam Computed Tomography Dataset of a Seashell

description: <strong>Summary</strong> This dataset is a collection of X-ray projection images of a seashell imaged in a cone-beam computed tomography (CBCT) scanner. The dataset also includes a metadata file, specifying the scan geometry and other important scan parameters, and photographs of the sample and the measurement setup. <strong>Description</strong> <em>Sample Information</em> The sample is an empty seashell of an unknown species, approximately 4.3 cm in length and 2.5 cm in diameter. The sample was placed in a plastic tube filled with cotton wool to prevent unwanted motion during the scan. <em>Scanner</em> The measurements were acquired using a cone-beam computed tomography scanner designed and constructed in-house in the Industrial Mathematics Computed Tomography Laboratory at the University of Helsinki. The scanner consists of a molybdenum target X-ray tube (Oxford Instruments XTF5011), a motorized rotation stage (Thorlabs CR1-Z7), and a 12-bit, 2240x2368 pixel, energy-integrating flat panel detector (Hamatsu Photonics C7942CA-22). <em>Scan Settings </em> 721 X-ray projections were acquired using an angle increment of 0.5 degrees. The X-ray source voltage and tube current were set at 50 kV and 1 mA, respectively. The exposure time of the flat panel detector was set to 1000 ms. <em>Data Post-Processing</em> Two correction images were acquired before scanning the sample. A dark current image was created by averaging 100 images taken with the X-ray source off. A flat-field image was created by averaging 100 images taken with the X-ray source switched on with no sample placed in the scanner. After the scan, dark current and flat-field corrections were applied to each projection image using the Hamamatsu HiPic imaging software version 9.3. <em>Data Format</em> The X-ray projections are stored in .tif format. The metadata is contained in .txt file with formatting that is both human-readable and machine-readable. <em>Notes</em> Due to a slightly misaligned center of rotation in the scanner, the CT reconstructions can appear blurry. It was empirically observed that this problem can be compensated for quite well by shifting each projection left by 4 pixels, using circular boundary conditions, before performing any other operations on the projections. <strong>Research Group</strong> This dataset was produced by the Inverse Problems research group at the Department of Mathematics and Statistics at the University of Helsinki, Finland: https://www2.helsinki.fi/en/researchgroups/inverse-problems. <strong>Additional Links</strong> To get started with the data, we recommend looking at the HelTomo toolbox, specifically created for working with CBCT data collected in the Industrial Mathematics Computed Tomography Laboratory, and available at https://github.com/Diagonalizable/HelTomo <strong>Contact Details</strong> For more information or guidance in using these datasets, please contact alexander.meaney [at] helsinki.fi.
DOI: 10.5281/zenodo.6983090
title: VAPSA - Kuulustelupöytäkirjat Vapaussodan arkistossa

description: Kansallisarkiston tietokantaan on syötetty tiedot noin 6000 kansalaissotaan liittyvästä kuulustelusta. Tietokanta perustuu maailmansotien välillä kerättyyn ja Kansallisarkistoon talletettuun Vapaussodan arkistoon sisältyviin kuulustelupöytäkirjoihin. I Riksarkivets databas har matats in uppgifter om ca 6000 förhör som hänför sig till medborgarkriget. Databasen grundar sig på förhörsprotokoll, som samlats in mellan världskrigen och som ingår i Frihetskrigets arkiv, som finns deponerat i Riksarkivet.
DOI: 10.5281/zenodo.6983089
title: VAPSA - Kuulustelupöytäkirjat Vapaussodan arkistossa

description: Kansallisarkiston tietokantaan on syötetty tiedot noin 6000 kansalaissotaan liittyvästä kuulustelusta. Tietokanta perustuu maailmansotien välillä kerättyyn ja Kansallisarkistoon talletettuun Vapaussodan arkistoon sisältyviin kuulustelupöytäkirjoihin. I Riksarkivets databas har matats in uppgifter om ca 6000 förhör som hänför sig till medborgarkriget. Databasen grundar sig på förhörsprotokoll, som samlats in mellan världskrigen och som ingår i Frihetskrigets arkiv, som finns deponerat i Riksarkivet.
DOI: 10.6084/m9.figshare.20480055
title: Mouse retina

description: scRNA-seq dataset of mouse retinal neurons originally published here and analyzed with RNA velocity here. Data has first been taken from here.
DOI: 10.5281/zenodo.6683625
title: GIXD data of organic-inorganic methylammonium lead bromide perovskite (MAPbBr3), processed q-space maps

