cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sz8rp3d2f9
title: Personality Differences and Investment Decision-Making

description: Three datasets used in "Personality Differences and Investment Decision-Making": a survey by American Association of Individual Investors, the HILDA survey, and the GSOEP survey.
DOI: 10.6084/m9.figshare.20416374.v1
title: Social Economic Determinants of Bitcoin Price

description: This dataset contains Bitcoin price and social economic factors that influence Bitcoin price.
DOI: 10.17632/3yrh3pkght
title: Dataset: Prompt Variations and Images for Generative AI Models

description: This Dataset contains a collection of prompts, corresponding problem statements, and the images generated from these prompts using generative AI models. It is designed to showcase the diversity in AI-generated outputs based on varied prompt structures, providing valuable insights into prompt engineering and the impact of different prompt variations on image generation. This dataset is ideal for researchers and developers interested in exploring prompt-to-output relationships and enhancing the capabilities of generative AI models.
DOI: 10.17632/wjfw5fcj97
title: King and Welford 2022a and 2022b data, GPlates files, model videos, and code

description: This repository contains the data (crustal thickness estimates), GPlates files, and pyGPlates code that were used to create models A1, A2, A3, A4, and B2 in King and Welford 2022a and 2022b.
DOI: 10.6084/m9.figshare.3407548.v3
title: Integration of the IRUS-UK Statistics in the CORE Repositories Dashboard

description: Institutional Repository Usage Statistics UK (IRUS-UK) is a Jisc-funded project that serves as a national repository usage statistics aggregation service, which aims to provide article download statistics from UK repositories. At CORE, a full-text aggregation service, we wanted to present the information regarding the manuscripts’ downloads to repository managers and therefore, we have integrated into the CORE Repositories Dashboard, a content management tool designed for repository managers, the IRUS-CORE statistics. Currently, there are 93 repositories participating in IRUS-UK project that are also harvested in CORE.
DOI: 10.17632/3pwckn63m9
title: Data and code for Joint Species Distribution Models unveil co-occurrences between freshwater mussels and their fish hosts

description: Aim: Techniques used for modelling species distributions often disregard the effect of biotic interactions, which can be a determinant factor, particularly for obligatory relationships such as the one between freshwater mussels (FM) and their fish hosts. FM are among the most threatened taxa in the world, partially due to the dependence on fish hosts, also highly threatened, to complete their life cycle. In this study, Joint Species Distribution Models (JSDMs) were applied to FM and fish hosts assemblages to uncover the drivers and patterns of their co-occurrences.

Location: Douro River Basin (Iberian Peninsula)

Taxon: Freshwater mussels and fish hosts

Methods: JSDMs were fitted to presence-absence records for FM and fish species assemblages and resulting matrices of pairwise species co-occurrences were used to identify co-occurrence patterns. A variance partitioning analysis among environmental variables and random effects was conducted to determine the drivers of species’ distributions and co-occurrences.

Results: Co-occurrences between FMs and the more important fish hosts were consistently captured by JSDMs. These co-occurrences were determined by the species’ shared response to the environmental characteristics, but also by biotic interactions. Overall, the environmental component determining the distribution of FM and their co-occurrence with fish hosts included variables related to climate (annual maximum temperature and annual average precipitation), topography (elevation and river order), and land use (cropland extent). The contribution of biotic interactions was particularly important for host-specialist mussel species.

Main conclusions: The findings of this study validate the use of JSDMs for identifying the primary and more important fish hosts for each FM species, as well as for understanding what factors drive their distributions. This can have substantial practical implications, as FM’ conservation often demands in situ and ex-situ measures, such as captive breeding, habitat restoration, and translocations, among others, that also need to consider adequate conditions for fish hosts. Furthermore, by finding similarities and differences between the ecological requirements of co-occurring species, conservation measures can be oriented towards communities instead of single species, bringing a more holistic perspective to the protection of biodiversity.
DOI: 10.17632/kyg8whhfkk
title: "I just hated it and I want my money back": Data-driven Understanding of Mobile VPN Service Switching Preferences in The Wild

