cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8324851
title: Silica polymerization experimental data

description: This dataset is accompanying the submission of the manuscript "Silica polymerization and nanocooloid nucleation and growth kinetics in aqueous solutions". It contains experimental data describing the concentration of aqueous monomeric silica as a function of time. The experimental conditions (temperature, pH, ionic strength) are also given. These data were used to fit the rate constants using the fourth-order rate kinetic expression described in the paper. Data are provided as an Excel file.
DOI: 10.5281/zenodo.8324850
title: Silica polymerization experimental data

description: This dataset is accompanying the submission of the manuscript "Silica polymerization and nanocooloid nucleation and growth kinetics in aqueous solutions". It contains experimental data describing the concentration of aqueous monomeric silica as a function of time. The experimental conditions (temperature, pH, ionic strength) are also given. These data were used to fit the rate constants using the fourth-order rate kinetic expression described in the paper. Data are provided as an Excel file.
DOI: 10.21942/uva.24099711
title: Dataset PhD

description: This dataset is used for my PhD about applying machine learning algorithms in the audit practice. Where I focus on comparing different Machine learning algorithms and analyse how they perform.
DOI: 10.21942/uva.24099711.v1
title: Dataset PhD

description: This dataset is used for my PhD about applying machine learning algorithms in the audit practice. Where I focus on comparing different Machine learning algorithms and analyse how they perform.
DOI: 10.6084/m9.figshare.24099726
title: numeric passages kelt smolt.csv

description: positional data on migrating Atlantic salmon and brown trout of different life stages being guided in a regulated river with a bubble barrier
DOI: 10.6084/m9.figshare.24099726.v1
title: numeric passages kelt smolt.csv

description: positional data on migrating Atlantic salmon and brown trout of different life stages being guided in a regulated river with a bubble barrier
DOI: 10.6084/m9.figshare.24088284.v2
title: Raw bathymetric data from Sarmiento de Gamboa Antarctic expedition (2019)

description: The purpose of this study was to conduct a bathymetric survey in the Bransfield Strait as part of the BRAVOSEIS Project, specifically focusing on data collected during the Sarmiento de Gamboa Antarctic expedition in 2019.
DOI: 10.24396/ordar-117
title: Data for the paper "Reactive transport modelling in porous fractured media: Application to weathering processes"

description: Data used for the paper "Reactive transport modelling in porous fractured media: Application to weathering processes". Dual_Porosity_Model.pqi : PhreeqC code for the dual porosity model Single_Porosity_Model.pqi : PhreeqC code for the single porosity model Single_Porosity_model_results.csv : results of the simulation of the single porosity model Dual_Porosity_Model_results.csv : Results of the simulation of the dual porosity model Metadata_Single_Porosity_model_results.csv : Metadata of Single_Porosity_model_results.csv file Metadata_Dual_Porosity_Model_results.csv : Metadata of Dual_Porosity_model_results.csv file llnl - Edited.dat : llnl database file modified to account for the Ni species
DOI: 10.24396/ordar-131
title: Data for the paper "Reactive transport modelling in porous fractured media: Application to weathering processes"

description: Data used for the paper "Reactive transport modelling in porous fractured media: Application to weathering processes". Dual_Porosity_Model.pqi : PhreeqC code for the dual porosity model Single_Porosity_Model.pqi : PhreeqC code for the single porosity model llnl - Edited.dat : llnl database file modified to account for the Ni species Single_Porosity_model_results.csv : results of the simulation of the single porosity model Dual_Porosity_Model_results.csv : Results of the simulation of the dual porosity model Metadata_Single_Porosity_model_results.csv : Metadata of Single_Porosity_model_results.csv file Metadata_Dual_Porosity_Model_results.csv : Metadata of Dual_Porosity_model_results.csv file
DOI: 10.6084/m9.figshare.24099750
title: Keltsonar2020FINAL

description: sonar data on Atlantic salmon and brown trout kelt guided by a bubble barrier in a regulated river
DOI: 10.6084/m9.figshare.22579840
title: Craniothoracic regions of Kolymaspis and Romundina

description: Tomograms and surface models for Kolymaspis and Romundina used in the investigation of pharyngeal associations with the craniothoracic joint.
DOI: 10.6084/m9.figshare.22579840.v1
title: Craniothoracic regions of Kolymaspis and Romundina

description: Tomograms and surface models for Kolymaspis and Romundina used in the investigation of pharyngeal associations with the craniothoracic joint.
DOI: 10.5281/zenodo.8310085
title: How COVID-19 continues to affect contraception in Scotland: a retrospective analysis of Scottish prescribing data between 2016 and 2023.

