cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kdmdc8pkjt
title: Data from autologous untreated and irradiated tumors

description: These are the pre-processed data for Hudson, Olson, and Sudmeier, Cell Reports Medicine 2023.
DOI: 10.17632/x2bpr9kcb7
title: Treatment of Immune Checkpoint Inhibitor-Mediated Psoriasis: A Systematic Review [SUPPLEMENT]

description: This Mendeley Supplement accompanies the research letter "Treatment of Immune Checkpoint Inhibitor-Mediated Psoriasis: A Systematic Review," an article published in the Journal of the American Academy of Dermatology.
DOI: 10.6084/m9.figshare.21953210.v1
title: GrowGreen - West Gorton - Manchester - Biodiversity Results

description: Biodiversity results for the West Gorton Community Park, Manchester. Results captured as part of the H2020 GrowGreen Project. Grant Agreement number: 730283.
DOI: 10.17632/kj79vpcsc5
title: Virtual Reality Immersion Dataset

description: The present dataset consists of 401 samples obtained from a scientific user study regarding the relationship between the hardware and software characteristics of the Virtual Reality system and the level of immersion perceived by the user. 

This dataset consists of a CSV file containing 23 columns related to the independent variables of the VR system, and one last column corresponding to the immersion level related to those variables values.

The independent variables are:

Trial Variables:
– Duration Time: from 120 to 1200 seconds (2 to 20 minutes).

Visual Configuration:
– Screen Resolution (Width and Height): from 0.1 to 1.0 multiplied by the device max resolution (2160x1200 for the Oculus Rift CV1).
– Field-of-View (FOV): from 0.3 (30%) to 1 (100%) of the device max FOV.
– Frame Rate (FPS): from 8 to 60 FPS.
– Stereopsis: Enabled (1) or Disabled (0).
– Antialiasing (MSAA): Enabled (1) or Disabled (0).
– Textures: Enabled (1) or Disabled (0).
– Illumination: Ambient Light with No Shading (0), or Point Lights with Realistic Shading (1).
– Saturation: from -1.0 (no saturation at all) to 1.0 (extremely saturated image).
– Brightness: from -0.8 to 0.8. Higher or lower values create completely dark or white scenes.
– Contrast: from -0.8 to 0.8.
– Sharpness: from 0.0 to 1.0.
– Shadows: Shadow Strength from 0.0 to 1.0.
– Reflections: (Specular Coefficient of Materials) Enabled (1) or Disabled (0).
– 3D Models Detail: Low-Poly Models (0) or High-Poly Models (1).
– Depth-of-Field: Enabled (1) or Disabled (0).
– Particles: Enabled (1) or Disabled (0).

Audio Configuration:
– Sound System: No Sound (0), Speakers (1), or Headphones (2).
– Ambient Sound: Enabled (1) or Disabled (0).
– Reverberation: Enabled (1) or Disabled (0).
– 3D Spatial Sound: Enabled (1) or Disabled (0).

Locomotion Configuration:
– Locomotion Mode:  Teleportation (1), Joystick Movement (2), or Walking-in-Place (3) (WIP).

The dependent variable is:
– Total Immersion: from 0 (no immerion) to 100 (complete immersion).
DOI: 10.6084/m9.figshare.13833281.v1
title: IPUMS CPS download

description: Citatation:<br>Sarah Flood, Miriam King, Renae Rodgers, Steven Ruggles and J. Robert Warren. Integrated Public Use Microdata Series, Current Population Survey: Version 8.0 [dataset]. Minneapolis, MN: IPUMS, 2020. https://doi.org/10.18128/D030.V8.0<br><br>Data may be found at: <br>https://cps.ipums.org/cps/citation.shtml<br>
DOI: 10.17632/66kryffxjh
title: Purse-string suture: a fast and effective option for closing the donor area of a clavicular full-thickness skin graft

