cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17946070
title: GWAS results for TRIAD CMR HFpEF

description: This is the summary statistics for the Genome-wide Association Study results for HFpEF. Specifically using HFpEF predicted probabilities in the UK Biobank. The HFpEF predicted probabiliites were determined (for TRIAD-CMR) from the TRIAD-CMR model, which is an externally trained model to predict HFpEF from cardiac MRIs.
DOI: 10.57760/sciencedb.30500
title: Molecular Docking Data of Eight Natural Compounds with the β1-Adrenergic Receptor (β1-AR)
title: Molecular Docking Data of Eight Natural Compounds with the β1-Adrenergic Receptor (β1-AR)

description: This dataset contains all necessary files to reproduce the molecular docking simulations presented in the manuscript "Systematic Identification and Recognition Analysis of Beta1-Adrenergic Receptor Targeting Material Basis in Tibetan Medicine Formula Bawei Chenxiang Powder". The docking studies investigated the interactions between eight natural compounds (6-hydroxy-2-(2-phenylethyl) chromone (HPC), 3,4-dihydroxybenzoic acid (DHBA), dehydrocostus lactone (DHL), taxifolin, costunolide, myristicin, gallic acid, and catechin) and the human β1-adrenergic receptor (β1-AR), whose structure was obtained from the Protein Data Bank (PDB ID: 7BVQ).
description: This dataset contains all necessary files to reproduce the molecular docking simulations presented in the manuscript "Systematic Identification and Recognition Analysis of Beta1-Adrenergic Receptor Targeting Material Basis in Tibetan Medicine Formula Bawei Chenxiang Powder". The docking studies investigated the interactions between eight natural compounds (6-hydroxy-2-(2-phenylethyl) chromone (HPC), 3,4-dihydroxybenzoic acid (DHBA), dehydrocostus lactone (DHL), taxifolin, costunolide, myristicin, gallic acid, and catechin) and the human β1-adrenergic receptor (β1-AR), whose structure was obtained from the Protein Data Bank (PDB ID: 7BVQ).
DOI: 10.5281/zenodo.17946069
title: GWAS results for TRIAD CMR HFpEF

description: This is the summary statistics for the Genome-wide Association Study results for HFpEF. Specifically using HFpEF predicted probabilities in the UK Biobank. The HFpEF predicted probabiliites were determined (for TRIAD-CMR) from the TRIAD-CMR model, which is an externally trained model to predict HFpEF from cardiac MRIs.
DOI: 10.57760/sciencedb.33294
title: The weather patterns of PRD ozone pollution meteorology and the ozone sensitivity to precursor emissions
title: The weather patterns of PRD ozone pollution meteorology and the ozone sensitivity to precursor emissions

description: This dataset includes the Self-Organizing Maps (SOM) classification model of 4 mesoscale weather patterns and 3 synoptic-scale weather patterns of ozone pollution days over Pearl River Delta (PRD) from 2015 to 2023. This dataset also included the GEOS-Chem adjoint simulation for four typical case studies for each mesoscale weather patterns (20201027~1102; 20220501~0507; 20200830~0905; 20210602~0607)
description: This dataset includes the Self-Organizing Maps (SOM) classification model of 4 mesoscale weather patterns and 3 synoptic-scale weather patterns of ozone pollution days over Pearl River Delta (PRD) from 2015 to 2023. This dataset also included the GEOS-Chem adjoint simulation for four typical case studies for each mesoscale weather patterns (20201027~1102; 20220501~0507; 20200830~0905; 20210602~0607)
DOI: 10.57760/sciencedb.30454
title: The first decadal-scale ground-based microwave radiometer dataset in China: Brightness temperature and thermodynamic profiles from Xianghe (2013–2022)
title: The first decadal-scale ground-based microwave radiometer dataset in China: Brightness temperature and thermodynamic profiles from Xianghe (2013–2022)

description: This dataset consists of continuous ground-based microwave radiometer (MWR) observations and corresponding retrieved atmospheric temperature and humidity profiles collected at the Xianghe site from 2013 to 2022. The quality-controlled and weather-classified brightness temperature dataset has a temporal resolution of 1 minute, covering all 14 radiometric channels of the MWR. Each record includes quality control flags and weather classification identifiers to ensure data reliability and facilitate condition-dependent analyses.Based on the validated retrieval models developed in this study, the atmospheric temperature and humidity profiles were derived from the brightness temperature observations. To improve computational efficiency and meet operational application requirements, the retrievals were performed on 10-minute averaged brightness temperature data, resulting in a 10-minute interval profile dataset. The retrieved profiles extend from the surface up to 10 km, providing long-term, high-quality atmospheric structure information suitable for climatological analysis, model validation, and algorithm development.
description: This dataset consists of continuous ground-based microwave radiometer (MWR) observations and corresponding retrieved atmospheric temperature and humidity profiles collected at the Xianghe site from 2013 to 2022. The quality-controlled and weather-classified brightness temperature dataset has a temporal resolution of 1 minute, covering all 14 radiometric channels of the MWR. Each record includes quality control flags and weather classification identifiers to ensure data reliability and facilitate condition-dependent analyses.Based on the validated retrieval models developed in this study, the atmospheric temperature and humidity profiles were derived from the brightness temperature observations. To improve computational efficiency and meet operational application requirements, the retrievals were performed on 10-minute averaged brightness temperature data, resulting in a 10-minute interval profile dataset. The retrieved profiles extend from the surface up to 10 km, providing long-term, high-quality atmospheric structure information suitable for climatological analysis, model validation, and algorithm development.
DOI: 10.15468/dl.hxprz7
title: Occurrence Download

