cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x7j8fxcg4j
title: Geological CO2 Storage Capacity in Aquifers in Saudi Arabia

description: 
Carbon capture and storage (CCS) is crucial for Saudi Arabia's net-zero goal by 2060. The provided data provide an estimate of CO2 storage capacities in Saudi Arabia's sedimentary basins, incorporating data from public sources. We assessed 17 basins for CO2 storage in deep saline aquifers. Eastern basins, including Eastern Arabian Basin and Interior Homocline-Central Arch, are most suitable, while Western Saudi Arabia has fewer favorable basins, except Umm Luj, Yanbu, and Jeddah basins. The adopted methodology to estimate the potential capacity corresponds to the “effective storage capacities”, as outlined by the Carbon Sequestration Leadership Forum (CSLF). These estimates take into consideration technical, geological, and engineering constraints. However, to obtain a practical storage capacity estimate, it is essential to incorporate societal, economic, and regulatory factors that are not considered in this work. Therefore, further research is necessary, including prospect-level evaluations that involve drilling, testing evaluation, and monitoring wells.
The details are published in “Evaluation of Geological CO2 Storage Potential in Saudi Arabian Sedimentary Basins”, Earth-Science Reviews, 
by Jing Ye, Abdulkader Afifi, Feras Rowaihy, Guillaume Baby, Arlette De Santiago, Alexandros Tasianas, Ali Hamieh, Aytaj Khodayeva, Mohammed Juaied, Timothy Meckel, Hussein Hoteit*
*Corresponding author: hussein.hoteit@kaust.edu.sa
DOI: 10.6084/m9.figshare.23607777.v1
title: patient46.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.28722848.v1
title: Molecular mechanism of Aβ alloform co-aggregation: raw data and data processing

description: Spreadsheets containing all data and (both raw and processed) used in the manuscript "Molecular mechanism of Aβ alloform co-aggregation"
DOI: 10.6084/m9.figshare.3156541.v1
title: .Rdata files

description: .Rdata files of model objects and data sets for use in reproducing our R analysis
DOI: 10.17632/mjwzbgddwg
title: HOTNCOOL - One Stop Solution for all Replacement Needs of Heating & Cooling

description: Looking for top-quality EVAPORATIVE AIRCONS SPARE PARTS at competitive prices? Look no further! HOTNCOOL is an online store (www.hotncool.com.au) for supplies of branded Evaps & Heating products in Australia and worldwide. We offer the wide range of products to meet all your Heating/Cooling replacement needs.
DOI: 10.17632/399z24kzh6
title: CEPII's Gravity Database

description: CEPII makes available a "square" gravity dataset, for the period 1948 to 2015, allowing the estimation of international flows as a function of GDP, population and trade costs.
DOI: 10.17632/4rs446vg8t
title: JNUSafflower

description: The JNUSafflower dataset comprises labeled images of safflower variety leaves, cultivated and collected at the Rural Development Administration (RDA) in Jeonju, Republic of Korea. The camera system settings were adjusted following the methodology outlined by Yu et al. (2023) [30]. For imaging, an indoor studio (800 × 800 × 800 mm) was set up to minimize ambient light interference. An 18W white LED (5600K, CN-T96, Plastic, Korea) was used to ensure consistent illumination, preventing data distortion or damage from shadows. A custom-made white background plate was used to account for the color of the safflower leaves. The camera, a Canon EOS D200II (with an EF-S 18-55mm lens, Canon, Japan), features a 24.1-megapixel CMOS sensor. The initial camera settings were ISO 200, a focal length of 35mm, and an exposure time of 1/25. Due to the convex nature of the lens, which can cause image distortion (thicker in the center compared to the edges), we used the camera's built-in distortion correction function. The adjusted settings were ISO 100, a focal length of 18mm, and an exposure time of 1/13. The background was changed to black to contrast with the safflower leaves. Custom 3D panels were designed to accurately represent leaf size. Each panel included crop name tags, four grayscale calibration markers (10mm each), and a QR code to maintain consistent positioning (https://www.group8tech.com/gray-scale-calibration). Images were saved in JPG format with a resolution of 6024 × 4024 pixels. Safflower varieties were grown under controlled environmental conditions, including regulated temperature, irrigation, and fertilizer levels. The experiment took place in an experimental garden containing 43 safflower varieties, each randomly positioned in a greenhouse plot and labeled with a variety code. Six leaf samples were collected for each variety, with sampling conducted before and after the bloom stage throughout the growing season. Leaves were selected based on standardized criteria such as area, weight, and color.
DOI: 10.6084/m9.figshare.15104577.v1
title: Genome-resolved metagenomic analyses reveal the presence of a putative bacterial endosymbiont in an avian nasal mite (Rhinonyssidae; Mesostigmata)