description: The clavicular area is a well-established site for harvesting 39 full-thickness skin grafts (FTSG). However, because grafts are often round shaped, standing cutaneous cones need to be removed to allow primary closure of the donor area. This increases surgery duration (additional hemostasis and suturing), leads to longer linear scars (approximately three times the original defect diameter) and may increase the risk of postoperative complications such as dehiscence in patients taking anticoagulants.
DOI: 10.17632/fvy6cz8bgj
title: Data supporting development and validation of liquid chromatography tandem mass spectrometry method for the quantitative determination of bile acids in feces

description: The data presented here support the optimization of feces sample extraction for sensitive quantification of bile acids in human feces using LC-MS/MS. The dataset includes: Comparison between recovery of bile acids from (a) dried feces, (b) dried feces spiked with deuterated internal standards prior to drying, and (c) wet feces Short-term stability data for bile acids standard solutions and fecal extracts containing bile acids after 24 h storage at room temperature and at 6°C Data for multiple freeze-thaw cycles on bile acids recovery in both standard solutions and fecal samples Bile acids recovery from cold and warm extractions data
DOI: 10.17632/gn6mmhgg4g
title: Hydrological data

description: Hydrological data
DOI: 10.6084/m9.figshare.1177972.v1
title: Alignments used for the phylogeny in Chapter 6

description: Alignments for 18S, 28S, and COI are nucleotides. Nuclear genes 686 and 1054 are translated amino acid alignments.
DOI: 10.17632/8nccpc8jtk
title: Global citizenship

description: This dataset was used in the bibliometric analysis of global citizenship research in the field of education. There are 545 studies in the dataset. The studies were analyzed through the Biblioshiny interface accessed through the R Studio program.
DOI: 10.17632/gswbd7tf3g
title: Fast-QSGS: A GPU accelerated program for structure generation of granular disordered media

description: We present Fast-QSGS, a GPU-accelerated program for granular disordered media generation. Based on vectorization, Fast-QSGS is accelerated by modern GPU thanks to the NumPy-compatible API provided by CuPy. We also introduce a variable growth probability function and seed spacing control to improve the speed and accuracy of the original QSGS method. Computational performance benchmarks are conducted on both consumer-grade and professional-grade GPUs. Generation of disordered media of size 4003 can be completed in 30 s on A100 and 110 s on RTX4060, achieving a speedup of over 400 compared with the serial version. Physical benchmarks on the reconstruction of Fontainebleau sandstone and hydrated cement are conducted. Our results demonstrate that the permeability of the reconstructed Fontainebleau sandstone falls within the range of experimental values. Additionally, the average relative error of the volume fraction of the unhydrated cement and capillary porosity of hydrated cement is 1.9 % and 3.4 % compared with Powers’ law, respectively.
DOI: 10.17632/h47tcy4gd5
title: Data for: Transforming corn stover to useful transport fuel blends in resource-limited settings

description: Raw data on fuel properties, distillation characteristics and calculated cetane indexes of corn stover bio-oil/diesel blends
DOI: 10.17632/zxvcwspnn4
title: Panel Data on Local Revenues of District Assemblies in Ghana

