cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.95682
title: Research data supporting: The critical role of the donor polymer in the stability of high-performance non-fullerene acceptor organic solar cells

description: A Microsoft Excel file containing the data that forms the figures in the main text of the publication. The Microsoft Excel file contains the organic solar cell device characteristics, the UV/Vis and photothermal deflection spectroscopy absorption spectra, transient absorption spectra, and Raman spectra of the fresh and light-soaked films. See the main manuscript for more details.
DOI: 10.17863/cam.99832
title: Research data Supporting "Preventing degradation in a flavin mononucleotide-based redox flow battery – an NMR and EPR study"

description: Zip folders contain data to the publication "Preventing degradation in a flavin mononucleotide-based redox flow battery – an NMR and EPR study" (Nature Communication 2023). It contains the zip file “Code.zip”, which is the code the electrochemistry and in-situ EPR and NMR have been processed. The software to run the code is MATLAB. “Electrochemistry – ph 14.zip” and “Electrochemistry – pH 11.zip” contain the electrochemical data acquired for figure 1 and 5. The files were collected with the Biologic Software EC-Lab. “NMR-EPR-Echem - fresh sample - pH 14.zip” and “NMR-EPR-Echem - aged sample - pH 14.zip” contain the data for figure 2 in the aforementioned publication. It provides the raw NMR (from Bruker Topspin) and EPR data (.csv and .xml), clearly labelled. To analyse the NMR data, the software Topspin by Bruker is needed. Additionally, the electrochemistry is provided for each experiment. “ex situ NMR - 31P - fresh, old, hydrolysed.zip” and “NMR-EPR-Echem - hydrolysed sample - pH 14.zip” is used to make figure 3. All data is in clearly labelled folders. Here, Topspin is needed to analyse and display the data, or the code provided above. The code provided will help to plot the data. The data Figure 4 consists of the folder “NMR - hydrolysed sample plus addition of fresh FMN - pH 14.zip”. Here, the code or topspin can be used to analyse the data.
DOI: 10.15468/dl.9a63fd
title: Occurrence Download

description: A dataset containing 10038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Testudines, Reptilia, Reptilia, Reptilia, Reptilia)"
 ]
}

 The dataset includes 10038 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037616-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.102176
title: Research data supporting "Logistics sites in England and Wales: Location, size, type and loading bays"

description: Data on the location and size of logistics sites is essential for the accurate system-level modelling of transport and logistics operations. This is becoming increasingly important to support governments and industry transition to a net zero future which will feature new operating models and vehicle technologies, particularly for electric vehicle operations. In this work we present a dataset of logistics sites across England and Wales categorised into warehouses, retail sites, and factories. There are 47,683 rows of data in total, comprising 27,691 warehouse sites, 6,441 retail sites, and 13,551 factory sites. Each row contains the site’s category, location (latitude and longitude), size (in square meters), and modelled number of heavy goods vehicle loading bays. Raw data on non-domestic properties in England and Wales were sourced from the UK’s Valuation Agency Office (VOA) database. This dataset contains none of the original data from the VOA database. It is all processed data which uses the VOA database as an input. Addresses were geocoded to determine the coordinates of each site, floor area was determined for each site via a web crawler script, and the type of site was derived using a keyword-based categorisation process. The size of the site gives an indication of the expected transport activity (i.e. volume of goods handled) and is a useful proxy to estimate the number of loading bays which, in turn, is a useful proxy for the number of electric heavy goods vehicle charging points the site may have to accommodate to support electric vehicle operations. Models relating the floor area to the number of loading bays were developed using satellite imagery of a sample of data from each category.
DOI: 10.17863/cam.13240
title: Research data supporting "Highly Stable Amorphous Zinc Tin Oxynitride Thin Film Transistors under Positive Bias Stress"

description: Data for publication in raw form
DOI: 10.17863/cam.92605
title: Research data supporting "Childhood encounters with ‘God Language’"

