cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29402420
title: Knee_OA_Thermal_Imaging

description: Knee osteoarthritis (KOA) is a degenerative joint disease, causing pain and reduced mobility, especially in older adults. Current imaging techniques, CT, MRI, and bone scintigraphy, mainly detect structural changes but provide limited insight into active inflammation. Additionally, CT, and scintigraphy expose patients to ionizing radiation, restricting frequent follow-up, while MRI is time-consuming, not readily repeatable, and adds significant financial burden to the patient. Infrared thermal imaging (IRT) is a non-invasive, radiation-free technique that detects subtle temperature changes reflecting joint inflammation. IRT provides immediate, real-time results, making it suitable for repeated assessments and timely clinical decision-making, including intervention modifications. This study aims to validate IRT for the assessment, immediate monitoring, and long-term follow-up of KOA, with a focus on its utility in evaluating treatment response for clinical use.
DOI: 10.6084/m9.figshare.29402420.v1
title: Knee_OA_Thermal_Imaging

description: Knee osteoarthritis (KOA) is a degenerative joint disease, causing pain and reduced mobility, especially in older adults. Current imaging techniques, CT, MRI, and bone scintigraphy, mainly detect structural changes but provide limited insight into active inflammation. Additionally, CT, and scintigraphy expose patients to ionizing radiation, restricting frequent follow-up, while MRI is time-consuming, not readily repeatable, and adds significant financial burden to the patient. Infrared thermal imaging (IRT) is a non-invasive, radiation-free technique that detects subtle temperature changes reflecting joint inflammation. IRT provides immediate, real-time results, making it suitable for repeated assessments and timely clinical decision-making, including intervention modifications. This study aims to validate IRT for the assessment, immediate monitoring, and long-term follow-up of KOA, with a focus on its utility in evaluating treatment response for clinical use.
DOI: 10.15468/dl.4qbjx6
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aesculus californica (Spach) Nutt.)",
 "StateProvince is one of (California)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1388 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068928-250525065834625/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.29403203
title: Numerical source data for graphs and charts

description: Diagnosing Disorders of Consciousness (DoC) remains a critical challenge in cognitive neuroscience. In this study we introduce EEG-based brain states as a real-time, bedside tool for assessing dynamic brain connectivity in DoC patients. We analyze EEG data from 237 acute and chronic DoC patients across three centers, identifying five recurrent functional connectivity patterns. The probability of these patterns correlated strongly with consciousness levels, with high-entropy patterns exclusive to healthy controls and low-entropy patterns prevalent in severe DoC, predicting individual recovery outcomes. Real-time testing validated reliable bedside detection of these patterns. Our findings demonstrate EEG’s potential for monitoring dynamic brain connectivity, offering insights into the neural basis of consciousness and advancing diagnostic strategies for DoC.
DOI: 10.6084/m9.figshare.29403203.v1
title: Numerical source data for graphs and charts

description: Diagnosing Disorders of Consciousness (DoC) remains a critical challenge in cognitive neuroscience. In this study we introduce EEG-based brain states as a real-time, bedside tool for assessing dynamic brain connectivity in DoC patients. We analyze EEG data from 237 acute and chronic DoC patients across three centers, identifying five recurrent functional connectivity patterns. The probability of these patterns correlated strongly with consciousness levels, with high-entropy patterns exclusive to healthy controls and low-entropy patterns prevalent in severe DoC, predicting individual recovery outcomes. Real-time testing validated reliable bedside detection of these patterns. Our findings demonstrate EEG’s potential for monitoring dynamic brain connectivity, offering insights into the neural basis of consciousness and advancing diagnostic strategies for DoC.
DOI: 10.15468/dl.6qduy5
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Myanmar, Nepal, China, Pakistan, Bangladesh, Bhutan, Afghanistan)",
 "TaxonKey is Rapala pheretima (Hewitson, 1863)"
 ]
}

 The dataset includes 192 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068930-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vsv87
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bhutan, Nepal, Myanmar, Afghanistan, Pakistan, Bangladesh)",
 "TaxonKey is Rapala scintilla de Nicéville, 1890"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068929-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf93wg
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene buckleyi (Boulenger, 1882)"
 ]
}

 The dataset includes 546 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068931-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ec0afx
title: Direct Experience with Poor Working Conditions and Partisan Labor Policy Preferences

description: Do Republicans and Democrats who hold jobs with poor working conditions have similar views on pro-union labor policy? Extensive research in American political behavior counsels against such an expectation as a long line of research suggests individuals absorb the views of their party and therefore Republicans and Democrats should hold vastly different views on labor policy. However, this underestimates the potentially meaningful role of personal experience in policy preferences as a potential counterweight to partisanship. A key limitation to testing this has been the absence of data with workers’ preferences and direct measures of working conditions. This study draws on original data on 5,425 service sector workers to examine the relationship between partisanship, direct experience with poor working conditions, and labor policy preferences. The results suggest partisanship is an important determinant of labor policy preferences, but only when workers work in relatively good jobs. Among workers with good working conditions, partisanship is influential and Republicans and Democrats hold significantly different views on labor policy. Yet as working conditions deteriorate, the role of partisanship diminishes and Republican and Democratic workers' views converge and align with both embracing pro-union labor policy preferences.
DOI: 10.7910/dvn/duvwxq
title: Replication Data for: ``Can Politicians Say That? What Shapes Public Responses to Speech Scandals?´´

