cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y8v9h96hc7
title: Framed to be forgotten; UK Media framing of Africa's forgotten crises

description: This is a partial dataset from our broader research that aimed to identify some of the dominant frames in UK newspaper coverage of Africa’s forgotten crises in DRC and CAR and further examine the role this framing plays in perpetuating their status as forgotten crises. Research Question (RQ) 1: What are the dominant frames in UK newspaper coverage of the humanitarian crises in DRC and CAR? RQ 2: How does this framing perpetuate CAR and DRC’s status as forgotten crises? 

Data Collection and Analysis Overview

This study employed a mixed-methods content analysis to examine how UK national newspapers frame Africa’s forgotten humanitarian crises—specifically those in the Democratic Republic of Congo (DRC) and Central African Republic (CAR)—between 2016 and 2020. Using LexisNexis, we sourced 120 news articles from The Guardian, The Independent, Daily Mail, and The Telegraph, focusing on keywords such as “Congo humanitarian crisis,” “DRC refugees,” and “CAR crisis.” These four newspapers were selected to represent a spectrum of political orientations and influence within the UK media landscape.

Data and Coding

The unit of analysis was the full newspaper article. We developed a detailed codebook incorporating 34 variables across three categories: unit identification, salience markers, and frame identifiers. A mixed deductive-inductive coding approach was adopted—drawing from existing literature to identify priori frames (e.g., blame, advocacy, human interest) and allowing for emergent frames (e.g., afro-pessimism, western-centrism). Intercoder reliability was tested on 25% of the sample, with Krippendorff’s alpha reaching 0.89 after codebook revisions, ensuring consistency and validity in coding.

Key Findings

Quantitative analysis revealed five dominant frames across the dataset: episodic (80%), violence (78.3%), western-centric (51.7%), blame (47%), and afro-pessimism (47%). These were more prevalent in right-leaning papers. Notably, there was a weak but significant correlation between the use of western-centric and afro-pessimistic frames. A qualitative analysis of selected articles further showed how framing choices—such as metaphor, omission of historical context, and prioritisation of Western actors—reinforce hierarchies of life and place, casting distant sufferers as passive, violent, or alien.

Interpretation and Relevance

The data suggests that Western media framing plays a critical role in the invisibilisation of certain humanitarian crises like DRC and CAR. By favouring episodic, violent, or decontextualised narratives, and foregrounding Western perspectives, these publications contribute to a hierarchy of suffering that limits public empathy and solidarity. This framing not only affects media representation but may also influence humanitarian prioritisation and global solidarity.
DOI: 10.6084/m9.figshare.25205573.v1
title: Supplementary Material for: Potentially modifiable risk factors for dementia and mild cognitive impairment: an umbrella review and meta-analysis

description: Introduction
The prevalence of mild and major neurocognitive disorders (NCDs), also referred to as mild cognitive impairment and dementia, is rising globally. The prevention of NCDs is a major global public health interest. We sought to synthesize the literature on potentially modifiable risk factors for NCDs.

Methods
We conducted an umbrella review using a systematic search across multiple databases to identify relevant systematic reviews and meta-analyses. Eligible reviews examined potentially modifiable risk factors for mild or major NCDs. We used a random effects multi-level meta-analytic approach to synthesize risk ratios for each risk factor while accounting for overlap in the reviews. We further examined risk factors for major NCD due to two common etiologies: Alzheimer’s disease and vascular 
dementia.

Results
A total of 45 reviews with 212 meta-analyses were synthesized. We identified fourteen broadly defined modifiable risk factors that were significantly associated with these disorders: alcohol consumption, body weight, depression, diabetes mellitus, diet, hypertension, less education, physical inactivity, sensory loss, sleep disturbance, smoking, social isolation, traumatic brain injury, and vitamin D deficiency. All 14 factors were associated with the risk of major NCD, and five were associated with mild NCD. We found considerably less research for vascular dementia and mild NCD.