description: Rhinonyssidae (Mesostigmata) is a family of nasal mites only found in birds. All species are hematophagous endoparasites, which may damage the nasal cavities of birds, and also could be potential reservoirs or vectors of other infections. However, the role of members of Rhinonyssidae as disease vectors in wild bird populations remains uninvestigated, with studies of the microbiomes of Rhinonyssidae being almost non-existent. In the nasal mite (Tinaminyssus melloi) from rock doves (Columba livia), a previous study found evidence of a highly abundant putatively endosymbiotic bacteria from Class Alphaproteobacteria. Here, we expanded the sample size of this species (two different hosts- ten nasal mites from two independent samples per host), incorporated contamination controls, and increased sequencing depth in shotgun sequencing and genome-resolved metagenomic analyses. Our goal was to increase the information regarding this mite species and its putative endosymbiont.
DOI: 10.6084/m9.figshare.26764714.v3
title: A steady-state visually evoked potential dataset binocular-coded using augmented reality headset and recorded using portable EEG hardware (raw data)

description: Steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs) with high transfer rate have demonstrated great promise for practical applications. Existing researches have implemented augmented reality (AR)-based SSVEP-BCIs with single- or dual-frequency stimulation. However, few studies have discussed the stimulation parameters setting of portable stimulation devices systematically. This dataset aims to facilitate the study of single/dual-frequency AR-SSVEP-BCI by making SSVEP signals collected with different stimulation settings publicly available. In this dataset, the stimulation parameters were set with three differences: (1) frequency range, (2) frequency and phase, and (3) different frequency. SSVEPs were collected from 14, 14, and 17 participants through the experiment by single-, dual-frequency stimuli and different variants of frequency and phase.If you use this dataset for a publication, please cite our corresponding research paper: "A steady-state visually evoked potential dataset binocular-coded using augmented reality headset and recorded using portable EEG hardware".
DOI: 10.6084/m9.figshare.28006340.v1
title: Raw data of vortex beam OAM-SK communication

description: This zip file contains four table files. 1. data file1 is the raw data of the recognition rates of single mode LG beams and superimposed mode LG beams at different turbulence intensities. 2. data file2 is the raw data of the BER of single mode LG beam OAM-SK communication system and superimposed mode LG beam OAM-SK communication system at different turbulence intensities. 3. data file3 is the raw data of the BER of single mode LG beam OAM-SK communication system and superimposed mode LG beam OAM-SK communication system at different temperature salinity ratio. 4. data file4 is the raw data of the BER of LG beam OAM-SK communication system under different mode intervals.
DOI: 10.6084/m9.figshare.28920872.v1
title: DCLEAPIL v1.0 British local election results dataset 2006-2024

description: The DCLEAPIL results dataset covers British local government (principal authority) election results from 2006 to 2024, including candidate names, parties, party type, votes, vote share, Effective Number of Parties, and ward / council identifiers. The results dataset also includes partial data on electorate size, turnout, and by-elections. The collection includes a detailed coding for political parties, information on variables, and a READ ME file with further information. The DCLEAPIL dataset is public domain under a sharealike and public attribution license: https://creativecommons.org/licenses/by-sa/4.0/The dataset draws primarily from Andrew Teale’s LEAP dataset of local election results between 2006 and 2021, and that of the Democracy Club from 2019 to 2024. These two datasets were merged and checked by Jason Leman, kindly assisted by Andrew Teale of LEAP, Peter Keeling and others at Democracy Club. The Democracy Club dataset does not include votes cast for candidates in Scottish elections. Gerry Mulvaney’s data on votes cast for Scottish elections for 2022, hosted by Indy Live and itself drawing on Democracy Club candidate data, was therefore added to the dataset to increase coverage for Scottish elections. Local Government Boundary Commission data on electorate size was added to increase the coverage of turnout statistics.Main data sources for the DCLEAPIL dataset.Andrew Teale's Local Elections Archive Project<br>https://www.andrewteale.me.uk/leap/downloads<br>Democracy Club<br>https://candidates.democracyclub.org.uk/data/<br>Gerry Mulvenna - IndyLive<br>https://election.indylive.radio/download/<br>Local Government Boundary Commission<br>https://www.lgbce.org.uk/electoral-data<br>For more information on the dataset construction, checking processes, and calculations, please see the READ ME file.
DOI: 10.17632/4tnrn58spz
title: Procedures and Algorithms for: A 3D three-phase meso-scale model for simulation of chloride diffusion in concrete

