cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29410230
title: Exploring the relationship between graft dysfunction with serum metabolites and inflammatory proteins: integrating Mendelian randomization, single-cell analysis, machine learning, and SHAP methods for comprehensive analysis

description: The exact mechanism of graft dysfunction has not been fully clarified. We aimed to explore the causal effects of serum metabolites on graft dysfunction and the mediating role of inflammatory proteins. We first analyzed the causal association of 1,091 serum metabolites and 91 inflammatory proteins with graft dysfunction by Mendelian randomization (MR) to find the most important indicators and calculated the mediating role of inflammatory proteins. Second, we further intergrated the single-cell analysis, machine learning, and Shapley Additive exPlanations (SHAP) methods to validate the role of the inflammatory protein in rejected transplanted kidneys. In MR analysis, the inverse variance weighted (IVW) method showed that N-acetylaspartyl glutamate (NAAG) levels reduced the risk of graft dysfunction (OR 0.648, 95% CI 0.522–0.805). Interleukin-2 receptor subunit beta (IL-2RB) mediated the association between NAAG and graft dysfunction with a mediation ratio of 11.35% (95% CI 1.85%–24.69%). In transplanted kidneys, IL-2RB is predominantly expressed elevated in T cells from rejection samples and is associated with decreased renal function. 10 hub genes were identified based on T cells with high and low expression of IL-2RB, of which NGboost reached AUC 0.77. The SHAP method obtained the gene with the greatest model contribution: the IL-2RB gene. NAAG plays a protective role in graft dysfunction, and part of the effect is mediated by inhibition of IL-2RB, which is verified as an important gene that functions in transplant kidney rejection. NAAG and IL-2RB may be novel molecular markers and therapeutic targets for graft dysfunction.
DOI: 10.6084/m9.figshare.29410230.v1
title: Exploring the relationship between graft dysfunction with serum metabolites and inflammatory proteins: integrating Mendelian randomization, single-cell analysis, machine learning, and SHAP methods for comprehensive analysis

description: The exact mechanism of graft dysfunction has not been fully clarified. We aimed to explore the causal effects of serum metabolites on graft dysfunction and the mediating role of inflammatory proteins. We first analyzed the causal association of 1,091 serum metabolites and 91 inflammatory proteins with graft dysfunction by Mendelian randomization (MR) to find the most important indicators and calculated the mediating role of inflammatory proteins. Second, we further intergrated the single-cell analysis, machine learning, and Shapley Additive exPlanations (SHAP) methods to validate the role of the inflammatory protein in rejected transplanted kidneys. In MR analysis, the inverse variance weighted (IVW) method showed that N-acetylaspartyl glutamate (NAAG) levels reduced the risk of graft dysfunction (OR 0.648, 95% CI 0.522–0.805). Interleukin-2 receptor subunit beta (IL-2RB) mediated the association between NAAG and graft dysfunction with a mediation ratio of 11.35% (95% CI 1.85%–24.69%). In transplanted kidneys, IL-2RB is predominantly expressed elevated in T cells from rejection samples and is associated with decreased renal function. 10 hub genes were identified based on T cells with high and low expression of IL-2RB, of which NGboost reached AUC 0.77. The SHAP method obtained the gene with the greatest model contribution: the IL-2RB gene. NAAG plays a protective role in graft dysfunction, and part of the effect is mediated by inhibition of IL-2RB, which is verified as an important gene that functions in transplant kidney rejection. NAAG and IL-2RB may be novel molecular markers and therapeutic targets for graft dysfunction.
DOI: 10.6084/m9.figshare.29409764
title: Corpus de notas periodísticas respaldadas - Paro Estudiantil UAEMex 2020

description: This folder contains a backup of the online journalism articles that wrote about the student movement in Universidad Autónoma del Estado de México. Each file contains the name about the author of the article as well as the date of publication.The name of the files are mentioned in the dataset "Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020".This corpus serves as base to make an analysis in Voyant Tools.The backup is made to prevent the loose of online information.
DOI: 10.6084/m9.figshare.29409764.v1
title: Corpus de notas periodísticas respaldadas - Paro Estudiantil UAEMex 2020

description: This folder contains a backup of the online journalism articles that wrote about the student movement in Universidad Autónoma del Estado de México. Each file contains the name about the author of the article as well as the date of publication.The name of the files are mentioned in the dataset "Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020".This corpus serves as base to make an analysis in Voyant Tools.The backup is made to prevent the loose of online information.
DOI: 10.15468/dl.nwxs76
title: Occurrence Download

description: A dataset containing 33648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalopholis cruentata (Lacepède, 1802)"
 ]
}

