cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y26t6t7wvz
title: Data for: Assessing the Quantification of Acetylation in Konjac Glucomannan via ATR-FTIR and Solid-state NMR Spectroscopy

description: These processed data (FTIR spectroscopy, solid-state NMR spectroscopy) were used to generate the manuscript entitled: Assessing the Quantification of Acetylation in Konjac Glucomannan via ATR-FTIR and Solid-state NMR Spectroscopy. This dataset contains the data for all the FTIR and NMR spectra shown in this manuscript and its supplementary material.
DOI: 10.6084/m9.figshare.15595572.v1
title: Content Analysis of Australian University Open Access Policies

description: This dataset relates to a content analysis of Australian University Open Access policies conducted in 2020. It includes identification of institutions with OA policies, and the characteristics of those policies.
DOI: 10.17632/74jsdxtmx2
title: Cotton Leaf Disease Dataset with Severity Levels

description: This dataset comprises images of cotton leaves affected by various diseases, as well as healthy leaves. The data is meticulously organized into multiple folders, with each folder representing a specific disease or condition. The dataset includes images collected under diverse environmental conditions to enhance the robustness of machine learning models trained on it.

The dataset is categorized as follows:

Cotton_Healthy: Healthy cotton leaves without any visible signs of disease.
Bacterial_Blight: Leaves showing symptoms of bacterial blight, characterized by dark, water-soaked spots that may enlarge over time.
Fusarium_Wilt: Leaves affected by fusarium wilt, often exhibiting yellowing and wilting.
Curl_Virus: Cotton leaves infected with curl virus, characterized by curling and deformation of leaves.
The dataset is further stratified based on disease severity levels, including mild, moderate, severe, and critical stages. It is intended for training and validating machine learning models for automating disease detection and classification, enabling timely interventions in cotton farming.
DOI: 10.17632/fcrmp92ckn
title: UrOAC: Urban Objects in Any-light Conditions

description: We propose UrOAC, a dataset of urban objects captured in a range of  different lightning conditions, from bright daylight to low and poor night-time lighting conditions. In the latter, the objects are only lit by low ambient light, street lamps and headlights of passing-by vehicles. The dataset depicts the following objects: pedestrian crosswalks, green traffic lights and red traffic lights. The annotations include the category and the bounding-box of each object.
Faces and license plates have been masked.
DOI: 10.6084/m9.figshare.5217196.v1
title: Supplementary Material for: Free Fatty Acid Is Associated with Thrombogenicity in Cardioembolic Stroke

description: <i>Background:</i> Recently, the role of free fatty acids (FFAs) in thromboembolism has re-emerged in the context of cardioembolic stroke. Therefore, we attempted to determine the role of FFAs in embolic risk in various potential sources of cardioembolism (PSCE). We hypothesized that if elevated FFA levels in stroke patients are associated with thrombogenesis, then patients with a well-known high risk of embolic sources would have high FFA levels. <i>Methods:</i> Data collected from 2 hospital-based stroke registries were analyzed to investigate the association between FFA and PSCE. <i>Results:</i> A total of 2,770 acute stroke patients, including 539 with cardioembolic stroke, were selected for analysis. FFA was an independent predictor for cardioembolism (OR 2.755, 95% CI 2.221-3.417, <i>p</i> &lt; 0.001). Among the PSCE, FFA levels were significantly associated with high risk of atrial fibrillation (AF), valvular heart disease, congestive heart failure with low ejection fraction, left atrial thrombus, left ventricular thrombus, left atrial smoke, and ventricular wall motion abnormality. FFA levels increased with the number of PSCE per patient without interaction with the presence of AF. <i>Conclusions:</i> Among acute stroke patients, FFA levels increased in groups with higher risk of cardioembolic stroke irrespective of the presence of AF. These results suggest that enhanced thrombogenicity could be the main mechanism to explain the elevated FFA levels in patients with cardioembolic stroke.
DOI: 10.6084/m9.figshare.5378395.v1
title: Raw 16S rRNA gene sequence fastq files

description: Raw 16S rRNA gene amplicon sequences (forward reads) from dust samples exposed to different experimental daylighting treatments. Dust was collected from residential homes in Eugene, OR, USA. Lighting regimes are indicated by sample names: D are dark, V are visible, and UV are ultraviolet light treatments. The P index indicated those samples were treated with propidium monoazide. 'Control' and 'PCRNeg' samples refer to kit and PCR controls, respectively.
DOI: 10.6084/m9.figshare.7993040.v3
title: Extraction and Analysis of Fictional Character Networks: A Survey