description: This document contains the anecdotal recollections of adults reflecting on early childhood encounters with the language of prayer / scripture / liturgy and their reactions to it both as children and now as adults. The participants were self-selected, being those who responded to a general appeal for memories. No attempt has been made to ensure a representative sampling of any population. Most are believed to be practicing Christians from the UK, but no data other than the recollections and usual informed consent was collected. Names below are not contributors’ real names. The first recollection, by the author of this study, occurred while researching the usefulness of religious language for children’s expression of spiritual concepts. When a colleague (‘Alice’) read the anecdote, she suddenly recalled a similar incident, and we wondered if the experience was common. The remaining anecdotes spring from that enquiry. $$ \ $$ Participants were asked to respond to the following questions: 1) Please recount, in as much detail as you recall, your earliest / strongest memory of encountering ‘God language’ (eg, The Lord’s Prayer, church liturgy, the Bible) and how you felt about it at the time. How old were you? Did you understand the words? Did that matter? 2) Looking back on that experience, why do you think you remembered it? How do you feel about it now? What effect do you think it had on your spiritual life?
DOI: 10.15468/dl.8fpzmy
title: Occurrence Download

description: A dataset containing 14475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Chinese Taipei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Otus lettia (Hodgson, 1836)"
 ]
}

 The dataset includes 14475 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037617-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.40122
title: Research data and further information supporting "Accelerating Convergence in Fock Space Quantum Monte Carlo Methods"

description: These files supplement J. Chem. Theory Comput. 2020, 16, 3, 1503–1510. For figures 1-3 and the TOC graphics, see "ueg" folder. For figures 4, 5 and the Cr2 initiator study, see "chromium_dimer" folder. For the stochastic (and some FCI calculations for expected values as well as some Hilbert space estimations), the HANDE QMC code was used, https://github.com/hande-qmc/hande (or, possibly for older versions, https://doi.org/10.5281/zenodo.1158670). See output file git hashes for version. Note that some python files were cleaned up for upload here (e.g. unused/irrelevant lines removed, etc). For code in folder det-proj, see its own licence and comments to what has been changed for upload. Various python packages were used, such as NumPy (https://numpy.org/), Matplotlib (https://matplotlib.org/), Pandas (https://pandas.pydata.org/) and SciPy (https://www.scipy.org/). The plotting scripts should work with these versions: Python 2.7.11, NumPy 1.13.0, Matplotlib 2.0.2, Pandas 0.17.1, SciPy 0.19.1.
DOI: 10.5281/zenodo.14505196
title: Eyemovment visual data of auroral substorm sequences

description: Eye movement patterns are considered empirical knowledge in this work. As a result, an auroral substorm eye movement dataset is established by collecting eye movement data from space physicists. Auroral substorm events in this dataset are comprehensive, including various types of auroral substorm sequences. We analyze these eye movement data and generate the eye movement patterns for various auroral substorms. In addition, we generate visual maps, which we learn from experts' eye movement patterns. By tracking how experts visually analyze auroral substorm images, we constructed a dataset of expert eye movements to record expert-level knowledge (experts' eye movements change) across different substorm phases.
DOI: 10.35097/hshzwagyndovbktu
title: Research Data if the Publication "Analyzing and improving conductive networks in commercial high-energy Ni-rich cathodes"

description: Nickel-rich stoichiometries such as NMC811 have gained increasing relevance for lithium-ion-batteries in recent years due to their high specific capacity and reduced use of critical resources. However, low intrinsic electronic conductivity of NMC active materials makes the use of carbon-based additives necessary. Volume fraction and distribution of the carbon-binder-domain (CBD) have a significant impact on the electrode performance. This work combines high-resolution tomography and microstructure-resolved simulations to characterize the three-dimensional transport networks of a commercial NMC811 cathode. FIB-SEM tomography reveals that low CBD volume fractions with suboptimal distribution cause a non-percolating conductive network in the microstructure and thus unfavourably low electronic conductivity. Increasing the CBD content through virtual electrode design enables percolation and enhances electronic conductivity fundamentally. Simulations on both the real and virtually designed structures demonstrate how percolating CBD networks lead to a significantly improved energy density.
description: Full research data is provided for figures 2c, 3, 5, S2, S3 and S4. Large 3D datasets are available upon request. Discharge curves (experimental and simulation) are provided with cell potential, time and areal discharge capacity.
DOI: 10.17863/cam.25332
title: Supporting Data - Niobium Tungsten Oxides for High-rate Lithium-ion Energy Storage

