cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7274/25527781.v1
title: Evolution of the Radius of Spatial Analyticity for the Dispersion Modified Degasperis-Procesi Equation

description: Here, the local well-posedness of the Cauchy problem for the dispersion modified <strong>b</strong>-equation with data in Sobolev spaces <em>H</em><sup>s</sup>(R) and analytic Gevrey spaces <em>G</em><sup>d,s</sup>(R) is proved for any <em>s</em> &gt; 1/4. However, for <strong>b</strong> = 3, which is the modified Degasperis-Procesi equation, a sharper result is established. In this case, the equation behaves as a nonlocal perturbation of the Kordeweg-de Vries (KdV) equation and well-posedness is shown for s &gt; -3/4. Furthermore, for <strong>b</strong> = 3, this equation possesses a twisted-<em>L</em><sup>2 </sup>conservation law. This yields an almost conservation law in the analytic Gevrey spaces <em>G</em><sup>d,0</sup>. Using this almost conservation law, global solutions are established and a lower bound, given by c/t <sup>4</sup>/<sup>3 + </sup>, for their radius of spatial analyticity is proved. Key ingredients in the proof of this result are the Paley-Wiener Theorem and bilinear estimates for the nonlinearity of the modified Degasperis-Procesi equation.
DOI: 10.11583/dtu.13011134.v3
title: AI4Arctic / ASIP Sea Ice Dataset - version 2

description: The AI4Arctic / ASIP Sea Ice Dataset - version 2 (ASID-v2) contain 461 Sentinel-1 Synthetic Aperture Radar (SAR) scenes matched with sea ice charts produced by the Danish Meteorological Institute in 2018-2019. Ice charts contain sea ice concentration, stage of development and form of ice, provided in manual drawn polygons. The ice charts have been projected into the the S1 geometry for easy use as labels in deep learning or other machine learning algorithm training processes. The dataset also includes AMSR2 microwave radiometer sensor measurements to compliment the learning of the of sea ice concentrations although in a much lower resolution than the Sentinel-1 data. Details are described in the manual that is published together with the dataset.The manual has been revised, the latest is the 30-09-2020 version.<br><br>
DOI: 10.18742/26337085.v1
title: Dataset-I-drinking-related-object-detection (in both YoloV8 and COCO format)

description: This dataset contains annotated images for object detection for containers and hands in a first-person view (egocentric view) during drinking activities. Both YOLOV8 format and COCO format are provided.<br>Please refer to our paper for more details.<br><b>Purpose:</b> Training and testing the object detection model.<b>Content:</b> Videos from Session 1 of Subjects 1-20.<b>Images:</b> Extracted from the videos of Subjects 1-20 Session 1.<b>Additional Images:</b>~500 hand/container images from Roboflow Open Source data.~1500 null (background) images from VOC Dataset and MIT Indoor Scene Recognition Dataset:1000 indoor scenes from 'MIT Indoor Scene Recognition'400 other unrelated objects from VOC Dataset<b>Data Augmentation:</b>Horizontal flipping±15% brightness change±10° rotation<b>Formats Provided:</b>COCO formatPyTorch YOLOV8 format<b>Image Size:</b> 416x416 pixels<b>Total Images:</b> 16,834Training: 13,862Validation: 1,975Testing: 997<b>Instance Numbers:</b>Containers: Over 10,000Hands: Over 8,000
DOI: 10.6084/m9.figshare.22047350.v1
title: RNA-seq contigs of Drosophila biauraria

description: RNA-seq data for male-killing and control lines of Drosophila biauraria. RNAseq_AllContigs.xlsx: all contigs RNAseq_4Contigs.xlsx: Highly abundant four contigs that are specific to the male-killing lines
DOI: 10.4121/13626188.v1
title: Point clouds of Constructie bridge on Westlandseweg, Delft, The Netherlands

description: Point clouds of Constructie bridge on Westlandseweg in Delft was acquired for the project “Laser Scanning for Automatic Bridge Assessment” or called “BridgeScan” funded through H2020 Marie Curie IF and for a big assignment of a course “3D Surveying of Civil and Offshore Infrastructure” of a Master program at TU Delft Dept. Geoscience and Remote sensing”. The Constructie bridge is a concrete bridge with mix-vehicle and tram bridge with one span over a channel. The data points of the bridge were acquired using Leica ScanStation P40, from 9 stations (5 below, 2 on a top and 1 each side) with the sampling step 6.3mm at the measure range of 10.0m. The point clouds from different scanning stations were registered using the artificial targets through Leica Cylone software. The point cloud of the bridge was used to reconstruct a 3D model and identify surface damage. The data set was down-sampled with the sampling step of 5mm.
DOI: 10.5522/04/9741722.v1
title: Memristor-Based Edge Detection Dataset