description: Resources used in our survey of character network extraction and analysis methods
DOI: 10.17632/fmvc523fzc
title: AE Monitoring of Refill FSSW

description: The data is classified in three folders. The first one named “Original AE data” contains files generated by the Vallen acquisition unit. The *.pridb file contains the AE-data acquired with the acquisition setup. The *.tradb file contains the acquired waveforms. The *.vae file contains the analysis setup used during real-time monitoring. To open these files, researcher will need the vallen control panel release available in this link (www.vallen.de/downloads/). To facilitate the use of AE data, another folder named “Extracted AE database” is created, which contains extracted AE signal for the 78 spot welds. Data are TXT files. Some information is included in each file such as the sample rate, pre-trigger samples, the channel number (or sensor number) and the number of samples. The data starts from line 14 of the file, which is the amplitude in (mV). The time between two samples is calculated by inverting the sample rate (sampling frequency).
The third folder is dedicated to the database of welding parameters monitoring.
DOI: 10.17632/ggbkd8ck3x
title: E-Commerce Dataset

description: This dataset contains 100,000 records of customer orders from a large e-commerce retailer in South Asia. There are six columns - rec_id, order_id, order_date, shipped_at, prod_sku, and prod_qty in the dataset. The first two columns, "rec_id" and "order_id" provide unique identifiers of the record and the customer order, respectively. Columns "order_date" and "shipped_at" give the time and date of the order generation (by the customer) and order shipping from the fulfillment center, respectively. Columns "prod_sku" and "prod_qty" capture the requested SKU (product type or item class) and the corresponding quantity required to fulfill the customer order. We use this dataset to gain insights into the distribution of customer orders in a typical e-commerce fulfillment center. We classify orders into two categories: single-line and multi-line orders. A single-line order is defined as a customer order which requires exactly one SKU, while a multi-line order requires more than one SKU. We conclude from this dataset that single-line orders often dominate e-commerce fulfillment requests.
DOI: 10.17632/f2t9fpgsw8
title: IPL DATASET

description: IPL DATA SET 2014-2020
DOI: 10.17632/pzrj6rn5hm
title: Data for: Repeated Resurgence with and without a Context Change

description: Data are organized by three consecutive phases that are repeated. Reinforcement schedules used are variable ratio and variable interval, separated by tabs. Target and alternative responding, as well as obtained reinforcer rates, are also in separate tabs. Each reinforcement-schedule type had two groups, AAA-AAA and AAA-BBB.
DOI: 10.25387/g3.19059725.v2
title: Supplemental for Dean et al., 2022

description: Three files in this submission: <b>1) Supplementary Materials and Methods</b> Detailed information about fly stocks, experimental crosses, the new <i>Yippee</i> CRISPR alleles, photography, and gray value data collection/analysis. See page 1 for a Table of Contents. <b>2) Supplementary Data</b> Raw gray value data and statistical analysis.Sheets 1-5: Scutal gray values for data summarized in Figures 2F, 2L, 3K, 4G, and 5I.Sheet 6: Tukey's HSD p-values.See Materials and Methods and Supplementary Materials and Methods for details about data collection and analysis. <b>3) Supplementary Results</b> <i>Yippee<sup>s1</sup></i> pupal and adult cDNA sequences, Figure S6 (graphic of adult <i>Yippee<sup>s1</sup></i> cDNAs), and Figure S7 (high resolution examples of <i>Yippee</i> bristle phenotype).
DOI: 10.6084/m9.figshare.21126178.v2
title: DATASET for Survival status and predictors of mortality among mechanically ventilated COVID-19 patients in Addis Ababa COVID-19 Care Centers, Ethiopia

description: This is the dataset for MV Mortality manuscript.
DOI: 10.6084/m9.figshare.24899049.v1
title: <i>Two haploid genome sequences of the </i><i>Helicoverpa assulta</i><i> assembled by hifiasm.</i>

description: <i>In this study, we used Nanopore, PacBio, and Illumina platforms to sequence the genome of H. assulta and used Hifiasm to create a haplotype-resolved draft genome.</i>
DOI: 10.6084/m9.figshare.24971736.v2
title: data and code

description: This dataset is derived from rhizosphere and bulk soils of coniferous forests in the eastern Tibetan Plateau. Including soil organic carbon, nitrogen and phosphorus nutrients, microbial physiological properties, enzyme activity, soil PH, climate factors, amino sugars and other indicators. It is mainly used to analyze the cumulative efficiency of rhizosphere amino sugars, its driving factors and microbial regulation mechanism.In data processing, R software was used to analyze the relationship between microbial physiological properties and soil nutrient availability, and the codes used were submitted to this dataset simultaneously.
DOI: 10.6084/m9.figshare.26122432.v1
title: <b><i>Liriomyza trifolii </i></b><b>genome</b>