Conclusion
Our review quantifies the risk associated with 14 potentially modifiable risk factors for mild and major NCDs, including several factors infrequently included in dementia action plans. Prevention strategies should consider approaches that reduce the incidence and severity of these risk factors through health promotion, identification, and early management.
DOI: 10.6084/m9.figshare.28855664.v3
title: 111111111111111111111

description: 111111111
DOI: 10.17632/53jxsfykp6
title: An Isotropic Discretization with Semi-implicit Approach for Phase Field Model of Alloy Solidification

description: The solvers and tutorials are used to test the performance of different discretization schemes for 2D phase field simulations of alloy solidification. The codes were developed based on Karma's phase field model by using the original order parameter (phi) or preconditioned order parameter (psi).
DOI: 10.17632/39g9fgxg56
title: DEMOSPA0521

description: This database (named DEMOSPA0521) is composed of fifteen datasets: a group of (monthly and daily moving averages) datasets derived from population stocks and a collection of (daily, monthly and quarterly) datasets obtained from population, death, migration and birth statistics
DOI: 10.17632/4tz52g76fh
title: Data for: Gasification of poultry litter in a lab-scale bubbling fluidised bed reactor: Impact of process parameters on gasifier performance and tar evolution.

description: Three solid phase adsorption tar samples for each test condition are taken in 2 minutes intervals. Average values of the three samples are taken into consideration within the manuscript. Benzene and Toluene are considered as permanent gases and thus their are not taken into account when calculating the total amount of tar.
DOI: 10.17632/7yf8x4p33t
title: Data of seed banks in a Yangtze River-connected floodplain wetland.

description: This dataset contains information on the seasonal dynamics of seed banks in two dominant macrophyte communities (Carex and Miscanthus) in the Dongting Lake wetlands, China. The study investigates seed-bank densities, species richness, and vertical distribution across different seasons (November 2017, January 2018, March 2018, and May 2018) and soil layers (0–5 cm, 5–10 cm, and 10–20 cm).
DOI: 10.6084/m9.figshare.28314812.v1
title: ICARO ACC dataset 2024

description: Curated database of patients with localized adrenocortical cancer after resection from the paper: Does adjuvant mitotane impact cure rates in adrenocortical carcinoma? Insights from the ICARO-GETTHI/SEEN registry submitted to JCEM in Nov'24.<br>
DOI: 10.17632/3k6jmwb7xg
title: obesity

description: La obesidad visceral es un factor significativo en la prevalencia de varias disfunciones metabólicas, incluyendo resistencia a la insulina, hiperinsulinemia, dislipidemia e hipertensión. A pesar de la importancia clínica de la cuantificación precisa del tejido adiposo visceral (TAV), los métodos actuales varían en su precisión y reproducibilidad. Este proyecto propone investigar el uso de la tomografía computarizada (TAC) y la resonancia magnética (RM) para la cuantificación del TAV, centrándonos en la reproducibilidad, especificidad y precisión de ambas técnicas.
DOI: 10.17632/v5jrps9j39
title: Tumor Upstaging in Invasive Melanoma is Associated with Changes in Clinical Management and Worse Prognosis

description: Mendeley Supplemental Table I. Rates for Lymph Node Surgery, Radiation Therapy, Chemotherapy, and Immunotherapy for Non-Upstaged and Upstaged Melanomas by Tumor Stage 

Mendeley Supplemental Figure I. Distribution of Tumor Thickness at Time of Initial Biopsy and at Time of Definitive Surgical Excision for All Upstaged Cases
DOI: 10.6084/m9.figshare.24573211.v1
title: Q10-data.xlsx

description: A total of 1,131 datasets from 160 published papers were selected to identify <i>Q</i><sub>10</sub> values for different N transformation processes within Chinese terrestrial ecosystems.
DOI: 10.17632/7sx52ty2bz
title: Typical data for evaluating the heat-driven and electric driven district cooling approaches from energy planning point of view.

