cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nz3x68r4r8
title: Data for: Enhanced thermal stability of piezoelectricity in lead-free (Ba,Ca)(Ti,Zr)O3 systems through tailoring the phase transition behavior
DOI: 10.6084/m9.figshare.13228211.v1
title: cross_correlations.tar.gz

description: 150 cross correlations of seismic noise in Iceland for 75 station pairs. There are two cross correlations per pair, one for vertical component and one for the transverse component.
DOI: 10.6084/m9.figshare.13604030.v3
title: Questionnaire on the digital parliament

description: This is a 15 question survey, as well as the responses (raw data) from 32 parliamentary experts (25 countries), which were used to define a transformation framework towards the digital parliament. The findings are analyzed in a contribution titled "ParlTech: Transformation Framework for a Digital Parliament" to a special issue of Big Data and Cognitive Computing (ISSN 2504-2289).
DOI: 10.6084/m9.figshare.19163738.v1
title: Assess Sleep Data 110222.xlsx

description: Dataset<br>
DOI: 10.6084/m9.figshare.25801228.v2
title: Orthopyroxene-dominated upper mantle melting on building early crust on the Moon

description: Understanding lunar crust building is important for investigating fundamentals of planetary evolution, but its nature remains enigmatic. Here we report non-Apollo-like highland clasts in the Chang’e-5 samples and find high-alumina melts enclosed in a noritic anorthosite. Geochemistry and phase equilibria modeling suggest that the melt is compositionally parental to lunar magnesian-suite rocks, and was sourced from a plagioclase-bearing, orthopyroxene-dominated upper mantle (~4.5 kbar and 1225℃). It was formed as a direct consequence of upper mantle melting at the onset of gravitational instability. We propose that early crust formation on the Moon started from multiple anorthositic cumulate flotations, to upper mantle melting caused by small-scale in-situ overturn, and eventually ended up by decompression melting of lower mantle cumulates following large-scale (global) overturn.
DOI: 10.6084/m9.figshare.27042550.v2
title: Data table

description: The present research was a questionnaire-based cross-sectional study. We included patients diagnosed with psoriasis who received treatment at Chulabhorn Hospital in Thailand from January 2019 to July 2021. The inclusion criteria were patients over 18 years old without any cognitive or related problems, such as delirium or dementia. Each patient responded to the questionnaire by telephone or face-to-face with a non-dermatologist interviewer to avoid any bias. Alternatively, patients could choose to complete and return the questionnaire via postal mail. Patients were informed that they could stop the interview at any point and could also refuse to participate in the study without any effect on their treatment in the future. We collected information on patients’ demographic data, current treatment, Itch Numeric Rating Scale (Itch NRS) scores, factors affecting itch, and scores on the Thai version of the Dermatology Life Quality Index (DLQI). For the assessment of itch intensity in this questionnaire-based study, we used the Itch NRS scale, a manual rating scale used to assess the intensity of pruritus, with scores ranging from 0 to 10. The Itch NRS was the instrument of choice because of our study design, its simplicity of assessment, and the high validity and high correlation with other manual rating scales, such as the visual analog scale (VAS) and verbal rating scale (VRS). Quality of life was evaluated using the validated Thai version of DLQI, a validated and widely used tool with a version available in Thailand 9.
DOI: 10.17632/4d7rfm4s77
title: The Global Economic Impacts of the COVID-19 Pandemic

description: This repository contains the following files accompanying the paper, "The Global Economic Impacts of the COVID-19 Pandemic":
01. The epidemiological assumptions for 2020 in the first scenario
02. The shocks to emulate the scenarios
03. The simulation results from the G-Cubed model
04. The data used to produce the Tables, Figures, and Annexures in the paper
05. The R script to replicate the graphs in the Figures and Annexures

Please check "McKibbin & Fernando_2023_ReadMe.pdf" for further instructions.
DOI: 10.17632/f5p4h32p46
title: Multi-modality deep learning model reaches high prediction accuracy in the diagnosis of ovarian cancer diagnosis

description: This code supports the article "Multi-modality deep learning model reaches high prediction accuracy in the diagnosis of ovarian cancer diagnosis" .The weights are also be included.
DOI: 10.17632/xpgr4g795v
title: Exploring Suicidal and Self-injurious Behaviors (SSIBs) Signal Strength of Biologics in Treating Psoriasis or Psoriatic Arthritis: A 10-year Real-world Pharmacovigilance Analysis Using FAERS Database