description: This dataset contains grazing incidence x-ray diffraction (GIXD) maps projected in q-space and polar projection. The underlying raw data is published in 10.5281/zenodo.6683616 and processed with 10.5281/zenodo.6683658. This data describes a time series of diffraction images acquired with 10 Hz. Parameters of the provided data: Q-space-maps Horizontal axis (Q<sub>xy</sub>) range: (0, 3.2) Å<sup>-1</sup> Vertical axis (Q<sub>z</sub>) range: (0, 3.2) Å<sup>-1</sup> Resolution: 1350x1350 pixels Origin (lower left coordinate in q): (0, 0) Polar data Horizontal axis (||<strong>q</strong>||) range: (0, 4.53) Å<sup>-1</sup> Vertical axis (ф) range: (0, 90) deg Resolution: 512x1024 pixels Origin (lower left coordinate in q): (0, 0)
description: {"references": ["Starostin et al. 2022; End-to-end deep learning pipeline for real-time processing of surface scattering data at synchrotron facilities"]}
DOI: 10.7910/dvn/id1fg0
title: Refugee/Asylum Seeker Flow Panel Datasets at the i) Origin Country-Year, ii) Asylum Country-Year, and iii) Directed Dyad-Year Level

description: Refugee and asylum seeker flow panel datasets constructed from UNHCR flow data at the i) origin country-year, ii) asylum country-year, and iii) directed dyad-year level. Using data corresponding to the year on which the UNHCR began systematically tracking refugees and asylum seekers by country , we construct asylum country- and directed dyad-year panel datasets in which observations of NA are entered for years preceding the initiation of country-specific collection efforts. Because data on flows were typically secured at the level of the asylum (and not origin) country, for the origin country-year panel dataset, we are able to identify only a subset of those observations for which data was incomplete or missing. For those cases, we similarly set values to NA but urge caution when using origin country-year data as some historical values may only partially reflect total outflows.
DOI: 10.5281/zenodo.6976573
title: Monovalent ion-mediated charge-charge interactions drive aggregation of surface-functionalized gold nanoparticles

description: Dataset containing files required to run the simulations in "Monovalent ion-mediated charge-charge interactions drive aggregation of surface-functionalized gold nanoparticles"
DOI: 10.5281/zenodo.6976572
title: Monovalent ion-mediated charge-charge interactions drive aggregation of surface-functionalized gold nanoparticles

description: Dataset containing files required to run the simulations in "Monovalent ion-mediated charge-charge interactions drive aggregation of surface-functionalized gold nanoparticles"
DOI: 10.34740/kaggle/dsv/3313160
title: Punjabi Shahmukhi Alphabet database (Nastaleeq)
DOI: 10.25403/upresearchdata.20371572
title: Comparing active seismic surface wave tests on shallow and deep bedrock sites

description: This is the dataset that was used to compare three active seismic surface wave tests: spectral analysis of surface waves (SASW), Multi-channel analysis of surface waves (MASW) and Continuous surface wave (CSW) in terms of repeatability, susceptibility to near effects and maximum and minimum sampling depths on shallow and deep bedrock sites. The tests were carried out in the field on shallow and deep bedrock sites.
DOI: 10.25403/upresearchdata.20371572.v1
title: Comparing active seismic surface wave tests on shallow and deep bedrock sites

description: This is the dataset that was used to compare three active seismic surface wave tests: spectral analysis of surface waves (SASW), Multi-channel analysis of surface waves (MASW) and Continuous surface wave (CSW) in terms of repeatability, susceptibility to near effects and maximum and minimum sampling depths on shallow and deep bedrock sites. The tests were carried out in the field on shallow and deep bedrock sites.
DOI: 10.14278/rodare.358
title: Raw data: "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass"

description: This set contains the raw data of the fluorescence scanning experiments used in the publication of "Quantification of peptide bound particles: A phage mimicking approach via site-selective immobilization on glass" by Schrader et al.
DOI: 10.5281/zenodo.6346609
title: Data and scripts for: Green turtles highlight connectivity across a regional marine protected area network in West Africa

description: Data derivates and analysis scripts (in R) used for the paper on analyzing green turtle MPA coverage and connectivity in West Africa.
description: This communication reflects only the authors' view and the Research Executive Agency of the European Union is not responsible for any use that may be made of the information it contains.
DOI: 10.5281/zenodo.6346610
title: Data and scripts for: Green turtles highlight connectivity across a regional marine protected area network in West Africa