description: The data are typically usable for regenerating the method of evaluating the heat-driven and electric-driven district cooling approaches from an energy planning point of view.
DOI: 10.17632/7xvtnjn3df
title: Test data of small-sized instances

description: The format of small-sized instances is briefly introduced as follows: -First line: In the first line there are 2 numbers: the first is the number of jobs and the second the number of machines; -Second line: the elements of the second line are the numbers of operations for jobs; -Operation processing constraints: binary numbers are the processing constraint associated with jobs. For example, in the file SI_1.TXT, the third line “0 1 1 1 1 0” denotes that the first operation of job 3 can be processed by machines 2 and 3, whereas the second operation of job 3 can be processed by machines 1 and 2. -Processing times: integer numbers are the processing times for each operation of each job on the corresponding machines. For example, in the file SI_1.TXT, line 1 “30 -1 -1 12 -1 13” means that the processing times of the first operation of job 1 on machines 1 is 30, and the processing times of the second operation of job 1 on machines 1 and 3 are 12 and 13. Note that the “-1” denotes the related operations of certain jobs do not satisfy the processing constraints; -Matrix of Sequence-dependent setup times; -Matrix of Sequence-dependent setup costs. Please kindly click the “Download all files” button, then you can access the files without any login information.
DOI: 10.17632/93kzdwvkyr
title: FACT Mediates the Depletion of macroH2A1.2 to Expedite Gene Transcription

description: The histone variant macroH2A is generally linked to transcriptionally inactive chromatin, but how macroH2A regulates chromatin structure and functions in transcriptional process remains elusive. This study reveals that while the integration of macroH2A1.2 into nucleosomes does not affect their stability or folding dynamics, it notably hinders the maintenance function of FACT. We show that FACT effectively diminishes the stability of macroH2A1.2-nucleosomes and expedites their depletion subsequent to the initial unfolding process. Furthermore, we identify the residue S139 in macroH2A1.2 as a critical switch to modulate FACT’s function in nucleosome maintenance. Genome-wide analyses demonstrate that FACT-mediated depletion of macroH2A-nucleosome allows the correct localization of macroH2A, while the S139 mutation reshapes macroH2A distribution and influences stimulation-induced transcription and cellular response in macrophage. Our findings provide mechanistic insights into the intricate interplay between macroH2A and FACT at the nucleosome level, and elucidate their collective role in transcriptional regulation and immune response of macrophage.
DOI: 10.17632/z29xpfbn33
title: Fostering Collaborative Growth: Strengthening Student-Teacher Relationships for Holistic Development

description: Research Paper: Enhancing Student-Teacher Relationships for Holistic Development

This study investigates the impact of student-teacher relationships on holistic student development, focusing on academic success, emotional well-being, and social skills. By examining the factors influencing these relationships and identifying practical strategies, this research aims to offer actionable recommendations for fostering collaborative and inclusive educational environments.
DOI: 10.17632/7jf5jdwh3g
title: In Situ Geologic Context Map: Mars 2020 Perseverance Rover Observations - shape files

description: These are preliminary shape files from in situ geologic context mapping of Perseverance rover. These files cover mapping completed in the first 465 sols.
Reference: Crumpler et al., 2022. In Situ Geologic Context Mapping Transect on the Floor of Jezero Crater from Mars 2020 Perseverance Rover Observations. Journal of Geophysical Research, Planets.
DOI: 10.6084/m9.figshare.26886394.v1
title: <b>Differential </b><b>T</b><b>ranscriptomics and </b><b>M</b><b>etabolomics Analyses of the </b><b>S</b><b>kin of </b><b>C</b><b>oarse and </b><b>F</b><b>ine Liaoning Cashmere Goats</b>-2

description: Secondary follicles (SFs) in cashmere goats determine cashmere yield and quality and are regulated by a variety of genes, signaling pathways, and metabolic pathways. The aim of this study was to identify these regulatory factors and elucidate the SF growth mechanism as well as develop strategies to improve cashmere quality and yield. In this study, we categorized four hundred 18-month-old female Liaoning cashmere goats into coarse and fine hair types according to Chinese Cashmere Classification Standard GB18267-2013 (with 16.0–18.5 μm diameters classified as coarse and 14.5–16.0 μm as fine). Subsequently, the diameters and lengths of the cashmere fibers were measured. We then selected six goats with traits similar to those in each of the two groups for further analyses. Fiber diameters between the groups were significantly different (P&lt;0.05), but average lengths were not (P&gt;0.05). Metabolomics analysis revealed 211 differentially expressed genes between the groups, including FGF18, KRT36, KRT79, and AWAT2, which were enriched in the PPAR and glycerol-lipid metabolism signaling pathways that regulate the growth and development of hair follicles and sebum secretion. Fifty differentially expressed metabolites were detected in the skin, including melatonin, which regulates cellular ion channels and participates in neurological channels by enriching ABC transporter protein pathways, amino acid biosynthesis and metabolism, and arachidonic acid metabolism. Ion channels are involved in the neuroendocrine and immune systems of the body and indirectly regulate hair growth and development.
DOI: 10.6084/m9.figshare.c.3622289_d16.v1
title: Additional file 7: of Transcriptome profiling in fast versus slow-growing rainbow trout across seasonal gradients