description: This is the data and script used to analyse data for the publication<em>: How COVID-19 continues to affect contraception in Scotland: a retrospective analysis of Scottish prescribing data between 2016 and 2023.</em> Data uploaded here originates from the Scottish Health and Social Care Open Data repository (https://www.opendata.nhs.scot). For information about field descriptions, please refer to their Data Glossary (http://www.isdscotland.org/Health-Topics/Prescribing-and-Medicines/_docs/Glossary-of-Terms.pdf). These data are used here under the Open Government Licence (https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/). I welcome all feedback or questions: e.johnson-hall.2023@bristol.ac.uk
DOI: 10.5281/zenodo.8310084
title: How COVID-19 continues to affect contraception in Scotland: a retrospective analysis of Scottish prescribing data between 2016 and 2023.

description: This is the data and script used to analyse data for the publication<em>: How COVID-19 continues to affect contraception in Scotland: a retrospective analysis of Scottish prescribing data between 2016 and 2023.</em> Data uploaded here originates from the Scottish Health and Social Care Open Data repository (https://www.opendata.nhs.scot). For information about field descriptions, please refer to their Data Glossary (http://www.isdscotland.org/Health-Topics/Prescribing-and-Medicines/_docs/Glossary-of-Terms.pdf). These data are used here under the Open Government Licence (https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/). I welcome all feedback or questions: e.johnson-hall.2023@bristol.ac.uk
DOI: 10.5281/zenodo.8321680
title: Datasets CpfC mechanism

description: Data for pdb-upload
DOI: 10.5281/zenodo.8321679
title: Datasets CpfC mechanism

description: Data for pdb-upload
DOI: 10.25835/9v3k2sx0
title: Replication: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery

description: This repository contains the replication package for our CCS'23 paper "“We’ve Disabled MFA for You”: An Evaluation of the Security and Usability of Multi-Factor Authentication Recovery Deployments", including: - a list of all websites in our final sample - tables with more detailed information regarding our analyzed websites - codebooks used by the authors to categorize findings - additional text templates, such as the initial help request and the debriefing email - additional graphics with more information
DOI: 10.3886/e193081v1
title: ECIN Replication Package for "Locked down in distress: a quasi-experimental estimation of the mental-health fallout from the COVID-19 pandemic"

description: An extensive literature documents the economic impacts of the Covid-19 pandemic, while a nascent one is beginning to detail the mental health impact. A limitation of existing work is that reported findings generally cannot be taken as causal estimates. In this study, we use a large-scale longitudinal survey coupled with a differences-in-differences research design to estimate the impact of the COVID-19 pandemic on mental health in the United Kingdom. We report substantial increases in psychological distress for the population overall during the first wave. These impacts were, however, not uniformly distributed with the costs in terms of mental health being much more pronounced for females, younger cohorts, the BAME community, and migrants. We also looked beyond socio-demographics to identify characteristics of the individual and their living environment which can predict who was least resilient to the mental health effects associated with the first wave. We find that people with financial worries, feeling lonely or living in overcrowded dwellings experienced significantly worse mental health deterioration during the first wave, ceteris paribus.
description: Smallest Geographic Unit: United Kingdom
DOI: 10.3886/e193081
title: ECIN Replication Package for "Locked down in distress: a quasi-experimental estimation of the mental-health fallout from the COVID-19 pandemic"

description: An extensive literature documents the economic impacts of the Covid-19 pandemic, while a nascent one is beginning to detail the mental health impact. A limitation of existing work is that reported findings generally cannot be taken as causal estimates. In this study, we use a large-scale longitudinal survey coupled with a differences-in-differences research design to estimate the impact of the COVID-19 pandemic on mental health in the United Kingdom. We report substantial increases in psychological distress for the population overall during the first wave. These impacts were, however, not uniformly distributed with the costs in terms of mental health being much more pronounced for females, younger cohorts, the BAME community, and migrants. We also looked beyond socio-demographics to identify characteristics of the individual and their living environment which can predict who was least resilient to the mental health effects associated with the first wave. We find that people with financial worries, feeling lonely or living in overcrowded dwellings experienced significantly worse mental health deterioration during the first wave, ceteris paribus.
description: Smallest Geographic Unit: United Kingdom
DOI: 10.3886/e193081v2
title: ECIN Replication Package for "Locked down in distress: a quasi-experimental estimation of the mental-health fallout from the COVID-19 pandemic"