description: Data derivates and analysis scripts (in R) used for the paper on analyzing green turtle MPA coverage and connectivity in West Africa.
description: This communication reflects only the authors' view and the Research Executive Agency of the European Union is not responsible for any use that may be made of the information it contains.
DOI: 10.17029/41b3bedb-3b51-4746-9aa4-064dd15763b8
title: Dataset for Pyrenees Climate (Cerdanya): 2012 - present

description: Temperature/Relative Humidity observations at 50 sites around Cerdanya (30 min intervals). Please contact author if extensive use of the data for scientific research and publication is envisaged.
DOI: 10.6084/m9.figshare.20480058
title: Performance Evaluation of a Water-Circulating Tomato Root Zone Substrate Cooling System Using a Chiller and Effect on Tomato Vegetative Growth in Chinese Solar Greenhouse

description: Related data set of ' Performance Evaluation of a Water-Circulating Tomato Root Zone Substrate Cooling System Using a Chiller and Effect on Tomato Vegetative Growth in Chinese Solar Greenhouse ' .
DOI: 10.6084/m9.figshare.20480058.v1
title: Performance Evaluation of a Water-Circulating Tomato Root Zone Substrate Cooling System Using a Chiller and Effect on Tomato Vegetative Growth in Chinese Solar Greenhouse

description: Related data set of ' Performance Evaluation of a Water-Circulating Tomato Root Zone Substrate Cooling System Using a Chiller and Effect on Tomato Vegetative Growth in Chinese Solar Greenhouse ' .
DOI: 10.5281/zenodo.5356334
title: Data and scripts for: track2KBA: An R package for identifying important sites for biodiversity from tracking data

description: Data derivates and analysis scripts (in R) used for the companion paper for the R package track2KBA.
description: This communication reflects only the authors' view and the Research Executive Agency of the European Union is not responsible for any use that may be made of the information it contains.
DOI: 10.5281/zenodo.5356335
title: Data and scripts for: track2KBA: An R package for identifying important sites for biodiversity from tracking data

description: Data derivates and analysis scripts (in R) used for the companion paper for the R package track2KBA.
description: This communication reflects only the authors' view and the Research Executive Agency of the European Union is not responsible for any use that may be made of the information it contains.
DOI: 10.6084/m9.figshare.20480190
title: Capursco and Stewart 2022

description: The following are datasets used in deriving G. Capursco's MSc thesis at Leiden University.
DOI: 10.6084/m9.figshare.20480190.v1
title: Capursco and Stewart 2022

description: The following are datasets used in deriving G. Capursco's MSc thesis at Leiden University.
DOI: 10.25403/upresearchdata.20319768
title: The role of the church in Ga-Maphalle village, Limpopo province

description: These are datasets for a qualitative study undertaken to look into the role of the church in Ga-Maphalle village in Limpopo province. The religious, well-being, political as well as socio-economic role Christian churches play in rural communities. Semi-structured interviews were conducted with residents of this village. The data contain the demographics of the residents, emerging themes, tables, and figures to illustrate the conducted research.
DOI: 10.25403/upresearchdata.20319768.v1
title: The role of the church in Ga-Maphalle village, Limpopo province

description: These are datasets for a qualitative study undertaken to look into the role of the church in Ga-Maphalle village in Limpopo province. The religious, well-being, political as well as socio-economic role Christian churches play in rural communities. Semi-structured interviews were conducted with residents of this village. The data contain the demographics of the residents, emerging themes, tables, and figures to illustrate the conducted research.
DOI: 10.6084/m9.figshare.20480196
title: 1.txt

description: NMR raw data ASCII format
DOI: 10.6084/m9.figshare.20480196.v1
title: 1.txt

description: NMR raw data ASCII format
DOI: 10.6084/m9.figshare.20480124
title: Imil 9 sauropod tracksite, Sountate area, Morocco: 3D model and figures

description: 3D Model of the Imil 9 sauropod tracksite, Sountate area, Morocco. The site has been interpreted as a two-step trackway of cf. Polyonyx. <br> For further details and description, see Oukassou, M., H. Klein, A. Lagnaoui, A. Charrière, H. Saber, G. D. Gierliński, J. N. Lallensack, A. Hminna, A. Boumaalif, A. Oussou, and D. Ouarhache. 2019. Polyonyx-like tracks from Middle-?Upper Jurassic red beds of Morocco: Implications for sauropod communities on southern margins of tethys. Palaeogeography, Palaeoclimatology, Palaeoecology 536:109394. <br> <br>
DOI: 10.6084/m9.figshare.20480124.v1
title: Imil 9 sauropod tracksite, Sountate area, Morocco: 3D model and figures