description: Shared contigs between size and season groups. (XLSX 27 kb)
DOI: 10.17632/4s45ntxhw3
title: MARTEENI raw data

description: Files include raw measured data. Processed sample data can be found at http://dx.doi.org/10.17632/ktg5fp9gzn.1
DOI: 10.17632/dwnpgydxp2
title: AI-BrazilVulnSense

description: This dataset contains geospatial data related to various environmental, infrastructural, and public health hazards. It includes indicators such as proximity to rivers, industries, and healthcare facilities, as well as environmental factors like land surface temperature and air pollution levels. The dataset is structured to support analyses in urban planning, disaster risk assessment, and environmental monitoring. By providing detailed spatial information, it enables researchers and policymakers to better understand and mitigate risks associated with flooding, industrial accidents, transportation hazards, and public health challenges.
DOI: 10.17632/hbfrttbfg8
title: Data for: Financial Transactions Through Banking Agency Selections in Thailand
DOI: 10.17632/pv9ss6dttg
title: Publicly Accessible Restrooms on Long Beach Island

description: Locations of publicly accessible spaces, often provided by borough or town officials, frequently go unadvertised and are left unrecognized. This data set presents public bathrooms listed by the Long Beach Island (LBI) Chamber of Commerce and the Long Beach Township Beach Patrol (2022). By combining the LBICOC data with data from the LBT Beach Patrol, it is possible to begin exploring the availability of publicly accessible utilities along barrier islands in NJ. The initial data sets were gathered from two main sources, and then combined. Long Beach Island Chamber of Commerce (2020) reported locations including shower, foot shower, and handicap accessible locations. Long Beach Township Beach Patrol reported locations in 2022 of restrooms provided by the Long Beach Township Borough. The data were then geocoded using Google My Maps and ArcGIS Online software for visualization. On LBI there are a total of 20 publicly accessible restrooms, averaging 3 locations per borough. Of these locations, 4 are porta potties and 16 are running water facilities. 5 locations also provide both outside showers, and foot showers. 16 of the 20 facilities are located on the ocean-side of LBI Boulevard, especially due to the higher number of parks and recreational spaces. 12 of the facilities are located on the south-side of the island, reflecting the higher population density of this area. It is unstated if any or all of the utilities are seasonally accessible. Geocoding publicly accessible lists into usable maps can make a major difference in the use of that information. In the case public restrooms, this information is now navigable and exact to locations that the public may not have been able to find otherwise. This improves improves the recognition of public health utilities, as well as brings attention to areas that may be lacking resources. Evaluation of publicly available utilities located on additional New Jersey barrier islands would be beneficial in assessing the demand equilibrium for such facilities in the state's coastal towns. More information about the extent of the facilities offered should be released by local governments along with a larger effort to increase public knowledge. The dataset on the locations of public bathrooms on LBI listed in a database available to download and access on Mendeley Data as an Excel .csv file format. Swensen, Shelby (2023), “Publicly Accessible Restrooms on Long Beach Island”, Mendeley Data, V1, doi: 10.17632/pv9ss6dttg.1 The online visualization generate from these data are available to view on the ArcGIS Online website: https://www.arcgis.com or on Google Maps: Public Restrooms on LBI
DOI: 10.17632/scngpytdf9
title: Remote scoring of a low-cost quantitative continuous measurement of movements in the extremities of people with Parkinson’s disease

description: Parkinson’s disease is one of the most prevalent neurodegenerative disorders, caused by the gradual degeneration of dopaminergic cells in the substantia nigra pars compacta. It ranks as the second leading cause of death in the United States, following Alzheimer’s disease. Diagnosis of Parkinson’s disease is primarily based on physical and neurological examinations, complemented by laboratory data and structured interviews. Motor symptoms are typically assessed through visual observation by trained raters, who evaluate patients from a distance while they perform motor tasks (Goetz CG, et al. Mov Disord 2008).