description: Supporting data for "Niobium Tungsten Oxides for High-rate Lithium-ion Energy Storage". Experimental details are given in the article.
DOI: 10.17863/cam.11883
title: Research data supporting: "Ultrafast carrier thermalization in lead iodide perovskite probed with two-dimensional electronic spectroscopy"

description: Research data supportingthe findings of the manuscript "Ultrafast carrier thermalization in lead iodide perovskite probed with two-dimensional electronic spectroscopy". All data is provided in form of embedded Origin graphs in a PPT file.
DOI: 10.17863/cam.42980
title: Data supporting "Enhancing Photoluminescence and Mobilities in WS2 Monolayers with Oleic Acid Ligands"

description: The data presented supports the results shown in the article. Origin file contains folders for data sets representing each figure in publication. Each folder can be accessed via the Project Explorer. Each folder is named according to the data it contains. The first folder (Fig 1a-d, Fig.3 SI) contains photoluminescence (PL) statistics of chemically treated tungsten disulphide (WS2) and WS2 monolayer absorption spectra respectively. The second folder (Fig 2.a.-f, Fig 2a-d, Fig 6 SI) contains steady-state PL excitation series, trion emission characterization, and PL spectra of oleic acid (OA) treated WS2 on different substrates respectively. The third folder (Fig. 3a-b, Fig 4a-d SI) contains time-resolved PL data for pristine, Oleic acid and TFSI treated WS2 at the lowest laser fluence with variation in fast decay component with carrier concentration (Fig 3a-b); time-resolved PL data for all treatments with variation in slow decay component with initial carrier concentration (SI Fig 4a-d). The fourth folder (Fig 4a and SI Fig 5) contains Raman spectra of OA treated WS2 and the effect of toluene on WS2 monolayer PL. The fifth folder (Fig 4b) contains transfer characteristics of a gated WS2 transistor. The sixth folder (Fig 4c) contains the transfer characteristics of a gated WS2 transistor with detail on the difference in gradient between OA treated and untreated WS2. The seventh folder (Fig 1 SI) shows the raw excitation series PL data fitted with Gaussian curves for OA treated WS2, which were used in characterizing trion emission seen in SI figure 2. The eighth folder (Fig 7 SI) contains transfer characteristics for a TFSI treated transistor
DOI: 10.4121/72a188cc-0d15-41b5-b422-9d1650f6fcf3
title: Data underlying the publication "Design of a Wasp-Inspired Biopsy Needle Capable of Self-Propulsion and Friction-Based Tissue Transport"

description: <strong>Supporting information underlying the publication "Design of a Wasp-Inspired Biopsy Needle Capable of Self-Propulsion and Friction-Based Tissue Transport":</strong><br><strong>S1 Data. Raw data set of the experiments</strong>The goal of the evaluation of the wasp-inspired biopsy needle was twofold: 1) assessing the core-transport capability (excel tabs: "Test 1A", "Results 1A", "Test 1B", "Results 1B") and 2) assessing the self-propulsion ability (excel tabs: "Test 2", "Results 2"). These objectives were addressed in two separate experiments. Experiment 1 focused on core transport while Experiment 2 focused on self-propulsion. During testing, the setup involved moving tissue phantoms towards the prototype to enable keeping the prototype stationary. This contrasts a realistic scenario where the needle would advance through tissue, but since the relative movement between the needle and the tissue phantom is the same, it was assumed that this would not influence the test results.<br><strong>S2 Video. Proof-of-principle of sequential self-propulsion and tissue-transport</strong>As a proof of principle, it was assessed whether the self-propulsion and core transport could be performed sequentially. Using the set-up of Experiment 2, the wasp-inspired biopsy needle was inserted 20 mm into a gelatin block (10 wt%), measuring 80 mm in total length. The motor was turned on, allowing the needle to self-propel over a distance of 45 mm, after which the central needle segment was removed by pulling it out to allow for core extraction over the remaining 15 mm, yielding a core of 15 mm. The near-frictionless air track was then deactivated, immobilizing the gelatin block as the gelatin core was transported from the distal tip to the opening in the outer cone of the actuator.Excel tab: "Test 3"
DOI: 10.4121/72a188cc-0d15-41b5-b422-9d1650f6fcf3.v1
title: Data underlying the publication "Design of a Wasp-Inspired Biopsy Needle Capable of Self-Propulsion and Friction-Based Tissue Transport"