description: A dataset containing 4510225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acridotheres cristatellus, Acridotheres tristis, Alcippe hueti, Alophoixus pallidus, Cyanopica cyanus, Cyanoptila cyanomelana, Emberiza spodocephala, Eophona migratoria, Ficedula albicilla, Geokichla citrina, Hemixos castanonotus, Hemixos flavala, Hypsipetes amaurotis, Hypsipetes leucocephalus, Iole propinqua, Ixos mcclellandii, Leiothrix lutea, Parus minor, Parus major, Parus cinereus, Periparus venustulus, Phoenicurus auroreus, Pica pica, Pica serica, Pterorhinus sannio, Pycnonotus aurigaster, Pycnonotus cafer, Pycnonotus finlaysoni, Pycnonotus flavescens, Pycnonotus jocosus, Pycnonotus melanicterus, Pycnonotus sinensis, Pycnonotus striatus, Pycnonotus xanthorrhous, Spilopelia chinensis, Spizixos canifrons, Spizixos semitorques, Spodiopsar cineraceus, Spodiopsar sericeus, Streptopelia orientalis, Sinosuthora webbiana, Tarsiger cyanurus, Treron sphenurus, Turdus eunomus, Turdus hortulorum, Turdus merula, Turdus mandarinus, Turdus naumanni, Urocissa erythroryncha, Zoothera dauma, Zosterops simplex)",
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4510225 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054151-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.33244
title: A dataset of conducting polymers synthesized by electropolymerization for electrochemical energy storage in aqueous electrolytes
title: A dataset of conducting polymers synthesized by electropolymerization for electrochemical energy storage in aqueous electrolytes

description: This database contains the experimental results of a series of conducting polymers prepared by electropolymerization of ramoatic molecules for the electrochemical energy storage in aqueous electrolytes. Galvanostatic, potentiostatic or potentiodynamic methods are adopted during the electropolymerization. The energy storage performance of these films are evaluated using galvanostatic charge-discharge (GCD) method at different active material mass-normalized current densities (1, 2, 3, 5, and 10 A g-1) in the potential window where no significant electrolyte decomposition happens. Three electrode setup at room temperature is adopted, and the reference electrode is saturated calomel electrode. The counter electrode is a graphite rod. The electrolyte is 1 M H2SO4, 1 M or 2 M ZnSO4, 1 M (NH4)2SO4, 1 M KOH, or 2 M Zn(CF3SO3)2. The experimental results of the cyclic voltammetry and impedance spectroscopy of some conducting polymers are also included.
description: This database contains the experimental results of a series of conducting polymers prepared by electropolymerization of ramoatic molecules for the electrochemical energy storage in aqueous electrolytes. Galvanostatic, potentiostatic or potentiodynamic methods are adopted during the electropolymerization. The energy storage performance of these films are evaluated using galvanostatic charge-discharge (GCD) method at different active material mass-normalized current densities (1, 2, 3, 5, and 10 A g-1) in the potential window where no significant electrolyte decomposition happens. Three electrode setup at room temperature is adopted, and the reference electrode is saturated calomel electrode. The counter electrode is a graphite rod. The electrolyte is 1 M H2SO4, 1 M or 2 M ZnSO4, 1 M (NH4)2SO4, 1 M KOH, or 2 M Zn(CF3SO3)2. The experimental results of the cyclic voltammetry and impedance spectroscopy of some conducting polymers are also included.
DOI: 10.57760/sciencedb.33263
title: Data underlying the research of Spatial Transcriptomics Evaluation of Drug Resistance in Non-Small Cell Lung Cancer Regulated by Multiple Mechanisms Including ABC Transporters
title: Data underlying the research of Spatial Transcriptomics Evaluation of Drug Resistance in Non-Small Cell Lung Cancer Regulated by Multiple Mechanisms Including ABC Transporters

