cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25345/c5h708b7r
title: MassIVE MSV000095137 - diaPASEF for HLA-I peptide analysis enables quantification of common cancer neoantigens
title: Human leukocyte antigen class I (HLA-I) molecules present short peptide sequences from endogenous or foreign proteins to cytotoxic T cells. Low abundance of HLA-I peptides poses significant technical challenges for their identification and accurate quantification. While mass spectrometry (MS) is currently a method of choice for direct system-wide identification of cellular immunopeptidome, there is still a need for enhanced sensitivity in detecting and quantifying tumor specific epitopes. As gas phase separation in data dependent MS data acquisition (DDA) increased HLA-I peptide detection by up to 50%, here, we aimed to evaluate the performance of data independent acquisition (DIA) in combination with ion mobility (diaPASEF) for high sensitivity identification of HLA presented peptides. Our streamlined diaPASEF workflow enabled identification of 11,412 unique peptides from 12.5 million A375 cells and 3,426 8-11mers from as low as 500,000 cells with high reproducibility. By taking advantage of HLA binder-specific in-silico predicted spectral libraries, we were able to further increase the number of identified HLA-I peptides. We applied SILAC-DIA to a mixture of labeled HLA-I peptides, calculated heavy to light ratios for 7,742 peptides across 5 conditions and demonstrated that diaPASEF achieves high quantitative accuracy up to 4-fold dilution. Finally, we identified and quantified shared neoantigens in a monoallelic C1R cell line model. By spiking in heavy synthetic peptides, we verified identification of the peptide sequence and calculated relative abundances for 13 neoantigens. Taken together, diaPASEF analysis workflows for HLA-I peptides can increase the peptidome coverage for lower sample amounts. The sensitivity and quantitative accuracy provided by DIA can enable the detection and quantification of less abundant peptide species such as neoantigens across samples from the same background.
DOI: 10.15468/dl.qecxjk
title: Occurrence Download

description: A dataset containing 12020 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oedemera lurida (Marsham, 1802)"
 ]
}

 The dataset includes 12020 records from 430 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091671-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/tttnwv
title: 0968.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/drsin5
title: 1012.TextGrid

description: :unav
DOI: 10.6084/m9.figshare.25860674.v2
title: Nonparametric Testing of the Covariate Significance for Spatial Point Patterns under the Presence of Nuisance Covariates

description: Determining the relevant spatial covariates is one of the most important problems in the analysis of point patterns. Parametric methods may lead to incorrect conclusions, especially when the model of interactions between points is wrong. Therefore, we propose a fully nonparametric approach to testing significance of a covariate, taking into account the possible effects of nuisance covariates. Our tests match the nominal significance level, and their powers are comparable with the powers of parametric tests in cases where both the model for intensity function and the model for interactions are correct. When the parametric model for the intensity function is wrong, our tests achieve higher powers. The proposed methods rely on Monte Carlo testing and take advantage of the newly introduced concepts: the covariate-weighted residual measure and nonparametric residuals. We also define a correlation coefficient between a point process and a covariate and a partial correlation coefficient quantifying the dependence between a point process and a covariate of interest while removing the influence of nuisance covariates. Supplementary materials for this article are available online.
DOI: 10.60600/yu/clawet/yqmtyl
title: 0929.wav

description: :unav
DOI: 10.60600/yu/clawet/pq2dbm
title: 1040.TextGrid

description: :unav
DOI: 10.7803/305.13.1.5.10
title: BIBB-Expertenmonitor 2013 - Inklusive Berufsausbildung (SV)
title: BIBB Expert Monitor 2013 (SV)

description: Nebendatensatz: Sondervariablen
description: Befragung von Expertinnen und Experten zum Image der dualen Berufsausbildung
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.15468/dl.uask85
title: Occurrence Download

description: A dataset containing 6996 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Claytonia lanceolata Pursh"
 ]
}