description: An extensive literature documents the economic impacts of the Covid-19 pandemic, while a nascent one is beginning to detail the mental health impact. A limitation of existing work is that reported findings generally cannot be taken as causal estimates. In this study, we use a large-scale longitudinal survey coupled with a differences-in-differences research design to estimate the impact of the COVID-19 pandemic on mental health in the United Kingdom. We report substantial increases in psychological distress for the population overall during the first wave. These impacts were, however, not uniformly distributed with the costs in terms of mental health being much more pronounced for females, younger cohorts, the BAME community, and migrants. We also looked beyond socio-demographics to identify characteristics of the individual and their living environment which can predict who was least resilient to the mental health effects associated with the first wave. We find that people with financial worries, feeling lonely or living in overcrowded dwellings experienced significantly worse mental health deterioration during the first wave, ceteris paribus.
description: Smallest Geographic Unit: United Kingdom
DOI: 10.5281/zenodo.7992639
title: A high spatial resolution dataset for methylmercury exposure in Guangdong-Hong Kong-Macao Greater Bay Area

description: This database describes the gridded dietary MeHg exposure of the Guangdong-Hong Kong-Macao Greater Bay Area (GBA) from 2009 to 2019 at the resolution of 1 km×1 km. The dataset classifies the gridded data on dietary MeHg exposure into three parts (i.e., the Pearl River Delta, Hong Kong, and Macao). The data files are in tif format and named based on the years.
DOI: 10.34740/kaggle/dsv/6429379
title: OnlineFree
DOI: 10.34740/kaggle/dsv/6429390
title: AutoXGB
DOI: 10.5281/zenodo.8321800
title: Rotating Features for Object Discovery

description: This repository contains the 4Shapes datasets from the paper "Rotating Features for Object Discovery" (link) by Sindy Löwe, Phillip Lippe, Francesco Locatello and Max Welling. The <strong>4Shapes dataset</strong> comprises grayscale images of dimensions 32 x 32, each containing four distinct white shapes (square, up/downward facing triangle, circle) on a black background. The dataset consists of 50,000 images in the train set, and 10,000 images for the validation and test sets, respectively. All pixel values fall within the range [0,1]. The <strong>4Shapes RGB(-D)</strong> datasets follow the same general setup, but randomly sample the color of each shape. To achieve this, we create sets of potential colors with varying sizes. Each set is generated by uniformly sampling an offset value within the range [0,1], and subsequently producing different colors by evenly dividing the hue space, starting from this offset value. The saturation and value are set to one for all colors, and the resulting HSV color representations are converted to RGB. To create the RGB-D variant, we incorporate a depth channel to each image and assign a unique depth value within the range [0,1] to every object, maintaining equal distances between them. For more details on how to use these datasets, see our GitHub repository.
DOI: 10.6084/m9.figshare.24088284.v3
title: Raw bathymetric data from Sarmiento de Gamboa Antarctic expedition (2019)

description: The purpose of this study was to conduct a bathymetric survey in the Bransfield Strait as part of the BRAVOSEIS Project, specifically focusing on data collected during the Sarmiento de Gamboa Antarctic expedition in 2019.
DOI: 10.5281/zenodo.8324895
title: Configurations of LLJs and associated rainfall patterns

description: characteristics of LLJs and their relationship with rainfall patterns in south China
DOI: 10.5281/zenodo.8324894
title: Configurations of LLJs and associated rainfall patterns

description: characteristics of LLJs and their relationship with rainfall patterns in south China
DOI: 10.17632/4t52cnx6d7.1
title: Older_patients_qualitative

description: Nurses’ perception of ageing: A qualitative study. 
Nurses reported three themes: (i) ageing perceptions (ii) care for older people, (iii) expectations and four subthemes emerged in this study.
DOI: 10.17632/n6c36j4fn2.1
title: From High to Low: the Potential of Genetics in Identifying Women at Lower Risk of Breast Cancer

