cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8401978
title: Credit scoring with class imbalance data: An out-of-sample and out-of-time perspective

description: The raw datasets provided here are intended for use in a Data in Brief article. These comprehensive files, sourced from the Freddie Mac website, offer quarterly snapshots of mortgage loans that have been originated in the USA since 1999, along with details of their subsequent repayment behaviours. This data remains current and is updated every three months. Specifically, the loan origination data present here encompasses amortized fixed-rate mortgage loans from 1999 up to June 2022. In contrast, the performance data is presented on a monthly basis, detailing loan repayment profiles from 1999 until September 30, 2022. Both the origination and performance datasets feature a unique loan ID, which can be utilized to integrate the data on loan originations with that of loan repayments.
DOI: 10.5281/zenodo.8401977
title: Credit scoring with class imbalance data: An out-of-sample and out-of-time perspective

description: The raw datasets provided here are intended for use in a Data in Brief article. These comprehensive files, sourced from the Freddie Mac website, offer quarterly snapshots of mortgage loans that have been originated in the USA since 1999, along with details of their subsequent repayment behaviours. This data remains current and is updated every three months. Specifically, the loan origination data present here encompasses amortized fixed-rate mortgage loans from 1999 up to June 2022. In contrast, the performance data is presented on a monthly basis, detailing loan repayment profiles from 1999 until September 30, 2022. Both the origination and performance datasets feature a unique loan ID, which can be utilized to integrate the data on loan originations with that of loan repayments.
DOI: 10.5281/zenodo.8412047
title: Dataset: Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study

description: This dataset accompanies the paper "Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study". It contains interview guides as well as anonymous interview transcripts for six interviewees who explicitly consented to the publication. Specifically: Interview transcripts are Excel files starting with "<strong>interview</strong>". The interview instruments used for the 19 interviews are named "<strong>interview_guide_professionals</strong>" followed by a version number. V1 was used for the first 3 interviews, V2 for the 9 following interviews, and V3 for the remaining 7. <strong>manager_feedback_guide.pdf</strong> is the interview guide used for discussions with the 4 managers. The preliminary results we showed them are depicted in <strong>01_challenges_themes_relations_noStrat_v2</strong>, <strong>02_strengths_themes_relations_v1</strong> and <strong>02_strengths_themes_relations_v2</strong> <strong>consent_form.pdf</strong> is a PDF version of the online form used to handle consent and intake of interviewees.
DOI: 10.5281/zenodo.8412048
title: Dataset: Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study

description: This dataset accompanies the paper "Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study". It contains interview guides as well as anonymous interview transcripts for six interviewees who explicitly consented to the publication. Specifically: Interview transcripts are Excel files starting with "<strong>interview</strong>". The interview instruments used for the 19 interviews are named "<strong>interview_guide_professionals</strong>" followed by a version number. V1 was used for the first 3 interviews, V2 for the 9 following interviews, and V3 for the remaining 7. <strong>manager_feedback_guide.pdf</strong> is the interview guide used for discussions with the 4 managers. The preliminary results we showed them are depicted in <strong>01_challenges_themes_relations_noStrat_v2</strong>, <strong>02_strengths_themes_relations_v1</strong> and <strong>02_strengths_themes_relations_v2</strong>
DOI: 10.5281/zenodo.8414120
title: Dataset: Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study

description: This dataset accompanies the paper "Challenges, Strengths, and Strategies of People with ADHD in Software Engineering: A Case Study". It contains interview guides as well as anonymous interview transcripts for six interviewees who explicitly consented to the publication. Specifically: Interview transcripts are Excel files starting with "<strong>interview</strong>". The interview instruments used for the 19 interviews are named "<strong>interview_guide_professionals</strong>" followed by a version number. V1 was used for the first 3 interviews, V2 for the 9 following interviews, and V3 for the remaining 7. <strong>manager_feedback_guide.pdf</strong> is the interview guide used for discussions with the 4 managers. The preliminary results we showed them are depicted in <strong>01_challenges_themes_relations_noStrat_v2</strong>, <strong>02_strengths_themes_relations_v1</strong> and <strong>02_strengths_themes_relations_v2</strong> <strong>consent_form.pdf</strong> is a PDF version of the online form used to handle consent and intake of interviewees.
DOI: 10.5281/zenodo.8334940
title: Multivariate GWAS of Alzheimer's disease CSF biomarker profiles implies GRIN2D in synaptic functioning: Summary statistics