description: This repository contains model weights of best-performing models for inference from models used in our Usenix Security 2024 paper on Data-driven Understanding of Mobile VPN Service Switching Preferences in The Wild. 
The paper can be found here: https://www.usenix.org/system/files/sec24summer-prepub-1614-raj.pdf
The inference code and data can be found here: https://github.com/Mainack/switch-vpn-datacode-sec24
DOI: 10.17632/422bkw8twf
title: The Social Dimensions of Whale Watching in Las Perlas Archipelago, Panama

description: This is the accompanying data for research paper: The Social Dimensions of Whale Watching in Las Perlas Archipelago, Panama. Includes the answers from 127 tourists who took a whale watching trip in the Las Perlas Archipelago, Panama, between August and October 2022.
DOI: 10.17632/brwptm8wjb
title: In-Vehicle alcohol detection

description: The goal of this experiment is to detect the presense of alcohol inside  of a  vehicle, for this  6 MQ3 sensors were placed inside the vehicle. 
The raw data for four different  experiments (two without alcohol and two with a sample of 90° ethanol alcohol).
DOI: 10.17632/kgm7ztdzf9
title: Rowe et al., How background complexity impairs target detection

description: Camouflage is frequently used by animals for concealment and thereby improves survival. Typically, it is the animal’s own colour and patterning which is expected to affect its detectability; however the complexity of the background can also have an influence. Although there is a growing literature examining this, the underlying exact mechanism is unknown. In this paper we address this issue by using humans as proxy ‘predators’ in a computer-based search task and monitoring their detection times for targets on varying backgrounds. By using artificial greyscale targets and backgrounds, we were able to isolate and manipulate the normally covarying factors which comprise ‘complexity’ in natural habitats. We show that reduced detection is not explained by greater information content (entropy) or higher variance in the background’s features per se, but instead by reduced signal-to-noise ratio in the visual features that potentially distinguish target from background. This raises questions about when the term complexity should be used, and how observers learn the characteristics of a background.
DOI: 10.17632/mwjwz5x6dp
title: Supplementary file for Sustainable ent

description: The data is used in the study titled: Decoding Sustainable Entrepreneurship: An Application of Machine Learning-based Structured Topic Modeling on Intellectual Corpus.
DOI: 10.17632/2v8wsyyjv4
title: Biological Control of Chilli Thrips on Roses with Banker Plants

description: Ornamental pepper banker plants infested with either the predatory mite Amblyseius swirskii or Amblydromalus limonicus were examined to determine if the use of banker plants could reducing populations of chilli thrips on double knock-out roses under greenhouse conditions. The use of banker plants for chili thrips management was compared with the direct application of mites to roses and predator-free controls. After two six-week studies, both mite species reduced populations of chilli thrips on roses to nearly undetectable levels (< 1 thrips/leaf) compared to predator-free controls. There was no difference in the mean number of thrips on rose leaves between the two mite species treatments using the banker plants. Direct application of A. swirskii resulted in poor control of chilli thrips on roses. This was not observed in the A. limonicus direct application treatment.
DOI: 10.17632/cnbzy7kjsv
title: The evolution of amino acids under asteroidal aqueous alteration

description: The data for amino acids analysis under aqueous alteration conditions.
DOI: 10.17632/jpvxk87wp5
title: Raw GC-HRTOF-MS data and spectra of sorghum and ting metabolites

description: Raw GC-HRTOF-MS data of sorghum and fermented products (ting) as well as spectra data of identified metabolites. Raw (unfermented whole grain sorghum, n=3); 3424 (spontaneously fermented ting samples at 34 oC for 24 h, n =3); 3424 (3165) (ting fermented with Lactobacillus fermentum FUA 3165, n=3); 3424 (3321) (ting fermented with Lactobacillus fermentum FUA 3321, n=3); 3424 (3165+3321) (ting fermented with a combination of Lactobacillus fermentum FUA 3165 and Lactobacillus fermentum FUA 3321).
DOI: 10.17632/ys936xctb3
title: Biologic Treatment Options for Pityriasis Rubra Pilaris: An Evidence-Based Systematic Review