description: Data and code for replicating results of ``Can Politicians Say That? What Shapes Public Responses to Speech Scandals?´´, Journal of Experimental Political Science
Thomas Gift (UCL) and Carlos X. Lastra-Anadón (IE University)
Please get in touch for comments via clastra@faculty.ie.edu
DOI: 10.15468/dl.hgjzdm
title: Occurrence Download

description: A dataset containing 3258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aesculus glabra Willd.)",
 "StateProvince is one of (Alabama, Arkansas, Georgia, Illinois, Indiana, Iowa, Kansas, Kentucky, Maine, Maryland, Michigan, Minnesota, Mississippi, Missouri, Nebraska, New Hampshire, New Jersey, New York, Ohio, Oklahoma, Ontario, Pennsylvania, Tennessee, Texas, West Virginia)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 3258 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068932-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wptav6
title: Occurrence Download

description: A dataset containing 66563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-84.82 33.389,-83.957 33.389,-83.957 34.111,-84.82 34.111,-84.82 33.389))",
 "HasCoordinate is true",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 66563 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068924-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6a9wf
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juglans californica S.Watson)",
 "StateProvince is one of (California)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1099 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068933-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc290xs1
title: CCDC 2116053: Experimental Crystal Structure Determination

description: Related Article: Qinghai Lu, Aixiang Tian, Shuang Yu, Xi Xu, Shufang Ma, Mengle Yang|2023|Eur.J.Inorg.Chem.|26|e202200672|doi:10.1002/ejic.202200672
description: Related Article: Yingyu Li|2021|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kf3lq
title: CCDC 2366093: Experimental Crystal Structure Determination

description: Related Article: Venkatesan Kali, Sai Deepak Pasuparthy, Barnali Maiti|2025|Tetrahedron|184|134774|doi:10.1016/j.tet.2025.134774
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.dfqxf4
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juglans major (Torr.) A.Heller)",
 "StateProvince is one of (Arizona, Mexico Central, Mexico Gulf, Mexico Northeast, Mexico Northwest, Mexico Southwest, New Mexico, Oklahoma, Texas)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1071 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068934-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ztek3
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Anolis heterodermus Duméril, 1851)"
 ]
}

 The dataset includes 701 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068935-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkqybd
title: Occurrence Download

description: A dataset containing 168538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización y enriquecimiento de las bases de datos del proyecto de evaluación y análisis geográfico de la diversidad faunística de Chiapas"
 ]
}

 The dataset includes 168538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007578-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11400121
title: Deam

description: DEAM dataset consists of 1802 excerpts and full songs annotated with valence and arousal values both continuously (per-second) and over the whole song. The detailed description of the dataset is given in the Manual. The metadata describing the audio excerpts (their duration, genre, folksonomy tags) is in the metadata archive.
DOI: 10.5281/zenodo.11400122
title: Deam

description: DEAM dataset consists of 1802 excerpts and full songs annotated with valence and arousal values both continuously (per-second) and over the whole song. The detailed description of the dataset is given in the Manual. The metadata describing the audio excerpts (their duration, genre, folksonomy tags) is in the metadata archive.
DOI: 10.15468/dl.67bacx
title: Occurrence Download

description: A dataset containing 479677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Euploea curassavicae Fabricius, 1807",
 "TaxonKey is Papilio misippiformis Meuschen, 1781",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
 }
 ]
}

 The dataset includes 479677 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071620-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v6skg
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Guiana",
 "Geometry POLYGON((-52.36105 4.88887,-52.34972 4.88887,-52.34972 4.91076,-52.36105 4.91076,-52.36105 4.88887))",
 "HasCoordinate is true",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 48 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007578-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shfynu
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camponotus niveosetosus Mayr, 1862"
 ]
}

 The dataset includes 716 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052532-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgzfbv
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Scincella modesta (Günther, 1864)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007578-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znqg02
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diclidurus isabella (Thomas, 1920)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 51 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007866-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssvqz8
title: Occurrence Download

description: A dataset containing 792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Penelope ortoni Salvin, 1874, Penelope ortoni Salvin, 1874, Penelope ortoni Salvin, 1874)",
 "DecimalLatitude is greater than or equal to -14",
 "DecimalLatitude is less than or equal to 13",
 "DecimalLongitude is greater than or equal to -83",
 "DecimalLongitude is less than or equal to -60"
 ]
}

 The dataset includes 792 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066326-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvu2ef
title: Occurrence Download

description: A dataset listing the 3372149 species recorded in GBIF matching the query:
{ }