description: Summary statistics for a genome-wide association study (GWAS) of Alzheimer's disease CSF biomarkers principal components (PCs). This dataset accompanies the publication "Multivariate GWAS of Alzheimer’s disease CSF biomarker profiles implies GRIN2D in synaptic functioning". The article is currently in press at Genome Medicine. A link will be provided upon publication, but see the medRxiv preprint in the meantime: Neumann, A., Ohlei, O., Küçükali, F., Bos, I. J., Vos, S., Prokopenko, D., ... & Kristel Sleegers & Lars Bertram. (2022). Multivariate GWAS of Alzheimer’s disease CSF biomarker profiles implies GRIN2D in synaptic functioning. <em>medRxiv</em>, 2022-08. https://doi.org/10.1101/2022.08.02.22278185 A GWAS was performed for five different PC biomarkers. PC1: Tau pathology/degeneration PC2: Aβ Pathology PC3: Injury/inflammation PC4: Non-AD inflammation PC5: Non-AD synaptic functioning Each GWAS was performed in either males and females ("all"), in females only ("female"), or in males only ("male"). In addition, we also ran an interaction model with sex as moderator ("interaction"). Each file includes output of the meta-analysis between the EMIF-AD study and ADNI. The files contain following columns: CHROM: Chromosome POS: Position according to Build 37 ID: Chromosome:Position A1: Effect allele A2: Other allele BETA: Effect of one copy of the effect allele on biomarker PCs in SD. In case of sex interaction, the effect specific to females. SE: Standard Error P: p-value D: Direction in ADNI and EMIF-AD respectively Het: Heterogeneity statistics (I<sup>2</sup>, and corresponding χ<sup>2</sup>, degrees of freedom and p-value)
DOI: 10.25919/pacj-9m59
title: Parkes observations for project P1194 semester 2023APRS_26

description: Among nearly 2000 unidentified gamma-ray sources detected with the Fermi Gamma Ray Space Telescope, there are potentially many pulsars. The ultra-wide frequency coverage will enable us to detect MSPs with steep spectrum and avoid difficulties caused by interstellar scintillation and dispersive and scattering smearing. We propose to revisit highly ranked pulsar candidates that remain unidentified. Such a pilot survey will help us designing future searches of the coming 4FGL gamma-ray source catalog using the UWL. We select 11 targets and request 12 hour time in total.
DOI: 10.6084/m9.figshare.24260119.v1
title: G2AN_TM11.5_G_target_contour

description: The NeuroGT (neurogenic tagging) database provides images of whole-brain sections of mice in which neurons that differentiated at a similar time have been genetically tagged. The images of brain sections are displayed in order from the anterior to the posterior end on a web-browser, and the regions containing tagged neurons can be visually confirmed. However, it has been difficult to grasp their location in three-dimensional (3D) space. As a first step toward quantitative analysis of neuronal location, we automatically detected regions of mouse brains containing tagged neurons by using image processing and integrated that information into 3D space. We confirmed that the proposed methods detected brain regions with an average precision of 88% and average recall of 99%. We achieved visualization of 3D reconstructed brain shapes and distribution of tagged neurons in the regions of the brain.
DOI: 10.6084/m9.figshare.24260119
title: G2AN_TM11.5_G_target_contour

description: The NeuroGT (neurogenic tagging) database provides images of whole-brain sections of mice in which neurons that differentiated at a similar time have been genetically tagged. The images of brain sections are displayed in order from the anterior to the posterior end on a web-browser, and the regions containing tagged neurons can be visually confirmed. However, it has been difficult to grasp their location in three-dimensional (3D) space. As a first step toward quantitative analysis of neuronal location, we automatically detected regions of mouse brains containing tagged neurons by using image processing and integrated that information into 3D space. We confirmed that the proposed methods detected brain regions with an average precision of 88% and average recall of 99%. We achieved visualization of 3D reconstructed brain shapes and distribution of tagged neurons in the regions of the brain.
DOI: 10.5281/zenodo.8414125
title: CS4 Task 2 – The growth of Gracilaria gracilis on mussel rafts in Saldanha Bay, South Africa

