cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57931/2560794
title: High Resolution Siting Suitability of Various Power Plant Technologies

description: Energy sector planning models determine the aggregate need for new generation, but these models are typically at the state or regional scale and are not equipped to address the wide range of location- and technology-specific issues that are increasingly a factor in power plant siting. These animations demonstrate the aggregate siting suitability of various power plant technology configurations, considering technology-specific factors that can prohibit development. The data presented is from the GRIDCERF (Geospatial Raster Input Data for Capacity Expansion Regional Feasibility) data package. GRIDCERF is a harmonized, open-source geospatial product that can be used to evaluate siting suitability for renewable and non-renewable power plants in the conterminous United States. The animations presented here demonstrate a curated selection of the full suite of technology configurations available. GRIDCERF provides the necessary inputs for models that simulate power plant siting for regional capacity expansion planning such as the Capacity Expansion Regional Feasibility (CERF) model.
DOI: 10.17632/fndcfbj25m
title: PDMSA_data

description: PDMSA comes with all data built-in.
Access PDMSA at https://smuonco.shinyapps.io/PDMSA/
DOI: 10.17632/jb2v54vt7d
title: Data and Code for "Institutional Investors, Heterogeneous Benchmarks and the Comovement of Asset Prices"

description: Data and code used for the empirical analysis in the article "Institutional Investors, Heterogeneous Benchmarks and the Comovement of Asset Prices" which is published at the Journal of Financial Economics.

We construct a time-series of total assets associated with prospectus primary benchmarks and with Morningstar categories using the Open-end Mutual Funds Database obtained form Morningstar Direct. Our sample includes all US actively managed equity mutual funds from March 1980 to May 2021. For each fund in every month of the sample we collect data on the total assets across all share classes, the primary prospectus benchmark, the FTSE-Russell benchmark (assigned by Morningstar), and the Morningstar category. Based on the Morningstar category, we group funds into three categories: cap-style, industry-sector, and international. For each of the nine cap-style segments, we aggregate fund benchmarks from six leading index providers (CRSP, Dow Jones, Morningstar, MSCI, Russell, and Standard & Poor’s). For the empirical analysis in Section 8, we also use the time-series of daily returns of the State Street SPDR ETFs that track the nine cap-style segments (SPY, SPYV, SPYG, MDY, MDYV, MDYG, SLY, SLYV, SLYG) since the inception of each ETF (SPY, February 1993; MDY, May 1995; SPYV, SPYG, SLYV, SLYG, October 2000; SLY, MDYV, MDYG, November 2005).

For more details, see Appendix A of the article.
DOI: 10.17632/8x42f6zh2s
title: Bandi et al, HGG Advances 2024

description: Tonne-Kalscheuer syndrome is a neurodevelopmental disorders associated with variants in the RLIM gene. In this project, we developed RLIM specific flow cytometry reporters to measure the impact of genetic variation on RLIM activity. Additionally, we identified a novel variant and used this assay to assess its pathogenicity.
DOI: 10.17632/k34r564y3j
title: cell-free mtDNA and HTx

description: Raw data from the RT-PCR instrument (Ct values) and the conversion of qPCR results into a plasma-equivalent concentration (cp/µl).
DOI: 10.17632/6gsdfj9876
title: Non-Hemolytic Antimicrobial Peptides Predicted from Omics Data of Cephalopods' Posterior Salivary Glands

description: This dataset compiles non-hemolytic antimicrobial peptides (AMPs) consistently identified within omics data extracted from Cephalopods' Posterior Salivary Glands (PSG). It gathers non-redundant and non-hemolytic AMPs that were predicted across the 13 non-hemolytic AMP datasets reported in (doi: 10.17632/tr7xbp2pyt.1). These latter datasets stemmed from agreed non-hemolytic predictions by three models on AMPs libraries resulting from screening enzymatically-digested proteins extracted from Cephalopods' PSG (doi: 10.17632/6fjsdnvygb.1). This dataset represents a potential source of privileged AMPs for further exploration and drug development.
DOI: 10.25422/azu.data.24722358.v1
title: Near-Infrared Human Eye Mueller Matrix Images