description: This is a panel data on expenditures and local revenue mobilization of district assemblies in Ghana. Variables include, own revenues, central government transfers (f), population (p), population density (d), capital expenditures, and 12 variables representing sectoral employment for people 15 years and older at the district level in 2010. Sectors covered include manufacturing; financial and insurance; construction; wholesale and retail; transport; accommodation; professional, technical and scientific; administration and support services; public administration and defence; education; human health and social work services; arts and entertainment services, and other services. Other services, refers to all other service employments not included amongst the main sectors listed above. Data on own revenues, central government transfers (f), and capital expenditures for all 216 districts was obtained from the Ministry of Local Government and Rural Development (MLGRD), while data on population size, population density, and economic activities in the assemblies came from the Ghana Statistical Service Department. Assembly performance rankings were compiled jointly by UNICEF, CDD, and the Social Policy Studies of the University of Ghana. Central government transfers to district assemblies is financed through a constitutional provision which sets aside a minimum of 5 percent of the total central government revenues to be distributed to district assemblies (Ghana, 1992). Four key factors are considered in the distribution of the central government funds to district assemblies; equality, responsiveness, service pressure, and needs. Each year, an approved percentage of the amount to be distributed to the assemblies is distributed equally across all district assemblies following the equality criterion. The percentage of funds shared equally across assemblies normally runs from 30 percent to 60 percent. The rest of the fund is allocated proportionally based on, responsiveness, service pressure, and needs. Responsiveness rewards assemblies that experienced some growth in own revenues in the previous year(s) - assemblies that record decreases or no change in their own revenues positions receive no reward in this area. Population density is used by the district assembly common fund management as proxy for service pressure, while district needs level is determined by adequacy in Water delivery, Health, Education, and Roads infrastructure in a district. District water coverage (in percentages) is used to proxy district neediness. Assemblies generally have a free hand in determining use of own revenues. However, use of central government transfers is normally restricted to capital projects.***** The key sources of own revenues for the districts are daily tolls imposed on commercial vehicles, poll taxes imposed on traders, rent from district assembly properties (mainly market stalls), business licenses and permits, royalties on natural resources, and property taxes.
DOI: 10.17632/gw3rcd3769
title: Food Webs Prelim Arthropod Data

description: Morphospecies and environmental data for macroarthropod and microarthropod collections from leaf litter in the Liko Na Pilina experiment. In February 2019, we collected single leaf litter samples under canopies of 19 studied plant species to examine macroarthropod populations. This collection was the first of eight collections to be conducted on a quarterly basis and rotated across the four blocks twice. Collections per species were standardized by volume (i.e., one approximately 27 cm x 27 cm bag per species) and distributed spatially as evenly as possible across individuals planted per species in the four plots per block; small collections were made from beneath several individuals per species. We identified 74 macroarthropod morphospecies, ranging between 17 and 35 per plant species. We also performed microarthropod collections as part of a June-July 2017 pilot study focusing on oribatid mites. Litter was collected from 11 tree species. We used four 25-cm2 quadrats placed on the ground at the underneath the plant canopies and found 13 morphospecies of mites. We investigated relationships among the arthropod community (both micro- and macro-arthropods) and the plant functional traits using Redundancy Analyses (RDA) in R (R Development Core, 2018). RDA ordinates invertebrate species using axes that are constrained to be linear combinations of the plant functional traits, in such a way that the relationship between the invertebrate species and the plant functional traits can be clearly seen. We started with the 15 functional traits data that were used to design the experimental treatments (Ostertag et al., 2015) and then ran Variance Inflation Factor (VIF) analyses to look for collinearity. We eliminated all variables with a VIF&gt;10. Functional trait variables included in the RDA were foliar C and P concentrations, foliar δ13C (a measure of integrated water-use efficiency), maximum plant height, seed mass, altitudinal range (a measure of habitat breadth), and shade ratio (a measure of the canopy architecture). While the taxonomic details of the arthropod data sets are still being worked out, RDA shows that the macroarthropod (Figure 5a) and microarthropod (Figure 5b) communities depend on the functional traits of the plant species and thus that primary consumers' functional traits affect the arthropod community. For macroarthropods, C concentration was the only significant variable (P = 0.002), which was tested by the distribution-free Monte Carlo test (999 permutations), in which the distribution of the test statistics under the null hypothesis is generated by random permutations of cases. For microarthropods, only height was significant (P = 0.026) and shade ratio was marginally not significant but potentially important (P = 0.098).
DOI: 10.17632/n7jmsbh9w6
title: Potassium fertilization effects on cereal yield and soil organic carbon

description: This is a dataset for a global meta-analysis on the effects of potassium fertilizer on cereal yield and soil organic carbon.
DOI: 10.17632/pcrrvy6tjm
title: Data for: At What Cost? How Planned Collisions With Pedestrians May Save Lives