description: This is a table with all of the data used for our manuscript: "From high to low: the potential of genetics in identifying women at lower risk of breast cancer". 
There is one row per participant. 25,591 participants total. 
The P_VUS column indicates whether the individual has a P (pathogenic) variant or a VUS (variant of uncertain significance) in one of 5 genes: BRCA1, BRCA2, PALB2, ATM and CHEK2. 
The PRS_percentile column provides the polygenic risk score percentile for this individual. It is between 0 and 99 included. 
The carrier_status column indicates whether the individual is in the low-risk group or the 'at_risk' group which corresponds to women at average or high risk. 
The censor_surv_BrCa column indicates whether the individual was diagnosed with breast cancer (1) or not (0).
The age_surv_BrCa indicates the age of first diagnosis for those diagnosed with breast cancer or the current age for those not diagnosed with breast cancer.
DOI: 10.17632/hvwyz5yhh2.1
title: Four-channel radio-frequency signal generator programmed by an open-source Arduino-based control system via single or quad Serial Peripheral Interface

description: Radio-frequency (RF) signal generators are standard laboratory equipment and a wide-range of open-source and commercial devices exists to address their many applications. Nonetheless, only few expensive and proprietary solutions can be re-configured within a wide frequency band and triggered on a micro-second timescale. Such specifications are required for applications that leverage variable radio-frequencies to generate programmed mixed signals, to control processes or states and to precisely steer laser beams using acousto-optical devices, tasks often needed in industrial manufacturing, atomic and molecular physics or microscopy.
Here we present an open-source low-cost Arduino-based control system that can store up to millions of commands received from a computer and then perform reliable high-speed programming of an arbitrary device under its control (DUC) via a single or quad-wire Serial Peripheral Interface. The software architecture operates as a real-time state machine, making it easily extensible and adaptable to any DUC. Each configuration change can be triggered either externally or internally, reaching 1 MHz rates when using a Teensy 4.1 Arduino-compatible board. Leveraging this flexible system, we developed a programmable four-channel RF signal generator, based on an Analog Devices 9959 Evaluation board, and we demonstrated its capability and validated its performance.
DOI: 10.17632/t2phwr39xf.1
title: Waheed et al., 2023 PNAS Data

description: HIV-1 assembly occurs at the inner leaflet of the plasma membrane in highly ordered membrane microdomains. The size and stability of membrane microdomains is regulated by activity of the sphingomyelin hydrolase neutral sphingomyelinase 2 (nSMase2) that is localized primarily to the inner leaflet of the plasma membrane. In this study, we demonstrate that pharmacological inhibition or depletion of nSMase2 in HIV-1-producer cells results in a block in the processing of the major viral structural polyprotein Gag and the production of morphologically aberrant, immature HIV-1 particles with severely impaired infectivity. We find that disruption of nSMase2 also severely inhibits the maturation and infectivity of other primate lentiviruses HIV-2 and simian immunodeficiency virus, has a modest or no effect on non-primate lentiviruses equine infectious anemia virus and feline immunodeficiency virus, and no effect on the gammaretrovirus murine leukemia virus. These studies demonstrate a key role for nSMase2 in HIV-1 particle morphogenesis and maturation.
DOI: 10.17632/3k25yc4r9g.1
title: Inhibition of Neutral sphingomyelinase 2 impairs HIV-1 envelope formation and substantially delays or eliminates viral rebound

description: Raw and analyzed data for nSMase2, HIV and PDDC data
DOI: 10.5281/zenodo.7411248
title: fMRI study of a VR-based motor imagery and observation task, a conventional motor imagery task, and a motor execution task