description: Near-infrared Mueller matrix images of 20 human subjects' eyes.Images were taken using a dual-rotating-retarder Mueller polarimeter. The human subjects were illuminated with a diffuse near-infrared LED light source (945-955 nm) where 0.0315 W/m<sup>2</sup> was incident on the subject’s face and/or eye. Mueller matrix images were reconstructed from 25 polarimetric measurements taken over the course of approximately 15 seconds. Due to the small, random unconscious movements of the eye, image alignment code was applied in post-processing.<br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i><i>Study participants have given consent for sharing all data and images in this dataset. IRB #: IRB00000291</i>
DOI: 10.17632/fy6w4txbwf
title: A mineral based origin of Earth's initial hydrogen peroxide and molecular oxygen

description: This is the experimental data for Fig.3 and Table S6 in the paper "A mineral based origin of Earth's initial hydrogen peroxide and molecular oxygen".
DOI: 10.17632/s247ywy3j4
title: Data for: A test of two processes: The effect of training on deductive and inductive reasoning

description: Raw data from two reasoning experiments. Between-participants factor of induction vs. deduction instructions. Within-participants factors of training block, believability, and argument type.
DOI: 10.17632/v7pbnyw6fv
title: South_China_MTZ

description: This Dataset includes all the receiver functions we used for CCP stacking. The README file in the Dataset describes the contents of each folder and file.
DOI: 10.17632/dk28sjy227
title: Datasets related to the quality of accounting information system and organizational performance in the industrial sector in Jordan

description: The data presented presents the findings of the study which aims to know the datasets related to the quality of accounting information system on organizational performance in the industrial sector in Jordan
DOI: 10.17632/vksyd4x8ps
title: Data for: How to investigate human-computer interactions in the flight deck: the implementation of flight crew-machine interface recording systems

description: The parameters of flight data recorder on A330 rejected landing
DOI: 10.6084/m9.figshare.21695657.v1
title: data_for_ox_deox_paper_reviewers.tar.gz

description: data, models and scripts aimed to ox/deox classification paper reviewers.
DOI: 10.17632/vskmbc75mh
title: Dataset of the performance of diagnostic tests for onchocerciasis in Gabon, 2015

description: Skin snip biopsies remain the gold standard for the diagnosis of active infection with Onchocerca volvulus. However, in hypoendemic settings, where microfilarial loads are low after several rounds of community directed treatment with ivermectin (CDTI) the sensitivity of skin snip biopsies is low. Detection of Ov16 IgG4 antibodies, although only measuring exposure to the parasite and not active infection, from serological samples via enzyme linked immunosorbent assay (ELISA) or rapid diagnostic test (RDT) may therefore provide a more sensitive tool for the assessment of onchocerciasis burden within hypoendemic settings.

This dataset was compiled from individual-based surveys conducted across 67 villages in Gabon in 2015, aiming to compare the performance of skin snipping versus that of Ov16 RDTs and ELISA. Gabon has not received CDTI, but features many implementation units (IU) with hypoendemic levels of transmission. Local healthcare centres conducted the surveys, with skin snips and serological samples being collected from a total of 5829 individuals. 383 individuals (6.57%) tested positive for Ov16 antibodies, with 337 individuals (5.78%) recording a positive skin snip. These data show the fluctuation of sensitivity and specificity values of RDTs (measured against skin snipping) when used in the field within hypo to hyperendemic settings and contrasts them to those values established by ELISA.

With RDTs registering 0% specificity or sensitivity values in some IUs, even within those experiencing hyperendemic transmission, these data highlight the need for caution on the reliance of RDTs for usage in the determination of cessation of elimination programmes and pushes for calls for the development of novel RDT, with a target product profile (TPP) providing higher sensitivity and specificity values.
DOI: 10.17632/w7yh4yjvbw
title: Single Nucleus RNA Sequencing of Pre-Malignant Liver Reveals Disease-Associated Hepatocyte State with HCC Prognostic Potential

