cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29206737
title: S4a: Drilling into coal mine workings: overview and experience from Britainâ€™s coalfields

description: Investigation boreholes to prove shallow workings – example areas: table and summary table of ground investigation/site investigation boreholes drilled to locate presence of unrecorded and/or recorded shallow mine workings.
DOI: 10.6084/m9.figshare.29206737.v1
title: S4a: Drilling into coal mine workings: overview and experience from Britainâ€™s coalfields

description: Investigation boreholes to prove shallow workings – example areas: table and summary table of ground investigation/site investigation boreholes drilled to locate presence of unrecorded and/or recorded shallow mine workings.
DOI: 10.6084/m9.figshare.24079362.v1
title: Skin scRNA-seq Data

description: This dataset was generated as part of the study titled "An Optimized Tissue Dissociation Protocol for Flow Cytometry and Single-Cell RNA Sequencing Analysis of Immune Cells in Human Skin". Each sample corresponds to the skin of an individual donor.
DOI: 10.6084/m9.figshare.7973339.v1
title: MATLAB Data Structure

description: This MATLAB data structure contains, for each rat and session: (1) time-stamps for behavioral state epochs (RUN, REM, non-REM)(2) spike-times for each unit<br>(3) rat's positional data<br>See README file for greater detail. <br><br>
DOI: 10.6084/m9.figshare.22349218.v1
title: agb_change_25km_cci_flux_jpl_lvod_consistency

description: Consistency of four global multi-date AGB maps about AGB loss, gain and no change described in Araza et al. 2023. The maps include ESA-CCI, WRI-Flux, JPL time series and SMOS-LVOD time series. Map resolution is 25 km. <br> Raster values: -2 = Loss, all maps -1 = Loss, 3 maps 0 = Loss, 2 maps 1 = No change, 2 maps 2 = No change, 3 maps 3 = No change, all maps 4 = Gain, 2 maps 5 = Gain, 3 maps 6 = Gain, all maps 7 = Disagree, 3 maps
DOI: 10.6084/m9.figshare.24943233.v1
title: COMSOL Fringing Electric Fields in Barium Titanate

description: A dataset extracted from COMSOL Multiphysics containing fringing electric fields inside a Barium Titanate slab waveguide. These fields were used to calculate intricate patterns capable of coupling light out of the waveguide. Both 2D and 3D data is included for various crystal orientations.
DOI: 10.6084/m9.figshare.3843735.v1
title: Online-Fragebogen zur „Willingness To Pay“. Eine Studie zur Analyse der Zahlungsbereitschaft in Abhängigkeit von psychologischen Distanzmaßen

description: The goal of this study was to investigate whether the willingness to pay (WTP) depends on the construal level and on the four psychological distances (temporal, spatial, hypothetical and social). Due to the fact that an abstract (global, detached) mind set is activated with greater distance, it is assumed that WTP increases concurrently. An online survey with N = 202 partcipants was carried out, including a total of 24 closed questions. This source contains the german version of the used questionnaire.
DOI: 10.17632/7f7vgps7cn
title: XBI Dataset

description: With the popularization of various electronic devices, the demand for batteries is increasing day by day. However, traditional battery recycling methods need to manually locate batteries from waste electronic devices, which is inefficient and time-consuming. To better alleviate this problem, we propose an efficient solution based on deep learning and X-ray images, which can automatically locate batteries without opening waste electronic devices. Since deep learning models require a large number of training samples, we construct a large-scale high-quality X-ray Battery Inspection (XBI) dataset for battery recycling, which contains 6,000 X-ray images and 23,994 annotated battery instances.
DOI: 10.6084/m9.figshare.1393337.v2
title: Crystal structures of amino acids: from bond lengths in glycine to metal complexes and high-pressure polymorphs

description: After the discovery of X-ray diffraction by crystals, amino acids were among the first organic compounds to have their solid-state structures investigated. The Cambridge Structural Database now contains more than 3500 entries for α-amino acids alone. After a short introduction dealing with the early history of X-ray structure determination, this review provides a classification of amino acid structures, describes essential structural elements, especially hydrogen bonding preferences and coordination to metal ions, and considers recent investigations on phase transitions as the result of extreme temperatures or pressure.
DOI: 10.6084/m9.figshare.28342781.v2
title: Thoste PIXE geochemical maps