description: 1. Introduction
This program is associated with the paper called ‘A 3D three-phase meso-scale model for simulation of chloride diffusion in concrete’ as research data. It serves as an example to validate the proposed model in this paper based on the experimental data of the chloride diffusion test in concrete at 60 d in literature. 

2. Program listing:
MATLAB:
(1) Mainroutine_Matlab.m
%% Program for generating the aggregates information including coordinates, diameters, number.
(2) fuller_3D.m
%% This is a function used to generate aggregate diameter randomly.
(3) agg_volu.m
%% Program for calculating the volume of aggregates embedded in each layer.
(4) rec_agg_volu.m
%% Program for generating the volume of mortar embedded in each layer.
(5) draw_patch.m
%% This program is used to display geometries of the propose 3D three-phase mesoscale model in this paper.
(6) mat_postprocess.m
% This program is used to draw the results of the proposed model against the experimental data and analytical solution.

ANSYS APDL:
!! FEM programming regarding simulating the chloride diffusion in mesoscopic concrete through the redevelopment of APDL in the ANSYS software
(1)	Mainroutine.mac
(2)	Datapre.mac
!! Initiation of parameters and variables
(3)	Preprocess.mac
!! Preprocessor (generate geometries, elements and materials; meshing)
(4)	Solve.mac
!! Solve (impose boundary conditions and loads (the initial chloride concentration); Finite element solution)
(5) Postprocess.mac
!! Postprocessor (postprocessing)

Txt files:
(1) coordinates.txt
Record aggregates information: the first column is for serial numbers; the second, third, fourth columns are for the coordinates of x, y, z (m), respectively; the fifth column is for aggregate radii (m).
(2) ratio_exp.txt
Experimental data in literature. The first column corresponds to depth/mm. The second, third, fourth, fifth, sixth columns correspond to measured chloride concentration (%) at 60 days, 120 days, 240 days, 360 days and 480 days respectively in literature.
DOI: 10.17632/hgym2npgwj
title: MYC protein interactome profiling reveals functionally distinct regions that cooperate to drive tumorigenesis, Kalkat et al.
DOI: 10.17632/vxgfm2p5md
title: Датасет для диссертации по теме «Влияние нематериальных активов компании на ее рыночную капитализацию»

description: Данные для диссертации по теме «Влияние нематериальных активов компании на ее рыночную капитализацию»
DOI: 10.6084/m9.figshare.19798852.v1
title: SUPLEMENTARY FILES.docx

description: Table
DOI: 10.6084/m9.figshare.20424148.v1
title: What difference might retractions make? An estimate of the potential epistemic cost of retractions on meta-analyses

description: The extent to which a retraction might require revising previous scientific estimates and beliefs – which we define as the epistemic cost – is unknown. We collected a sample of 229 meta-analyses published between 2013 and 2016 that had cited a retracted study, assessed whether this study was included in the meta-analytic estimate and, if so, re-calculated the summary effect size without it. The majority (68% of N = 229) of retractions had occurred at least one year prior to the publication of the citing meta-analysis. In 53% of these avoidable citations, the retracted study was cited as a candidate for inclusion, and only in 34% of these meta-analyses (13% of total) the study was explicitly excluded because it had been retracted. Meta-analyses that included retracted studies were published in journals with significantly lower impact factor. Summary estimates without the retracted study were lower than the original if the retraction was due to issues with data or results and higher otherwise, but the effect was small. We conclude that meta-analyses have a problematically high probability of citing retracted articles and of including them in their pooled summaries, but the overall epistemic cost is contained.
DOI: 10.6084/m9.figshare.3558864.v1
title: Appendix C. Model-fit residuals for each of the response variables.