description: Current approaches to stage chronic liver diseases have limited utility to directly predict liver cancer risk. Here, we employed single nucleus RNA sequencing (snRNA-seq) to characterize the cellular microenvironment of healthy and chronically injured pre-malignant livers using two distinct mouse models. Analysis of 40,748 hepatic nuclei unraveled a previously uncharacterized disease-associated hepatocyte transcriptional state (daHep). These cells were absent in healthy livers, but were increasingly prevalent as chronic liver disease progressed towards hepatocarcinogenesis. Ultra-low-pass whole genome sequencing (LP-WGS) followed by copy number variation (CNV) analysis of microdissected mouse tissue demonstrated that daHep enriched regions are riddled with structural variants, suggesting these cells represent a pre-malignant intermediary. Integrated analysis of three recent human snRNA-seq datasets confirmed the presence of a similar phenotype in human chronic liver disease and further supported its enhanced mutational burden compared to normal hepatocytes. Gene expression deconvolution of 1,439 human liver transcriptomes from publicly available datasets revealed that daHep frequencies highly correlate with current histopathological liver disease staging systems. Importantly, we show that high daHep levels precede carcinogenesis in mice and humans and predict a higher risk of hepatocellular carcinoma (HCC) development. This novel transcriptional signature with diagnostic and, more importantly, prognostic significance has the potential to change the way chronic liver disease patients are staged, surveilled and risk-stratified.
DOI: 10.17632/bhk9sgnjnc
title: Destination personality: how to make the metaphor simpler?
DOI: 10.17632/bnb5kxhxr8
title: A Multi-Factor GDP Nowcast Model for India

description: This is replication files for the paper "A Multi-Factor GDP Nowcast Model for India". The Readme file contains the details about the steps required by the codes to replicate the results.
DOI: 10.17632/5rvcgkrn64
title: Whose tweets about obesity and weight loss gain the most attention: celebrities, political, or medical authorities? 

description: The dataset contains names and categories of used Twitter accounts.
DOI: 10.17632/5ycc5gs9rs
title: CLOs_KOOL_SHIB_in_AMMs_and_IDP_Noguchi

description: Source data of Figs. 5a, b, 6a, b, c, d, 7a, b, 8, 9, 12a, b, c, d, e, f, 13, 14, S2, S4, S5e, S6a, b, c, d, S7a, b, S8a, b, c, d.
DOI: 10.17632/jkkdxrw3vw
title: A STUDY ON THE CSR SPENDING BY THE LEADING COMPANIES IN INDIA AFTER THE NEW COMPANIES ACT

description: Corporate Social responsibility means doing social welfare voluntarily by companies. It includes charitable and philanthropic activities. India has a long tradition of CSR activities amongst poor people. This descriptive paper examines the compliance of the provisions for CSR activities in the companies Act 2013 by the Indian companies. This paper also seeks to explore the thematic pattern of CSR spending by the Indian companies. This study found that almost all big companies have spent more than 2% of the average profit of previous three years as per companies Act. It also found that big companies have given more thrust on education and healthcare. More and more projects should be taken on environment, rural and community development, promotion of sports, protection of heritage, art and culture to ensure overall growth of an economy.
DOI: 10.17632/rb9pj2c89k
title: New Synthetic Aperture Radar (SAR) vegetation index: correlation test with optical vegetation indices and rainfall data used in the approach

description: The dataset is important to an article being evaluated by the International Journal of Remote Sensing, which main to propose a new SAR (Synthetic Aperture Radar) vegetation index and performs an evaluation of this index about seasonal and spatial influences. So the dataset brings the results of the Spearman Correlation's test from indices assessment.
Also as part of indices assessment about seasonal influences, rainfall data were important in the approach, thus the dataset contains also rainfall data measured from adopted rain gauges.
DOI: 10.6084/m9.figshare.27290895.v1
title: Data of MD simulation_test

description: This folder contains the molecular dynamics simulation data for my project<br>
DOI: 10.17632/bt87n3hp7h
title: Data for: Prevalence of Auditory Pseudohallucinations in Adult Survivors of Physical and Sexual Trauma with Chronic Post-Traumatic Stress Disorder (PTSD)

description: Prevalence of Auditory Pseudohallucinations in Adult Survivors of Physical and Sexual Trauma with Chronic Post-Traumatic Stress Disorder (PTSD)
DOI: 10.17632/r2bhkjsgkr
title: The Mediating Role of Work Engagement: A Survey Data on Organizational Citizenship Behavior