description: Supplemental figure and table of original article
DOI: 10.6084/m9.figshare.12459383.v1
title: Codes and Appendix A1 - Virtual Species SDM

description: Table S1: Literature review on common practices in SDM papers that projected models to a different time period (past or future)<br>Codes: Codes used to run the virtual species simulation
DOI: 10.6084/m9.figshare.12503510.v3
title: Impact of COVID-19 on the access to hearing health care services for children with cochlear implants: a survey of parents

description: Data was obtained from 24 participants in response to a questionnaire.parents of the CI child were asked to respond using likert scale
DOI: 10.6084/m9.figshare.13123244.v1
title: Flight simulation data from: Effects of early-life exposure to sublethal levels of a common neonicotinoid insecticide on the orientation and migration of monarch butterflies (Danaus plexippus)

description: Flight simulation data from: Effects of early-life exposure to sublethal levels of a common neonicotinoid insecticide on the orientation and migration of monarch butterflies (Danaus plexippus)<br>
DOI: 10.6084/m9.figshare.14680965.v2
title: MLatom input templates

description: Collection of input files for the MLatom program to perform training and evaluation of machine learning models.
DOI: 10.6084/m9.figshare.23566704.v1
title: scNanoHi-C: a single-cell long-read concatemer sequencing method to reveal high-order chromatin structures within individual cells

description: This item contains the Source Data files and Supplementary Data files of scNanoHi-C: a single-cell long-read concatemer sequencing method to reveal high-order chromatin structures within individual cells. See description in the SourceData.xlsx.
DOI: 10.6084/m9.figshare.24980664.v1
title: MAXENT files

description: MAXENT files
DOI: 10.6084/m9.figshare.28899440.v2
title: The core dataset for the study ''<b>Tracing China’s methane emissions: 10,000 coal mines for ten years</b>''

description: Methane is the second most abundant anthropogenic greenhouse gas. China is the largest methane emitting country in the world, greater than the combination of Europe and America. While coal mining represents half of China’s methane emissions, the amount and the trend of emissions remain controversial since 2010. With China stopping updating emission data after 2014, this compromises the accuracy of the trajectory of global methane emissions. Here, we provide a comprehensive inventory of coal mine methane (CMM) emissions from 2011 to 2020, by independently quantifying the weighted emission factors of more than 10000 mines.We would like to clarify that all data sources for this study are publicly available. The core dataset used in this study comes from the <b><i>Compilation of National Coal Mine Gas Level Identification for 2011</i></b>, which is a publicly available book published by the Chinese National Coal Mine Safety Inspection Bureau. This compilation includes detailed data on gas levels in over 10000 coal mines across China, which serves as the basis for our analysis of methane emission factors. Additionally, the provincial coal production data was sourced from the <b><i>China Energy Statistical Yearbook</i></b>, a widely accessible government publication that compiles annual statistics on coal production at the provincial level.We have uploaded the complete dataset to Figshare, which can be accessed via the DOI link. This ensures that all interested researchers can access the full data used in our study for replication and further analysis. We believe that these measures have improved the transparency and repeatability of our work.
DOI: 10.17632/5vxbxbv2pm
title: Weller Calf survival JDS supplement table

description: Supplement Table for "Genetic and environmental analysis female calf survival in the Israel Holstein cattle population" J. I. Weller et al., authors
DOI: 10.17632/5xv2kwg2c2
title: Bus et al. iScience. PINK1 hDANs

description: Raw and filtered datasets for transcriptomics, proteomics, electron microscopy images.
DOI: 10.17632/j4xs3kh3fd
title: HERMOS: An Annotated Image Dataset for Visual Detection of Grape Leaf Diseases

description: Vineyard powdery mildew (Uncinula necator), dead arm (Phomopsis viticola) and vineyard downy mildew (Plasmopara viticola) diseases are frequently seen in the vineyards in the Gediz River Basin, West Anatolia of Turkey and cause significant damage to the crop. These diseases can be detected early using artificial intelligence-based systems that can contribute to crop yields and also reduce the labor of the farmer and the amount of pesticides used. This article presents a dataset, for use in such AI-based systems. The dataset, namely Hermos, contains four classes of grapevine images; leaves with dead root, leaves with powdery mildew, leaves with downy mildew and healthy leaves. 
Diseased areas on the leaf pictures were labeled with the "bounding-box" method. The dataset contains a total of 914 images and 13,904 labels. Labels on the picture are stored in Pascal VOC format in an xml document with the same file name as the picture.
DOI: 10.17632/ky8vs4xhp8
title: Outer Radial Glia-Like Cancer Stem Cells Contribute to Heterogeneity of Glioblastoma
DOI: 10.17632/tysjwrdjtx
title: Human Behavior Political Content Analysis