description: This is the data produced for the paper titled: Memristor-Based Edge Detection. <br><br>In this study, we investigate the use of silicon dioxde memristors in edge detection. Devices exhibit analogue and volatile behaviours and are connected in potential divider arrangements. Encoding image pixels as spike trains and applying these to the memristors allow us to detect sharp changes in pixel intensity and in turn predict edges within an image. <br><br>The dataset contains data from: device characterisation, interpolated simulation models, output images generated in simulation and device variance data.<br> README files are included throughout the directories to explain the formatting and details of files. <br><br>
DOI: 10.6084/m9.figshare.1234127.v1
title: Poster Trastornos de Ansiedad

description: Poster Trastornos de Ansiedad
DOI: 10.6084/m9.figshare.26961949.v1
title: MATRIZ - violencia de género en mujeres

description: Revisión sistemática sobre las causas y las consecuencias de la violencia de género.
DOI: 10.6084/m9.figshare.5127484.v1
title: Supplementary Material for: Neuroendocrine Merkel Cell Carcinoma Is Associated with Mutations in Key DNA Repair, Epigenetic and Apoptosis Pathways: A Case-Based Study Using Targeted Massively Parallel Sequencing

description: <b><i>Introduction:</i></b> Merkel cell carcinoma (MCC) is a rare neuroendocrine carcinoma with a poorly understood molecular etiology. We implemented a comprehensive deep sequencing approach to identify mutations in the tumor DNA from a cohort of patients treated at our institution over the past 15 years. Our results indicate mutations that may constitute therapeutic targets in MCC. <b><i>Methods:</i></b> Five patients were treated for MCC within the study interval. Patients with adequate tissue (n = 4), positive neuroendocrine differentiation (chromogranin, synaptophysin, and cytokeratin 20), and histopathological confirmation of MCC were included in the study. DNA was extracted from archival tumor tissue samples and analyzed by massively parallel sequencing using a targeted, multiplex PCR approach followed by semiconductor sequencing. <b><i>Results:</i></b> We demonstrate high-penetrance nonsense mutations in PDE4DIP (n = 4) as well as various missense mutations in the DNA damage response (PRKDC, AURKB, ERCC5, ATR, and ATRX) and epigenetic modulating enzymes (MLL3). <b><i>Conclusion:</i></b> We describe several mutations in potential disease-relevant genes and pathways. These targets should be evaluated in a larger cohort to determine their role in the molecular pathogenesis of MCC.
DOI: 10.6084/m9.figshare.18132008.v1
title: Participant Reading Data.xlsx

description: Individual data for each participant in Reading Study.
DOI: 10.6084/m9.figshare.15911970.v1
title: Locations of mapped saxa on Bennu

description: Locations of all saxa (boulders) on Bennu larger than 20 m in diameter.
DOI: 10.6084/m9.figshare.19188860.v4
title: Zoom Chat Data.docx

description: The students' responses are categorised and counted. They are evidence of CMC in Zoom classes.
DOI: 10.6084/m9.figshare.11328341.v1
title: Diversidad de insectos en cadaveres de cerdo.xlsx

description: Datos de prueba<br>
DOI: 10.6084/m9.figshare.19610109.v1
title: Dosing regimen details

description: Dosing regimen details for 2015 PDXE Nature Genetics Gao et al manuscript
DOI: 10.6084/m9.figshare.21930702.v1
title: The Role of Orthographic and Phonological Processing during Reading Chinese Sentences_Evidence from Eye Movements

description: These two forms are about the article <em>The Role of Orthographic and Phonological Processing during Reading Chinese Sentences: Evidence from Eye Movements. </em> The R code for data analysis has also been uploaded.
DOI: 10.6084/m9.figshare.12982136.v1
title: Down-sampling normalized matrix

description: p { margin-bottom: 0.25cm; direction: ltr; line-height: 120%; text-align: left; orphans: 2; widows: 2 } a:link { color: #0000ff } Down-sampling normalization was performed with StreamSampler.jar (https://github.com/shenkers/sampling). The mapped reads were down-sampled to the lowest number among the 42 samples, i.e. to 70.4 million properly mapped reads per sample for all samples (after filtering). <br><br>Related to bioproject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA628886<br>
DOI: 10.6084/m9.figshare.21901590.v1
title: Red blood cell rheology during a complete blood count

