cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hxqbgr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Epipedobates flavopictus (Lutz, 1925)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028174-240626123714530/datasets/export for details.
DOI: 10.15468/dl.js9d7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fragaria vesca L."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028167-240626123714530/datasets/export for details.
DOI: 10.17632/x8jdhzsgxm.1
title: Why Assessment Feedback Persists as an Ongoing Challenge in Higher Education

description: Faculty and Admin survey results- Feedback on Assessment in Higher Education.
DOI: 10.17632/848m7rtb5t.1
title: Data for Accurate Prediction of Carbon Monoxide in Aqueous Solutions for Geological Sequestration Applications

description: Raw data for the paper "Accurate Prediction of Carbon Monoxide in Aqueous Solutions for Geological Sequestration Applications"
DOI: 10.5281/zenodo.10782489
title: Understanding Gait Alterations: Trunk Flexion and Its Effects on Walking Neuromechanics
DOI: 10.5281/zenodo.10782488
title: Understanding Gait Alterations: Trunk Flexion and Its Effects on Walking Neuromechanics
DOI: 10.5281/zenodo.12763511
title: Understanding Gait Alterations: Trunk Flexion and Its Effects on Walking Neuromechanics
DOI: 10.17632/7kcb5mn9kb.1
title: Investigating and comparing the antioxidant effects of pomegranate juice supplementation following one session of intense endurance and resistance exercises in overweight men

description: Hamideh Majd Mousavi
DOI: 10.17632/p5k5kp5nd3.1
title: BRICS Expansion and intra-bloc trade dynamics

description: Time series trade data for all BRICS countries
DOI: 10.17632/6pxwzzxt2k.1
title: Surface display of Lys0859, a Streptococcus suis prophage Lysin, on Bacillus subtilis spores and its antibacterial activity against Streptococcus suis

description: These data are the raw data for the “Surface display of Lys0859, a Streptococcus suis prophage Lysin, on Bacillus subtilis spores and its antibacterial activity against Streptococcus suis”article, including phenotype evaluation test data, antibacterial test data, and animal experiment data.
DOI: 10.17632/2gbs56tzpc.1
title: TBI MRI-Lipidomics

description: Code used to produce figures and tables of the Thomas et al. (2024) manuscript titled "Serum lipidome associates with neuroimaging features in patients with traumatic brain injury".
DOI: 10.17632/5wck88xj8g.1
title: INVESTIGATION OF OXYGEN SENSITIVITY OF HIGH-ENERGY BALL-MILLED TIO2-CEO2 MIXED OXIDES

description: The raw and processed data included in the paper entitled "Investigation of oxygen sensitivity of high-energy ball-milled TiOe-CeO2 mixed oxides" can be found here.
DOI: 10.17632/5wck88xj8g.2
title: Systematic investigation of the effect of high-energy ball-milling on the oxygen sensitivity of TiO2-CeO2 mixed oxides

description: The raw and processed data included in the paper entitled "Systematic investigation of the effect of high-energy ball-milling on the oxygen sensitivity of TiO2-CeO2 mixed oxides" can be found here.
DOI: 10.17632/5wck88xj8g.3
title: Oxygen sensitivity of titania-ceria mixtures treated in a high-energy ball mill: Potential for improved detection

description: The raw and processed data included in the paper "Oxygen sensitivity of titania-ceria mixtures treated in a high-energy ball mill: Potential for improved detection" can be found here.
DOI: 10.17632/mfxwrm428t.1
title: The data of pilot test and formal study in 'How do the night-time perceived leisure benefits affect the emotional well-being of urban residents? A case study from Old Bund in Ningbo, China.'

