cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5340808.v1
title: The second titanosaurian (Dinosauria: Sauropoda) from the middle Cretaceous Galula Formation, southwestern Tanzania, with remarks on African titanosaurian diversity

description: The paleobiogeographic significance of continental Africa during the middle and Late Cretaceous is not well understood, in part due to incomplete sampling from large portions of the landmass during these intervals. Intensified field efforts in the Galula Formation exposed in southwestern Tanzania have revealed a diverse vertebrate fauna, including the novel titanosaurian <i>Shingopana songwensis</i>, gen. et sp. nov., described herein. Based on a left angular, cervical vertebrae, cervical and dorsal ribs, a left humerus, and a partial left pubis, <i>Shingopana</i> exhibits morphology indicating affinities with the Late Cretaceous aeolosaurine titanosaurians of South America. The bulbous expansion of the cervical vertebral neural spine is similar to the condition in <i>Bonitasaura salgadoi, Overosaurus paradasorum</i>, and <i>Trigonosaurus pricei</i>. The dorsal ribs of <i>Shingopana</i> also present proximal anterior and posterior flanges that previously were proposed to be unique to <i>Overosaurus</i>. Furthermore, <i>Shingopana</i> is diagnosed by a divided spinoprezygapophyseal lamina in the middle-to-posterior cervical vertebrae. Parsimony and both uncalibrated and tip-dated Bayesian phylogenetic approaches support <i>Shingopana</i> as the first African titanosaurian that is closely related to aeolosaurines. Comparisons with other African titanosaurians, such as the co-occurring <i>Rukwatitan bisepultus</i> and geographically proximate <i>Malawisaurus dixeyi</i>, suggest that southern African forms represent diverse taxa rather than forming a monophyletic group. Moreover, southern African forms exhibit stronger affinities with South American clades than with representative northern African form, suggesting that tectonically driven separation of the two landmasses may have influenced the development of progressively isolated southern African faunas throughout the Cretaceous.
DOI: 10.6084/m9.figshare.7194194.v1
title: Additional file 4: of Data integration by multi-tuning parameter elastic net regression

description: Listing of features that have more chance to be selected by MTP EN in AML and PRAD datasets. (DOCX 29 kb)
DOI: 10.17632/my84g8d55b
title: Pharmacokinetic Profiling of Anisomelic Acid and Ovatodiolide

description: This dataset contains comprehensive pharmacokinetic data and related experimental results for the evaluation of two cembranoid diterpenoids, Anisomelic Acid (AA) and Ovatodiolide (OVT). These compounds, derived from Anisomeles malabarica, were analyzed for their solubility, stability, metabolic profiles, permeability, and acute toxicity in vivo. The data includes kinetic solubility, liver microsomal stability assays, MDR1-MDCK II permeability studies, in vivo pharmacokinetics, and metabolite identification. 

This dataset supports the findings of the manuscript titled:
"Pharmacokinetic Profiling of Naturally Derived Cembranoids: Anisomelic Acid and Ovatodiolide."

Key components:

Kinetic solubility and stability data.
Bi-directional permeability results.
Liver microsomal metabolic stability profiles.
In vivo pharmacokinetic parameters (IV and TD routes).
Metabolite identification through LC-MS/MS.

Ethical Compliance:
All experiments were conducted in accordance with EU Directive 2010/63/EU and Finnish national guidelines, with ethical approvals (license numbers: ESAVI/10594/2022 and ESAVI/35183/2022).

Keywords:
Anisomelic Acid, Ovatodiolide, Pharmacokinetics, Solubility, Metabolism, Toxicity, MDR1, LC-MS/MS, Oncology.
DOI: 10.6084/m9.figshare.17232491.v2
title: The global map of tree species richness

description: <strong>Estimated tree species richness per hectare. </strong> This map can be downloaded in two formats. One is a geoTIFF file (S_mean_raster.tif) containing the fully geo-referenced map of tree species richness worldwide at a 0.025°×0.025° resolution. The other is a comma-separated file (S_mean_grid.csv) with the following attributes: <em>S</em> is local average tree species richness per hectare <em>x, y</em> are centroid coordinates of all 0.025°×0.025° pixels;
DOI: 10.6084/m9.figshare.28341953.v1
title: Follow up of pregnant women with previous cesarean delivery in Rwanda_dataset_csv.csv