description: Experimental acquisitions of the impedance pulses arising from a Coulter-based system are given here. This would allow readers, to process the experimental pulses and reproduce scattergrams, density plots and signals comparisons graphs, that are shown in the manuscript. <br> Each csv file is associated to one acquisition. <br> Each row of a csv file is a signal portion (viz. a time sequence), in which an impedance pulse has been detected. The time sequences are recorded with a time step of 0.5 micro-seconds. <br> Files gluta-0d5%.csv and SB312-90mgperL.csv are the acquisitions obtained with 0.5 % glutaraldehyde and 90 mg/L SB3-12, respectivelly (see article). <br> Files normal_samplesX.csv (with X going from 1 to 22) are acquisitions made in normal conditions. They are compared with acquisitions made with SB3-12 and glutaraldehyde in the article. <br> File normal_sample_for_comparisons.csv is the acquisition which is compared with the numerical results in the article. <br>
DOI: 10.6084/m9.figshare.12496169.v1
title: Characteristics of VOC composition at urban and suburban sites of New Delhi, India in winter

description: Measurements of Volatile organic compounds (VOCs) were conducted using PTR-TOF-MS 8000 instruments at an urban and suburban sites of New Delhi from January 10 to March 07, 2018.
DOI: 10.6084/m9.figshare.12818798.v3
title: Antibacterial activity in secondary metabolite extracts of heterotrophic bacteria against Vibrio alginolyticus, Aeromonas hydrophila, and Pseudomonas aeruginosad Item

description: These raw data of the study of Antibacterial activity in secondary metabolite extracts of heterotrophic bacteria against <i>Vibrio alginolyticus, Aeromonas hydrophila,</i> and <i>Pseudomonas aeruginosa</i><b><i></i></b>
DOI: 10.6084/m9.figshare.3512219.v1
title: Appendix A. An example calculation of likelihood.

description: An example calculation of likelihood.
DOI: 10.6084/m9.figshare.25524910.v1
title: Trajectories ran in MNDO, LZSH paper 2024

description: Benchmark fewest switches surface hopping trajectories ran in the MNDO program:1) Ferro-wire, ODM2/CIS electronic structure 2) Ferro-wire, ODM2/MR-CISD electronic structure 3) Azobenzene, ODM2/MR-CISD electronic structure
DOI: 10.6084/m9.figshare.3512213.v1
title: Appendix C. A discussion on how to use likelihood and information theoretics to evaluate support in data for competing models.

description: A discussion on how to use likelihood and information theoretics to evaluate support in data for competing models.
DOI: 10.15468/dl.dekvws
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtochilum grandiflorum (Rchb.f.) Kraenzl."
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001440-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.16943728.v1
title: User Acceptance of the Emoji AR Application.csv

description: The total number of subjects for the dataset is 10. There are 9 statements in the questionnaire form based on 5-point Likert Scale. The data is processed using spreadsheet tool to obtain the mean and standard deviation.
DOI: 10.6084/m9.figshare.26235362.v2
title: Raw Data used for the manuscript "Observation of the topological aberrations of twisted light"

description: Folder containing the raw off-axis holograms acquired in the experiment for constellations of orders 1,2 and 3 for both S and P polarizations, and other supporting data. Each file contains a sequence of 10 images for each angle of incidence, scanning through the all angles of incidence used in the experiment. A ReadMe file is contained, with a detailed description of each file.
DOI: 10.6084/m9.figshare.28146902.v1
title: <b>Salivary Biomarker Panel for Detecting Periodontitis</b>

description: <b>Aim: </b>This study tested the hypothesis that a salivary biomarker panel (i.e., consisting of 2 to 6 biomarker features) could yield diagnostic accuracy of 95% for periodontitis, allowing for earlier disease detection.<b>Materials and Methods:</b> Concentrations of 11 protein biomarkers by immunoassays and oral microbiome species by 16s rRNA sequencing were evaluated in saliva samples from 28 healthy adults and 28 Type 2 diabetic patients with periodontitis. Data were analyzed for discrimination of health or periodontitis using 5-fold cross-validation logistic regression, receiver operator characteristics (ROC), and odds ratios.<b>Results:</b> Bacteria showed better predictive value than individual salivary proteins. Two bacteria (<i>Porphyromonas gingivalis</i> and <i>Mycoplasma faucium</i>) yielded sensitivities &gt;90% and <i>Treponema socranskii</i> demonstrated the top AUC (0.86). A combination of bacteria (<i>Selenomonas sputigena</i>, <i>P. gingivalis</i>, <i>Prevotella nigrescens</i>, <i>Pr. dentalis</i>) with salivary protein ratios (prostaglandin E2/tissue inhibitor of metalloproteinase-1 or macrophage inflammatory protein-1a/tissue inhibitor of metalloproteinase-1) produced robust accuracy (95%) and precision 96.5% for the detection of periodontitis.<b>Conclusions:</b> A salivary panel using bacteria and ratios of host-response biomarkers accurately discriminated oral health from periodontitis in Type 2 diabetics.
DOI: 10.6084/m9.figshare.20099321.v1
title: Carbon dioxide and methane chamber flux data from temperate S. alterniflora salt-marsh