description: This data article shows investigative data to influence organizational effectiveness through factors that influence organizational citizenship behavior (OCB). The variables included in the dataset are Psychological Capital (PC), Transformational Leadership (TL), Work Engagement (WE), and Organizational Citizenship Behavior (OCB). The dataset includes details of 156 respondents based on a questionnaire survey of Client Counseling officers throughout Indonesia. In addition, the dataset in this article also contains the demographic profile of the respondents. Data was collected with the help of an online questionnaire which was carried out in 3 waves of data collection distributed to Supervision officers throughout Indonesia. The dataset in this article also applies multi-group analysis to validate the drivers of organizational citizenship behavior in doing work which is divided into men and women. This dataset can provide significant insights for future research regarding the importance of organizational citizenship behavior and the factors that can influence organizational citizenship behavior.
DOI: 10.6084/m9.figshare.21498285.v1
title: Suplementary table 2.docx

description: <strong>Suplementary Table 2. Comparison of pre-COVID-19 classical SAT and COVID-19 period classical SAT in terms of hypothyroidism and recurrence</strong>
DOI: 10.6084/m9.figshare.24916023.v1
title: kmerPMTF-data

description: This is kmerPMTF dataset.
DOI: 10.15468/dl.whua3j
title: Occurrence Download

description: A dataset containing 1419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dascillus cervinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1419 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009141-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6mr577jb6b
title: Data From: Fecal indicator bacteria and sewage-associated marker genes are associated with nitrate and environmental properties parameters in Florida freshwater systems

description: This dataset contains measurements of fecal indicator bacteria (Escherichia coli and enterococci), microbial source tracking markers (HF183 and GFD), nutrients, and environmental parameters from two freshwater Florida streams. Water and sediment was collected over a 26-month period. Fecal indicator bacteria were cultured from water and sediment, microbial source tracking markers were assessed in water by qPCR, and nutrients were measured in water and sediment.
DOI: 10.17632/6v99mhsb9m
title: LINF_150019700

description: Inositol 5-phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vj6y364h79
title: Exposure of negative-sense viral RNA in the cytoplasm initiates innate immunity to West Nile virus. Genoyer, et al.

description: Raw data files associated with Genoyer, et al. 2025 manuscript describing negative-sense viral RNA driven innate immune activation during West Nile virus infection.
DOI: 10.6084/m9.figshare.26968096.v1
title: Supplementary Material for: Immunotherapy and Tyrosine Kinase Inhibitor as a Bridge to Surgery for Clear Cell Renal Cell Carcinoma Metastases to the Thyroid: A Case Report and Literature Review

description: Introduction
Clear cell renal cell carcinoma (ccRCC), the most common type of kidney cancer in adults, presents significant challenges owing to its resistance to conventional therapies. Standard treatment primarily revolves around surgical methods, particularly nephrectomy, which is critical for managing localized diseases. Despite recent advancements, the metastatic potential of ccRCC necessitates ongoing vigilance in post-operative monitoring to manage and detect disease recurrence. Recent shifts in treatment paradigms, especially with the integration of molecular patterns in ccRCC, have enabled the development of targeted therapies. Immune checkpoint and tyrosine kinase inhibitors have become central to managing metastatic ccRCC, offering new hope through improved survival outcomes. Recent studies have corroborated this by demonstrating the benefits of combining these therapies. 

Case presentation
This report discusses a case study of a patient with high-grade ccRCC and thyroid metastases initially deemed non-resectable. The combination of immunotherapy and tyrosine kinase inhibitors reduced tumor size, transforming the thyroid metastasis to a resectable state. 

Conclusion
This case highlights significant advancements in treatment approaches and the critical in the management of ccRCC, underscoring the necessity for continuous adaptation of clinical practices to incorporate new therapeutic developments.
DOI: 10.17632/vkv4p34fvp
title: Data for: Application of Terahertz Time Domain Spectroscopy for NDT of Oxide-Oxide Ceramic Matrix Composites

description: In this paper the measurement results show the feasibility of the pulsed terahertz technique for NDT of oxide-oxide CMC materials. Hidden defects, delamination or moist areas can be detected quantitatively. Furthermore, the boundary reflections of layered materials can be revealed more clearly by using deconvolution algorithms.
DOI: 10.17632/hkmcyd3s8h
title: Efficacy of Baricitinib in Moderate Alopecia Areata, Severe Alopecia Areata, Alopecia Totalis, and Alopecia Universalis: A Real-world Comparative Study.