description: This study evaluated the contribution of the active follow up intervention on reducing emergency cesarean deliveries (CDs) among pregnant women with prior CDs in Rwanda.
DOI: 10.6084/m9.figshare.7069838.v2
title: Kategorien subjektiver Definitionen von Lehrkräften zu Inklusion [Categories to Describe Teachers’ Subjective Definitions of Inclusion]

description: Bislang existieren im wissenschaftlichen Diskurs sehr unterschiedliche Verständnisse und vielerlei Definitionen von Inklusion. Auch aus der Perspektive von Lehrkräften dürften uneinheitliche subjektive Verständnisse von Inklusion vorliegen. Subjektive Definitionsweisen von Lehrkräften zu Inklusion wurden in der Forschung bislang wenig berücksichtigt, obwohl Alltagstheorien in der Praxis als handlungsleitender gelten, als wissenschaftliche Theorien. Das vorliegende Kategoriensystem zeigt auf, aus welchen inhaltlichen Elementen sich die subjektiven Definitionen von Lehrkräften zum Begriff „Inklusion“ zusammensetzen. Zur Entwicklung des Kategoriensystems wurden die als Antworten auf ein entsprechendes offenes Item („Definieren Sie Inklusion in Ihren eigenen Worten.“) vorgenommenen Definitionen einer Stichprobe von 182 Lehrkräften durch eine induktive, qualitative Inhaltsanalyse in drei Reduktionsschleifen auf die vorliegenden 27 Kategorien (κ = 0.85) reduziert, und in 9 Dimensionen (κ = 0.89) verdichtet. <br><br>A review of the academic scholarship provides many different understandings and various ways to define and operationalize inclusion. It stands to reason that practitioners like teachers also have inconsistent concepts of inclusion. Although there is some evidence, that the association between behavior and subjective understandings or beliefs of teachers is stronger than the relationship between academic theories and teachers’ behavior, there is a lack of research on teachers’ subjective definitions of inclusion. The system of categories shows which content-related elements compose teachers’ subjective definitions of inclusion as a concept. A subsample of 182 teachers completed an online survey and answered the open-ended item “Define Inclusion in your own words.”. The data was analyzed using an inductive qualitative content analysis. Through three iterations of the analysis the answers were summarized in 27 categories (κ = 0.85) which could be categorized by 15 dimensions (κ = 0.89).<br><br>
DOI: 10.17608/k6.auckland.4264520.v1
title: Data Files - TCoA-IIIA Primary Schools

description: The SPSS data file containing all data collected from the TCoA-IIIA questionnaire administered in 2001 for primary schools. <br>The AMOS data file is the confirmatory factor analysis input for the primary school TCoA-IIIA data set. <br>Results were published in:Brown, G. T. L. (2006). Teachers’ conceptions of assessment: Validation of an abridged instrument. <i>Psychological Reports, 99</i>(1)<i>, </i>166-170<i>. </i>doi: 10.2466/pr0.99.1.166-170
DOI: 10.17632/8rrk4vvtd9
title: Evaluating the efficacy and safety of biologic and oral drugs for refractory chronic spontaneous urticaria: systematic review and network meta-analysis

description: NMA supplementary materials
DOI: 10.17632/c5vkx62xms
title: Universal Basic Income Data (1996-2020)

description: The Universal Basic Income dataset, which was indexed Scopus from 1996 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, index keywords, reference, correspondence address, editors, publisher, conference name, conference data, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/pxrnvp4yy8
title: Handwritten Devanagari Characters - Vowels and Numerals (38,750 Isolated images + 9,200 Isolated images)

description: This article presents handwritten isolated characters of the Devanagari script. Devanagari script contains ten numerals, 13 vowels, and 33 consonants. Devanagari Character dataset includes 23 different characters of numerals and vowels. 2400 handwritten samples are collected for each of the numerals and 1400 for each vowel. Collected samples are digitized and pre-processed and an additional 400 samples are collected for testing purpose under different environment. During pre-processing, images with noise are removed. In this context, a final dataset of 38,750 images were included, where 2,250 and 1,250 samples for each numeral and vowel, respectively for dataset_1 and 9,200 images were included, where 400 images of each character are extracted for dataset_2. The data is available in images and comma-separated-values, along with attached labels. The dataset could be used for Optical Character Recognition research and deep learning. In India, the Devanagari script is the base script on which 120+ languages are evolved; hence this dataset serves as the base for Machine Learning research in these languages
DOI: 10.6084/m9.figshare.21991961.v1
title: R code and raw data