description: Thoste PIXE maps (EDF files) and instrument camera images during the acquisition. Data from 2018 & 2019 campaigns at AGLAE (IPERION CH). Zip file that needs to be unzip.
DOI: 10.60893/figshare.jap.27857706.v1
title: Supplementary Material

description: Supplementary material with detailed data of designs shown in figures
DOI: 10.6084/m9.figshare.21498627.v1
title: Patterns, drivers, and implications of post-fire delayed tree mortality in temperate conifer forests of the western US

description: Dataset includes the classified post-fire delayed tree mortality maps, the supporting imagery classification accuracy assessment data, supporting analysis databases and R code used for data summary, analysis, and figure generation.
DOI: 10.6084/m9.figshare.22495666.v1
title: R2-DDI Twosides Dataset

description: Dataset for paper "R2-DDI: Relation-aware Feature Refinement for Drug-drug Interaction Prediction".
DOI: 10.4121/uuid:54ed4c8f-e7b6-4139-bc20-dc8168c2f890
title: Spatio-temporal variability in accretion and erosion of coastal foredunes in The Netherlands: regional climate and local topography

description: Research objective Investigation of the relation between foredune erosion/accretion in relation to storminess, aeolian transport potential and beach width. Type of research The research is a statistical analysis of a long time series of beach profiles. Six sections of the Dutch coast are considered:Noord-Holland, Texel, Vlieland, Terschelling, Ameland, Schiermonnikoog. Method of data collection Original data were obtained from other producers: see "calculated from" links. Relevant parameters were derived from these datasets using simple algorithms. • From yearly beach profile: beach width, dune volume • From hourly sea level data: maximum sea level between profile measurements • From hourly wind data: yearly transport potential for each site, with 4 different upper limits on wind velocity. Derived data are that were used in this study are provided in separate files: • beach_and_dune_data.nc: yearly values of beach width and dune volume for all profiles • max_sea_level_data.nc: yearly maximum sea level between profile measurements • transport_potential_data.nc: yearly transport potential for each site
DOI: 10.6084/m9.figshare.14515515.v3
title: Base de datos sobre "Reformas Políticas al Régimen Electoral de Género en América Latina"

description: El Observatorio de Reformas Políticas en América Latina presenta la siguiente base de datos sobre reformas al régimen electoral de género en América Latina.
DOI: 10.6084/m9.figshare.21961379.v2
title: Supplementary materials

description: Supplementary materials to: "Neuromuscular fatigability of plantar flexors following continuous and intermittent contractions"
DOI: 10.17632/svbwhszz3r
title: Balancing care and conflict: towards a better understanding of maternal aggression in canaries (Dataset)

description: Parental care improves offspring quality and survival and hence enhances parental fitness, still seemingly maladaptive parental behaviours such as directed aggression and neglect have been reported for a variety of species. While maternal aggression may represent a behavioural pathology, it could also be an adaptive strategy enabling optimal resource allocation in the context of a trade-off between current and future reproduction and other evolutionary conflicts of interest. This study evaluated the functional consequences of maternal aggression for developing offspring in the domestic canary (Serinus canaria). We found that maternal aggression significantly impaired offspring growth, but it did not reduce their survival, thus it might have lasting negative effects on offspring quality. Additionally, early-life exposure to aggression resulted in increased threatening behaviours in juvenile male but not female offspring, which again suggests that understanding the significance of an aggressive parenting style may require incorporating long-term effects. Females exhibiting maternal aggression did not lay larger second clutches, as would have been expected if aggression relates to a trade-off between current and future reproduction. Still, they laid overall larger clutches that were less variable in size. This indicates that there might be phenotypic differences, with females behaving aggressively towards their offspring being less flexible and too optimistic at egg laying. Thus, despite having negative effects on offspring growth parental aggression could nevertheless represent an adaptive, context-dependent behavioural strategy.
DOI: 10.17632/yph4t48y62
title: Dataset of Fore Coffee Indonesia Sentiment Analysis

description: This raw data of Fore Coffee Indonesia, which was aimed at Indonesian public mood, was extracted using Python from the X platform, formerly known as Twitter. The purpose of this data is research education.
DOI: 10.6084/m9.figshare.13953845.v1
title: PV Genaration Data Proposed System