description: <b>Chromosome-level genome assembly of an invasive leaf miner fly, </b><b><i>Liriomyza trifolii </i></b><b>(Diptera: Agromyzidae)</b>
DOI: 10.17632/8hv5grr49s
title: ACI FRP databases - Machine learning assessment of frp-strengthened and reinforced concrete members

description: ACI FRP databases - a database to accompany, "Machine learning assessment of frp-strengthened and reinforced concrete members"
DOI: 10.17632/w8vppbf9br
title: Dataset on Cognitive Control, Emotional Triggers, Body Image, Salience, and Habit Formation to Investigate Neurological Aspects of Eating Disorders

description: This dataset presents behavioral dimensions relevant to eating disorders, encompassing cognitive control, emotional triggers, body image perception, and weight regulation practices, which are valuable for exploring neurological associations with eating disorders. The initial data collection included 550 participants; to reduce male skewness, the survey was redistributed specifically among female participants, resulting in an additional 150 female responses and bringing the total to 700 participants.
DOI: 10.6084/m9.figshare.26889607.v1
title: <b>Aversive learning decreases aversive-reinforcer sensitivity</b><b> </b><b>in honey bees</b>

description: Pavlovian learning focuses on changes in responsiveness to conditioned stimuli. Here we studied in honey bees whether it also leads to changes in sensitivity towards unconditioned stimuli.
DOI: 10.17632/cn93ks62x9
title: Market Risk Premium from seven Latin American countries (2012-2018)

description: The Market Risk Premium (%) is taken from a survey used in 2012-2018 for 7 Latin American countries: Argentina, Brazil, Chile, Colombia, Mexico, Peru and Uruguay. GDP growth (annual %) - Inflation, consumer prices (annual %) - Unemployment, total (% of total labor force) (modeled ILO estimate) - Total reserves (includes gold, current US$) - GDP (current US$) are from World Bank Data. RESERV/PIB = (Total reserves (includes gold, current US$) * 100) / GDP (current US$)
DOI: 10.17632/gp3yyr4kcn
title: Dataset analysis: Chicken DNA in commercial sausage products from Sabah, Malaysia, using conventional polymerase chain reaction (PCR)

description: The dataset presents data on the detection of chicken DNA in commercial sausage products using the conventional polymerase chain reaction (PCR) method.

In the file (Chicken DNA Analysis in Sausage Products Using PCR):
Sheet 1: Concentration and Purity of DNA
Sheet 2: Gel Electrophoresis
Sheet 3: Statistical Analysis
DOI: 10.6084/m9.figshare.12552095.v1
title: JVASP-41792 to JVASP-42526

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.21091507.v1
title: Pedraforca Experience Dataset 1

description: This is the dataset obtained in the Pedraforca Experience study
DOI: 10.6084/m9.figshare.25563351.v2
title: Repository

description: Research about Bibliometric analysis of Islamic crowdfunding: a review of its journey
DOI: 10.6084/m9.figshare.4954436.v1
title: Tricuspicanthus gannitus jaws: micro-CT slice images and .STL

description: Micro-CT scan slice images and original .STL file from a scan of the upper and lower jaws of Tricuspicanthis gannitus, an Early Devonian ischnacanthiform acanthodian (UALVP 48487)
DOI: 10.6084/m9.figshare.5128477.v1
title: Supplementary Material for: Phenotyping Stroke in Sub-Saharan Africa: Stroke Investigative Research and Education Network (SIREN) Phenomics Protocol