 The dataset includes 33648 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069222-250525065834625/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.29409857.v1
title: Corpus de notas periodísticas respaldadas (Ordenadas por medio de comunicación)- Paro Estudiantil UAEMex 2020

description: This folder contains a backup of the online journalism articles that wrote about the student movement in Universidad Autónoma del Estado de México. Each file contains the name of author of the article as well as the date of publication.The files are classified according to the publications of each media outlet; each document includes all the articles that the media outlet published on the student movement, the articles are organized by date. The dates can be consulted in "Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020".This corpus serves as base to make an analysis in Voyant Tools.The backup is made to prevent the loose of online information.
DOI: 10.6084/m9.figshare.29409857
title: Corpus de notas periodísticas respaldadas (Ordenadas por medio de comunicación)- Paro Estudiantil UAEMex 2020

description: This folder contains a backup of the online journalism articles that wrote about the student movement in Universidad Autónoma del Estado de México. Each file contains the name of author of the article as well as the date of publication.The files are classified according to the publications of each media outlet; each document includes all the articles that the media outlet published on the student movement, the articles are organized by date. The dates can be consulted in "Listado de notas periodísticas publicadas en línea sobre el Paro Estudiantil de la Universidad Autónoma del Estado de México en 2020".This corpus serves as base to make an analysis in Voyant Tools.The backup is made to prevent the loose of online information.
DOI: 10.5281/zenodo.10066593
title: Educator Perceptions of DevOps Teaching Recommendations and Their Alignment with Common Challenges

description: DevOps education presents unique pedagogical challenges due to the diversity of tools, rapid technological change, and the multidisciplinary nature of the field. Although previous work has proposed recommendations to address these challenges, it is unclear how educators perceive these recommendations and whether they align with the challenges encountered in practice. In this paper, we present a mixed methods study involving 11 DevOps educators who interacted with Improve, a tool that presents a curated set of educational challenges and recommendations derived from previous literature. Educators indicated which recommendations they already use, which they intend to use, and which challenges they experience and are motivated to address. Our findings show that 22.6% of the recommendations were new to educators and considered potentially useful, while 59.2% were already in use. Additionally, 66.3% of the challenges were considered relevant, with most of them having linked recommendations that educators were already using or willing to adopt. This study provides empirical insights into the perceived usefulness of existing recommendations, identifies gaps in challenge-recommendation mappings, and supports future efforts to design and disseminate more targeted educational guidance for DevOps teaching.
DOI: 10.5281/zenodo.10059119
title: Educator Perceptions of DevOps Teaching Recommendations and Their Alignment with Common Challenges

description: DevOps education presents unique pedagogical challenges due to the diversity of tools, rapid technological change, and the multidisciplinary nature of the field. Although previous work has proposed recommendations to address these challenges, it is unclear how educators perceive these recommendations and whether they align with the challenges encountered in practice. In this paper, we present a mixed methods study involving 11 DevOps educators who interacted with Improve, a tool that presents a curated set of educational challenges and recommendations derived from previous literature. Educators indicated which recommendations they already use, which they intend to use, and which challenges they experience and are motivated to address. Our findings show that 22.6% of the recommendations were new to educators and considered potentially useful, while 59.2% were already in use. Additionally, 66.3% of the challenges were considered relevant, with most of them having linked recommendations that educators were already using or willing to adopt. This study provides empirical insights into the perceived usefulness of existing recommendations, identifies gaps in challenge-recommendation mappings, and supports future efforts to design and disseminate more targeted educational guidance for DevOps teaching.
DOI: 10.15468/dl.ggugfd
title: Occurrence Download

description: A dataset containing 39977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiocordycipitaceae"
 ]
}

 The dataset includes 39977 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069223-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/pxcb-yn93
title: Polyp Segmentation Dataset

description: The dataset folder is divided into two parts. The first part is the Train dataset, which contains 900 Kvasir-SEG data sets and 550 CVC-ClinicDB data sets, with a total of 1450 training images. image is the original image and masks are labels. The next is the test dataset, which contains the remaining images of Kvasir-SEG and CVC-ClinicDB as the test set, and all images of CVC-ColonDB, ETIS, and CVC-300 as the test set images.
DOI: 10.15468/dl.ar6kxx
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Malaxis Sol. ex Sw."
 ]
}