description: Current, voltage and power monitored by the PV generation data logger of the proposed system between January 20 and January 26, 2021.
DOI: 10.6084/m9.figshare.21827484.v1
title: RAC datasets

description: The datasets are supplementary data for paper "Rice-animal Co-culture Systems Benefit Global Sustainable Intensification"
DOI: 10.6084/m9.figshare.28974116.v2
title: <b>Dataset for transcription readthrough events in healthy human tissues</b>

description: Transcription readthrough occurs when RNA polymerase bypasses canonical termination sites, producing elongated RNA molecules called readthrough (RT) transcripts or Downstream-of-Gene (DoG) transcripts. Although RT transcripts have been implicated in stress responses and pathological states, their roles in healthy human tissues are poorly understood. This study collected and analyzed RT events across 43 healthy human tissues, identifying 76,583 RT events from 36,335 transcripts across 11,875 genes. The dataset encompasses the sequences, locations, expression profiles, and comprehensive annotation information of corresponding genes for RT transcripts. It provides a thorough elucidation of RT transcriptomics and its significance in gene regulation, offering a wealth of benchmark data to facilitate further research on RT transcripts.<br>The file contains data on Downstream-of-Gene (DoG) transcripts with the following column headers:<br><b>gene_id</b>: Ensembl Gene ID for the gene associated with the DoG transcript.<b>chromosome</b>: Chromosome location of the gene.<b>start_position</b>: Start position of the gene on the chromosome.<b>end_position</b>: End position of the gene on the chromosome.<b>strand</b>: Strand orientation of the gene (e.g., + or -).<b>chromosome (DoG)</b>: Chromosome location of the DoG transcript.<b>dog_start_position</b>: Start position of the DoG transcript on the chromosome.<b>dog_end_position</b>: End position of the DoG transcript on the chromosome.<b>strand (DoG)</b>: Strand orientation of the DoG transcript.<b>sequence</b>: Nucleotide sequence of the DoG transcript.<b>mean-geneFPKM</b>: Average expression level (FPKM) of the gene across samples.<b>mean-dogFPKM</b>: Average expression level (FPKM) of the DoG transcript across samples.<b>tissue</b>: Tissue type from which the data was derived.<b>all-geneFPKM</b>: Expression levels (FPKM) of the gene across all samples.<b>all-dogFPKM</b>: Expression levels (FPKM) of the DoG transcript across all samples.<b>sample_ids</b>: Identifiers for the samples included in the dataset.<b>Symbol</b>: Official gene symbol for the DoG-associated gene.<b>Synonym</b>: Alternative names or synonyms for the gene.<b>Description</b>: Functional description of the gene.<b>DOG</b>: Unique identifier for the DoG transcript.This dataset provides comprehensive information about DoG transcripts, including their genomic locations, sequences, expression levels, and associated gene details across different samples and tissues.
DOI: 10.6084/m9.figshare.8848736.v1
title: Chen et al 2019.zip

description: This is a data set generated by MITgcm for tide-topography interaction to generate internal waves.
DOI: 10.6084/m9.figshare.26139265.v1
title: Fossil Resinacaridae mites from Eocene amber

description: Stacks of microscopic images, data for the paper '<b>Review of fossil heterostigmatic mites (Acari: Heterostigmata) from late Eocene Rovno Amber. II. Family Resinacaridae, with redescription of </b><b><i>Resinacarus resinatus </i></b><b>(Vitzthum), four new species and a new genus</b>'Images in JPEG format , zipped per stack folder or per specimen.<br>Scalebars included as separate files, insert pixel to pixel to the photo. FastStone image viewer (freeware) is recommended for viewing the stacks.<br>Compound microscopes Nikon E-800 with water (40x and 60x) and oil (100x) immersion optics and Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x) were used, with brightfield, polarized, differential interference contrast and incident illumination. Stacks of images, comprising multiple focal planes, were obtained with Olympus OM-D E-M10-II digital camera. Stacks of images comprising multiple focal planes were treated for color, digital noise and sharpness with Adobe Lightroom.Fluorescence imaging was performed using a Zeiss LSM-880 confocal laser scanning microscope (CLSM) equipped with an Airyscan super-resolution detector.The fossil representatives of the family Resinacaridae (Acari: Heterostigmata) from the Late Eocene Rovno amber are reviewed. Three new species are described in the genus <i>Resinacarus </i>Vitzthum, namely, <i>R. longipilis </i><b>sp. nov.</b>, <i>R. vitzthumi </i><b>sp. nov.</b>, and <i>R. striatus </i><b>sp. nov. </b>A new genus and species, <i>Pararesinacarus krczali </i><b>gen. </b>and <b>sp. nov. </b>are also described. The extant species <i>Pararesinacarus aradii </i>(Krczal) <b>comb. nov. </b>moved from <i>Resinacarus</i>. All active stages of the extant type species of the genus <i>Resinacarus</i>, <i>R. resinatus </i>Vitzthum, are redescribed based on type material. A key to genera and species of Resinacaridae is also provided.<br>
DOI: 10.15468/dl.bhz6pq
title: Occurrence Download