description: Model-fit residuals for each of the response variables.
DOI: 10.6084/m9.figshare.6530951.v1
title: Supplementary Material for: The University of California, San Francisco Documentation System for Retinoblastoma: Preparing to Improve Staging Methods for This Disease

description: <b><i>Background/Aims:</i></b> Current retinoblastoma staging systems do not adequately describe the disease, especially in eyes with multiple tumors. The aims of this study were to develop methods for documenting individual tumors and to score disease burden over time. <b><i>Methods:</i></b> A coding system was devised to describe each tumor according to affected eye, meridian, anteroposterior location, activity, growth pattern, type of seed, and treatment. A scoring system for quantifying disease burden was developed, taking account of tumor number, size, spread, and secondary effects on the eye. <b><i>Results:</i></b> Our coding system allowed contemporaneous tumor documentation, producing datasets that enabled generation of fundus diagrams, Kaplan-Meier curves, and tables summarizing disease progression in individual tumors and eyes. Our data showed disparities between ocular and tumor documentation, e.g., indicating earlier tumor development in the left eye but younger age at presentation if disease was worse in the right eye. Actuarial rates of local treatment failure were lower when individual tumors were analyzed than when data were reported in terms of whole eyes. <b><i>Conclusion:</i></b> Our methods for documenting individual retinoblastomas have facilitated the review of patients’ progress in our routine practice and may provide data that could be used to refine retinoblastoma classifications in the future.
DOI: 10.15468/dl.5zqrya
title: Occurrence Download

description: A dataset containing 11 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 Pappostipa humilis (Cav.) Romasch.",
 "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 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013027-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4c38vsdsf9
title: Identification and characterization of novel α-amylase and α-glucosidase inhibitory peptides from camel whey protein hydrolysates

description: Supplementary material for research article published in Journal of Dairy Science. Title of the research article: Identification and characterization of novel α-amylase and α-glucosidase inhibitory peptides from camel whey protein hydrolysates.
DOI: 10.17632/g3kcxtg6rd
title: A Set Of Data Of Nanocomposite Use For Detecting And Neutralizing The Hand Held Explosives

description: A nanoparticle is a material with ultra-fine aspects of dimensions in the nanoscale. Its one-of-a-kind material makes it a significant player in the efficient working of the latest technologies. The latest technologies also have a very hazardous effect which is proved by the widespread illicit use of homemade explosives (HME). Microwaves are a type of electromagnetic radiation that assist the synthesis process which can be tuned to yield desired size and shape of Ferrous Oxide (Fe₂O₃)  Nanoparticles (NPs). The energy of microwaves is too low to directly activate or break molecular bonds. Using this chemical advantage, this research aims to develop a detector with the combination of Ferrous Oxide (Fe₂O₃) and Manganese Oxide (MnO₂) NPs that will detect Hydrogen Peroxide (H₂O₂) based hazardous explosives
DOI: 10.6084/m9.figshare.13168151.v1
title: Supplementary Material for: Lenvatinib-Transarterial Chemoembolization Sequential Therapy as an Effective Treatment at Progression during Lenvatinib Therapy for Advanced Hepatocellular Carcinoma