description: The growth of <em>Gracilaria gracilis</em> grown on mussel rafts, on ropes suspended in the ocean along side ropes stocked with mussel, in Saldanha Bay, South Africa
DOI: 10.5281/zenodo.8414126
title: CS4 Task 2 – The growth of Gracilaria gracilis on mussel rafts in Saldanha Bay, South Africa

description: The growth of <em>Gracilaria gracilis</em> grown on mussel rafts, on ropes suspended in the ocean along side ropes stocked with mussel, in Saldanha Bay, South Africa
DOI: 10.22021/bsldntz202309
title: The Linked Open British National Bibliography – Serials. 1950/2023-09 – N-Triples
DOI: 10.6084/m9.figshare.24260134
title: G2AN_TM11.5_G_rotate_filter

description: The NeuroGT (neurogenic tagging) database provides images of whole-brain sections of mice in which neurons that differentiated at a similar time have been genetically tagged. The images of brain sections are displayed in order from the anterior to the posterior end on a web-browser, and the regions containing tagged neurons can be visually confirmed. However, it has been difficult to grasp their location in three-dimensional (3D) space. As a first step toward quantitative analysis of neuronal location, we automatically detected regions of mouse brains containing tagged neurons by using image processing and integrated that information into 3D space. We confirmed that the proposed methods detected brain regions with an average precision of 88% and average recall of 99%. We achieved visualization of 3D reconstructed brain shapes and distribution of tagged neurons in the regions of the brain.
DOI: 10.6084/m9.figshare.24260134.v1
title: G2AN_TM11.5_G_rotate_filter

description: The NeuroGT (neurogenic tagging) database provides images of whole-brain sections of mice in which neurons that differentiated at a similar time have been genetically tagged. The images of brain sections are displayed in order from the anterior to the posterior end on a web-browser, and the regions containing tagged neurons can be visually confirmed. However, it has been difficult to grasp their location in three-dimensional (3D) space. As a first step toward quantitative analysis of neuronal location, we automatically detected regions of mouse brains containing tagged neurons by using image processing and integrated that information into 3D space. We confirmed that the proposed methods detected brain regions with an average precision of 88% and average recall of 99%. We achieved visualization of 3D reconstructed brain shapes and distribution of tagged neurons in the regions of the brain.
DOI: 10.22021/bsldrdfz202309
title: The Linked Open British National Bibliography – Serials. 1950/2023-09 – RDF/XML
DOI: 10.22021/bcldntz202309
title: The Linked Open British National Bibliography – Forthcoming Books. 2023-09 – N-Triples
DOI: 10.22021/bcldrdfz202309
title: The Linked Open British National Bibliography – Forthcoming Books. 2023-09 – RDF/XML
DOI: 10.34740/kaggle/dsv/6622440
title: 2021 World Population (updated daily)
DOI: 10.34740/kaggle/dsv/6622439
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.8356427
title: Data supporting publication: Metallic and All-Dielectric Metasurfaces Sustaining Displacement-Mediated Bound States in the Continuum

description: This repository includes the data corresponding to the figures shown in the journal article entitled "Metallic and All-Dielectric Metasurfaces Sustaining Displacement-Mediated Bound States in the Continuum", published in Advanced Optical Materials.
description: This project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under grant numbers EXC 2089/1–390776260 (Germany's Excellence Strategy) and TI 1063/1 (Emmy Noether Program), the Bavarian program Solar Energies Go Hybrid (SolTech), and the Center for NanoScience (CeNS) funded by the European Union (ERC, METANEXT, 101078018 and NEHO, 101046329). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them. S.A.M. additionally acknowledges the Lee-Lucas Chair in Physics and the EPSRC (EP/W017075/1). Open access funding enabled and organized by Projekt DEAL.
DOI: 10.5281/zenodo.8356426
title: Data supporting publication: Metallic and All-Dielectric Metasurfaces Sustaining Displacement-Mediated Bound States in the Continuum