description: <b><i>Background:</i></b> As the second leading cause of death and the leading cause of adult-onset disability, stroke is a major public health concern particularly pertinent in Sub-Saharan Africa (SSA), where nearly 80% of all global stroke mortalities occur, and stroke burden is projected to increase in the coming decades. However, traditional and emerging risk factors for stroke in SSA have not been well characterized, thus limiting efforts at curbing its devastating toll. The Stroke Investigative Research and Education Network (SIREN) project is aimed at comprehensively evaluating the key environmental and genomic risk factors for stroke (and its subtypes) in SSA while simultaneously building capacities in phenomics, biobanking, genomics, biostatistics, and bioinformatics for brain research. <b><i>Methods:</i></b> SIREN is a transnational, multicentre, hospital and community-based study involving 3,000 cases and 3,000 controls recruited from 8 sites in Ghana and Nigeria. Cases will be hospital-based patients with first stroke within 10 days of onset in whom neurovascular imaging will be performed. Etiological and topographical stroke subtypes will be documented for all cases. Controls will be hospital- and community-based participants, matched to cases on the basis of gender, ethnicity, and age (±5 years). Information will be collected on known and proposed emerging risk factors for stroke. <b><i>Study Significance:</i></b> SIREN is the largest study of stroke in Africa to date. It is anticipated that it will shed light on the phenotypic characteristics and risk factors of stroke and ultimately provide evidence base for strategic interventions to curtail the burgeoning burden of stroke on the sub-continent.
DOI: 10.17632/354f8dc8xh
title: GutierrezBarragan_CB2021_halothane_rsfMRI_mouse_part1

description: Resting state fMRI data from n=19 mice under medetomidine-isoflurane anesthesia (mice were first deeply anesthetized with isoflurane 4% induction, intubated and artificial ventilated 90 BPM, then switched to halothane 0.75%) from Gutierrez-Barragan et al. 2021  (DOI pending). Scans were acquired at the IIT laboratory in Rovereto (Italy) on a 7.0 Tesla MRI scanner (Bruker Biospin, Ettlingen) with a BGA-9 gradient set, a 72 mm birdcage transmit coil, and a four-channel  solenoid receive coil. Awake scans used a single-shot echo planar imaging (EPI) sequence with the following parameters: TR/TE=1200/15 ms, flip angle=60°, matrix=100 x 100, 24 coronal slices (voxel-size 200 x 200 x 500 µm), for a total of 1600 time points, total acquisition time of 32 minutes.  It is suggested to remove the first 100 scans (2 minutes) to account for thermal gradient equilibration.
DOI: 10.17632/sv64x2bvcm
title: Replication data: Does information matter? Transparency and demand for accountability in Ghana's natural resource revenue management

description: The files contain the replication data and replication instructions (as STATA files) that replicate the multivariate regression results presented in the article: Brunnschweiler, Christa, Ishmael Edjekumhene and Päivi Lujala 2020. Does information matter? Transparency and demand for accountability in Ghana's natural resource revenue management. Ecological Economics https://doi.org/10.1016/j.ecolecon.2020.106903
DOI: 10.6084/m9.figshare.25661397.v1
title: Data for IEEE 123-bus test system

description: This is the used data for the IEEE 123-bus test system.
DOI: 10.6084/m9.figshare.29037197.v1
title: Dataset documents on Ceratitis capitata

description: A comprehensive literature review was conducted to gather relevant publications on <i>C. capitata</i>. This review focused on identifying key areas of research, including biological studies, ecological interactions, and control strategies. The selected articles were then analyzed using bibliometric techniques to assess publication trends, author contributions, and collaborative networks, through the following processing:Data Collection: Articles were sourced from the Scopus database, ensuring a broad and representative sample of peer-reviewed literature.Data Processing: Bibliometric data, including publication counts, citation metrics, and author affiliations, were extracted and processed using VOSviewer.
DOI: 10.17632/fcz7h4xxxp
title: Geo studio input data and out put data for earth dam analysis

description: This dataset includes SEEP/W and SIGMA/W input and output files related to the numerical modeling of the Anbaran earth dam
DOI: 10.6084/m9.figshare.15164133.v1
title: Spatio-Temporal-EEG-Analysis

description: Additonal files for training the models presented in https://github.com/VDelv/Spatio-Temporal-EEG-Analysis.<br>/!\ The signals are adapted version of two datasets. Thus it is necessary to approve the licences from https://figshare.com/articles/dataset/Multi-channel_EEG_recordings_during_a_sustained-attention_driving_task/6427334 and https://zenodo.org/record/4558990.
DOI: 10.6084/m9.figshare.29097629.v1
title: <b>南海地貌特征数据集</b>

description: 地理范围内的 0°N–25°N、105°E–125°E，重点关注两个主要构造单元： 中央深海平原 和 外围大陆架-斜坡过渡带。通过地貌分类研究，我们的团队生成了研究区域的地貌特征图。该数据集包括 69,026 个地形单元，每个地形单元平均面积为 62.88 km²，将这些单元分为 7 大类型 （大陆架、大陆斜坡、深海平原、海山、丘陵、槽和海底峡谷）和 13 个子类型。该数据集的空间分辨率为 15 弧秒 （约 500 m），并使用 WGS 1984 地理坐标系 （EPSG：4326）。将其投影到 横轴墨卡托坐标系 （中央子午线：115°E，比例因子：1.0）中， 200 米 并使用 三次卷积插值方法。
DOI: 10.17632/7fj8rmfps6
title: Types and efficacy of tissue Interposition Flaps used in the treatment of vesicovaginal fistula: A scoping review of the literature

