cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26063989.v1
title: The effect of near-surface winds on surface temperature and dust transport on Venus

description: Data from the paper <i>The effect of near-surface winds on surface temperature and dust transport on Venus</i>The outputs are netcdf files for the tropics and North Pole region at midday and midnight for 2, 10 and 100 m above the local surfaceThe variable are :HGT: the elevation (m)<br>XLONG and XLAT: the longitude and latitudinal gridPTOT : Pressure (Pa)<br>tk : temperature (K)tpot : potential temperature (K)<br>Um : Zonal wind (m/s)<br>Vm: Meridionnal wind (m/s)<br>W : Vertical wind (m/s)The vertical grid is <br><br>More information about the file is available with the command "ncdump -h ./X"
DOI: 10.6084/m9.figshare.8939678.v2
title: Elusimicrobia analysis

description: fasta sequences used to make the phylogenetic trees in the paper. Phyligenetic files (newick format) are also provided. Itol annotation files are also provided
DOI: 10.4121/19635147.v1
title: Open research data: a case study into institutional and infrastructural arrangements to stimulate open research data sharing and reuse: interview transcripts and codebook

description: This dataset was used for the research article "<em>Open research data: a case study into institutional and infrastructural arrangements to stimulate open research data sharing and reuse</em>", published in the Journal of Librarianship & Information Science. <br> The data entails: <strong>Coded interview transcripts</strong>, available as either .atlproj9- or .qdpx-file <strong>Non-coded interview transcripts </strong>of interviews 1-4 (policy makers and support staff), available as either .docx- or .xml-file <strong>Non-coded interview transcripts </strong>of interviews 5-7 (researchers), available as either .docx- or .xml-file <strong>Codebook</strong>, available as either .xlsx- or .csv-file The file contents per item are in principle the same; only the filetype differs.
DOI: 10.6084/m9.figshare.24787296.v1
title: Snow leopard numt hits

description: Numt sequences identified in a snow leopard nuclear genome.
DOI: 10.6084/m9.figshare.27173751.v1
title: Datasets for Zhang et al 2024 New Phytologist

description: These datasets are to support the study of Zhang et al 2024 "<b>Strong nestedness and turnover effects on stand productivity in a long-term forest biodiversity experiment</b>".
DOI: 10.6084/m9.figshare.5296294.v1
title: Novel Object Memory Tests (NOMTs)

description: The NOMTs are 3 reliable tests to measure object recognition ability with novel objects (this includes all images required to run the test, including instructions and practice trials, in the order they appear).
DOI: 10.17632/bnvwzk99wy
title: LINF_130019200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mbv823fhr8
title: The maxiumum and minimum water demands of crops; And the planting area of crops

description: The water demand is calculated by P-M equation and is used in the optimization of agricultural water resources management o promise the essential water demand and not exceed the maximum water demand to achieve water saving. The planting areas are gathered form the crop layer and used to calculate the water demand of crops by calculating the water demand per unit of areas by planting areas.
DOI: 10.6084/m9.figshare.11897325.v1
title: Supplementary Material for: Dual Vascular Endothelial Growth Factor Receptor and Fibroblast Growth Factor Receptor Inhibition Elicits Antitumor Immunity and Enhances Programmed Cell Death-1 Checkpoint Blockade in Hepatocellular Carcinoma