description: This repository includes the data corresponding to the figures shown in the journal article entitled "Metallic and All-Dielectric Metasurfaces Sustaining Displacement-Mediated Bound States in the Continuum", published in Advanced Optical Materials.
description: This project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under grant numbers EXC 2089/1–390776260 (Germany's Excellence Strategy) and TI 1063/1 (Emmy Noether Program), the Bavarian program Solar Energies Go Hybrid (SolTech), and the Center for NanoScience (CeNS) funded by the European Union (ERC, METANEXT, 101078018 and NEHO, 101046329). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them. S.A.M. additionally acknowledges the Lee-Lucas Chair in Physics and the EPSRC (EP/W017075/1). Open access funding enabled and organized by Projekt DEAL.
DOI: 10.5281/zenodo.8414264
title: Data on Sustainability and Circular Economy Practices Adopted in Valpolicella Wineries (Veneto, Italy)

description: The data concerning sustainability and circular economy practices adopted by Valpolicella wineries were extracted from their individual websites and social media profiles.
DOI: 10.5281/zenodo.8414263
title: Data on Sustainability and Circular Economy Practices Adopted in Valpolicella Wineries (Veneto, Italy)

description: The data concerning sustainability and circular economy practices adopted by Valpolicella wineries were extracted from their individual websites and social media profiles.
DOI: 10.5281/zenodo.8414226
title: Pelletizing of agricultural lime obtained from shellfish (mussel) shells

description: The dataset documents the results from the process of preparing agricultural lime (primarily calcium carbonate) pellets for application in the agricultural industry, and to determine the best processing methods for i) size reduction of the lime and ii) the appropriate preparation methods of the lime pellets using agglomeration. The data set is from a thesis on the re-utilization of by-products that originate in aquaculture in other agricultural sectors.
DOI: 10.5281/zenodo.8414227
title: Pelletizing of agricultural lime obtained from shellfish (mussel) shells

description: The dataset documents the results from the process of preparing agricultural lime (primarily calcium carbonate) pellets for application in the agricultural industry, and to determine the best processing methods for i) size reduction of the lime and ii) the appropriate preparation methods of the lime pellets using agglomeration. The data set is from a thesis on the re-utilization of by-products that originate in aquaculture in other agricultural sectors.
DOI: 10.17026/dans-2ca-hxmd
title: Roman Imperial Portraits Dataset (RIPD)

description: The dataset presented here includes sculptural portraits of Roman emperors (mostly carved from marble or casted in bronze) that were collected for the purposes of analyzing the representation of Roman emperors in freestanding sculpture as part of the NWO funded research project "Constraints and Tradition: Roman Power in Changing Societies" (2017-2021). The dataset consists of processed data. Entries in the dataset were collected using museum catalogues and archaeological/art-historical reports. The dataset includes portrait heads (when applicable: together with their accompanying body and base) and provides detailed information on their provenance, formal features, iconography, context.
DOI: 10.5281/zenodo.8413820
title: Data of "Towards a More Reliable Forecast of Ice Supersaturation: Concept of a One-Moment Ice Cloud Scheme that Avoids Saturation Adjustment"