description: Content Analysis Data of an HBSE Textbook Content Analysis
DOI: 10.6084/m9.figshare.5614588.v2
title: Latitudinal gradients in phosphorus and vegetation biomass for Sweden and Denmark

description: FROM: Seekel, D., J.-F. Lapierre, and K.S. Cheruvelil. 2018. A geography of lake carbon cycling. Forthcoming in Limnology & Oceanography Letters. These data were combined for a figure depicting strong latitudinal gradients in phosphorus fertilizer and manure application and aboveground vegetation biomass for Sweden and Denmark. An intersection between human and natural gradients can lead to cross-regional contrasts in energy and mass transfer to lakes and explain the presence of thresholds in lake C cycling. Data were averaged within latitudinal bands for the extent of Sweden and Denmark and plotted as splines to emphasize the overall patterns. Data sources are: Cheruvelil, K.S. J.-F. Lapierre, and D. Seekell. 2017. Latitudinal gradients in phosphorus and vegetation biomass for Sweden and Denmark. DOI: 10.6084/m9.figshare.5614588; Potter, P., N. Ramankutty, E.M. Bennett, and S.D. Donner. 2010. Characterizing the Spatial Patterns of Global Fertilizer Application and Manure Production. Earth Interactions 14 (2): 1-22. http://dx.doi.org/10.1175/2009EI288.1; and Ruesch, Aaron, and Holly K. Gibbs. 2008. New IPCC Tier-1 Global Biomass Carbon Map For the Year 2000. Available online from the Carbon Dioxide Information Analysis Center <i>[</i><i>http://cdiac.ess-dive.lbl.gov</i><i>]</i>, Oak Ridge National Laboratory, Oak Ridge, Tennessee.
DOI: 10.6084/m9.figshare.853801_d8
title: SSI_GLDAS.zip

description: The Global Integrated Drought Monitoring and Prediction System (GIDMaPS) provides near real-time drought information based on multiple drought indicators and input data sets (http://drought.eng.uci.edu/). In this package, the folder names indicate the drought index and the source of data (INDEX_SOURCE). Index options are: 1-PSI: Multivariate Standardized Drought Index (MSDI) based on Precipitation (P) and Soil Moisture (S). 2-SSI: Standardized Soil Moisture Index 3-SPI: Standardized Precipitation Index. In each folder the files are named as INDEXYYYYMM.asc, where YYYY= year; MM= month, and INDEX = PSI, SSI, SPI.
<br>
GIDMaPS is presented in [Hao et al, 2014]. The deatails of MSDI, SSI and SPI are discussed in [Hao and AghaKouchak 2013a, 2013b]. GIDMaPS data has been used in [Damberg and AghaKouchak, 2013].
 
<strong>References</strong>
[1] Hao Z., AghaKouchak A., Nakhjiri N., Farahmand A., 2014, Global Integrated Drought Monitoring and Prediction System, Scientific Data, 1: 140001, doi: 10.1038/sdata.2014.1.
<br>
[2]  Hao Z., AghaKouchak A., 2013a, A Nonparametric Multivariate Multi-Index Drought Monitoring Framework,Journal of Hydrometeorology, doi:10.1175/JHM-D-12-0160.1.
<br>
[3]  Hao Z., AghaKouchak A., 2013b, Multivariate Standardized Drought Index: A Parametric Multi-Index Model,Advances in Water Resources, 57, 12-18, doi: 10.1016/j.advwatres.2013.03.009.
<br>
[4]  Damberg L., AghaKouchak A., 2013, Global Trends and Patterns of Droughts from Space, Theoretical and Applied Climatology, doi: 10.1007/s00704-013-1019-5. 
<br>
DOI: 10.17632/h2m8byc753
title: LINF_180015000

description: IQ motif-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.22003938.v1
title: RT-PCR-data-30min-afterStress.csv from Effects of different acute stressors on the regulation of appetite genes in the carp (<i>Cyprinus carpio</i> L.) brain

description: csv files containing the raw data calcualated from the PCR data
DOI: 10.6084/m9.figshare.24454576.v1
title: JujubeDataSet_mini.zip