description: <b><i>Background and Aims:</i></b> Combining anti-angiogenic therapy with immune checkpoint blockade with anti-programmed cell death-1 (PD-1) antibodies is a promising treatment for hepatocellular carcinoma (HCC). Tyrosine kinase inhibitors are well-known anti-angiogenic agents and offer potential for combination with anti-PD-1 antibodies. This study investigated the possible underlying immunomodulatory mechanisms of combined therapy. <b><i>Methods:</i></b> HCC tissue samples for RNA-sequencing (RNA-seq) were obtained from patients with differential prognoses following anti-PD-1 treatment. Recombinant basic fibroblast growth factor (bFGF) and vascular endothelial growth factor A (VEGFA) were used to stimulate T cells following lenvatinib or sorafenib treatment, respectively. T cell function was analyzed by flow cytometry and lactate dehydrogenase assay. In vivo experiments were conducted in murine H22 and Hepa 1–6 competent models of HCC. Local immune infiltration in the tumor microenvironment (TME) was assessed using multicolor flow cytometry. Gene regulation was evaluated by RNA-seq. Microvascular density was measured by immunohistochemistry, and PD-1 ligand (PD-L1) induction was quantified by western blot. <b><i>Results:</i></b> The baseline expression of VEGF and fibroblast growth factor (FGF) in patients with progressive disease was significantly higher than in patients achieving stable disease following anti-PD-1 treatment. VEGFA and bFGF significantly upregulated the expression of PD-1, cytotoxic T-lymphocyte-associated protein-4, and Tim-3 on T cells, while inhibiting the secretion of interferon gamma (IFNG) and granzyme B and suppressing T cell cytotoxicity. This immunosuppressive effect was reverted by lenvatinib but not sorafenib. Furthermore, dual lenvatinib/anti-PD-1 antibody therapy led to better antitumor effects than either sorafenib or fibroblast growth factor receptor (FGFR) inhibitor (BGJ398) in H22 murine models of HCC. Combined lenvatinib/anti-PD-1 treatment also led to long-term immune memory formation, while synergistically modulating the TME and enhancing the cytotoxic effect of T cells. Finally, lenvatinib inhibited PD-L1 expression on human umbilical vein endothelial cells, which improved the function of T cells. <b><i>Conclusions:</i></b> Inhibition of vascular endothelial growth factor receptor and FGFR augmented the efficacy of anti-PD-1 antibodies. Combined lenvatinib/anti-PD-1 treatment appears to exert antitumor activity by synergistically modulating effector T cell function in the TME and by mutually regulating tumor vessel normalization.
DOI: 10.6084/m9.figshare.12479675.v1
title: Lemmatizer Evaluation Sheets (Lys 7, Hom. Il. 1.1-279)

description: Evaluation of accuracy of lemmatizers for 2 samples (Lys 7, Hom. Il. 1.1-279)
DOI: 10.6084/m9.figshare.20110280.v1
title: Patient and clinician priorities for the organization of primary cardiovascular care in Quebec [Delphi study]

description: Cardiovascular diseases are the leading cause of death and disability worldwide. Little is known about the organizational priorities of patients and clinicians involved in primary cardiovascular care. This study aimed to identify their shared top priorities and explore on which aspects their perspectives differed. A three-round modified e-Delphi study was carried out with patients and clinicians in seven primary care settings from metropolitan, suburban and small-town areas in Quebec, Canada. Patient partners experienced in the mobilization of their experiential knowledge also participated in the study. Following an “open” round (up to 5 important organizational aspects mentioned in free-text fields), the items elicited were assessed by a combined rating and ranking approach during rounds 2 and 3. Participants were randomly allocated to a rating or ranking subpanel stratified by their sex (female, male) and status (clinic patient, faculty patient partner, clinician) to maintain balance between both groups. Items achieving an initial consensus level ≥70% in round 2 were reassessed during the final (third) round. The study was approved by the University of Montreal Hospital Research Centre’s research ethics committee (project number 17.305). Participant recruitment and data collection took place over a one-year period, from November 2019 to November 2020. <br> Please see the README_file for more information about the variables in the dataset.
DOI: 10.6084/m9.figshare.8202134.v1
title: rsEEG eyes open SPSS file JoN

description: as above<br>
DOI: 10.17632/gv46c9p39m
title: AI-Boosted ESG: Transforming Enterprise ESG Performance Through Artificial Intelligence