description: We used functional magnetic resonance imaging (fMRI) to map brain activation during: i) a VR-based motor imagery and observation task called NeuRow; ii) a conventional non-VR, motor imagery task based on the Graz paradigm; and iii) a motor execution task. Data were collected from two groups of healthy right-handed participants: 11 young adults (mean 58 age 27 ± 4 years) and 10 older adults (mean age 51 ± 6 years). The experimental protocol was designed in collaboration with the local healthcare system of Madeira, Portugal (SESARAM), in accordance with the 1964 Declaration of Helsinki, and approved by the scientific and ethic committees of the Central Hospital of Funchal with approval reference number: 21/2019. A written informed consent was obtained from each participant upon recruitment. Imaging was carried out on a 3T GE Signa HDxt MRI scanner (General Electrics Healthcare, Little Chalfont, United Kingdom) using a 12-channel head coil. fMRI data were acquired using a multi-slice 2D gradient-echo EPI sequence (TR/TE = 2500/30 ms, voxel size = 3.75x3.75x3.00 mm3, flip angle = 90, and FoV = 240x240 mm2). For co-registration purposes, whole-brain structural images were also acquired using a T1-weighted 3D Fast Spoiled Gradient-Echo (FSPGR) sequence (TR/TE = 7.8/3.0 ms, voxel size = 1.00x1.00x0.60 mm3). The following three tasks were performed for left and right arm movement separately, yielding a total of six fMRI runs (pseudo-randomized order): (a) NeuRow task: motor imagery and observation task through VR scenario (NeuRow); (b) Graz task: motor imagery only with abstract instructions (Graz), (c) and motor execution (ME): finger-tapping. Each fMRI run consisted of 8 trials, each with 20 s of baseline followed by 20 s of task (total run duration 5.33 min).
DOI: 10.5281/zenodo.7411249
title: fMRI study of a VR-based motor imagery and observation task, a conventional motor imagery task, and a motor execution task

description: We used functional magnetic resonance imaging (fMRI) to map brain activation during: i) a VR-based motor imagery and observation task called NeuRow; ii) a conventional non-VR, motor imagery task based on the Graz paradigm; and iii) a motor execution task. Data were collected from two groups of healthy right-handed participants: 11 young adults (mean 58 age 27 ± 4 years) and 10 older adults (mean age 51 ± 6 years). The experimental protocol was designed in collaboration with the local healthcare system of Madeira, Portugal (SESARAM), in accordance with the 1964 Declaration of Helsinki, and approved by the scientific and ethic committees of the Central Hospital of Funchal with approval reference number: 21/2019. A written informed consent was obtained from each participant upon recruitment. Imaging was carried out on a 3T GE Signa HDxt MRI scanner (General Electrics Healthcare, Little Chalfont, United Kingdom) using a 12-channel head coil. fMRI data were acquired using a multi-slice 2D gradient-echo EPI sequence (TR/TE = 2500/30 ms, voxel size = 3.75x3.75x3.00 mm3, flip angle = 90, and FoV = 240x240 mm2). For co-registration purposes, whole-brain structural images were also acquired using a T1-weighted 3D Fast Spoiled Gradient-Echo (FSPGR) sequence (TR/TE = 7.8/3.0 ms, voxel size = 1.00x1.00x0.60 mm3). The following three tasks were performed for left and right arm movement separately, yielding a total of six fMRI runs (pseudo-randomized order): (a) NeuRow task: motor imagery and observation task through VR scenario (NeuRow); (b) Graz task: motor imagery only with abstract instructions (Graz), (c) and motor execution (ME): finger-tapping. Each fMRI run consisted of 8 trials, each with 20 s of baseline followed by 20 s of task (total run duration 5.33 min).
DOI: 10.6084/m9.figshare.22061207.v8
title: Data from: A macroevolutionary common-garden experiment reveals differentially evolvable bone organization levels in slow arboreal mammals

description: - Supplementary Data 1-2: raw data - Supplementary Tables 2-5: analyses results - Supplementary Data 3: time-tree - Supplementary Data 4: R code - Supplementary Information on the methods (Supplementary Table 1 and Notes 1-7), information, credits and copyright licenses for slow arboreal mammal images used in Figs.2 and 4 (Supplementary Note 8) <br>
DOI: 10.7925/drs1.ucdlib_280970
title: spine

description: Two watercolour medical illustrations depicting the spine. It has the alternative reference number 1334 and P19C on the front. There is no Richmond Hospital Museum reference. Includes a cut off stamp of a papermaker in the top left corner. The artist's name is in the bottom right corner 'J. Connolly fec.t'. The handwritten note on the back reads 'J. Stannus Hughes [d. 1884, Professor of Surgery RCSI]'.
description: Numbering/sequence: Original reference number: 1334.
description: Date details: This illustration is undated, approximate dates are given based on dates for the entire collection.
DOI: 10.7925/drs1.ucdlib_280994
title: Growths on an arm

description: Watercolour medical illustration depicting growths on an arm. It has the reference number 1552 on the front. There is no Richmond Hospital Museum reference.
description: Numbering/sequence: Original reference number: 1552.
description: Date details: This illustration is undated, approximate dates are given based on dates for the entire collection.