 The dataset includes 6996 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091673-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/zyad1n
title: 0648.wav

description: :unav
DOI: 10.7803/305.14.1.1.10
title: BIBB-Expertenmonitor 2014 - Studienabbrecher für die duale Berufsausbildung (SUF)
title: BIBB Expert Monitor 2014 (SUF)

description: Hauptdatensatz
description: Befragung von Expertinnen und Experten zum Thema "Studienabbrecher für die duale Berufsausbildung gewinnen"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.14.1.4.10
title: BIBB-Expertenmonitor 2014 - Studienabbrecher für die duale Berufsausbildung (VT)
title: BIBB Expert Monitor 2014 (VT)

description: Nebendatensatz: Volltextvariablen
description: Befragung von Expertinnen und Experten zum Thema "Studienabbrecher für die duale Berufsausbildung gewinnen"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.14.1.5.10
title: BIBB-Expertenmonitor 2014 - Studienabbrecher für die duale Berufsausbildung (SV)
title: BIBB Expert Monitor 2014 (SV)

description: Nebendatensatz: Sondervariablen
description: Befragung von Expertinnen und Experten zum Thema „Studienabbrecher für die duale Berufsausbildung gewinnen“
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.15.1.1.10
title: BIBB-Expertenmonitor 2015 - Anerkennung informellen Lernens (SUF)
title: BIBB Expert Monitor 2015 (SUF)

description: Hauptdatensatz
description: Befragung von Expertinnen und Experten zum Thema "Anerkennung informellen Lernens"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.60600/yu/clawet/oxrnqu
title: 0613.TextGrid

description: :unav
DOI: 10.7803/305.15.1.4.10
title: BIBB-Expertenmonitor 2015 - Anerkennung informellen Lernens (VT)
title: BIBB Expert Monitor 2015 (VT)

description: Nebendatensatz: Volltextvariablen
description: Befragung von Expertinnen und Experten zum Thema "Anerkennung informellen Lernens"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.17.1.1.10
title: BIBB-Expertenmonitor 2017 - Ausbildung Geflüchteter (SUF)
title: BIBB Expert Monitor 2017 (SUF)

description: Hauptdatensatz
description: Befragung von Expertinnen und Experten zum Thema "Ausbildung Geflüchteter"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Wahrscheinlichkeitsauswahl: Einfache Zufallsauswahl
DOI: 10.7803/305.17.1.4.10
title: BIBB-Expertenmonitor 2017 - Ausbildung Geflüchteter (VT)
title: BIBB Expert Monitor 2017 (VT)

description: Nebendatensatz: Volltextvariablen
description: Befragung von Expertinnen und Experten zum Thema "Ausbildung Geflüchteter"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.15.1.5.10
title: BIBB-Expertenmonitor 2015 - Anerkennung informellen Lernens (SV)
title: BIBB Expert Monitor 2015 (SV)

description: Nebendatensatz: Sondervariablen
description: Befragung von Expertinnen und Experten zum Thema „Anerkennung informellen Lernens“
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.60600/yu/clawet/pzsz1j
title: 0655.TextGrid

description: :unav
DOI: 10.7803/305.17.1.5.10
title: BIBB-Expertenmonitor 2017 - Ausbildung Geflüchteter (SV)
title: BIBB Expert Monitor 2017 (SV)

description: Nebendatensatz: Sondervariablen
description: Befragung von Expertinnen und Experten zum Thema „Ausbildung Geflüchteter“
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.17.2.1.10
title: BIBB-Expertenmonitor 2017 - Ausbildungspartnerschaften (SUF)
title: BIBB Expert Monitor 2017 (SUF)

description: Hauptdatensatz
description: Befragung von Expertinnen und Experten zum Thema "Ausbildungspartnerschaften"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.7803/305.18.1.1.10
title: BIBB-Expertenmonitor 2018 - Ausbildungsmarktkrise (SUF)
title: BIBB Expert Monitor 2018 (SUF)

description: Hauptdatensatz
description: Befragung von Expertinnen und Experten zum Thema "Ausbildungsmarktkrise"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Wahrscheinlichkeitsauswahl: Einfache Zufallsauswahl
DOI: 10.60600/yu/clawet/gr2br5
title: 0771.wav

description: :unav
DOI: 10.60600/yu/clawet/b9mlhg
title: 0796.wav

description: :unav
DOI: 10.60600/yu/clawet/lwds6f
title: 1001.wav

description: :unav
DOI: 10.57745/lbbusf
title: Observatoires SAT - Acteurs EXCEL.xlsx

description: Table des acteurs associés aux observatoires des SAT ou aux jeux de données utilisés (format .xlsx)
DOI: 10.15468/dl.j6edqv
title: Occurrence Download

description: A dataset containing 2918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mertensia oblongifolia (Nutt.) G.Don"
 ]
}