description: This dataset is a collection of data and code used in the article AI-Boosted ESG: Transforming Enterprise ESG Performance Through Artificial Intelligence. The hypotheses of this paper include: 1. AI can promote ESG performance; 2.AI can improve ESG performance by improving green technology innovation, labor employment quality and analyst attention, as well as reducing management expense rate; 3. The enhancement effect of AI on ESG performance is more obvious in large-scale enterprises, manufacturing enterprises and enterprises in the eastern region. This dataset includes the three relevant tests above, as well as the relevant procedure codes for several robustness tests, including changing the AI word frequency statistics, using the multi-time-point difference-in-differences model, changing the model type to Tobit model, lagging one stage, and shortening the sample period. The data provided is collated to a certain extent. If you need specific original data or some other related material, you can contact corresponding author Jiayi Yu to ask for it at yu_jiayi20@126.com.
DOI: 10.17632/x6dsznyv3g
title: Matriz AWE-D

description: Dados da pesquisa "Avaliação de Websites de Regiões de Enoturismo: casos brasileiros e internacionais" publicado na Revista Brasileira de Pesquisa em Turismo (RBTUR).
DOI: 10.21233/4zam-mh34
title: Tsegeen Lake ostracode surface sample dataset

description: Raw data for the Tsegeen Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28718813.v1
title: A generative learning approach based on multi-perspective map representation for simulating multiple land use changes

description: This project implements a Map Generative deep learning (MapsGT) model for land use simulation. This project includes the paper "*A generative learning approach based on multi-perspective map representation for simulating multiple land use changes* "code and dataset, submitted to the *International Journal of Geographical Information Science*.
DOI: 10.6084/m9.figshare.28558226.v1
title: Manuscript1.docx

description: Data description not more than 500 words
DOI: 10.6084/m9.figshare.18282797.v1
title: MBALT17A_compiled.csv

description: Mercedes-Benz Auto Lease Trust (MBALT) 2017-A lease performance data. Accessed and cleaned via EDGAR of the SEC. Available to public.
DOI: 10.6084/m9.figshare.21792845.v1
title: Column Comparison_CD235aFITC

description: FCS files and final gates
DOI: 10.6084/m9.figshare.25336015.v3
title: <b>Serotype circulation and dengue</b>

description: In our study, we investigated how the circulation of different dengue virus (DENV) serotypes can influence the incidence of severe dengue and dengue with warning signs in Peru, a country where dengue is endemic. We analyzed 16 years of data from the dengue surveillance system, including nearly 58,000 serotype identification reports and 57,966 cases of severe dengue and dengue with warning signs. We found that regions with specific circulation of DENV-2, either alone or in combination with other serotypes, had higher incidence rates of severe dengue and dengue with warning signs. Our findings highlight the importance of monitoring DENV serotype circulation to manage and prevent severe dengue, especially in regions where DENV-2 is prevalent.
DOI: 10.6084/m9.figshare.27215253.v1
title: Random forest

description: Random forest model
DOI: 10.6084/m9.figshare.12693164.v2
title: Conserved 50 busco genes

description: Conserved 50 BUSCO genes descriptive at the species level. Accompanies EukDetect database. Intended for use in phylogenetics.
DOI: 10.6084/m9.figshare.14357210.v5
title: Byerlyetal_HabitatCovariateData

description: Habitat covariates measured for 3 years on Whiskey and Raccoon Islands, Terrebonne Bay, Louisiana , in mid-June of 2016 and mid-July of 2017–2018. Two 1-m2 quadrats per season were selected using randomized coordinates<br>within a 150 × 150–m2 plot around established points in restored and reference marsh sites. As sites were highly monotypic, two quadrats per plot per year for 3 years were considered adequate to characterize and capture variation across site covariates. Covariate measurements<br>consisted of % ground cover of each cover type<br>(plant, bare ground, water), %cover of each dominant plant type (succulent [primarily Salicornia spp.], A. germinans,<br>S. alterniflora, woody shrub [primarily Iva frutescens]), standing water depth, and plant height (defined as height of tallest plant present in plot). Salinity was assumed to be consistent across the marsh platform and was not measured.<br>Covariate Names (average of 2 quadrats per point per year): <br>DomCover: Dominant cover typeDomVeg; Dominant vegetation category<br>plant_av: % plot estimated to have plant coverwater_av: % plot estimated to have standing water coverbare_av: % plot estimated to have no plant/water cover-- bare ground <br>plantheight_av (cm): Height of tallest plant in plot in cm (converted from rounded inches)water_depth (cm): standing water depth in cm (converted from rounded inches)Salav: estimated % plant cover <i>Salicornia</i> spp. <br>Grassav: estimated % <i>Spartina alterniflora</i> cover <br>BMav: estimated % Black Mangrove (<i>Avicennia germinans</i>) cover <br>WSav: estimated % woody shrub cover, misc. species<br><br><br><br>
DOI: 10.6084/m9.figshare.5128933.v1
title: Supplementary Material for: High Innate Immune Specificity through Diversified C-Type Lectin-Like Domain Proteins in Invertebrates