description: 3D Model of the Imil 9 sauropod tracksite, Sountate area, Morocco. The site has been interpreted as a two-step trackway of cf. Polyonyx. <br> For further details and description, see Oukassou, M., H. Klein, A. Lagnaoui, A. Charrière, H. Saber, G. D. Gierliński, J. N. Lallensack, A. Hminna, A. Boumaalif, A. Oussou, and D. Ouarhache. 2019. Polyonyx-like tracks from Middle-?Upper Jurassic red beds of Morocco: Implications for sauropod communities on southern margins of tethys. Palaeogeography, Palaeoclimatology, Palaeoecology 536:109394. <br> <br>
DOI: 10.57672/gp96-5093
title: TDD-Corpus
DOI: 10.5281/zenodo.6983536
title: Benchmark Datasets for Inductive Entity Alignment

description: This upload contains datasets for benchmarking inductive entity alignment approaches.
DOI: 10.5281/zenodo.6984651
title: Benchmark Datasets for Inductive Entity Alignment

description: This upload contains datasets for benchmarking inductive entity alignment approaches.
DOI: 10.5281/zenodo.1972633
title: Supplementary Data: The role of hydro power, storage and transmission in the decarbonization of the Chinese power system

description: This is the supplementary data to the publication: The role of hydro power, storage and transmission in the decarbonization of the Chinese power system https://doi.org/10.1016/j.apenergy.2019.02.009 This dataset includes: Hourly wind, solar and electricity load time series for 31 Chinese provinces and their calculations Reservoir hydro stations' effective capacity and inflow time series (details are referred to Daily hydro power time series (1979-2016) for 43 Chinese reservoir hydro stations) Wind and solar power's geographical potential calculations Directory p_nom_min contains existing wind and solar power capacities up to end of 2014 Long-range transmission topologies The bash command scripts initiate three sets of simulations respectively: CO2 emission reduction sweep; 38-year weather input sensitivity; constraining transmission volume. Dependencies: Pypsa vresutils RE-atlas(optional)
DOI: 10.48650/xwcn-4413
title: Trase Supply Chains

description: Trase is a data-driven transparency initiative that maps the international trade and financing of agricultural commodities, providing tools that enable companies, financial institutions and governments to address tropical deforestation.
DOI: 10.5281/zenodo.6478115
title: Data for: Mating strategy predicts gene presence/absence patterns in a genus of simultaneously hermaphroditic flatworms

description: This repository contains a record of analysis scripts and similarity score data used for the analyses presented in the manuscript. Some of the R scripts depend on supplementary tables associated with the manuscript. A preprint of the manuscript is available at:
DOI: 10.5258/soton/d2314
title: Dataset to support the publication 'Compact nano-void spectrometer based on a stable engineered scattering system'

description: This is dataset for manuscript in Photonics Research journal titled 'Compact nano-void spectrometer based on a stable engineered scattering system'. Data type is .fig (MATLAB figure files). For further information please see Readme.txt file
DOI: 10.5517/ccdc.csd.cc26vt30
title: CCDC 2051552: Experimental Crystal Structure Determination

description: Related Article: Bijin Lin, Tilong Yang, Dequan Zhang, Yang Zhou, Liangliang Wu, Jingfei Qiu, Gen-Qiang Chen, Chi-Ming Che, Xumu Zhang|2022|Angew.Chem.,Int.Ed.|61|e202201739|doi:10.1002/anie.202201739
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27vm2t
title: CCDC 2081156: Experimental Crystal Structure Determination

description: Related Article: Bijin Lin, Tilong Yang, Dequan Zhang, Yang Zhou, Liangliang Wu, Jingfei Qiu, Gen-Qiang Chen, Chi-Ming Che, Xumu Zhang|2022|Angew.Chem.,Int.Ed.|61|e202201739|doi:10.1002/anie.202201739
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2994tl
title: CCDC 2123959: Experimental Crystal Structure Determination