 The dataset includes 2918 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091674-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/dpfl6w
title: 0915.TextGrid

description: :unav
DOI: 10.15468/dl.e7p3gn
title: Occurrence Download

description: A dataset containing 8861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Malva pusilla Sm."
 ]
}

 The dataset includes 8861 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088070-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/yxkhgx
title: Observatoires SAT - Jeux de données.tab

description: Table des jeux de données utilisés par les observatoires des SAT (format .csv)
DOI: 10.57745/dnjvgz
title: Observatoires SAT - Observatoires.tab

description: Table des observatoires des SAT (format .csv)
DOI: 10.60600/yu/clawet/3y5ad0
title: 1045.TextGrid

description: :unav
DOI: 10.7803/305.17.2.4.10
title: BIBB-Expertenmonitor 2017 - Ausbildungspartnerschaften (VT)
title: BIBB Expert Monitor 2017 (VT)

description: Nebendatensatz: Volltextvariablen
description: Befragung von Expertinnen und Experten zum Thema "Ausbildungspartnerschaften"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.57745/ziiosg
title: Métadonnées BDD Observatoires.xlsx

description: Description des variables et modalités du jeu de données Observatoires (Observatoires, Acteurs, Jeux de données) (format .xlsx)
DOI: 10.60600/yu/clawet/iemsjj
title: 0870.TextGrid

description: :unav
DOI: 10.7803/305.18.1.4.10
title: BIBB-Expertenmonitor 2018 - Ausbildungsmarktkrise (VT)
title: BIBB Expert Monitor 2018 (VT)

description: Nebendatensatz: Volltextvariablen
description: Befragung von Expertinnen und Experten zum Thema "Ausbildungsmarktkrise"
description: Self-administered questionnaire: Web-based
description: Berufsbildungsexperten in Deutschland
description: Access-Panel
DOI: 10.15468/dl.2v5xt6
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.15_1, USA.14_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phlox divaricata subsp. laphamii (Alph.Wood) Wherry"
 ]
}

 The dataset includes 370 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237631-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/tqc684
title: Observatoires SAT - Jeux de données EXCEL.xlsx

description: Table des jeux de données utilisés par les observatoires des SAT (format .xlsx)
DOI: 10.60600/yu/clawet/6t7ifs
title: 0781.TextGrid

description: :unav
DOI: 10.15468/dl.n3qzda
title: Occurrence Download

description: A dataset containing 4213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeis guineensis Jacq.",
 "Year 2000-2014"
 ]
}

 The dataset includes 4213 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091676-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ctyajm
title: Observatoires SAT - Observatoires EXCEL.xlsx

description: Table des observatoires des SAT (format .xlsx)
DOI: 10.15468/dl.h4njx9
title: Occurrence Download

description: A dataset containing 3720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymopterus lemmonii (J.M.Coult. & Rose) Dorn"
 ]
}

 The dataset includes 3720 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091675-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/cxknxv
title: 0988.TextGrid

description: :unav
DOI: 10.15468/dl.bsgycn
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anastrophyllum alpinum Steph."
 ]
}

 The dataset includes 139 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091677-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18717/compnet6
title: CompNet-data, 6th vintage

description: The 6th Vintage of CompNet dataset represents an unbalanced panel dataset which covers 19 European countries. This provides researchers with a dataset for cross-country studies that includes a rich set of indicators from five different fields: productivity, finance, labour, competition and trade. CompNet variables and indicators are available for two samples: “full” and “20E”. The full sample intended to cover the period 1999-2016 for most of the countries in the sample. However, actual data availability reduces this time span to 2003-2015 for the majority of the participating countries. In some countries, firms are legally obliged to report their balance sheet data only when certain thresholds are met. For example, in Poland only firms with more than 10 employees have to report their accountings. To provide a more homogeneous sample across countries, CompNet therefore constructed also the 20E sample, including only firms that have at least 20 employees for the same time span.
description: Content coding
description: Data provider collect firm-level information from balance sheet and administrative statistical registries. We run a harmonized protocol across each firm-level data set to construct our indicators.
description: Self-administered questionnaire
description: In most cases, data rely on business registers of national banks or statistical offices, complemented with other firm-level sources, either to enrich firm coverage, or to include additional information, as, for instance, trade values. Across all countries, the target population of the firm-level datasets is narrowed down to consistently include non-financial corporations with employees. The country coverage of this vintage contains up to 19 countries, including the six biggest EU economies (Germany, France, Italy, Spain, Netherlands and Poland).
DOI: 10.57745/z3bej5
title: Observatoires SAT - Acteurs.tab