description: Pityriasis rubra pilaris (PRP) is a rare inflammatory condition characterized by follicular hyperkeratosis and palmoplantar keratoderma. There are currently no FDA-approved therapies for PRP, however, use of biologics has been reported in literature. This systematic review summarizes evidence surrounding biologic treatment for PRP.
DOI: 10.6084/m9.figshare.4964894.v2
title: Assessing the Openness of Anthropology Journals data file and codebook

description: This dataset includes a master list of anthropology-related journals sourced from American Anthropological Association, the World Council of Anthropological Associations (WCAA), Journal Citation Reports (JCR), Scimago Scientific Journal Rankings (SJR), and the Directory of Open Access Journals (DOAJ) and were evaluated based on open access publishing options presented on the publisher websites. The journals are coded as follows: 0) non-transparent publishing options; 1) subscription only; 2) open access option; 3) completely open access with an article processing charge (APC); 4) delayed open access (free to read and publish with embargoes); and 5) fully open access (free to read and publish without embargoes). Other data points include the Article Processing Charge (APC) amount to publish open access, as well as the journal impact factor and SCimago impact factor for each journal at the time of coding (2015).<br>We hope that this information and openness matrix will help facilitate selection of open access publishing avenues for anthropology researchers, as well as provide a tool for librarians and information professionals consulting with anthropology scholars interested in open scholarship.
DOI: 10.6084/m9.figshare.3860574.v1
title: Supplementary Data 2. Raw experimental foot pressure data for all African elephants from Foot pressure distributions during walking in African elephants (<i>Loxodonta africana</i>)

description: Elephants, the largest living land mammals, have evolved a specialized foot morphology to help reduce locomotor pressures while supporting their large body mass. Peak pressures that could cause tissue damage are mitigated passively by the anatomy of elephants' feet, yet this mechanism does not seem to work well for some captive animals. This study tests how foot pressures vary among African and Asian elephants from habitats where natural substrates predominate but where foot care protocols differ. Variations in pressure patterns might be related to differences in husbandry, including but not limited to trimming and the substrates that elephants typically stand and move on. Both species' samples exhibited the highest concentration of peak pressures on the lateral digits of their feet (which tend to develop more disease in elephants) and lower pressures around the heel. The trajectories of the foot's centre of pressure were also similar, confirming that when walking at similar speeds, both species load their feet laterally at impact and then shift their weight medially throughout the step until toe-off. Overall, we found evidence of variations in foot pressure patterns that might be attributable to husbandry and other causes, deserving further examination using broader, more comparable samples.
DOI: 10.17632/pxyp6f6wry
title: Data for: Micro-PIV study and numerical simulation on influence of vortices with flow across three various shapes of micro pin-fin heat sinks

description: This paper consists of two parts of data: experimental results and simulation results.
DOI: 10.17632/4p47m9nhh8
title: Agricultural extention advisory services targeting farmers with disabilities in Ghana

description: The factors influencing targeting of farmers with disabilities (FWDs) for agricultural extension advisory services by extension agents in Ghana was examined using survey data. A questionnaire hosted on Google form was used to collect data from 528 extension agents from the 16 administrative regions in Ghana using simple random sampling technique.
DOI: 10.17632/6sg29rkxss
title: Dupilumab treatment improves signs, symptoms, quality of life and work productivity in patients with atopic hand and foot dermatitis: results from a phase 3, randomized, double blind, placebo-controlled trial