 The dataset includes 301 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013552-241107131044228/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.27712287
title: “Changes of nitrous oxide dynamics induced by typhoons: a case in Zhanjiang bay, China” data

description: Zhanjiang Bay is located in the northwest of the South China Sea (SCS), a region frequently affected by typhoons. According to previous statistics, Zhanjiang Bay experiences an average of 10 direct or indirect typhoon hits per year (Chen et al., 2021), making it an ideal study area for exploring nitrogen cycling in marine ecosystems after typhoons. To deepen our understanding of marine nitrogen cycling and the impact of typhoons on global climate change, this study systematically discusses and analyses variations in Zhanjiang Bay after typhoons. This study aims to contribute to a deeper understanding of the response of marine nitrogen cycling to typhoons.
DOI: 10.15468/dl.dka94g
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acipenser naccarii Bonaparte, 1836)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 148 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013553-241107131044228/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.27712089
title: Sketch Engine George Eliot Providence Concordance

description: This is the Sketch Engine Concordance annotated with four versions contained in the sheet: one with the sentiment type annotations, one with the segment type annotations, one with both types of annotations, and one without annotations.
DOI: 10.6084/m9.figshare.27712089.v1
title: Sketch Engine George Eliot Providence Concordance

description: This is the Sketch Engine Concordance annotated with four versions contained in the sheet: one with the sentiment type annotations, one with the segment type annotations, one with both types of annotations, and one without annotations.
DOI: 10.15468/dl.6yqf2g
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heterotis niloticus (Cuvier, 1829))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 273 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013554-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jsjcb
title: Occurrence Download

description: A dataset containing 5424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clarias gariepinus (Burchell, 1822))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5424 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013555-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vpncp
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protopterus annectens (Owen, 1839))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 180 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013556-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvuzr7
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria limbata (Meisn.) H.Hara"
 ]
}

 The dataset includes 547 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013558-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6whhhj
title: Occurrence Download

description: A dataset containing 22599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.13073 -33.01799,-71.04829 -33.01799,-71.04829 -32.98406,-71.13073 -32.98406,-71.13073 -33.01799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22599 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013557-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejtqaz
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luciobarbus callensis (Valenciennes, 1842))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 151 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013560-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.355tmw
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterygoplichthys pardalis (Castelnau, 1855))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 831 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013561-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21947/2476898
title: Eddy Covariance Flux / Processed Data

description: This dataset consists of estimates of mean and turbulent quantities from a vertical array of instruments installed on the barge met mast, including: sonic anemometers, relative humidity and temperature, pressure, and rain. One of the levels consists of a paired sonic anemometer and infrared gas analyzer for direct covariance sensible and latent heat fluxes. Mean and turbulent quantities are determined over 20-minute averaging periods.
DOI: 10.21947/2476899
title: Micro Rain Radar / Raw Data

description: This dataset includes the reflectivity, estimated rainfall rate, liquid water content, and vertical velocity recorded by the MRR2 averaged over 30 s intervals.
DOI: 10.21947/2476900
title: Laser Disdrometer / Raw Data

description: This dataset contains raw data from the laser disdrometer on the barge. The disdrometer measures droplet size distribution, hydrometer type, and precipitation rate.
DOI: 10.21947/2476901
title: Laser Disdrometer / Raw Data

description: This dataset contains raw data from the laser disdrometer on the barge. The disdrometer measures droplet size distribution, hydrometer type, and precipitation rate.
DOI: 10.21947/2476906
title: Lidar / Raw Data

description: This dataset contains raw data from the UND scanning Doppler lidar, consisting of range- and time-resolved measurements of radial velocity, attenuated backscatter, intensity, and spectral width. We note that the beam azimuth angles are NOT referenced to true north.
DOI: 10.21947/2476907
title: Lidar / Processed Data

description: This dataset contains processed, standardized data from the UND scanning Doppler lidar at WFIP3's BARG site, consisting of range- and time-resolved measurements of radial velocity, attenuated backscatter, intensity, and spectral width. We note that the beam azimuth angles are NOT referenced to true north.
DOI: 10.15468/dl.tq2dty
title: Occurrence Download

description: A dataset containing 8352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus bachmani (Waterhouse, 1839)"
 ]
}

 The dataset includes 8352 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013563-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc8tn4
title: Occurrence Download

description: A dataset containing 325796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria maculosa Gray"
 ]
}

 The dataset includes 325796 records from 2328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013559-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptndan
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Observations naturalistes indépendantes d'origine privée partagées sur la base de données Kollect Nouvelle-Aquitaine-Observations faunistiques de Thomas GACHET",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 674 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216746-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j6dj3
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Mammal records for Europe via the iMammalia app, Données naturalistes opportunistes Faune-France - Données Naturalistes Faune-France 2020 Communes, Données naturalistes opportunistes Faune-France - Liste des espèces de la faune sauvage observées en 2019 selon le maillage communal français de la base de données naturalistes Faune-France, Angelo State Natural History Collections (ASNHC) Mammal specimens (Arctos), 2020_CEN PACA_1, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, MSB Mammal Collection (Arctos))",
 "TaxonKey is Ammotragus lervia (Pallas, 1777)",
 "Year 2019-2023"
 ]
}

 The dataset includes 343 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265153-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54vyh2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oligomerus explanatus Sakai, 1982",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226514-220831081235567/datasets/export for details.