 The dataset's 3372149 records were derived from 38348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007110-210914110416597/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.26656480.v1
title: Additional file 3 of From waste to health-supporting molecules: biosynthesis of natural products from lignin-, plastic- and seaweed-based monomers using metabolically engineered Streptomyces lividans

description: Additional file 3. Gene expression data reflecting genes linked to amino acid biosynthesis.
DOI: 10.6084/m9.figshare.26656483
title: Additional file 4 of From waste to health-supporting molecules: biosynthesis of natural products from lignin-, plastic- and seaweed-based monomers using metabolically engineered Streptomyces lividans

description: Additional file 4. Gene expression data reflecting genes linked to oxidative stress response and energy metabolism.
DOI: 10.6084/m9.figshare.26656483.v1
title: Additional file 4 of From waste to health-supporting molecules: biosynthesis of natural products from lignin-, plastic- and seaweed-based monomers using metabolically engineered Streptomyces lividans

description: Additional file 4. Gene expression data reflecting genes linked to oxidative stress response and energy metabolism.
DOI: 10.6084/m9.figshare.26593334.v1
title: Additional file 1 of mutscan—a flexible R package for efficient end-to-end analysis of multiplexed assays of variant effect data

description: Additional file 1. Available from https://doi.org/10.5281/zenodo.7896393 . Reprocessing of FOS/JUN data from Diss & Lehner. This file provides a reproducible record describing how mutscan was used to reprocess the data from a previous publication.
DOI: 10.6084/m9.figshare.26593247.v1
title: Additional file 1 of A loop-mediated isothermal amplification assay for the rapid diagnosis of soybean rust caused by Phakopsora pachyrhizi

description: Additional file 1: Table S1. Genome data used for the identification of candidate detection targets. Table S2. The 53,887 orthologous groups identified from the genomes of 61 Pucciniomycotina strains. Table S3. The 868 candidate orthologous groups used for the identification of interspecific specific, intraspecific conserved, and single-copy genes. Table S4. The 143 candidate orthologous groups with identical protein sequences in all three Phakopsora pachyrhizi strains. Table S5. DNA samples used for testing the specificity of the loop-mediated isothermal amplification assay.
DOI: 10.25934/pr00010407
title: Data Challenge_AMR pathogen prevalence

description: Antimicrobial resistance (AMR) poses a major threat to human health. While it is challenging to continue surveillance within resource limited settings worldwide, identifying and targeting the highest priority pathogens in different locations considered a highly important aspect in combating with rising AMR trends. According to CDC reports, COVID-19 hindered the surveillance on AMR. There were numerous studies focused on prevalence of secondary bacterial infections (8.4%-39.9% [n=81 studies]), bacterial co-infections (4.9%-8.4% [n=55 studies]) and unspecified bacterial infections (11.2%-44.5% [n=30 studies]) in people admitted to the hospitals due to COVID-19. Among those, prevalence of AMR pathogens ranged from 4.8% to 100%. However, these studies did not provide the societal effect of AMR during COVID-19. Furthermore, many nations were affected by lack of resources due to disruptions to importing medicines and limited access to health facilities given travel restrictions imposed. Objectives: To investigate how prevalence of AMR pathogens in regional populations affected by the COVID-19.  Methodology: Identify the top-most prevalent AMR pathogens during the COVID-19 pandemic period (2020-2023) and compare the same with data from 2016-2019 based on the population surveillance (regions: Europe, Africa/Middle east, Asia, North America, Latin America and the Caribbean, Oceania) available through Vivil AMR register and publicly available data. Then, analyse the differences in prevalence for different antibiotic resistance groups (Beta-lactamase negative/positive, ESBL, MBL, MRSA, MSSA, MDR) across two time periods and identify the rate of AMR prevalence changes. Data analysis: Descriptive epidemiological and statistical techniques and Meta analysis will be utilised. Outcomes: This study will provide insights into understanding changes in prevalence of AMR causing pathogens at different regions. It will provide physicians, surveillance organizations, diagnostic test developers, testing laboratories, and the pharmaceutical industry with detailed information on priority pathogens in each global region, along with comprehensive data on the extent of antimicrobial resistance changes. Overall, the study will inform antimicrobial stewardship.
DOI: 10.6084/m9.figshare.26593247
title: Additional file 1 of A loop-mediated isothermal amplification assay for the rapid diagnosis of soybean rust caused by Phakopsora pachyrhizi

description: Additional file 1: Table S1. Genome data used for the identification of candidate detection targets. Table S2. The 53,887 orthologous groups identified from the genomes of 61 Pucciniomycotina strains. Table S3. The 868 candidate orthologous groups used for the identification of interspecific specific, intraspecific conserved, and single-copy genes. Table S4. The 143 candidate orthologous groups with identical protein sequences in all three Phakopsora pachyrhizi strains. Table S5. DNA samples used for testing the specificity of the loop-mediated isothermal amplification assay.