description: <strong>Supporting information underlying the publication "Design of a Wasp-Inspired Biopsy Needle Capable of Self-Propulsion and Friction-Based Tissue Transport":</strong><br><strong>S1 Data. Raw data set of the experiments</strong>The goal of the evaluation of the wasp-inspired biopsy needle was twofold: 1) assessing the core-transport capability (excel tabs: "Test 1A", "Results 1A", "Test 1B", "Results 1B") and 2) assessing the self-propulsion ability (excel tabs: "Test 2", "Results 2"). These objectives were addressed in two separate experiments. Experiment 1 focused on core transport while Experiment 2 focused on self-propulsion. During testing, the setup involved moving tissue phantoms towards the prototype to enable keeping the prototype stationary. This contrasts a realistic scenario where the needle would advance through tissue, but since the relative movement between the needle and the tissue phantom is the same, it was assumed that this would not influence the test results.<br><strong>S2 Video. Proof-of-principle of sequential self-propulsion and tissue-transport</strong>As a proof of principle, it was assessed whether the self-propulsion and core transport could be performed sequentially. Using the set-up of Experiment 2, the wasp-inspired biopsy needle was inserted 20 mm into a gelatin block (10 wt%), measuring 80 mm in total length. The motor was turned on, allowing the needle to self-propel over a distance of 45 mm, after which the central needle segment was removed by pulling it out to allow for core extraction over the remaining 15 mm, yielding a core of 15 mm. The near-frictionless air track was then deactivated, immobilizing the gelatin block as the gelatin core was transported from the distal tip to the opening in the outer cone of the actuator.Excel tab: "Test 3"
DOI: 10.17863/cam.55875
title: Research data supporting 'Cytosponge-trefoil factor 3 versus usual care to identify Barrett's oesophagus in a primary care setting: a multicentre, pragmatic, randomised controlled trial'

description: This multicentre, pragmatic, randomised controlled trial was done in 109 socio-demographically diverse general practice clinics in England. Randomisation was done both at the general practice clinic level (cluster randomisation) and at the individual patient level, and the results for each type of randomisation were analysed separately before being combined. Patients were eligible if they were aged 50 years or older, had been taking acidsuppressants for symptoms of gastro-oesophageal reflux for more than 6 months, and had not undergone an endoscopy procedure within the past 5 years. General practice clinics were selected by the local clinical research network and invited to participate in the trial. For cluster randomisation, clinics were randomly assigned (1:1) by the trial statistician using a computer-generated randomisation sequence; for individual patient-level randomisation, patients were randomly assigned (1:1) by the general practice clinics using a centrally prepared computer-generated randomisation sequence. After randomisation, participants received either standard management of gastrooesophageal reflux (usual care group), in which participants only received an endoscopy if required by their general practitioner, or usual care plus an offer of the Cytosponge-TFF3 procedure, with a subsequent endoscopy if the procedure identified TFF3-positive cells (intervention group). The primary outcome was the diagnosis of Barrett’s oesophagus at 12 months after enrolment, expressed as a rate per 1000 person-years, in all participants in the intervention group (regardless of whether they had accepted the offer of the Cytosponge-TFF3 procedure) compared with all participants in the usual care group. Analyses were intention-to-treat. The trial is registered with the ISRCTN registry, ISRCTN68382401, and is completed.
DOI: 10.34740/kaggle/dsv/10225805
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.4121/90412947-edbb-452e-ace9-f757f6860ea7
title: Data underlying the publication "Design and evaluation of a ball spline wasp-inspired needle"