description: <b><i>Background:</i></b> The aims of this study were to evaluate the efficacy of additional treatment, especially lenvatinib-transarterial chemoembolization (TACE) sequential therapy, for unresectable hepatocellular carcinoma (HCC). <b><i>Methods:</i></b> Consecutive 56 patients who underwent lenvatinib treatment were reviewed. Oncological aggressiveness of tumor was estimated using a dynamic CT enhancement pattern classification, and clinical impact of subsequent treatment was investigated through analysis of progression-free survival (PFS), post-progression survival (PPS), and multivariate analysis of potential confounders for survival after progression during lenvatinib therapy. <b><i>Results:</i></b> Heterogeneous enhancement patterns (<i>Type-3</i> and <i>-4</i>), which are reportedly associated with higher oncological aggressiveness of HCC, were associated with better objective response to lenvatinib compared to homogeneous enhancement pattern (<i>Type-2</i>) (86 and 85% vs. 53% in modified Response Evaluation Criteria in Solid Tumors), resulting in similar PFS (<i>p</i> = 0.313). Because of significantly worse PPS, overall survival of <i>Type-4</i> tumor was poor compared to <i>Type-2</i> or <i>-3</i> tumors (<i>p</i> = 0.009). However, subgroup of patients who achieved subsequent treatment showed significantly better PPS, regardless of CT enhancement pattern. Multivariate analysis confirmed that use of lenvatinib-TACE sequential treatment after progression during lenvatinib therapy was associated with better PPS (hazard ratio [HR], 0.08; 95% CI, 0.01–0.71; <i>p</i> = 0.023), while <i>Type-4</i> enhancement pattern was correlated with worse PPS (HR, 2.92; 95% CI, 1.06–8.05; <i>p</i> = 0.039). <b><i>Conclusion:</i></b> Oncological aggressiveness of HCC estimated by CT enhancement pattern was predictive of PPS after progression during lenvatinib. Successful subsequent treatment with lenvatinib-TACE sequential therapy may offer survival benefit regardless of CT enhancement pattern of HCC.
DOI: 10.6084/m9.figshare.28236419.v1
title: ZHOU_2025_NMHCs data in ECS

description: NMHCs data in ECS
DOI: 10.6084/m9.figshare.3153406.v6
title: Genome-wide chromatin and gene expression profiling during memory formation and maintenance in adult mice. [CODE: CRMs]

description: This repository contains the positive and negative training sets generated from the ChIP-seq transcription factor and histone post-translational modification data. Such sets of data were run as input to the RFECS software. RFECS is a tailor-made random forest model for making cis-regulatory module (CRM) predictions. The random forest model used for making the predictions is also available in this repository as a binary MATLAB file.<br>The references below explain specifically how to (1) access a MATLAB file and (2), how to use the current model file to predict the CRMs. For more details about the RFECS algorithm itself, take a look at reference (3).<br>
DOI: 10.17632/9c8stwjz68
title: EHI/ERI/ESsI/ESI(2000-2020)
DOI: 10.17632/bp9m57r6rg
title: Datasets for DEMATEL-FCA Application on Modelling Barriers to Sustainable Urban Water Management: A Case in Metro Cebu, Philippines

description: A study that employs MCDM techniques to model the interdependency of Sustainable Urban Water Management (SUWM) barriers uses the Fuzzy DEMATEL in conjunction with the Fuzzy C-means Algorithm. The methodology was based on expert judgment and the datasets are presented herewith.
DOI: 10.6084/m9.figshare.12845273.v2
title: Medication Dosing Safety for Pediatric Patients: Recognizing Gaps, Safety Threats, and Best Practices in the Emergency Medical Services Setting. A Position Statement and Resource Document from NAEMSP

description: Millions of patients receive medications in the Emergency Medical Services (EMS) setting annually, and dosing safety is critically important. The need for weight-based dosing in pediatric patients and variability in medication concentrations available in the EMS setting may require EMS providers to perform complex calculations to derive the appropriate dose to deliver. These factors can significantly increase the risk for harm when dose calculations are inaccurate or incorrect. We conducted a scoping review of the EMS, interfacility transport and emergency medicine literature regarding pediatric medication dosing safety. A priori, the authors identified four research topics: (1) what are the greatest safety threats that result in significant dosing errors that potentially result in harm to patients, (2) what practices or technologies are known to enhance dosing safety, (3) can data from other settings be extrapolated to the EMS environment to inform dosing safety, and (4) what impact could standardization of medication formularies have on enhancing dosing safety. To address these topics, 17 PICO (Patient, Intervention, Comparison, Outcome) questions were developed and a literature search was performed. After applying exclusion criteria, 70 articles were reviewed. The methods for the investigation, findings from these articles and how they inform EMS medication dosing safety are summarized here. This review yielded 11 recommendations to improve safety of medication delivery in the EMS setting. These recommendations are summarized in the National Association of EMS Physicians® position statement: <i>Medication Dosing Safety for Pediatric Patients in Emergency Medical Services</i>.
DOI: 10.6084/m9.figshare.14120252.v1
title: Measurements of ATP levels

description: Measurements of ATP levels for nuronal mitchondrial movement assay.