description: A High-Precision Jujube Disease Spot Detection during the Sorting Process
DOI: 10.6084/m9.figshare.6072941.v1
title: Sherrell Table S1-Dataset+legend from A ‘shallow bathtub ring’ of local sedimentary iron input maintains the Palmer Deep biological hotspot on the West Antarctic Peninsula shelf

description: Fe and Mn data for 8 stations in the Palmer Deep region, west Antarctic Peninsula
DOI: 10.17632/8m2twcdd54
title: Pyoderma Gangrenosum of the Vulva: A Systematic Review

description: Pyoderma gangrenosum presentation on the vulva is a rare condition which is not well characterized, leading to difficulty with diagnosis and treatment. This dataset contains supplementary data associated with the systematic review of PG of the vulva. 
Figure S1. Pyoderma Gangrenosum of the Vulva. PRISMA Flow Diagram Detailing the Screening Process for Systematic Review of Pyoderma Gangrenosum of the Vulva.
Figure S2. Pyoderma Gangrenosum of the Vulva. Distribution of underlying diseases in Vulvar Pyoderma Gangrenosum.
Figure S3. Pyoderma Gangrenosum of the Vulva. Complications of Vulvar Pyoderma Gangrenosum.
Supplementary Table 1. Quality Appraisal of Included Case Reports.
Supplementary Table 2. Quality Appraisal of Included Case Series.
DOI: 10.17632/r2pwt6538t
title: Data for: Terrestrial cooling record through the Eocene-Oligocene transition of Australia
DOI: 10.6084/m9.figshare.13520015.v1
title: Example data for running CellChat's tutorial

description: This scRNA-seq data contain cells from two biological conditions: nonlesional (NL, normal) and lesional (LS, diseased) human skin from patients with atopic dermatitis. We use it to showcase CellChat’s diverse functionalities on cell-cell communication analysis of a single dataset as well as comparison analysis of multiple datasets.
DOI: 10.6084/m9.figshare.21445590.v2
title: Annual PALSAR/MODIS forest and evergreen forest cover maps in the Brazilian Amazon.

description: These datasets include annual PALASR/MODIS forest cover maps and annual evergreen forest cover maps in the Brazilian Amazon from 2000 to 2021. The 50-m PALSAR/MODIS forest cover maps in 2007, 2008, 2009, and 2010 were included in one TIFF file (1 represents forest and 0 represents non-forest; 1100 means forest in 2007, forest in 2008, non-forest in 2009, and non-forest in 2010).
DOI: 10.6084/m9.figshare.22630642.v1
title: SQLite database of variants in CC founder mouse strains (build 39)

description: SQLite databases of variants in the founder mouse strains for the Collaborative Cross and Diversity Outbred mice, for use with R/qtl2. <br> fv.2021.snps.db3 uses mouse genome build 39. <br> Each contains 6 tables: csqs, genes, meta, snps, so_terms, variants. <br> The variants table has fields variants_id, chr, pos, sdp (strain distribution pattern), ref (reference allele), alt (alt allele), confidence, sample_* (genotype for each of the 8 founder strains), conf_* (confidence for each of the 8 founder strains), and max_csq. <br> The snps table is similar but with a reduced set of fields: snp_id, chr, pos_Mbp, alleles, sdp, ensemble_gene_id, csq. <br> The genes table has fields ensembl_id, ensembl_version, symbol, name, chromosome, start_position, end_position, strand. <br> The meta table has meta-data information on the source of the data. <br> The source for the variants is Sanger: https://www.mousegenomes.org/snps-indels/ <br> See also the web interface to these databases: https://churchilllab.jax.org/foundersnps/search
DOI: 10.17632/722bnh25gp
title: global_division_shp

description: The global regions used in this study. These ten regions include AMZ (Amazon), CAF (Central Africa), EUR (Europe), NAS (Northern Asia), NNA (Northern North America), OCE (Oceania), SAF (Southern Africa), SAS (Southern Asia), SNA (Southern North America), and SSA (Southern South America).
DOI: 10.17632/8j78n2znjb
title: Raw survival data_P.minutus infected_Blue Diode Laser

description: Survival data in days, of the amphipod Gammarus fossarum infected or not with Polymophus minutus (Acanthocephala), following laser treatment aimed at killing the parasite inside its live host (Blue Diode Laser, 1.4W, 3*50 ms or 5*50 ms, after a pre-drilled hole at 0.5W for 100ms)
DOI: 10.17632/fttj9mcw2h
title: Resettled laborers in the Inka empire: A comparative study