description: A collection of carbon dioxide (CO2), methane (CH4) gas flux and leaf area index (LAI) datasets from a temperate salt-marsh with S. alternifloria vegetation cover (39.09 ˚N, 75.44 ˚W). Measurements were collected from May 2020 through December of 2020 with 2 separate collection times per month for a total of 16 field sampling campaigns. Measurements were performed on 5 plots located within the footprint of an eddy covariance tower which collects ecosystem scale CO2 and CH4 fluxes (Ameriflux Site ID: StJ). Supporting measurements were also performed for leaf-level photosynthesis rates and plot LAI during each chamber campaign. <br> The dark and light flux chambers each occupied 1.0 m2 ground area and the vegetation stand was fully enclosed by the chambers. The sediment chambers each occupied 0.025 m2 ground area and the vegetation stand was excluded from the chambers. CO2 and CH4 fluxes from all chambers were measured with a portable greenhouse gas analyzer (LGR Los Gatos Research, Model 915-0011, San Jose, CA) for approximately 2-3 min after chamber closure. The dark and soil chambers were 100% opaque while the light chamber allowed for 90% transmission of photosynthetically active radiation. Sediment fluxes and leaf-level photosynthesis was measured from 2 points within each of the larger chamber plots. Leaf-level photosynthesis was measured with a portable photosynthesis meter (Li-6400, Licor, Lincoln, NE) and LAI was measured with a ceptometer (Accupar LP80, Meter Inc, Pullman, WA, USA). All measurements were made consecutively over the span of 2-3 hours with leaf-level measurements preformed first, followed by light chambers, dark chambers, sediment chambers and plot LAI. <br> <br>
DOI: 10.6084/m9.figshare.21299502.v5
title: Resolution, conflict and rate shifts: insights from a densely sampled plastome phylogeny for Rhododendron (Ericaceae)

description: • <strong>Background and Aims</strong> <em>Rhododendron </em>is a species-rich and taxonomically challenging genus due to recent adaptive radiation and frequent hybridization. A well-resolved phylogenetic tree would help to understand the diverse history of <em>Rhododendron </em>in the Himalaya–Hengduan Mountains where the genus is most diverse.
• <strong>Methods </strong>We reconstructed the phylogeny based on plastid genomes with broad taxon sampling, covering 161 species representing all eight subgenera and all 12 sections, including ~45 % of the <em>Rhododendron </em>species native to the Himalaya–Hengduan Mountains. We compared this phylogeny with nuclear phylogenies to elucidate reticulate evolutionary events and clarify relationships at all levels within the genus. We also estimated the timing and diversification history of <em>Rhododendron</em>, especially the two species-rich subgenera <em>Rhododendron </em>and <em>Hymenanthes </em>that comprise &gt;90 % of <em>Rhododendron </em>species in the Himalaya–Hengduan Mountains.
• <strong>Key Results </strong>The full plastid dataset produced a well-resolved and supported phylogeny of <em>Rhododendron</em>. We identified 13 clades that were almost always monophyletic across all published phylogenies. The conflicts between nuclear and plastid phylogenies suggested strongly that reticulation events may have occurred in the deep lineage history of the genus. Within <em>Rhododendron</em>, subgenus <em>Therorhodion </em>diverged first at 56 Mya, then a burst of diversification occurred from 23.8 to 17.6 Mya, generating ten lineages among the component 12 clades of core <em>Rhododendron</em>. Diversification in subgenus <em>Rhododendron </em>accelerated c. 16.6 Mya and then became fairly continuous. Conversely, <em>Hymenanthes </em>diversification was slow at first, then accelerated very rapidly around 5 Mya. In the Himalaya–Hengduan Mountains, subgenus <em>Rhododendron </em>contained one major clade adapted to high altitudes and another to low altitudes, whereas most clades in <em>Hymenanthes </em>contained both low- and high-altitude species, indicating greater ecological plasticity during its diversification.
• <strong>Conclusions </strong>The 13 clades proposed here may help to identify specific ancient hybridization events. This study will help to establish a stable and reliable taxonomic framework for <em>Rhododendron</em>, and provides insight into what drove its diversification and ecological adaption. Denser sampling of taxa, examining both organelle and nuclear genomes, is needed to better understand the divergence and diversification history of <em>Rhododendron</em>.
DOI: 10.6084/m9.figshare.25283683.v1
title: <i>in silico</i> off-target analysis of lethal genes in cabbage stem flea beetle