description: This dataset originates from a study employing spatial transcriptomics to investigate acquired resistance mechanisms to epidermal growth factor receptor inhibitors (EGFRi) in non-small cell lung cancer (NSCLC). It integrates drug-resistance genomics and clinical data from GEO and TCGA cohorts, along with Visium HD spatial transcriptomic data (human lung cancer FFPE sample) from the 10x Genomics platform. Through integrative multi-omics analysis, it reveals the spatial coordination of multiple mechanisms—including ABC transporters (e.g., ABCC1/ABCG2), immune microenvironment remodeling (e.g., M2 macrophage polarization, T-cell exhaustion), metabolic reprogramming (e.g., lactate accumulation), and DNA repair—that collectively drive the resistant phenotype in NSCLC. The dataset includes differentially expressed genes, enriched pathways, immune cell infiltration, spatial co-localization patterns, prognostic genes, and causal inference results, providing a multidimensional resource for understanding spatial heterogeneity in NSCLC resistance and informing future combination therapy strategies.
description: This dataset originates from a study employing spatial transcriptomics to investigate acquired resistance mechanisms to epidermal growth factor receptor inhibitors (EGFRi) in non-small cell lung cancer (NSCLC). It integrates drug-resistance genomics and clinical data from GEO and TCGA cohorts, along with Visium HD spatial transcriptomic data (human lung cancer FFPE sample) from the 10x Genomics platform. Through integrative multi-omics analysis, it reveals the spatial coordination of multiple mechanisms—including ABC transporters (e.g., ABCC1/ABCG2), immune microenvironment remodeling (e.g., M2 macrophage polarization, T-cell exhaustion), metabolic reprogramming (e.g., lactate accumulation), and DNA repair—that collectively drive the resistant phenotype in NSCLC. The dataset includes differentially expressed genes, enriched pathways, immune cell infiltration, spatial co-localization patterns, prognostic genes, and causal inference results, providing a multidimensional resource for understanding spatial heterogeneity in NSCLC resistance and informing future combination therapy strategies.
DOI: 10.57760/sciencedb.33292
title: Nonlocal Dispersion of Anisotropic MIM Plasmonic Waveguides within the GNOR Framework
title: Nonlocal Dispersion of Anisotropic MIM Plasmonic Waveguides within the GNOR Framework

description: The dispersion relation of an anisotropic metal–insulator–metal (MIM) plasmonic waveguide is derived within the framework of the generalized nonlocal optical response (GNOR) model. The GNOR model extends the hydrodynamic Drude model (HDM) by introducing an electron diffusion term, thereby providing a more accurate description of nonlocal electron dynamics in metals. Numerical results indicate that increasing the diffusion constant d enhances nonlocal effects, leading to a blue shift of the modal frequency and a reduction in the propagation length. The anisotropic parameters further exert a pronounced influence on the dispersion characteristics, where variations in the principal-axis rotation angle and anisotropy ratio modify both the modal frequency and propagation behavior. These findings elucidate the coupled influence of nonlocality and anisotropy on plasmonic waveguide performance and provide theoretical guidance for the design of tunable plasmonic devices.
description: The dispersion relation of an anisotropic metal–insulator–metal (MIM) plasmonic waveguide is derived within the framework of the generalized nonlocal optical response (GNOR) model. The GNOR model extends the hydrodynamic Drude model (HDM) by introducing an electron diffusion term, thereby providing a more accurate description of nonlocal electron dynamics in metals. Numerical results indicate that increasing the diffusion constant d enhances nonlocal effects, leading to a blue shift of the modal frequency and a reduction in the propagation length. The anisotropic parameters further exert a pronounced influence on the dispersion characteristics, where variations in the principal-axis rotation angle and anisotropy ratio modify both the modal frequency and propagation behavior. These findings elucidate the coupled influence of nonlocality and anisotropy on plasmonic waveguide performance and provide theoretical guidance for the design of tunable plasmonic devices.
DOI: 10.6084/m9.figshare.30017944.v3
title: Keyhole Imagery Global Coverage Dataset (1960–1984)

description: This project provides the <i>Keyhole Imagery Global Coverage Dataset (1960–1984)</i>, a globally consistent framework for evaluating the spatio-temporal availability of declassified U.S. Keyhole reconnaissance imagery. The dataset is built on a regular 0.1° global grid of ~6.5 million points and integrates multiple resolution classes (C1: meter-level, C2: five-meter, C3: ten-meter). Standardized indicators are provided, including cover count, number of unique observation dates, first/last observation year, temporal span, maximum observation gap, peak observation year, and multi-period coverage classification.The project includes three components:<b>Data</b>: Four GeoPackage files (<code>declass_all_A.gpkg</code>, <code>global_classification.gpkg</code>, <code>global_grid_010deg.gpkg</code>, <code>global_stastical_010.gpkg</code>) plus original USGS shapefiles.<b>Code</b>: Python scripts implementing the three-step workflow (imagery classification, global grid generation, and point-based property calculation).<b>Figures</b>: Visualizations used in the article (C0 layers) and supplementary figures for C1–C3.The dataset supports reproducible Earth system research, historical land use reconstruction, and environmental change studies. Users are encouraged to cite the associated publication and dataset DOI when using these resources.
DOI: 10.15468/dl.xxuefr
title: Occurrence Download

description: A dataset containing 635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Machilus thunbergii",
 "Year 1970-2000"
 ]
}