description: Contents
Plain Language Summary ....................................................................................................................... 2
Supplementary methods........................................................................................................................ 4
Supplementary Table I. Instruments used to assess efficacy outcomes .............................................. 11
Supplementary Table II. Endpoints pre-specified in the testing hierarchy .......................................... 14
Supplementary Table III. Additional baseline disease characteristics.................................................. 15
Supplementary Table IV. Use of rescue medication during the treatment period .............................. 16
Supplementary Fig 1. Study flow diagram. .......................................................................................... 17
Supplementary Figure 2. Patient disposition. ...................................................................................... 18
Supplementary Fig 3. (A) Percent change from baseline in HF-mTLSS over time through week 16. (B)
Percent change from baseline in weekly average of daily HF-Peak Pruritus NRS over time through
week 16. (C) Change from baseline in weekly average of daily HF-Peak Pain NRS over time through
week 16. (D) Percent change from baseline in HECSI score over time through week 16. (E) Proportion
of patients achieving HECSI-75 over time through week 16. (F) Change from baseline in percent
surface area of hand and involvement with AD over time through week 16. (G) Change from baseline
in QoLHEQ over time through week 16. (H) Change from baseline in weekly average of daily Sleep
NRS over time through week 16. .......................................................................................................... 19
Supplementary Fig 4. Time to first rescue treatment use during the 16-week treatment period....... 21
Supplementary Fig 5. Sensitivity analyses............................................................................................ 22
DOI: 10.17632/n4wvk4m4x4
title: Multimodal model predictions

description: This model is used to make predictions of hydrocarbon source rocks in offshore oil fields
DOI: 10.17632/pxmkmck7jh
title: European Air Traffic dataset

description: Air traffic flow data to/from airports of 35 European countries in monthly, quarterly and annual time-series.
DOI: 10.17632/xyt52fhr38
title: Green Marketing Study Dataset (1991-2019)

description: The Green Marketing research & publication in Indonesia dataset, which was indexed by Scopus from 1991 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.4037694.v1
title: Details of the samples and their corresponding locations

description: The file contains the details of the 92 samples studied here, including their location, region and the physical factors of each of the sampling locations
DOI: 10.17632/f4v7z9y43k
title: Field capacity in China's Loess Plateau

description: This dataset contains the field capacity (%) data of 243 sample sites on the Loess Plateau, consisting of three layers, namely 0-10 cm, 10-20 cm and 20-40 cm.
DOI: 10.17632/bbmmm4wgr8
title: NDB-UFES: An oral cancer and leukoplakia dataset composed of histopathological images and patient data

description: The dataset collected contains histopathological images of oral squamous cell carcinoma and leukoplakia (represented by samples with and without epithelial dysplasia). It also contains sociodemographic data (gender, age, and skin color) as well as clinical data (tobacco use, alcohol consumption, sun exposure, fundamental lesion, type of biopsy, lesion color, lesion surface, and lesion diagnosis). A supplementary dataset consisting of patches of the captured histopathological images is also provided. The data were collected between 2010 and 2021 in patients managed at the Oral Diagnosis project (NDB) of the Federal University of Espírito Santo (UFES), Brazil.
DOI: 10.17632/wbkky67dvc
title: data for paper: "Preliminary archeological site survey by UAV-borne LiDAR"

description: The zip file contains the point cloud in .las format used for the case study described in the paper "Preliminary archeological site survey by UAV-borne LiDAR". Points of the cloud for the north section are classified into ground and non-ground (attribute within the las file). For the south section points are not labelled in the .las files, but separate files are provided for all points, and for ground-only points.
DOI: 10.17632/vftw9cz723
title: Social Media Addiction dataset

description: Dataset of 265 adolescent users of social media
DOI: 10.6084/m9.figshare.23935041.v2
title: Biomass map 2020

description: Map of the forest biomass density of Europe for the year 2020 matching the harmonized forest biomass statistics at the administrative unit. The map represents the dry aboveground forest biomass density in units of tons/ha. The map is available in GeoTIFF format at the spatial resolution of 100 x 100 m in ETRS89 LAEA (EPSG:3035) coordinate reference system for the extent of Europe (Biomass_Map_2020.tif)
DOI: 10.17632/74shtt6skp
title: ILVEN should be genotyped to direct treatment and genetic counselling

description: Supplementary figure 1
DOI: 10.17632/phhyh57zsc
title: Hypoxia Induces Transgenerational Epigenetic Inheritance of Small RNAs