description: This dataset supports the findings in the manuscript "Efficacy of Baricitinib in Moderate Alopecia Areata, Severe Alopecia Areata, Alopecia Totalis, and Alopecia Universalis: A Real-world Comparative Study." The dataset includes:Demographic and baseline characteristics of 95 patients with Alopecia Areata (AA), Alopecia Totalis (AT) and Alopecia Universalis (AU), including age, gender, disease duration, age of onset, number of initial onsets, number of recurrences, and presence of nail lesions.Dermoscopic data including terminal hair density at baseline, 4, 8, 16, and 24 weeks following treatment with baricitinib, for moderate AA, severe AA, AT and AU patient groups.Adverse events data including type and incidence of mild adverse reactions (upper respiratory tract infection, folliculitis, acne, elevated aminotransferase and creatine phosphokinase levels, and local scalp pruritus) during baricitinib treatment.Statistical analysis comparing the effectiveness of baricitinib across the four groups, including p-values for comparisons of terminal hair density.This data provides valuable insights into the real-world effectiveness of baricitinib in treating different subtypes of alopecia areata and highlights the role of dermoscopy in monitoring treatment response. The dataset can be used to validate our findings and for further research on alopecia areata and the use of JAK inhibitors.
DOI: 10.17632/pxkbgkydrp
title: AIG-Dataset

description: The Apparel Images Gallery (AIG) dataset is a well-curated collection of 130,000 color images representing a wide variety of clothing items, designed to support advanced research in fashion analysis and computer vision. Each image is uniformly resized to a resolution of 224×224×3, ensuring consistency for deep learning model training. The dataset encompasses 13 apparel categories—blouses, coats, dresses, hoodies, jackets_vests, jeans, pants, shirts, shorts, skirts, sweaters, trousers, and T-shirts—with 10,000 images per class, resulting in a balanced and diverse dataset. These categories are also grouped by garment type, with 7 classified as top-wear and 6 as lower-wear. Covering extensive apparel attributes such as style, length, texture, and color variations, the AIG dataset serves as a rich resource for tasks like fashion item classification, clothing attribute prediction, and content-based image retrieval in fashion-related applications.
DOI: 10.17632/vwfzpgbs2h
title: Data on the county-level COVID-19 vaccination rate and socio-economic and political variables

description: Data across all counties in five states (Arizona, Colorado, New Mexico, Oklahoma, and Texas) in the U.S. were collected for the study on the impact of the socio-economic and political status on the county-level COVID-19 vaccination rates. Variables were obtained from various data sources; the Bureau of Labor  Statistics, Bureau of Economic Analysis, 2010 US Census, Politico, and Centers for Disease Control and Prevention (CDC). It was found that county-level vaccination rates were significantly associated with the percentage of Democrat votes, the elderly population, and per capita income of the county. In addition, the results revealed racial and ethnic disparities in COVID-19 vaccination. The manuscript entitled “Socio-political and Economic Impact on the COVID-19 Vaccination: Southwest Regional Study” was submitted for publication.
DOI: 10.17632/hj3jk5wr84
title: Primary Energy Projection for Achieving Net Zero Emissions by 2070: An Estimate for India - Datasets

description: The primary aim of the research is to analyse the feasibility of achieving India's net-zero emission target. The necessary predictions of future energy demand were made using the data sets. The dataset includes the Renewable Energy Consumption (REC), Percapita Total Energy Consumption (PTEC), Projected Population of India and Carbon emissions rate. The REC and PTEC data are provided in Giga watt hours (GWh); and the carbon emissions data is in tonnes of CO2/GWh. In order to make the Total Energy Demand relevant to the future population, the TEC (Total Energy Consumption) data is computed with the help of forecasted PTEC and the Projected Population data. The emission data is taken in such a way that only emissions from Non-renewable sources and within the country are considered. The emissions from Renewable sources and imports are not included in the chosen data. For the Population projection data by the United Nations Department of Economics & Social Affairs, the Total population of single age and both sexes is taken.
DOI: 10.6084/m9.figshare.23987937.v1
title: Supplement E: ANOVA 1, 2 dataset

description: ANOVA 1, 2 dataset for R analysis in article "The Grading Process in System 1 and System 2 of Thinking: A Behavioral Economic Approach to Evaluation"