description: This dataset includes data from valid samples in both the pilot test and the formal study.
DOI: 10.17632/nxpwv6m3vx.1
title: Opium for development: Marxist analysis of foreign direct investment in the Open Balkan

description: The outcome variables used in this study represent indicators of economic dependency developed by Marxist scholars, in particular investment dependency, the penetration by foreign capital, debt dependence, and dependence on foreign credit. These indicators are complemented with indicators of trade and external balance as well as with indicators of labour force exploitation in line with the preceding discussion. The key explanatory variable uses two metrics for FDI: as FDI net flows and as FDI stocks, both expressed as a share of GDP. It is assumed that FDIs produce no impact on, or are negatively correlated with, the outcome indicators of dependency (contrary to what mainstream economics suggests the FDI outcome should be. This implies that for some variables the relationship may be positive: FDIs are expected to increase the FDI outflows, FDI share of GDI, and total debt service. In addition, we introduce a number of control variables to control for extraneous factors that could otherwise distort the relationship between the explanatory variable and the outcome variables. These include the volume of trade to control for trade openness, total unemployment to control for the reserve army of labour, and good governance measured by control of corruption. 
In addition, the study uses one dummy control variable, the EU economic cycle measured in the change of GDP where 1 indicates recession or decelerating growth (0 otherwise). The cycle variable is introduced to control for the variation in capital inflows. It is hypothesised that economic downturns in the centre may affect the indicators of dependency by creating incentives for more value extraction to compensate for the declining rate of profit in the centre. 
To sum up, it is expected that the explanatory variables are either uncorrelated or negatively correlated with the outcome variables, except for control of corruption, which according to conventional theory, should improve the development outcomes and, by definition, mitigate the negative consequences of dependency. Findings show that FDI facilitates value transfer and capital disaccumulation in these countries through increasing external budget deficits, capital outflows, and crowding out domestic investment. Specifically, a 1% increase in FDI inflows correlates with a 0.30% GDP decrease in the external balance, a 0.13% GDP increase in FDI outflows, and a 3.75% reduction in domestic investment's share of total gross domestic investment. The research supports the Marxist dependency theory, indicating that foreign financial flows to peripheral countries aim to extract and transfer economic surplus.
DOI: 10.17632/vxnyysk9vc.2
title: Type-2 Diabetes (Bangladeshi Patients)

description: This dataset comprises data collected from the Pabna Diabetes Hospital, Pabna, Bangladesh, as part of a study aimed at developing predictive models for accurately classifying diabetes patients using machine learning (ML) and deep learning (DL) techniques. The dataset is notable for its diverse demographic representation, making it valuable for training robust ML models.

Data Collection:
- Source: Pabna Diabetes Hospital, Pabna, Bangladesh.
- Method: Retrospective collection.
- Anonymization: All data underwent rigorous anonymization to ensure confidentiality and privacy.
- Informed Consent: Obtained from all participants following the ethical guidelines of the Pabna Diabetes Hospital (Ref No.: CERT/PADAS/PAB-64).

Dataset Composition:
 - Total Participants: 465 female patients aged 21 years or older.
 - Diabetic Patients: 373
 - Non-Diabetic Patients: 92
 - Patients with Serum Insulin Data: 131
 - Patients without Serum Insulin Data: 334
 - Patients with Genetic Predisposition: 293
 - Patients without Genetic Predisposition: 172

Variables:
- Number of pregnancies
- Age
- BMI (Body Mass Index)
- Systolic and Diastolic Blood Pressures
- Genetic Information
- Serum Insulin Levels
- Triceps Skinfold Thickness
- Plasma Glucose Concentration (after 2 hours in an oral glucose tolerance test)
- Diabetes Status (Diabetic or Non-Diabetic)

Research Implications:
The dataset supports the development and validation of ML and DL models for diabetes classification, leveraging local healthcare data to enhance model generalization across diverse populations.

Publication Reference:
M.S. Reza et al., "Heliyon," 10 (2024): e24536.
DOI: 10.17632/rwpx5p8szp.1
title: Research Data Equilibria Mode

description: Research Paper on economic development model
DOI: 10.15468/dl.xcag6k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen, Human Observation)",
 "TaxonKey is Leptodactylus paraensis Heyer, 2005"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028175-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26321551
title: Raw Data Anthocyanins