description: Related Article: Jinming Fan, Jingsheng Miao, Nengquan Li, Yitong Zeng, Changqing Ye, Xiaojun Yin, Chuluo Yang|2022|J.Mater.Chem.C|10|10255|doi:10.1039/D2TC02146C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.5148173
title: Crustal structure of the Volgo-Uralian subcraton revealed by inverse and forward gravity modeling [dataset]

description: This collection contains data that were used to build a 3D crustal model of the Volgo-Uralian subcraton through inverse and forward gravity modeling. The dataset is subdivided into two folders: (1) Gravity field inversion; (2) Forward gravity modeling.
DOI: 10.34740/kaggle/dsv/4061958
title: YouTube Daily
DOI: 10.6084/m9.figshare.20480292
title: NIR data - aggregated into SIMCA item

description: Characterization of refined marc distillates with alternative oak 4 products using different analytical approaches - Near Infrared data: - SIMCA file also including hard data, i.e. Brucker absorbance spectra - Base Dataset exported to excel
DOI: 10.5281/zenodo.6962235
title: Early biofouling colonization stages: Implications for operation and maintenance planning in Marine Renewable Energy projects

description: This spreadsheet contains all PERMANOVA and SIMPER analyses mentioned in the paper entitled "Early biofouling colonization stages: Implications for operation and maintenance planning in Marine Renewable Energy projects". It also includes biomass and density of species selected by SIMPER. Eleven tabs are included in this file: A. PERMANOVA results for "cylinder treatment". B. PERMANOVA results for "seawater parameters". C. PERMANOVA results for "species richness". D. PERMANOVA results for "thickness". E. PERMANOVA results for "total biomass of organisms". F. PERMANOVA results for "total density of organisms". G. SIMPER results using "organisms biomass". H. Biomass of main organisms (as per SIMPER). I. SIMPER results using "organisms density". J. Density of main organisms (as per SIMPER).
DOI: 10.34740/kaggle/dsv/4061966
title: CIDDS-001
DOI: 10.5258/soton/d1618
title: Dataset to support the Southampton Doctoral Thesis 'The Influence of Germline Genotype on Breast Cancer Tumour Phenotype'

description: Summary level data derived from The 100,000 Genomes Project, Rare Disease, Familial Breast Cancer and Cancer, Breast Cancer Recruitment Domains. Data exported via the Genomics England secure AirLock system. This includes the number of pathogenic/likely pathogenic variant identified in BRCA, PALB2, CHEK2, ATM and TP53. It compares the age of cancer onset between gene carriers and non-carriers. It also compares the Tumour Mutational Burden, Somatic Mutational Signature and Somatic Mutational Profile between gene carriers and non-carriers.
DOI: 10.34740/kaggle/dsv/4062030
title: CIDDS-002
DOI: 10.14278/rodare.1317
title: [18F]FLUDA automation

description: Bei diesem Datensatz handelt es sich um HPLC-Daten von den Radiosynthesen von [18F]FLUDA.
DOI: 10.14278/rodare.1318
title: [18F]FLUDA automation

description: Bei diesem Datensatz handelt es sich um HPLC-Daten von den Radiosynthesen von [18F]FLUDA.
DOI: 10.14278/rodare.1474
title: Data publication: Development and Biological Evaluation of the First Highly Potent and Specific Benzamide-Based Radiotracer [¹⁸F]BA3 for Imaging of Histone Deacetylases 1 and 2 in Brain

description: The data publication contain: 1) Radiosynthesis data (Scheme of the synthesis module; RP-HPLC chromatograms of formulated [18F]BA3; MLC chromatograms of in vivo metabolism studies) 2) Biological data (Baseline TAC of CD-1 mice brain, biodistribution after i.v. injection of [18F]BA3) 3) Analytical data (1H, 13C, 19F NMR spectra; LC-MS chromatograms for final products)
DOI: 10.14278/rodare.1475
title: Data publication: Development and Biological Evaluation of the First Highly Potent and Specific Benzamide-Based Radiotracer [¹⁸F]BA3 for Imaging of Histone Deacetylases 1 and 2 in Brain

description: The data publication contain: 1) Radiosynthesis data (Scheme of the synthesis module; RP-HPLC chromatograms of formulated [18F]BA3; MLC chromatograms of in vivo metabolism studies) 2) Biological data (Baseline TAC of CD-1 mice brain, biodistribution after i.v. injection of [18F]BA3) 3) Analytical data (1H, 13C, 19F NMR spectra; LC-MS chromatograms for final products)