description: A dataset containing 247823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus polyphyllus Lindl.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 247823 records from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p7j5jrsbbb
title: Indonesian Sign Language Dataset: Alphabet Video

description: Indonesian Sign Language Dataset: Alphabet Video is a dataset that consists of a video showing the hand movement of the 26 alphabets in Indonesian Sign Language. There are 40 videos for the alphabet 'A,' 73 for 'B,' 15 for 'C,' 'E,' and 'L' up to 'Z,' 16 videos for 'D,' 26 videos for 'F,' 20 videos for 'G,' 'H, and 'I,' 22 videos for 'J,' and 25 videos for 'K' in the dataset. All the videos are in '*.mov' format and can be extracted into frames using the open CV (Computer Vision) Library. The size of each video is 480 x 640 pixels, and the fps is 25 frames per second. The dataset is made by the research group in the Informatics Department at the University of Trunojoyo Madura.
DOI: 10.6084/m9.figshare.21685418.v1
title: HD-EMG signals and corresponding neural drive signals for training and validation of a deep CNN for neural drive estimation across muscles and participants

description: HD-EMG signals and corresponding neural drive signals, in form of composite spike train (CST), for training and validation of a deep CNN framework for neural drive estimation. <br> We included processed data from five participants (uc4, uc8, uc11, uc25, uc26), each with two muscles [vastus lateralis (VL) and the vastus medialis (VM) ] across two sessions (d1 and d2). In each session, they performed three isometric contractions at 20% maximum voluntary contraction. For detailed information, please refer to our manuscript: https://doi.org/10.1101/2022.08.31.505855. The raw HD-EMG and corresponding CST are captured at 2048 Hz. We used a window length of 40 data points and sliding step of 20 data points with an overlap of 20 data points to segment the HD-EMG signals, and we used a window length of 20 data points and sliding step of 20 data points without overlapping to avoid double counting for the CST signal. --EMGs: n*40*64, where n is the number of frames, 40 is the window size of the signals, and 64 is the number of HD-EMG channels. These are the input signals to the deep CNN. --Spikes_cst: n*5, where n is the number of frames, and 5 is the maximum number of spikes allowed in one frame of HD-EMG signals. These are the output signals from the deep CNN. <br> The Python implementation of the deep CNN can be found at https://github.com/ywen3/dcnn\_mu\_decomp. <br> <br>
DOI: 10.17632/6xmsdg9xcr
title: Exaptation of ancestral cell identity networks enables C4 photosynthesis

description: Data for chlorophyll measurements, transactivation assays, and GUS quantification plotted in the manuscript titled "Exaptation of ancestral cell identity networks enables C4 photosynthesis".
DOI: 10.6084/m9.figshare.5122501.v1
title: Supplementary Material for: An Autoradiographic Study on the Pathogenesis of Levodopa-Induced Dyskinesia: Regulation of Dopamine Transporter by Levodopa in a Rat Model of Parkinson’s Disease