description: <b>Abstract: </b>This study evaluates the comprehensive biological activities of anthocyanins isolated from Andean blueberry (<i>Vaccinium floribundum Kunth</i>) and Andean blackberry (<i>Rubus glaucus Benth</i>), focusing on their antimicrobial, antioxidant, antitumoral, anti-inflammatory, and hemolytic properties. Chemical characterization revealed significant anthocyanin content with complex mass spectrometric profiles indicating diverse glycosylation patterns, which might influence their bioactivity. The antimicrobial assays demonstrated that the extracts were particularly effective against Gram-positive bacteria, with minimal inhibitory concentrations (MICs) as low as 1 mg/mL for <i>Rubus glaucus</i>, indicating strong potential for therapeutic use. The berries' antioxidant capacity was assessed and found to be substantial, though slightly lower than that of ascorbic acid. Furthermore, the extracts exhibited notable antitumoral activities in various cancer cell lines, showing promise as adjunctive or preventative treatments against cancer. The anti-inflammatory effects were confirmed by inhibiting nitric oxide production in macrophage cells, highlighting their potential in managing inflammatory diseases. Regarding hemolytic activity, <i>Rubus glaucus</i> displayed dose-dependent hemolytic activity due to anthocyanins and phenolics, while <i>Vaccinium floribundum</i> showed no significant hemolytic activity, confirming its safety. These findings suggest that anthocyanins from Andean berries possess potent biological activities that could be harnessed for multiple health benefits in pharmaceutical and nutraceutical applications. Further studies are warranted to isolate specific bioactive compounds and explore their synergistic effects in clinical and real-world scenarios.
DOI: 10.6084/m9.figshare.26321551.v1
title: Raw Data Anthocyanins

description: <b>Abstract: </b>This study evaluates the comprehensive biological activities of anthocyanins isolated from Andean blueberry (<i>Vaccinium floribundum Kunth</i>) and Andean blackberry (<i>Rubus glaucus Benth</i>), focusing on their antimicrobial, antioxidant, antitumoral, anti-inflammatory, and hemolytic properties. Chemical characterization revealed significant anthocyanin content with complex mass spectrometric profiles indicating diverse glycosylation patterns, which might influence their bioactivity. The antimicrobial assays demonstrated that the extracts were particularly effective against Gram-positive bacteria, with minimal inhibitory concentrations (MICs) as low as 1 mg/mL for <i>Rubus glaucus</i>, indicating strong potential for therapeutic use. The berries' antioxidant capacity was assessed and found to be substantial, though slightly lower than that of ascorbic acid. Furthermore, the extracts exhibited notable antitumoral activities in various cancer cell lines, showing promise as adjunctive or preventative treatments against cancer. The anti-inflammatory effects were confirmed by inhibiting nitric oxide production in macrophage cells, highlighting their potential in managing inflammatory diseases. Regarding hemolytic activity, <i>Rubus glaucus</i> displayed dose-dependent hemolytic activity due to anthocyanins and phenolics, while <i>Vaccinium floribundum</i> showed no significant hemolytic activity, confirming its safety. These findings suggest that anthocyanins from Andean berries possess potent biological activities that could be harnessed for multiple health benefits in pharmaceutical and nutraceutical applications. Further studies are warranted to isolate specific bioactive compounds and explore their synergistic effects in clinical and real-world scenarios.
DOI: 10.6084/m9.figshare.26321554
title: Table_5_to_8.xlsx

description: Admixture Analysis
DOI: 10.6084/m9.figshare.26321554.v1
title: Table_5_to_8.xlsx

description: Admixture Analysis
DOI: 10.17632/k56yw32mgv.1
title: Model Results for 'Deep Learning Forecast and Physical Interpretation of Semidiurnal Internal Tides from the Mariana Arc'

description: Model Results for 'Deep Learning Forecast and Physical Interpretation of Semidiurnal Internal Tides from the Mariana Arc'
DOI: 10.15468/dl.scbvwn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028172-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.3733596
title: Surface elevation change for Khumbu Glacier, 1984–2015

description: Digital Elevation Model (DEMs) of Difference showing the change in surface elevation of Khumbu Glacier, Nepal, between 1984–2015 and 2000–2015 derived through the differencing of high-resolution DEMs generated from 0.5 m ground resolution aerial photographs (1984 CE) and WorldView-1 and WorldView-2 imagery with a spatial resolution of 0.46 m (2015 CE).
DOI: 10.5281/zenodo.3733597
title: Surface elevation change for Khumbu Glacier, 1984–2015