description: Code and raw data
DOI: 10.6084/m9.figshare.24063777.v3
title: Tmsk building dataset

description: The obtained raw data were stitched and radiometrically corrected. The buildings were labeled by manual decoding, and the building area of less than 5% was removed. The final Tmsk Building dataset is 1,323, randomly divided into 1,058 training sets, 132 validation sets, and 133 test sets.
DOI: 10.6084/m9.figshare.25908586.v3
title: <b>Phase-Transition variations in Granular Materials under Multi-Period Vibrations: Implications for Triggering Landslides after Multiple Earthquakes</b>

description: Despite extensive research on the seismic responses of landslides triggered by single earthquakes, there is a lack of understanding of the seismic responses of landslides due to earthquake sequences and multiple earthquakes, and the mechanisms of dynamic weakening under multiple earthquakes still lack support from experimental results. We conducted multi-period vibrations ring-shear experiments to explore the seismic response characteristics. The experimental results showed that as the vibration period increased, post-vibration slip occurred, then gradually increased, and finally accelerated the instability. The granular medium phase transitioned from solid-semi solid to liquid. We then analyzed the changes in shear modulus under multi-period vibrations using a dynamic triaxial-bender system; the shear modulus progressively weakened with successive periods of vibrations. The amplitude of multi-period vibrations, the vibration time, and the interval time between two periods of vibration had important influences on the instability. Our study is helpful in understanding how multiple earthquakes trigger landslides.
DOI: 10.6084/m9.figshare.9873287.v1
title: Eriz data

description: The folder contains the landslide inventory data (landslide.xlsx), the rainfall time series of the triggering storm (rainfall.xlsx), the DEM (dem.txt), and the map of forest (forest.txt) in the Eriz catchment, Switzerland. The recorded landslide attributes include: coordinates and elevation (measured at the top of each landslide), average slope, maximum width, maximum length, area, and volume. The triggering rainfall storm lasted for 150 minutes from 3.00 pm to 5.30 pm on 4 July 2012. Rainfall intensity at each minute is recorded in the rainfall.txt file. The DEM and forest map are projected to the spatial reference of CH1903_LV03. A value of 1 in the forest.txt file represents meadow/bare soil and a value of 2 represents forest.
DOI: 10.17632/7xsgxz98gj
title: Analysis of the coverage and discourse of the Sustainable Development Goals and the 2030 Agenda in the Spanish digital press (2015-2022)

description: Introduction: This research offers a longitudinal view of the coverage, as well as the main characteristics of the discourse on the SDGs and the United Nations 2030 Agenda, after analysing the ten digital newspapers with the highest readership in Spain. Methodology: A quantitative and descriptive approach of the news items that mention this topic was carried out, followed by an interpretative analysis of the content of the full texts and, finally, a semantic analysis and text mining. Results: It is observed that the number of news items mentioning this issue has increased by more than 1000%, setting 2020 as a turning point from which the coverage of this issue has become generalised in the media agenda. Despite this increase, news content featuring the SDGs and the 2030 Agenda has been decreasing to minimum levels. In terms of discourse, the results reveal that the terms most associated with 'SDG_2030Agenda' are 'UN', 'government', 'policies' and 'country'. The first three also appear in the associative analysis. In addition, four thematic groups are identified with terms that relate to: 'Global issues', 'UN', 'Institutional' and 'SDG Goals and Targets' Discussion: The data show that, despite the increase in the number of news items, the prominence of this initiative has been inversely proportional. Conclusions: Content about the UN plan gives greater prominence to compliance by governments and institutions than to the content of the goals themselves.
DOI: 10.17632/kbt8xt3678
title: Ransomware/Benignware System Calls

description: This is a collection of System calls of 270 Ransomware of different family and 270 Benignware of various categories. This data is collected by running the collected samples in Windows 10 within a virtual machine using API Monitor. The  dataset contains the following files :
1-	List of Ransomware.xlsx : List of Ransomware Hash
2-	List of Benign applications.xlsx : List of Benignware
3-	dataset - System calls.zip: The collected System calls
4-	dataset - output.csv : The output vector
5-	Ransomwares Syscall CSV : The collected raw system calls of Ransomware
DOI: 10.6084/m9.figshare.24603234.v2
title: No.1 National-scale 10-m maps of cropland use intensity in China during 2018-2023