description: Off-target analysis was conducted using Bowtie v1.3 (Langmead et al., 2009) to map every possible 21-mers of CSFB effective lethal gene sequences. Mappings in both directions were allowed with up to 2 mismatches. Furthermore, the orthology inference analysis described above was conducted using translated amino acid sequences of <i>T.castaneum</i> and the transcriptomes of the investigated off-target organisms Aphis mellifera (RefSeq: GCF_003254395.2), Bombus Terrestris (RefSeq: GCF_910591885.1), Daphnia magna (RefSeq: GCF_020631705.1), <i>Coccinella septempunctata </i>(RefSeq: GCF_907165205.1), and Chrysoperla carnea (RefSeq: GCF_905475395.1). The orthology inference results were filtered to get the single orthologs of the lethal genes associated with above 90% mortality in (Buer et al., 2024) The filtered list and the off-target prediction results were investigated to determine the number of matches to the putative lethal gene orthologs in the off-target organisms. "off_target_prediction_lethal" is the Python 3.9 script used during data analysis.
DOI: 10.6084/m9.figshare.11342426.v1
title: dropcell_image_data_set

description: Dropcell technology, REALISM project, BIOASTER 2019.<br>Image data set of a monolayer array of droplets, acquired over 6 fields of view (10X magnification), in 5 different imaging channels including brightfield and fluorescence, and 8 time points.
DOI: 10.6084/m9.figshare.21262536.v1
title: Pages published by Royal Society journals 1880-2010

description: This spreadsheet contains a data series for the number of pages of content in the Royal Society's two major research journals: the Philosophical Transactions (both A and B series, after 1887) & Proceedings of the Royal Society (both A and B series, after 1905). Data is derived from a spreadsheet maintained by RS staff, of the page count for each issue of each journal; which was transformed into annual counts for each journal by St Andrews IT staff. <br> NB this is a count of editorial pages of content published, not of number of copies of pages printed (i.e. it cannot be used to estimate print production costs, unless combined with print-run data - and print-run data is very sketchy...) <br> This is the data for Figure 2b of my 2022 paper 'From philanthropy to business' https://doi.org/10.1098/rsnr.2022.0021 <br> Fuller data - for a longer period of time, and with a breakdown by journal title - is available in a separate dataset.
DOI: 10.6084/m9.figshare.25045667.v3
title: 2023 NMDC Ambassador Event Survey

description: This Post-Event survey was used for the 2023 cohort of NMDC Ambassadors. The Ambassadors provided this survey to their event participants who were able to answer anonymously, and summary data was collected for publication. The IRB for this survey was approved by the Lawrence Berkeley Lab Human Subjects Committee as an exempt IRB protocol under #394NR002
DOI: 10.15468/dl.vh3fgn
title: Occurrence Download

description: A dataset containing 8626 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria bicolor (Gray, 1842)"
 ]
}

 The dataset includes 8626 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001433-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.17153369.v4
title: Supplemental table 2 | Non-parametric reference intervals

description: Supplemental data: non-parametric 95% reference intervals supplied with the journal article
DOI: 10.6084/m9.figshare.27644661.v1
title: Demographics, geometry and stress data

description: Data is listed for four conditions: Controls, familial thoracic aortic aneurysm and dissection (FTAAD), Marfan Syndrome (MS), and bicuspid aortic valve (BAV).'Master sheet' contains all demographic data including anthropomorphic data.'Radius and Thickness' contains data on the geometric measurements obtained by MRI.'Stress data' contains the thick and thin-walled stress calculations as well as the Laplace curvatures.<br>
DOI: 10.6084/m9.figshare.8101256.v1
title: Experiment 2: A sensory integration account for time perception

description: <br><br>Each raw of each matrix represents a single trial.Columns represent:1. Subject ID2. Session ID3. Trial N4. T1 5. I16. Correct Choice7. Response (normalized from 0 to 1)8. Stimulus Type (0: empty, 1: filled)9.Task Type (0: Intensity delayed comparison, 1: duration delayed comparison)<br>