description: Digital Elevation Model (DEMs) of Difference showing the change in surface elevation of Khumbu Glacier, Nepal, between 1984–2015 and 2000–2015 derived through the differencing of high-resolution DEMs generated from 0.5 m ground resolution aerial photographs (1984 CE) and WorldView-1 and WorldView-2 imagery with a spatial resolution of 0.46 m (2015 CE).
DOI: 10.60635/c3159c
title: A PALYNOLOGICAL ZONATION FOR THE NEOGENE OF THE SOLIMÕES/AMAZON BASIN, NORTHWESTERN AMAZONIA SUPPLEMENTARY DATASE

description: dataset for A PALYNOLOGICAL ZONATION FOR THE NEOGENE OF THE SOLIMÕES/AMAZON BASIN, NORTHWESTERN AMAZONIA. it containsSupplementary File 1. Dataset containing the counts of 152 taxa used in the biostratigraphic analysis. The counts include the site and stratigraphic level where the counts come from.Supplementary File 2. R code for importing CONOP data.Supplementary File 3. Files containing the line of correlation (LOC) of each section versus the composite section.Supplementary File 4. Input file to be uploaded into R-GraphCor and contains the complete graphic correlation project, including the line of correlation (LOC) of each section and the composite section.Supplementary File 5. R-GraphCor, the set of functions in R to perform graphic correlation. To run it, simply dump the file into R.Supplementary File 6. Sequence of events of the composite section organized in alphabetic order.Supplementary File 7. R-code to transform any composite unit of the Amazonian CS into geological time by using the LOC of Amazonia vs Llanos and then the time calibration of the Llanos zonation (Jaramillo et al. 2011).
DOI: 10.3886/e208007v2
title: Career and Technical Education Alignment Across Five States

description: We
describe alignment between high school career and technical education (CTE) and
local labor markets across five states—Massachusetts, Michigan, Montana,
Tennessee, and Washington. We find that CTE is partially aligned with local
labor markets. A 10-percentage-point higher share of local jobs related
to a CTE career cluster is associated with a 3-point higher rate of CTE
concentration in that cluster. Women
and students from racial or ethnic minority groups are better aligned with
local employment than men, in part due to their selection of CTE fields like
Education & Training, Health Science, and Hospitality & Tourism, which
correspond with a large portion of the workforce in almost every metro area. We
find more limited evidence of dynamic, short-term adjustments in CTE after
changes in local labor markets. A small degree of realignment lags the labor
market by two-to-three years and is only observed following changes in
college-level employment.

<br>
description: Twelfth grade career and technical education students in public schools.Total employment by metro/nonmetro area, year, and occupation<br>. Smallest Geographic Unit: BLS metropolitan or nonmetripolitan area
DOI: 10.60635/c3wc7f
title: A PALYNOLOGICAL ZONATION FOR THE NEOGENE OF THE SOLIMÕES/AMAZON BASIN, NORTHWESTERN AMAZONIA SUPPLEMENTARY DATASET

description: dataset for A PALYNOLOGICAL ZONATION FOR THE NEOGENE OF THE SOLIMÕES/AMAZON BASIN, NORTHWESTERN AMAZONIA. it containsSupplementary File 1. Dataset containing the counts of 152 taxa used in the biostratigraphic analysis. The counts include the site and stratigraphic level where the counts come from.Supplementary File 2. R code for importing CONOP data.Supplementary File 3. Files containing the line of correlation (LOC) of each section versus the composite section.Supplementary File 4. Input file to be uploaded into R-GraphCor and contains the complete graphic correlation project, including the line of correlation (LOC) of each section and the composite section.Supplementary File 5. R-GraphCor, the set of functions in R to perform graphic correlation. To run it, simply dump the file into R.Supplementary File 6. Sequence of events of the composite section organized in alphabetic order.Supplementary File 7. R-code to transform any composite unit of the Amazonian CS into geological time by using the LOC of Amazonia vs Llanos and then the time calibration of the Llanos zonation (Jaramillo et al. 2011).
DOI: 10.15468/dl.7j4xh8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 {
 "or" : [
 "InstitutionKey is not null",
 "CollectionKey is not null"
 ]
 },
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Living Specimen, Material citation)"
 ]
 },
 "TaxonKey is one of (Sphaerodactylus difficilis Barbour, 1914)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028177-240626123714530/datasets/export for details.
DOI: 10.17632/5ssr25z493.1
title: Valid and invalid foot contacts on force platforms during gait analysis - A dataset for automated classification

description: Background
The incorporation of force platform data, i.e., ground reaction force (GRF) and center of pressure (COP), in biomechanical gait analysis requires valid foot contacts on the force platforms. Foot contacts are considered valid if the foot has complete and exclusive contact with a force platform while the other foot does not touch this force platform. Compliance with these criteria is usually assessed subjectively by visual inspection by the person conducting the gait analysis.