description: There were three groups of national-scale datasets on cropland use intensity over conterminous China during the study period (2018-2023). The first group of datasets was the cropland use intensity dataset for each year. Five 10-m national scale cropland use intensity maps (ChinaCUI10m) were provided for China during 2018-2023. The second group of datasets was the newly derived 10-m cropland dataset (ChinaCropland10m) based on historical cropping activities. The historical cropland use intensity during 2018-2023was summarized and the ChinaCropland10m was produced through discarding pixels with values of zero (cropland should be actively cropped for at least once during the past five years). The third group of datasets was the degree of intensification revealed by averaged cropland use intensity (ChinaMeanCI10m) based on historical CUI datasets in China during 2018-2023. The datasets are available at the Figshare repository in a Geotiff format. The dataset is provided in ESPG: 4326 (WGS_1984) spatial reference system.
DOI: 10.6084/m9.figshare.27899706.v1
title: adventureworks_2022_denormalized.csv

description: The CSV data from existing Kaggle Dataset named Adventure Works 2022 by Algorismus was normalized and had 7 individual csvs. The Sales table was a fact table which joined other dimensions. The data was loaded on a sqllite database and transformed into a single table. The final de-normalized table was exported as a single csv for further research.Source - https://www.kaggle.com/datasets/algorismus/adventure-works-in-excel-tables/data
DOI: 10.17605/osf.io/7varg
title: Development of a VEGF-activated scaffold with enhanced angiogenic and neurogenic properties for chronic wound healing applications - Data

description: Abstract: Chronic wounds remain in a state of disrupted healing, manifest by impeded neurite outgrowth from injured nerves and poor development of new blood vessels by angiogenesis. Current therapeutic approaches primarily focus on the restoration of vascularization and overlook the need of nerve regeneration for complete healing. Vascular endothelial growth factor (VEGF) is a critical growth factor supporting angiogenesis in wound healing, promoting vascularization and has also demonstrated neuro-protective capabilities in both central, and peripheral nervous system. While the delivery of pro-regenerative recombinant growth factors has shown promise, gene delivery offers greater stability, reduced off-target side effects, diminished cytotoxicity, and lower production costs. In this context, the overarching goal of this study was to develop a VEGF-activated scaffold with the potential to provide a multifaceted response that enhances both angiogenesis and nerve repair in wound healing through the localized delivery of plasmid encoding VEGF (pVEGF) encapsulated within the GET peptide system. Initially, delivery of pVEGF/GET nanoparticles to dermal fibroblasts led to higher VEGF protein expression without a compromise in cell viability. Transfection of dermal fibroblasts and endothelial cells on a gene-activated collagen-GAG scaffold resulted in enhanced VEGF expression, improved endothelial cell migration and organization into vascular-like structures. Finally, the VEGF-activated scaffolds consistently displayed enhanced neurogenic ability through improved neurite outgrowth from neural cells in in vitro and ex vivo models. Taken together, the VEGF-activated scaffold demonstrates multifaceted outcomes through the induction of pro-angiogenic and neurogenic responses from dermal, vascular and neural cells, illustrating the potential of this platform for the healing of chronic wounds.
DOI: 10.17632/2w4g8vbd6j
title: Data for: Trends of sea-level rise effects on estuaries: A quali-quantitative synthesis in toward for a simple general model to estimate future saline intrusion in estuaries

description: This dataset stores the data used to obtain the results (Table 1) and the scripts developed in R for each result. The table presented brings together the categories created from the articles retrieved in the search carried out for the systematic review. For more information read the methodology in the original paper.
DOI: 10.6084/m9.figshare.25125356.v4
title: <b>raw_data_IFNa_</b><b>induces_CCR5</b>

description: The treatment for HIV is called antiretroviral therapy (ART), which involves taking a combination of HIV medicines every day. ART cannot cure HIV but allows individuals to live longer, healthier lives. Treatment interruption can lead to relapse, but immune processes involved in relapse are not well understood. Some people with HIV are so-called elite controllers, who have a natural immunity to the virus and cope with HIV infection without needing treatments. Here, we compared the immune responses between elite controllers and individuals whose HIV medicines were interrupted. We demonstrate that IFNα, a small protein with an important role in controlling white blood cells, is produced in excess at the beginning of HIV infection and at levels that persist, resulting in poor HIV control without therapy.
DOI: 10.17632/5gww3pgbj3
title: Data S1. Evaluation of Fluoxetine in Overall Survival of GBM Patients Using Electronic Medical Records from The IBM MarketScan Dataset