description: This is a comparative study of the household economies of resettled laborers working for the state and the nobility (called mitmaqkuna and yanakuna, respectively) from the South American Inka empire (circa 1400-1530s). Hu's research at Yanawilka in the Vilcas Huaman province and Quave's research at Cheqoq in Maras, Cusco lend insight into the daily lives, wealth, and acculturation of marginalized populations within the Inka imperial domain.
DOI: 10.17632/gh3trr7p9x
title: (WTO) in Escalating International Trade

description: No doubt, the establishment of WTO has been an excellent achievement for international trade due to the liberalization of trade and the removal of barriers and tariffs that came with it.
DOI: 10.17632/6wgbk5cc3d
title: DOWNLOAD MP3: Diamond Platnumz - Kamata

description: Are you here to Download Diamond Platnumz - Kamata mp3? then scroll below. DOWNLOAD MP3: Diamond Platnumz - Kamata Download Audio Diamond Platnumz - Kamata Mp3 mp4 Download WCB Wasafi Records multiple award-winning vocalist, Diamond Platnumz is out with a catchy new Track termed “Kamata“. QOUTABLE LYRICS Kamata kamata Kamatika kamata Kamata kamata Mpaka chini kamata Kamata kamata Kamatika kamata Kamata kamata Mpaka chini kamata
DOI: 10.17632/fmn3zr9rg2
title: Authentic communication

description: The dataset includes categorized themes and anonymized representative quotes from participants. This dataset is particularly promising for longitudinal studies, incorporation of current complement the associated research article and can inform the design and implementation of child-centric digital health interventions in respiratory care.
DOI: 10.17632/ydkrtmygjp
title: Dataset for the Segmentation of Cervical Spinal Cord and Cervical MS Lesions

description: The cervical spinal cord is a segment of the spinal cord located in the neck of the spine and forms the transition zone for many important functional pathways in the body. The cervical region is located approximately at the level of the C1-C7 intervertebral disc of the spinal cord. Accurate segmentation of the cervical spinal cord is therefore a critical step in the diagnosis and treatment of neurological disorders.

This dataset was prepared for the detection and segmentation of cervical spinal cord cross-sectional area (CSA) and MS (multiple sclerosis) lesions in the cervical spinal cord. The MR images in the dataset are T2-weighted (T2-w) modality in axial plane and were collected from volunteer patients at Akdeniz University Hospital. The preparation of the dataset was conducted as a retrospective study with the relevant decision of the Clinical Research Ethics Committee of the Faculty of Medicine of Akdeniz University . The images in the dataset were obtained from a total of 87 patients diagnosed with MS in the last 2 years until May 2024, without personal information of the patients. Of these patients, 68 were female and the remaining 19 were male, ranging in age from 14 to 72 years. MR scans of the patient group were performed on a Siemens Magnetom Spectra 3.0T MR scanner. Data were collected using 2D MR slices in T2-w modality in a turbo spin echo sequence scanned in the axial (transverse) plane of the cervical spinal cord region, which is requested from MS patients as part of the clinical routine. The slice thickness for MR slices in the scans in the dataset was 4 mm. 

The MR slices in the dataset were initially provided in DICOM format and were converted to NIfTI format during the pre-processing steps. Subsequently, from these MR scans, 231 suitable slices were obtained in .png format. ITK-Snap software was used for this data conversion. The MR scans in the dataset were reviewed by two different radiologists with consensus from Akdeniz University, and the ground truth masks were performed manually in ITK-Snap, and the selected slices were double-checked and verified. In this study, two different labels were created by experts on MR slices. The first label indicates the area of the MS lesion in the CSA region (grey area), while the other label identifies the remaining area (white area), CSA without MS, after subtracting the MS lesion from the CSA.

To share the dataset of 231 MR images, two folders were created here: images and ground truth masks. The images folder contains MR slices in .png format, while the ground truth masks folder contains ground truth masks delineated by radiologists for MR slices in .png. In the folders, the first patient data is patient_0 and the last patient is patient_86. Multiple slices from the same patient can be present in the dataset and are separated by slice number. In the ground truth masks, the white area represents the CSA region, while the gray area represents the MS lesion in the CSA region.
DOI: 10.6084/m9.figshare.17021930.v1
title: Datasets and R code for "Multiple preferred escape trajectories are explained by a geometric model incorporating prey's turn and predator attack endpoint"

description: The summary data for escape response of <i>P. major</i> used for statistical analysis and figures, and the R code for the mathematical model, statistical analysis, and figures.