description: In this study, we reviewed all available autologous and synthetic materials used for tissue interposition in vesicovaginal fistula (VVF) repair. The materials were defined for their biomaterial properties and their surgical outcomes. Research on the use of tissue interposition flaps in VVF repair is a broad area where a very wide range of natural and synthetic materials have been used in clinical studies that vary from case studies to randomized controlled trials with heterogeneity at all aspects of the clinical research. The occurrence of VVF is diverse in the social and clinical settings, resulting in a parallel heterogeneity in the published literature on its treatment. Synthetic and autologous flaps have been used without robust clinical evidence on the most efficacious type and technique of the tissue interposition flap.
DOI: 10.17632/fcrjxwgjxh
title: Tiresia: A code for molecular electronic continuum states and photoionization

description: The Tiresia program [1] provides access to numerically accurate solutions of the one-particle Schrödinger equation for highly excited states of complex polyatomic molecules, both bound and continuum, that cannot be described by conventional Quantum Chemistry approaches. It is based on an expansion of the required solution in a local multicentric basis set, with primitive functions built as products of a radial B-spline times a real spherical harmonic. In conjunction with Density Functional Theory (DFT), it has been extensively employed in a large variety of photoionization studies, also for rather large systems. Highly excited bound states as well as wavepacket propagation can also be accurately described. In fact, the flexibility of the basis essentially allows accurate solutions of linear operator equations, like Poisson or inhomogeneous perturbative equations, which are employed in the code. The program is parallelized with standard MPI-I instructions and makes extensive use of the Scalapack linear algebra library. Ancillary programs are available for the evaluation of photoionization cross sections and angular distributions from randomly to fully oriented molecules.
DOI: 10.6084/m9.figshare.19134071.v3
title: Norman et al. 2019

description: shRNA perturbation dataset from Norman et al. 2019. `_raw` contains the preprocessed data.
DOI: 10.6084/m9.figshare.20170523.v1
title: Supplementary Material for: Can Non-Coding <b><i>NR5A1</i></b> Gene Variants Explain Phenotypes of Disorders of Sex Development?

description: <b><i>Introduction:</i></b> NR5A1 is an essential transcription factor that regulates several target genes involved in reproduction and endocrine function. Pathogenic variants in this gene are responsible for a wide spectrum of disorders/differences of sex development (DSD). <b><i>Methods:</i></b> The molecular study involved Sanger sequencing, in vitro assays, and whole exome sequencing (WES). <b><i>Results:</i></b> Four variants were identified within the <i>NR5A1</i> non-coding region in 3 patients with 46,XY DSD. In vitro analyses showed that promoter activity was affected in all cases. WES revealed variants in <i>SRA1</i>, <i>WWOX</i>, and <i>WDR11</i> genes. <b><i>Discussion/Conclusion:</i></b> Evaluation of clinical and phenotypic significance of variants located in a non-coding region of a gene can be complex, and little is known regarding their association with DSD. Nevertheless, based on the important region for interaction with cofactors essential to promote appropriated sex development and on our in vitro results, it is feasible to say that an impact on gene expression can be expected and that this may be correlated with the DSD pathophysiology presented in our patients. Considering the number of cases that remain elusive after screening for the well-known DSD related genes, we emphasize the importance of a careful molecular analysis of <i>NR5A1</i> non-coding region which is commonly neglected and might explain some idiopathic DSD cases.
DOI: 10.6084/m9.figshare.22097921.v1
title: Bulk rock geochemical analyses for carbonatites and related rocks from Mianning-Dechang, China

description: <b>If you're looking for the reusable, cleaned and corrected bulk rock data for the Mianning-Dechang rocks, please download </b><b>dat_merged.csv</b><b>.</b>This dataset contains a compilation of marine sediment data and lambda shape coefficients derived from them. It also contains raw bulk rock analyses of carbonatites, syenites, ore bodies, and other related rocks from four Mianning-Dechang rocks. Also included in an R notebook (rmd file) that processes the data and produces a reusable dataset for future studies. See rnotebook.html for more details, and please read the associated paper "<i>A global marine sediment compilation and a cerium anomaly perspective on metasomatised mantle sources for REE-mineralised carbonatites</i>" published in Journal of Geophysical Research: Solid Earth.