description: Table des acteurs associés aux observatoires des SAT ou aux jeux de données utilisés (format .csv)
DOI: 10.60600/yu/clawet/w6tou9
title: 0864.wav

description: :unav
DOI: 10.57745/bcsagw
title: Observatoires SAT - Observatoires EXCEL.xlsx

description: Table des observatoires des SAT (format .xlsx)
DOI: 10.60600/yu/clawet/pwnike
title: 1043.wav

description: :unav
DOI: 10.57745/dpuvdn
title: Observatoires SAT - Observatoires.tab

description: Table des observatoires des SAT (format .csv)
DOI: 10.60600/yu/clawet/3oosx5
title: 0984.TextGrid

description: :unav
DOI: 10.15468/dl.ax5s3w
title: Occurrence Download

description: A dataset containing 9838 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio integerrimus Nutt."
 ]
}

 The dataset includes 9838 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091678-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/fvfznz
title: 0855.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/bnbhlc
title: 0866.TextGrid

description: :unav
DOI: 10.15468/dl.ypazfu
title: Occurrence Download

description: A dataset containing 1483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anastrophyllum donnianum (Hook.) Steph."
 ]
}

 The dataset includes 1483 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091679-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/31ad6747253027339ad615652495d6e3
title: Fine Litterfall Data at the Hubbard Brook Experimental Forest, 1992 - ongoing

description: Fine litterfall (leaves, twigs, fruits, seeds, etc.) is collected in Watershed 1, Watershed 5, the Throughfall plots and the Bear Brook Watershed reference forest, located to the west of Watershed 6, to quantify carbon and nutrient flux associated with this important pathway. These measurements have facilitated quantification of ice storm effects and species declines (paper birch, sugar maple).
 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.3886/e230981
title: Alcohol Use and Academic Outcomes Study Data

description: This longitudinal study aimed to determine prevalence and academic impact of alcohol use based on college students’ college-going generation, race/ethnicity, and gender. Data were collected at three different time points over a period of four years.
DOI: 10.3886/e230981v1
title: Alcohol Use and Academic Outcomes Study Data

description: This longitudinal study aimed to determine prevalence and academic impact of alcohol use based on college students’ college-going generation, race/ethnicity, and gender. Data were collected at three different time points over a period of four years.
DOI: 10.5281/zenodo.15499903
title: SIFI-H: Social Impact of False Information dur- ing Hurricanes

description: SIFI-H is built upon a large-scale, cross-platform dataset focused on the 2024 Atlantic Hurricane Season, one of the most active and costly seasons in recorded history, to ensure our dataset reflects timely and diverse online information. The sampled posts are then manually labeled by domain experts from our team, who assess each post’s potential societal impact based on their disciplinary expertise. The annotation process follows predefined guidelines that consider factors such as the potential to mislead, harm, and impact the public. Each post is assigned a social impact label on a binary-level scale (i.e., low, high) to reduce annotation ambiguity and improve inter-annotator agreement.
DOI: 10.5281/zenodo.15499904
title: SIFI-H: Social Impact of False Information dur- ing Hurricanes

description: SIFI-H is built upon a large-scale, cross-platform dataset focused on the 2024 Atlantic Hurricane Season, one of the most active and costly seasons in recorded history, to ensure our dataset reflects timely and diverse online information. The sampled posts are then manually labeled by domain experts from our team, who assess each post’s potential societal impact based on their disciplinary expertise. The annotation process follows predefined guidelines that consider factors such as the potential to mislead, harm, and impact the public. Each post is assigned a social impact label on a binary-level scale (i.e., low, high) to reduce annotation ambiguity and improve inter-annotator agreement.
DOI: 10.15468/dl.drmrkj
title: Occurrence Download

description: A dataset containing 3733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melilotus suaveolens Ledeb."
 ]
}

 The dataset includes 3733 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016169-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ahesw
title: Occurrence Download

description: A dataset containing 2198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pseudechinolaena Stapf"
 ]
}

 The dataset includes 2198 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016172-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.