description: East and North data for emergency maneuvers performed with the experimental vehicle P1. Variables are labeled E and N with a corresponding run number.
DOI: 10.17632/t37j65bd6m
title: Prey can detect predators via electroreception in air - data

description: This dataset corresponds to the publication "Prey can detect predators via electroreception in air" by England & Robert, published in PNAS in 2024. It contains data on the net electrostatic charges of common wasps (Vespula vulgaris) and three species of caterpillar (Aglais io, Tyria jacobaeae, & Telochurus recens). It also contains behavioural data for each of these caterpillar species, showing that they respond defensively to the electric field of their predators. Lastly, it contains laser Doppler vibrometry data for Tyria jacobaeae, & Telochurus recens, showing that the setae respond mechanically to electric fields at the frequency of their predators' wingbeats, and that they have an electromechanical resonance around this frequency. The data for each experiment are held in separate .csv files, that can be accessed using R, Microsoft Excel, or any other software capable of interpreting comma-separated value text files.
DOI: 10.6084/m9.figshare.24144162.v1
title: Additional file 2 of Changes in oligodendroglial subpopulations in Parkinson’s disease

description: Additional file 2: Table S2. Adjusted p-values and associated gene lists of enriched GO terms in Fig. 1 E, K, L, M, and N.
DOI: 10.17632/2kn5npnxj7
title: pCI: A parallel configuration interaction software package for high-precision atomic structure calculations

description: We introduce the pCI software package for high-precision atomic structure calculations. The standard method of calculation is based on the configuration interaction (CI) method to describe valence correlations, but can be extended to attain better accuracy by including core correlations via many-body perturbation theory (CI+MBPT) or the all-order (CI+all-order) method. The software package enables calculations of atomic properties, including energy levels, g-factors, hyperfine structure constants, multipole transition matrix elements, polarizabilities, and isotope shifts. It also features modern high-performance computing paradigms, including dynamic memory allocations and large-scale parallelization via the message-passing interface, to optimize and accelerate computations. To improve accuracy of the calculations, we include a supplementary program package to calculate QED corrections via a variant of QEDMOD, as well as a package to include core correlations.
DOI: 10.17632/hgyyx5dgfw
title: Analysis of the Influence of Trust and Service Quality on Customer Satisfaction in Using AI Chatbot as Customer Service Veronika

description: Research Hypothesis:

The hypothesis is that service quality and trust significantly influence customer satisfaction with Telkomsel’s Veronika chatbot. Key dimensions include reliability, responsiveness, and empathy in service quality, and trust based on the chatbot's ability, benevolence, and integrity.

Data and Data Collection:

Data for this study were collected from Generation Z users who have experience using Telkomsel’s Veronika chatbot. A structured questionnaire was administered to 240 respondents, 52.9% of whom were female and 47.1% male, with ages ranging from 18 to 22 years. The data collection occurred between May and June 2024, and the questionnaire was distributed via social media platforms such as Instagram, Line, and WhatsApp. Non-probability sampling methods, specifically purposive and quota sampling, were used to ensure that only those familiar with the chatbot were surveyed.

The questionnaire comprised 31 questions designed to assess three key variables: service quality, trust, and customer satisfaction. A five-point Likert scale, ranging from "Strongly Disagree" to "Strongly Agree," was employed for all questions. Service quality was evaluated using the SERVQUAL model, while trust was measured through dimensions of ability, benevolence, and integrity. Customer satisfaction was assessed using items adapted from the Customer Satisfaction Index (CSI).

Key Findings:

1.Service Quality:
 A significant positive impact on customer satisfaction was found (β = 0.496, p &lt; 0.001), with reliability and responsiveness being key factors. The highest loading (0.837) was on Veronika’s ability to provide alternative solutions.

2.Trust:
 Trust was also a significant predictor (β = 0.337, p &lt; 0.001), with confidentiality being the most important trust factor (outer loading = 0.835).

3.Customer Satisfaction:
 Satisfaction was strongly influenced by both service quality and trust, with outer loadings from 0.908 to 0.918, particularly in terms of the chatbot's clarity and communication effectiveness.