description: These are the data used for generating the figures in the ACP article "Towards a More Reliable Forecast of Ice Supersaturation: Concept of a One-Moment Ice Cloud Scheme that Avoids Saturation Adjustment" by Sperber and Gierens. The data sets labeled "Box" have been generated by the stochastic box model, "adj" refers to the parameterisation using saturation adjustment and data labeled "par" originate from the newly developed parameterisation. The label "const" followed by a number refers to simulations with a constant updraught of the speed specified by the number in cm/s. The label "cos" refers to the simulations in which the updraught velocity follows a cosine function in time. "a10" labels simulations with less initial clear sky humidity fluctuations of plus/minus 10% instead of plus/minus 25%. "al0028" labels simulations with a higher deposition rate of 0.0028 1/s instead of 0.0003 1/s. "step10" labels simulations with a longer time step of 10 minutes instead of 1 minute. "Box_const2_rh1.txt" contains data from a simulation similar to "Box_const2.txt" but with an initial mean relative humidity of 100% instead of 110%. "Box_het.txt" contains data from a simulation including heterogeneous nucleation. "Box_slow_nuc.txt" contains data from a simulation where the deposition rate increases over time from zero after nucleation in every air parcel. "Box_upvar.txt" contains data from a simulation, where the updraught velocity in every air parcel varies randomly between 1 cm/s and 3 cm/s and the deposition rate inside the air parcel depends on the updraught velocity at the time of nucleation. The columns in the "Box" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity across all air parcels 4. Mean specific humidity across all air parcels 5. Mean specific ice content across all air parcels 6. Mean relative humidity across all cloudy air parcels 7. Mean relative humidity across all clear air parcels 8. Mean equilibrium supersaturation 9. Mean threshold relative humidity for homogeneous nucleation 10. Mean deposition rate across all cloudy air parcels 11. Mean updraught velocity The columns in the "adj" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity 4. Mean specific humidity 5. Mean specific ice content 6. In-cloud Humidity 7. Clear sky humidity The columns in the "par" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity 4. Mean specific humidity 5. Mean specific ice content 6. In-cloud Humidity 7. Clear sky humidity 8. Obsolete 9. Equilibrium supersaturation
DOI: 10.5281/zenodo.8413819
title: Data of "Towards a More Reliable Forecast of Ice Supersaturation: Concept of a One-Moment Ice Cloud Scheme that Avoids Saturation Adjustment"

description: These are the data used for generating the figures in the ACP article "Towards a More Reliable Forecast of Ice Supersaturation: Concept of a One-Moment Ice Cloud Scheme that Avoids Saturation Adjustment" by Sperber and Gierens. The data sets labeled "Box" have been generated by the stochastic box model, "adj" refers to the parameterisation using saturation adjustment and data labeled "par" originate from the newly developed parameterisation. The label "const" followed by a number refers to simulations with a constant updraught of the speed specified by the number in cm/s. The label "cos" refers to the simulations in which the updraught velocity follows a cosine function in time. "a10" labels simulations with less initial clear sky humidity fluctuations of plus/minus 10% instead of plus/minus 25%. "al0028" labels simulations with a higher deposition rate of 0.0028 1/s instead of 0.0003 1/s. "step10" labels simulations with a longer time step of 10 minutes instead of 1 minute. "Box_const2_rh1.txt" contains data from a simulation similar to "Box_const2.txt" but with an initial mean relative humidity of 100% instead of 110%. "Box_het.txt" contains data from a simulation including heterogeneous nucleation. "Box_slow_nuc.txt" contains data from a simulation where the deposition rate increases over time from zero after nucleation in every air parcel. "Box_upvar.txt" contains data from a simulation, where the updraught velocity in every air parcel varies randomly between 1 cm/s and 3 cm/s and the deposition rate inside the air parcel depends on the updraught velocity at the time of nucleation. The columns in the "Box" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity across all air parcels 4. Mean specific humidity across all air parcels 5. Mean specific ice content across all air parcels 6. Mean relative humidity across all cloudy air parcels 7. Mean relative humidity across all clear air parcels 8. Mean equilibrium supersaturation 9. Mean threshold relative humidity for homogeneous nucleation 10. Mean deposition rate across all cloudy air parcels 11. Mean updraught velocity The columns in the "adj" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity 4. Mean specific humidity 5. Mean specific ice content 6. In-cloud Humidity 7. Clear sky humidity The columns in the "par" files represent from left to right: 1. Time since the simulation start in s 2. Cloud fraction 3. Mean relative humidity 4. Mean specific humidity 5. Mean specific ice content 6. In-cloud Humidity 7. Clear sky humidity 8. Obsolete 9. Equilibrium supersaturation