description: Animals sense and adapt to decreased oxygen availability, but whether and how hypoxia exposure in ancestors can elicit phenotypic consequences in normoxia reared descendants is still unknown. Here, we show that hypoxia educes an intergenerational reduction in lipids and a transgenerational reduction in fertility in the nematode Caenorhabditis elegans. The transmission of these epigenetic phenotypes is dependent on both repressive histone modifying enzymes and the argonaute HRDE-1. Feeding naïve C. elegans with small RNAs extracted from hypoxia-treated worms is sufficient to induce a fertility defect. Furthermore, the endogenous small interfering RNA F44E5.4/5 is upregulated intergenerationally in response to parental hypoxia and soaking naïve normoxia reared C. elegans with F44E5.4/5 dsRNA is sufficient to induce an intergenerational fertility defect. Finally, we demonstrate that labelled F44E5.4/5 dsRNA is itself transmitted from parents to children. Our results suggest that small RNAs respond to the environment, are transmitted from ancestors to their descendants, and are sufficient to transmit non-genetic information from parents to their naïve children.
DOI: 10.17632/wx3bp64nm3
title: Supporting small firms through recessions and recoveries

description: Codes for "Supporting small firms through recessions and recoveries", Diana Bonfim, Cláudia Custódio, and Clara Raposo
DOI: 10.6084/m9.figshare.27325281.v1
title: <b>Supplementary Material – </b><b>Bryophytes in the Área de Proteção Ambiental Mestre Álvaro (APAMA), Serra, Espírito Santo, Brazil</b>

description: <b>Table 1 – </b><b>Bryophyte species list for the Área de Proteção Ambiental Mestre Álvaro (APAMA), Espírito Santo state, Brazil.</b>
DOI: 10.6084/m9.figshare.28546838.v1
title: Supplementary File 3: 50p_NT_RAW

description: 50p_NT_RAW
DOI: 10.17632/3p98gydw9s
title: Data for: Condensation heat transfer and pressure drop characteristics of R134a, R1234ze(E), R245fa and R1233zd in a plate heat exchanger

description: Experimental data points of heat transfer coefficient and pressure drop in Figures 6 and 7.
DOI: 10.17632/9twj3w3dsm
title: Generating vertical ground reaction forces using a stochastic data-driven model for pedestrian walking

description: This dataset is associated to the article entitled "Generating vertical ground reaction forces using a stochastic data-driven model for pedestrian walking". It contains all the algorithms and data required to reproduce all the results presented in that research paper. 

More details can be found within the article (https://doi.org/10.1016/j.jocs.2025.102602)
DOI: 10.17632/hmk224xngb
title: OpenSANS: A Semi-Analytical solver for Nonlocal plasmonicS

description: Prompted by the renewed interest the past decade in the hydrodynamic model for the description of nanoplasmonic systems, we present OpenSANS, a MATLAB toolbox for the simulation of canonical (that is, standalone spherical and cylindrical) nanoparticles and planar stratified structures whose critical dimensions are of mere nanometres. The method comprises of a generalisation of Mie theory to properly address the hydrodynamic motion of free electrons in metals and a compact S matrix formulation for the efficient treatment of multiple layers. The toolbox is built in a modular manner; each part (routine) has its own important functionality and can be used independently from the others. Our primary goal is the presentation of a highly efficient and accessible solver for the nanoplasmonics community. This is achieved by the very semi-analyticity of the chosen method and by powerful vectorisation techniques optimised in a very popular environment, MATLAB.
DOI: 10.17632/prjw48gr26
title: The Application of Moore’s Online Learning Interactions Model in Learning Outcomes: The SOR (stimulus-organism-response) Paradigm Perspective

description: This is the original collected data in CSV format that can be run in SmartPLS.
DOI: 10.17632/thdfw6dz4n
title: Standard Operating Procedure for the Archimedes Density Method for Metal Additive Manufacturing

description: This is a Standard Operating Procedure for the Archimedes density method, commonly used to estimate the density of additively manufactured metal parts. This was developed leveraging ASTM standards, but modified based on practice and lessons learned.
DOI: 10.6084/m9.figshare.28418759.v2
title: Deep learning approaches to surgical video segmentation and object detection: A Scoping Review

description: This repository includes supplementary data supporting our scoping review on deep learning for surgical video segmentation and object detection.