 The dataset includes 635 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054159-251120083545085/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.5738439
title: Tattooed Human Mummies Database, Version 6.0

description: This global data set identifies naturally and deliberately preserved tattooed human remains from the archaeological record. Entries in the data table are organized broadly by date, and rely on direct dating wherever possible. Where radiocarbon data is available, dates represent calibrated ranges. Each entry also includes documentation as to the associated archaeological culture, site, and significant source material. Citations are not comprehensive. At the present time, historical European examples, unpublished and/or unprovenienced specimens from museums and private collections, and deliberately preserved historical skin samples are not generally included in the data set.<b>**Please note that this version of the database is no longer maintained or updated as of January, 2024**</b>The current version of this work is available as an arcGIS story map here: https://arcg.is/0LS89e0
DOI: 10.6084/m9.figshare.5738439.v14
title: Tattooed Human Mummies Database, Version 6.0

description: This global data set identifies naturally and deliberately preserved tattooed human remains from the archaeological record. Entries in the data table are organized broadly by date, and rely on direct dating wherever possible. Where radiocarbon data is available, dates represent calibrated ranges. Each entry also includes documentation as to the associated archaeological culture, site, and significant source material. Citations are not comprehensive. At the present time, historical European examples, unpublished and/or unprovenienced specimens from museums and private collections, and deliberately preserved historical skin samples are not generally included in the data set.<b>**Please note that this version of the database is no longer maintained or updated as of January, 2024**</b>The current version of this work is available as an arcGIS story map here: https://arcg.is/0LS89e0
DOI: 10.6084/m9.figshare.5738439.v13
title: Tattooed Human Mummies Database, Version 6.0

description: This global data set identifies naturally and deliberately preserved tattooed human remains from the archaeological record. Entries in the data table are organized broadly by date, and rely on direct dating wherever possible. Where radiocarbon data is available, dates represent calibrated ranges. Each entry also includes documentation as to the associated archaeological culture, site, and significant source material. Citations are not comprehensive. At the present time, historical European examples, unpublished and/or unprovenienced specimens from museums and private collections, and deliberately preserved historical skin samples are not generally included in the data set. 
<br>
<strong>Update for Version 6.0: </strong>
Please be sure to check out the ArcGIS StoryMap built with this data:  https://arcg.is/0LS89e0 
This visual interface is an ongoing effort, and will be built out with images and hyperlinked citations as time permits.
DOI: 10.15468/dl.ncczns
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.28_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Anaxyrus cognatus"
 ]
}

 The dataset includes 257 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054160-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/ck7t-yj44
title: Drought and thermal stress simulations for wheat 1970-2024

description: Drought and thermal stress simulations for wheat 1970-2024, created for analyses of abiotic stress impact
DOI: 10.15468/dl.dyputt
title: Occurrence Download

description: A dataset containing 13942995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 13942995 records from 556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054156-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kftdz
title: Occurrence Download

description: A dataset containing 89371476 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Africa"
 ]
}

 The dataset includes 89371476 records from 7920 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054155-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmxebs
title: Occurrence Download

description: A dataset containing 1362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neottia bifolia (Raf.) Baumbach"
 ]
}

 The dataset includes 1362 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299844-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-248863
title: Women’s International Convention, COGIC (23rd: 1973), program

description: [description english/roman)] Program for the 23rd Women’s International Convention, Church of God in Christ, Cleveland, Ohio, 1973 May 7-12.
DOI: 10.15468/dl.cdpxe6
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((61.52722 34.76069,60.67441 34.44932,60.64814 32.92866,60.88938 30.78014,61.74531 29.53901,62.12234 27.22542,62.32977 25.31797,65.46283 24.93943,68.30316 23.47958,69.74257 23.88247,70.64341 25.74088,72.25404 28.52036,74.88423 28.81527,81.04202 25.53209,87.62131 20.92783,90.70832 21.93901,95.37043 15.02258,98.36729 15.72747,98.26637 19.82435,101.71382 23.08022,104.59229 27.79947,104.17996 32.10175,100.9572 36.24403,76.58968 36.2283,73.43307 37.30342,69.24793 37.31237,66.2467 37.5095,61.52722 34.76069))",
 "TaxonKey is Ammannia auriculata Willd."
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049887-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqd8ug
title: Occurrence Download

description: A dataset containing 8922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 5000.0",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis latrans Say, 1823",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 8922 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044924-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.