Data Interpretation:

Both service quality and trust are essential to customer satisfaction, with service quality being a stronger predictor. Users value reliability and responsiveness more than trust, though both are necessary for high satisfaction. The reliability of the questionnaire was confirmed with high Cronbach’s alpha values, such as 0.938 for service quality.

Conclusion and Implications:

Improving service quality, especially reliability and responsiveness, will enhance user satisfaction. Strengthening trust, particularly in data security, is also crucial. Future research should explore broader demographics and long-term effects, while qualitative studies could offer more insights into user experiences.
DOI: 10.17632/vwg3ffgdtk
title: Montelukast effect on mouse metabolomics

description: Metabolomics data from various organs from mice treated with montelukast.
Organs/tissues were collected for metabolic extraction and mass spectrometry-based metabolomics using two chromatography modes (RP and HILIC) with two MS modes (ESI positive and ESI negative) on a Bruker Impact II QqTOF. Raw data were converted to mzXML with ProteoWizard. For more info, please refer to the associated paper or contact the authors.
DOI: 10.17632/z7c47hw65p
title: Sediment resuspension data in Lake Erie

description: In situ turbidity data collected by Multi-parameter water quality sondes XR-620, XR-420 in Lake Erie, station 341; In situ total suspended solid concentration collected by pumped water samples in Lake Erie, multiple stations; ELCOM-CAEDYM model output temperature and total suspended solid concentration in Lake Erie. All the data is from Jul- Oct 2008.
DOI: 10.25387/g3.28804310.v1
title: Supplemental Material for Pook, Tost, and Simianer, 2025

description: Figure S1 provides a schematic overview of the rapid cycle breeding scheme with blue boxes indicating cohorts of lines with numbers indicating the number of lines included in a particular cohort. This visualization was generated via the MoBPS interactive environment from Pook et al. (2020),
Figure S2 with additional phenotyping of F2 lines, Figure S3 with additional phenotyping of DH lines and
Figure S4 with newly introduced additional genetic material.
Figure S5 provides information on the accuracy of the breeding value estimation for the F2 lines in the different breeding cycles for each of the three traits in the baseline scenario. 
Figure S6 provides an overview of prediction accuracies per trait and breeding cycle for the different scenarios.
Figure S7 provides a comparison of the remaining genetic diversity for the different base scenarios depending on the amount of genetic material from outside of the breeding program introduced in each cycle.
Figure S8 provides a comparison of the remaining genetic diversity for the base scenarios depending on the angle used in AlphaMate (Gorjanc and Hickey, 2018) in each cycle.
Table S1 provides information on the share of heterozygous variants for all scenarios and cycles. 
Table S2 provides information on the share of fixed markers for all scenarios and breeding cycles.
DOI: 10.6084/m9.figshare.21972521.v1
title: Data and code for "Historical impacts of grazing on carbon stocks and climate mitigation opportunities"

description: Data and code for the paper "Historical impacts of grazing on carbon stocks and climate mitigation opportunities"
DOI: 10.17632/mjxsb4pyx5
title: Cyberbullying, Self-Compassion, and Job Satisfaction of Faculty

description: Data set of higher education faculty data in relation to their cyberbullying, self-compassion, and job satisfaction.
DOI: 10.15468/dl.dh8yz3
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Panicum anceps Michx.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 110 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012991-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4jchv5c3bw
title: Data for: Tracking dike propagation leading to the 2018 K{\=\i}lauea eruption

description: Catalog of detected events: Columns are #1, Time in days since 2018/04/29; #2, x location (in m); #3, y location (in m). Locations are defined relative to the reference point of coordinates (Latitude = 19.3864; Longitude = -155.1050).
DOI: 10.17632/64p2jjn62c
title: Data for: It Grows on You: Perceptions of Sales/Service Personnel with Facial Hair

description: This material gives greater detail about the stimuli used in the studies and some of the output not covered in the manuscript itself.