description: <strong>Supporting information underlying the publication "Design and evaluation of a ball spline wasp-inspired needle":</strong><br><strong>S1 Data. Raw data set of the experiments.</strong>To evaluate the performance of the Splinositor under controlled conditions, we performed two experiments in gelatin phantoms. The experiments aimed to investigate the performance behavior of the needle actuated (1) for different actuation velocities (tab: "Velocity tests") and (2) inside different gelatin phantoms, (tab: "Gelatin concentration tests" both in terms of the slip of the needle with respect to the gelatin phantom.<br>The first experiment aimed to find the most efficient technical configuration of the Splinositor inside gelatin phantoms with a concentration of 15% weight (wt) powder in water. The independent variables were the mobility of the ball spline and the actuation speed (ω) of the needle. To investigate the effect of the central ball spline, we evaluated the prototype in two conditions in which: (1) the central ball spline was fixed to constrain its translation in the <em>y</em>-direction while allowing rotation around the <em>y</em>-axis, while the gelatin sample was placed on a low-friction cart, and (2) the central ball spline was able to move like intended (i.e., mobile) and the gelatin sample remained stationary. To investigate the effect of the actuation angular velocity (ω), ω was set at π, 2π, or 3π rad/s using a metronome.<br>The second experiment aimed to investigate the effect of the stiffness of the gelatin phantom on the Splinositor performance for the configuration with a mobile ball spline and an actuation velocity of π rad/s. The independent variable was the concentration of gelatin powder in the phantoms, which was set at 5 wt%, 10 wt%, and 15 wt%.<br>Additionally, we performed force measurements using a force gauge to show the insertion force on each needle segment during insertion of the needle bundle in 5-wt% and 10-wt% gelatin samples (tab: "Needle insertion force tests") and insertion force exerted on the needle segments by the actuation system (tab: "Actuation system force tests"). Lastly, we computed the theoretical critical load for each needle segment (tab: "Theoretical critical load).
DOI: 10.4121/90412947-edbb-452e-ace9-f757f6860ea7.v1
title: Data underlying the publication "Design and evaluation of a ball spline wasp-inspired needle"

description: <strong>Supporting information underlying the publication "Design and evaluation of a ball spline wasp-inspired needle":</strong><br><strong>S1 Data. Raw data set of the experiments.</strong>To evaluate the performance of the Splinositor under controlled conditions, we performed two experiments in gelatin phantoms. The experiments aimed to investigate the performance behavior of the needle actuated (1) for different actuation velocities (tab: "Velocity tests") and (2) inside different gelatin phantoms, (tab: "Gelatin concentration tests" both in terms of the slip of the needle with respect to the gelatin phantom.<br>The first experiment aimed to find the most efficient technical configuration of the Splinositor inside gelatin phantoms with a concentration of 15% weight (wt) powder in water. The independent variables were the mobility of the ball spline and the actuation speed (ω) of the needle. To investigate the effect of the central ball spline, we evaluated the prototype in two conditions in which: (1) the central ball spline was fixed to constrain its translation in the <em>y</em>-direction while allowing rotation around the <em>y</em>-axis, while the gelatin sample was placed on a low-friction cart, and (2) the central ball spline was able to move like intended (i.e., mobile) and the gelatin sample remained stationary. To investigate the effect of the actuation angular velocity (ω), ω was set at π, 2π, or 3π rad/s using a metronome.<br>The second experiment aimed to investigate the effect of the stiffness of the gelatin phantom on the Splinositor performance for the configuration with a mobile ball spline and an actuation velocity of π rad/s. The independent variable was the concentration of gelatin powder in the phantoms, which was set at 5 wt%, 10 wt%, and 15 wt%.<br>Additionally, we performed force measurements using a force gauge to show the insertion force on each needle segment during insertion of the needle bundle in 5-wt% and 10-wt% gelatin samples (tab: "Needle insertion force tests") and insertion force exerted on the needle segments by the actuation system (tab: "Actuation system force tests"). Lastly, we computed the theoretical critical load for each needle segment (tab: "Theoretical critical load).