The use of the Movement Disorder Society Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) has proven to be highly effective due to its well-structured tasks administered to patients, allowing for a detailed quantification of motor symptom severity, which plays a crucial role in designing an appropriate treatment plan.

Traditionally, the MDS-UPDRS has been applied during in-person evaluations. However, due to global crises, there has been a growing need to transition to remote assessments.

In a remote rating session, six trained raters, certified by the Movement Disorder Society and located across different continents, evaluated the motor symptoms of five participants aged 66.2 ± 9.2 years (range: 55–76). These participants included individuals with Parkinson’s disease (ages 72 F and 76 M) and those with typical development (ages 55 M, 58 M, and 70 M).

The investigators conducted the session by sharing videos of the participants performing motor tasks via screen-sharing. The names and numbers of each test were announced prior to playing the videos for all participants. After each video session, the raters scored the following motor tasks: (3.17U: Rest tremor amplitude upper limbs, 3.17UC: Rest tremor amplitude upper limbs counting, 3.15PT: Postural tremor of the hands, 3.4FT: Finger tapping, 3.5HM: Hand movements, 3.6PS: Pronation-supination movements of the hands, 3.9U: Arising from chair upper limbs, 3.17L: Rest tremor amplitude lower limbs, 3.17LC: Rest tremor amplitude lower limbs counting, 3.7TT: Toe tapping, 3.8LA: Leg agility, 3.9L: Arising from chair lower limbs).

Following each rating session, a consensus conference was held to agree on a unified score for each test. In cases where there was no initial agreement, a discussion period was allowed to reach consensus.

This poster was presented at Neurology Exchange Virtual Conference, September 19-21, 2023, www.neurology-exchange.com
DOI: 10.17632/xkvfgzhnkm
title: Psychosocial Impact of Covid-19 Pandemic on School Educators' Mental Health and Role of Cognitive Competence in Coping with Such Adversities

description: The impact of psychosocial factors on the mental health of ordinary and professional people is normally a theme in various psychological and clinical studies but now it is more relevant due to the pandemic caused by Covid-19. This study was focused on the effect of different aspects of pandemics like job losses or salary cuts led to economic abuse, gender discrimination, teachinglearning paradigm shift, learning new skills, learning attitude, household workload, the expectation of family members, and responsibilities on educators' negative mental health and role of knowledge, skills, and abilities as components of cognitive competencies in coping and managing such adverse issues. Participants for the study were educators having an age range in early and middle adulthood. Statistical tools descriptive, correlational and regression analysis were used. Educators having high knowledge, skills, and abilities levels have managed this adversity up to some extent, but moderate cognitive competent educators were impacted more and faced negative mental health symptoms. Childhood self-esteem and high cognitive competencies give psychological strength to cope and manage mental health issues from routine stress to the natural disaster-caused negative impacts.
DOI: 10.6084/m9.figshare.5897269.v1
title: ROSES for Systematic Review Protocols

description: ROSES is a collaborative initiative with the aim of improving the standards of reporting in evidence syntheses in the field of environment. At the core of ROSES is a set of detailed state-of-the art forms for ensuring evidence syntheses report their methods to the highest possible standards. Here you can find information about how to use ROSES forms for review protocols and final reports, along with detailed guidance on how to use the forms and how they were developed and published.<br>ROSES forms will help review authors to ensure that all relevant methodological information is reported in their review, and will help editors and peer-reviewers to critique the reliability and validity of a review.<br>
DOI: 10.6084/m9.figshare.6445136.v2
title: campylobacter_mixtures_1.tgz

description: Campylobacter mixture samples from the mSWEEP paper, part 1 of 2.
DOI: 10.17632/732ngnf4r3
title: Test Images of Buried landmines 

description: 
This dataset contains thermographic and visible spectrum images of buried mines at different depths.