description: A key question in current immunity research is how the innate immune system can generate high levels of specificity. Evidence is accumulating that invertebrates, which exclusively rely on innate defense mechanisms, can differentiate between pathogens on the species and even strain level. In this review, we identify and discuss the particular potential of C-type lectin-like domain (CTLD) proteins to generate high immune specificity. Whilst several CTLD proteins are known to act as pattern recognition receptors in the vertebrate innate immune system, the exact role of CTLD proteins in invertebrate immunity is much less understood. We show that CTLD genes are highly abundant in most metazoan genomes and summarize the current state of knowledge on CTLD protein function in insect, crustacean and nematode immune systems. We then demonstrate extreme CTLD gene diversification in the genomes of <i>Caenorhabditis </i>nematodes and provide an update of data from CTLD gene function studies in <i>C. elegans</i>, which indicate that the diversity of CTLD genes could contribute to immune specificity. In spite of recent achievements, the exact functions of the diversified invertebrate CTLD genes are still largely unknown. Our review therefore specifically discusses promising research approaches to rectify this knowledge gap.
DOI: 10.6084/m9.figshare.13055585.v6
title: Gesticulator: Ablation User Study Results

description: Result of the user study we conducted in our ICMI 2020 paper "Gesticulator: A framework for semantically-aware speech-driven gesture generation" to evaluate 6 different ablations of the proposed model.<br>
DOI: 10.6084/m9.figshare.3081640.v1
title: The NPM software dependency network in repository (npmjs.com)

description: The public software repository npm (http://npmjs.com) is one of the biggest ones. This dataset contains dependencies among packages in npm and is represented in edgelist format. It has 154744 nodes (software packages) and 517098 directed edges (dependencies).
DOI: 10.6084/m9.figshare.7824071.v1
title: Species data Watts et al 2019.xlsx

description: Percent cover data for vascular plant species recorded in permanent study plots at Creag an Lochain, Ben Lawers NNR, Scotland, both in 1999 and 2017; to accompany the paper entitled "Grazing exclusion and vegetation change in an upland grassland with patches of tall herbs” published in Applied Vegetation Science.
DOI: 10.6084/m9.figshare.8194622.v1
title: BIDS usage survey

description: Survey results from the bids usage survey - https://docs.google.com/forms/d/1ZPRr5KeUjmnBmT8Zs2hw1GmBstq9cGAFpPiU1vM59I4/edit
DOI: 10.6084/m9.figshare.26755192.v1
title: Additional file 5 of Single-mitochondrion sequencing uncovers distinct mutational patterns and heteroplasmy landscape in mouse astrocytes and neurons

description: Additional file 5: Dataset S2. SNV Impact Annotation for 1032 SNVs from SMITO dataset.
DOI: 10.6084/m9.figshare.26866672.v3
title: iPSCORE Metadata

description: The following files contain the metadata for samples used in iPSCORE and related studies.
DOI: 10.5281/zenodo.15314391
title: Time Headway record table
DOI: 10.5281/zenodo.15314392
title: Time Headway record table
DOI: 10.6084/m9.figshare.26114302.v1
title: Eddy-covariance measurement data under different source emission heights and rates