description: <i>Background:</i> The development of abnormal involuntary movements or dyskinesia is a serious complication of <i>L</i>-3,4-dihydroxyphenylalanine (L-DOPA) therapy for Parkinson’s disease (PD). <i>Objective:</i> To evaluate the correlation between dopamine transporter (DAT) regulated by L-DOPA and the pathogenesis of dyskinesia in PD rats. <i>Methods:</i> Thirty rats were used to establish the PD model by injecting 6-hydroxydopamine into the right medial forebrain bundle. The sham surgery rats (n = 4) received 4 µl of physiological saline. Then, 19 rats in which PD has been successfully induced were randomly assigned to the L-DOPA (20 mg/kg/day; n = 15) or model (saline; n = 4) group. After 4 weeks of treatment, <sup>131</sup>I-N-(3-fluoropropyl)-2β-carbomethoxy-3 β-(4-iodophenyl)nortropane was injected into the rats, and images of DAT in the brain were acquired using a storage phosphor plate. The levels of DAT-specific radioactivity uptake in the bilateral corpora striata (left/right) were compared. <i>Results:</i> There was no difference in DAT-specific radioactivity uptake between the bilateral corpora striata in the sham surgery rats. The images were clear and symmetrically distributed in the corpora striata. In PD model rats, the DAT-specific radioactivity uptake decreased on the lesioned side and the ratios of uptake between the corpora striata were increased. Accumulation of the radioligand on the lesioned side was sparse. In the L-DOPA group, the average ratio values were significantly increased in dyskinetic rats and reduced in nondyskinetic rats. In addition, the differences between the bilateral corpora striata were reduced in nondyskinetic rats. <i>Conclusion:</i> L-DOPA was shown to downregulate DAT in some PD model rats. That process may be involved in the pathogenesis of dyskinesia.
DOI: 10.17632/vrbx9wrf3z
title: The Udila Tea Leaves Dataset: Enabling Deep Learning Classification for Premium Tea Production

description: This dataset contains a curated collection of tea leaf images sourced from Udila Tea Garden in Chittagong, Bangladesh, specifically designed to classify leaves based on their suitability for high-quality tea production. The dataset is categorized into two classes: "Tea-Making Leaf" and "Not Tea-Making Leaf" with a total of 747 samples. The "Good for Tea-Making" class includes fresh, vibrant leaves identified as ideal for producing flavorful, premium tea. In contrast, the "Not Good for Tea-Making" class contains leaves that are either aged, unhealthy, or otherwise unsuitable for quality tea production.

Data Collection: Images were captured under controlled natural lighting to accurately reflect the visual characteristics of each leaf. "Good" leaves are typically new, fresh, and exhibit a desirable green color and healthy structure. "Not Good" leaves may show signs of aging, poor health, or other qualities that would compromise the tea flavor and quality.

Applications: This dataset can be used for machine learning models aimed at quality assessment in tea production, enabling automated sorting and decision-making for optimal tea leaf selection in agricultural and commercial tea production processes.
DOI: 10.17632/fkh3w46h5d
title: College students' sustainable entrepreneurial intention

description: This dataset is collected from college students in China to investigate the formation of sustainbel entrepreneurial intention.
DOI: 10.17632/h38k5c7rkt
title: DATASET OF CHARACTERISTICS OF MYOCARDITIS FOLLOWED BY FIXED DRUG ERUPTION AND DRY EYE SYNDROME IN PATIENTS WHO HAVE BEEN VACCINETED WITH MONKEYPOX IN CHILDREN AND ADULTS

description: Data doc. contains empty form about obtaining written permission from participants, allowing the researcher to conduct literature searches, retrieve pertinent data, do analysis, and contribute to the preparation of papers for systematic review studies.
DOI: 10.17632/rsvkv43b5r
title: Replication Data for "Class Warfare: Political Exclusion of the Poor and the Roots of Social-Revolutionary Terrorism, 1860-1950"

description: Replication data and do-file for the article "Class Warfare: Political Exclusion of the Poor and the Roots of Social-Revolutionary Terrorism, 1860-1950"
DOI: 10.6084/m9.figshare.22566889.v6
title: Table S7: Common upregulated Genes in Human and Mouse

description: Using the HN-score (a measure of analysis), we extracted 76 upregulated genes common to human and mouse.In addition to each gene symbol and HN-score, Total HN-score (human + mouse) is also shown.
DOI: 10.6084/m9.figshare.28174706.v1
title: uCT 和 qpcr

description: Raw Data
DOI: 10.17605/osf.io/7qm35
title: Tangram EEG

description: EEG and annotations of Tangram paradigms
DOI: 10.6084/m9.figshare.16357446.v1
title: Maximum temperature (Spatial downscaling of PISCOt v1.1)

description: Gridded maximum temperature during 1981-2016 (daily) at 0.01° for Peru. This is a downscaled version of PISCOt v1.1 (https://bit.ly/3tZZ0iA).