Research question
Can the assessment to distinguish between invalid and valid foot contacts on a force platform during gait analysis be automated using a machine learning model?

Methods
Twenty healthy participants (10 female and 10 male) underwent gait analysis using GRF and COP measurements during the stance phases on one force platform (Kistler, Switzerland). Six typical cases of invalid foot
contacts in force platform measurements were simulated, with simple and diffcult valid and invalid foot contacts recorded in each case. Each measurement was classified by two examiners through visual inspection and two video recordings (Qualisys, Sweden) of the lower body. A Support Vector Machine (SVM) was trained to distinguish valid and invalid foot contacts on the force platform based on preprocessed GRF and COP time-series signals. different combinations of GRF and COP data as input to the SVM were evaluated.

Results
Using a combination of anterior-posterio and medio-lateral COP as input to the SVM achieved the highest accuracy of 96.6% (100% of simple cases and 93.2% of diffcult cases).

Significance
The development of an automated classification model based on machine learning has the potential to enhance the precision of foot contact assessments on force platforms during gait analysis. This can benefit experimental procedures by improving the quality of data and increasing the usability of (publicly) available datasets through simplified data cleaning.

Keywords:
ground reaction force, GRF, center of pressure, COP, support vector machines, SVM, pattern recognition

Published Dataset
The data collected for this study is shared publicly for reproducibility and as a benchmark for similar approaches. The .c3d files contain the raw, unprocessed analog force plate data (Kistler 9287CA, 60x90cm, 400Hz). The pre-processed data is shared as .csv file(s) - either separated by channel or all in one file. The recorded videos cannot be published for data privacy protection reasons. The metadata for each subject and each study is also available in .csv format.
DOI: 10.17632/vgd8fb98vr.1
title: PARP1-driven repair of topoisomerase IIIa DNA-protein crosslinks by FEN1

description: Uncropped Western blot Images
DOI: 10.17632/3hrtt3shm4.1
title: A set of data on the effect of a nano-modified additive on cement-sand mortar for brickwork in a dry, hot climate

description: This article contains data on the effect of a nano-modified additive on the rheological, physical and strength properties of cement-sand mortar for brickwork in a dry hot climate. The data were obtained under production conditions at five construction sites in Al Muthanna province in southern Iraq. Based on the analysis of observational data, defects have been identified that have a different effect on the quality of brick structures being erected. The decrease in the quality of structures is due to the fact that with low mobility of the mortar mixture, the brick is laid with uneven contact with the mortar over the contact area. To improve the quality of building structures by improving the adhesion between mortar and brick, additives have been used to obtain mortar mixtures with specified properties. The nano-modified additive consists of a superplasticizer, amorphous nanomodified silicon dioxide, an air-entrapping additive and a retarder for the setting and hardening time of Portland cement. A characteristic feature of the effect of the additive components on the cement-sand mortar is the presence of pronounced relevant dosage ranges of the components, which ensure an increase in water retention, mobility and workability of the mortar, as well as an adjustable setting time and strength.
DOI: 10.17632/7wy65833v5.1
title: Dataset for Marine emissions of methanethiol increase aerosol cooling in the Southern Ocean - Wohl et al., 2024 - SA

description: Data used in "Marine emissions of methanethiol increase aerosol cooling in the Southern Ocean" - Wohl et al., 2024 - Science Advances.
DOI: 10.17632/tkfpkcxmft.1
title: Self-efficacy in math and STEM classes choices

description: Examination of the impact of creative self-efficacy in mathematics on high school students' STEM class choices, with a focus on gender differences. Using data from 185 eighth-grade students in Mazovian Voivodship, Poland, it explores the relationships between creative personality traits, math skills, academic performance, and creative self-efficacy.