description: This data show eddy-covariance measurements under the impacts of altering the emission height and rate through utilizing an artificial source emission system. The results demonstrated a significant impact of changes in the emission height and rate on the EC measurements. Two emission heights, specifically 10 cm and 60 cm above the soil surface, representing the soil level (SL) and canopy level (CL), respectively. Three emission rates were releasing 4.48, 8.21, and 12.68 standard mL CH<sub>4</sub>/20s, respectively, corresponding to low emission (LE), moderate emission (ME), and high emission (HE).The raw data are similar format to EC calculated fluxes from Eddypro, including variables such as “datetime”, “temperature”, “flux”, and so on. The details can be seen by Liu et al. (2022):“Liu, S., Liu, G., Zhang, M., et al.: Evaluation of eddy covariance footprint models through the artificial line source emission of methane. Journal of Geophysical Research: Atmospheres, 2022, 127, e2021JD036294.”Different data from the date of 3-24, 4-06, 4-09, 4-21, 4-26, 4-28, and 4-28 correspond to different emission conditions, such as SL-ME, SL-HE, the details can be seen as the table below:DateStrat timeEnd timeEmission rateEmission height2020-3-2412:4818:051078.61102020-4-0615:4818:301626.50102020-4-0910:0413:301413.32102020-4-2112:5018:10962.66602020-4-2608:2013:20452.01602020-4-2809:4014:30589.57102020-4-2814:4016:30574.0660<br>
DOI: 10.17632/wxz74j8bts
title: GAN-based data augmentation to improve breast Ultrasound and Mammography Mass Classification

description: Various GAN methods, including Wasserstein GAN with Gradient Penalty (WGAN-GP), Cycle GAN, Conditional GAN, and Spectral Normalization GAN (SNGAN), were tested for data augmentation in breast regions of interest (ROIs) using mammography and ultrasound databases. The study employed real, synthetic, and hybrid ROIs (128x128 pixels) to train a Resnet network for classifying as benign (B) or malignant (M) classes. The quality and diversity of the synthetic data were assessed using several metrics: Fréchet Inception Distance (FID), Kernel Inception Distance (KID), Structural Similarity Index (SSIM), Multi-Scale SSIM (MS-SSIM), Blind Reference Image Spatial Quality Evaluator (BRISQUE), Naturalness Image Quality Evaluator (NIQE), and Perception-based Image Quality Evaluator (PIQE).Results revealed that the SNGAN model (FID=52.89) was most effective for augmenting mammography data, while CGAN (FID=116.03) excelled with ultrasound data. Cycle GAN and WGAN-GP, though demonstrating lower KID values, did not perform better than SNGAN and CGAN. The lower average MS-SSIM values suggested that SNGAN and CGAN produced a high diversity of synthetic images. However, lower SSIM, BRISQUE, NIQE, and PIQE values indicated poor quality in both real and synthetic images. Classification results showed high accuracy without data augmentation in both US (93.1%B/94.9%M) and mammography (80.9%B/76.9%M).
DOI: 10.15468/dl.m85hw5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njmyuz
title: Occurrence Download

description: A dataset containing 19275102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 19275102 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055242-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brnrhp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007631-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.furwc1
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020084-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktcgjb
title: Occurrence Download

description: A dataset containing 136229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Eswatini",
 "DatasetKey is Southern African Bird Atlas Project"
 ]
}

 The dataset includes 136229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055268-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nwh54
title: Occurrence Download

description: A dataset containing 38132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudanabaena",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38132 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030138-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012777
title: A Phase 4, Randomized, Open-Label, Active-Controlled Study to Investigate the Efficacy and Safety of Switching From Weekly Dulaglutide to Weekly Tirzepatide in Adults With Type 2 Diabetes

description: The main purpose of this study is to investigate the efficacy and safety of switching from weekly dulaglutide to weekly tirzepatide compared to increasing the dulaglutide dose in adults with type 2 diabetes.
DOI: 10.34740/kaggle/dsv/14892253
title: Peer-to-Peer Boliviano (BOB) Exchange Data