description: The potential therapeutic benefit of fluoxetine with standard of care treatment was evaluated in GBM patients cohort using electronic medical records from the IBM MarketScan Dataset (2003-2017). GBM Patients with two other SSRIs, citalopram and escitalopram, were used as controls. The dataset includes six figures: data S1 Figures 1-6 which provide more details of the data overview, data extraction pipeline, exclusion criteria, enrichment for GBM patients, statistical analyses, and results.
DOI: 10.17632/9skghw3xp4
title: Two Photon Lithography Additive Manufacturing: Video Dataset of Parameter Sweep of Light Dosages, Photo-curable Resins, and Structures

description: This data-set contains raw and processed videos of two-photon lithography additive manufacturing processes for various parameters such as light dosages, photo-curable resins, and structures
DOI: 10.6084/m9.figshare.16372509.v1
title: Minimum temperature (Spatial downscaling of PISCOt v1.1)

description: Gridded minimum temperature during 1981-2016 (daily) at 0.01° for Peru. This is a downscaled version of PISCOt v1.1 (https://bit.ly/3tZZ0iA)
DOI: 10.6084/m9.figshare.22654060.v1
title: Dataset: Food web energy fluxes, energy transfer efficiency and diversity respond distinctively to pollution and water diversion in rivers

description: Datasets and code used to conduct the principal analyses described in the main body of de Guzman et al. 2023 (DOI: 10.1111/fwb.14215). A study was conducted to assess the effects of water diversion, pollution and their interaction on stream food webs structure and on ecosystem functioning by selecting 4 streams differing in their water pollution level (in a range from low to moderate pollution) and with a similar water diversion scheme consisting of a low weir.
DOI: 10.17632/ccn43vxdjg
title: Information Sharing in Financial Markets

description: This folder contains the files that generate numerical examples in the paper "Information Sharing in Financial Markets" (Goldstein, Xiong, Yang)
DOI: 10.17632/sj776jbk7m
title: Observed Drag Coefficient Asymmetry in Tropical Cyclone

description: This dataset includes the raw data and the processed data.
DOI: 10.17632/xm3njtmpmd
title: Modular Gas-Regulation System for Generating Hypoxia Chambers Capable of Regulating Oxygen and Carbon Dioxide Partial Pressures

description: 3-zone hypoxia chamber with independent control of oxygen and carbon dioxide partial pressure. The construction of this chamber and the electronic controllers that maintain the experimentally set oxygen and carbon dioxide partial pressure is available at HardwareX or by contacting mlockett@unc.edu.
DOI: 10.6084/m9.figshare.22692550.v1
title: kgkk data & kgkk.do

description: A statistical Data analysis and its syntax in stata file format.
DOI: 10.6084/m9.figshare.25836541.v1
title: Dataset (themes and sub-themes) of the study on the perspectives of LEAP beneficiaries and officials on the impact of the LEAP programme

description: This is the dataset (themes and sub-themes) of the study on the perspectives of LEAP beneficiaries and officials on the impact of the LEAP programme conducted between April 2023 and August 2023 in 16 regions of Ghana.
DOI: 10.17632/3mk7rrmmw2
title: A study of an English e-learning course for improving student learning performance in higher education

description: Supplementary Material
DOI: 10.6084/m9.figshare.3102208.v3
title: Migration data, Russia, 2003-2013

description: This Excel file contains annual net migration records for Russian regions by 1-year age groups, from 0 to 80, for the periods 2003-2010 and 2011-2013. The first period is defined by the two Russian Censuses (end of 2002 and end of 2010). The second period is limited by the availability of data. Moreover, there was a significant change in the current migration record in 2011; so, the data for the two periods are barely comparable. <br>There are 78 regions , as the data for Moscow and Leningrad regions are merged with the data for the federal cities of Moscow and St.Petersburg, correspondingly. <br><br>List of data files:<br>IR_0310.csv - inter-regional migration in 2003-2010<br>IN_0310.csv - international migration in 2003-2010<br>IR_1113.csv - inter-regional migration in 2011-2013<br>IN_1113.csv - international migration in 2011-2013 <br>