cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dv67bk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalanthus tetrandrus (Roxb.) Ridsdale & Bakh.f.",
 "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/0194130-220831081235567/datasets/export for details.
DOI: 10.15468/dl.3mjnul
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 922 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7mgrs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alocasia macrorrhizos (L.) G.Don",
 "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/0192951-220831081235567/datasets/export for details.
DOI: 10.15468/dl.b8tqgb
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Prestoea pubigera (Griseb. & H.Wendl.) Hook.f.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rju5xm
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equus hemionus kulan (Groves & Mazák, 1967)"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194169-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs00vf
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemaphysalis longicornis Neumann, 1901"
 ]
}

 The dataset includes 1106 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch442f
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Updated taxonomy of Syntermitinae (Blattodea: Isoptera, Termitidae), with the description of three new genera"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027862-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z36zm9
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platystomos sellatus Wolfrum, 1953",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189062-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdazr8
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xyris curassavica Kral & Urquiola"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006166-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsqpky
title: Occurrence Download

description: A dataset containing 2620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phoca vitulina Linnaeus, 1758",
 "Year 2020-2022"
 ]
}

 The dataset includes 2620 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192973-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3lbg9
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trilepis microstachya (C.B.Clarke) H.Pfeiff."
 ]
}

 The dataset includes 30 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5nycw
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is B4C Road Kill Map"
 ]
}

 The dataset includes 486 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122770-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa33qx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homalotylus hyperaspicola Tachikawa, 1963",
 "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/0218673-220831081235567/datasets/export for details.
DOI: 10.15468/dl.bhbarc
title: Occurrence Download

description: A dataset containing 5500420 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 5500420 records from 1347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060625-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5157/neps:sc6:3.0.0
title: Scientific Use File of NEPS Starting Cohort 6: Adults
title: Scientific Use File der NEPS-Startkohorte 6: Erwachsene

description: The data from the Starting Cohort Adults is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Erwachsene stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/neps:sc6:6.0.0
title: Scientific Use File of NEPS Starting Cohort 6: Adults
title: Scientific Use File der NEPS-Startkohorte 6: Erwachsene

description: The data from the Starting Cohort Adults is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Erwachsene stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/neps:sc6:3.0.1
title: Scientific Use File of NEPS Starting Cohort 6: Adults
title: Scientific Use File der NEPS-Startkohorte 6: Erwachsene

description: The data from the Starting Cohort Adults is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Erwachsene stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.15468/dl.zjuw7g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes oblongella Ostrup, 1902",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038130-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4muzy8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neptunia oleracea Lour.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038131-250525065834625/datasets/export for details.
DOI: 10.5157/neps:sc6:9.0.1
title: Scientific Use File of NEPS Starting Cohort 6: Adults
title: Scientific Use File der NEPS-Startkohorte 6: Erwachsene

description: The data from the Starting Cohort Adults is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Erwachsene stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/neps:sc6:11.1.0
title: Scientific Use File of NEPS Starting Cohort 6: Adults
title: Scientific Use File der NEPS-Startkohorte 6: Erwachsene

description: The data from the Starting Cohort Adults is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Erwachsene stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/neps:campus:1.0.0
title: NEPS Starting Cohort 6: Adults (SC6 7.0.0), Campus File Event Analysis
title: NEPS-Startkohorte 6: Erwachsene (SC6 7.0.0), Campusdaten Ereignisanalyse

description: The data set contains many examples and exercises on such topics as handling episode data, estimating survivor functions and cumulative incidence functions, or working with parametric and semiparametric transition rate models. In addition, the book offers a chapter on sequence analysis by Brendan Halpin.

The data set rrdat1.dta used in the examples throughout the book are taken from the German Life History Study (GLHS) but anonymized for data protection purposes. The GLHS was conducted by Karl Ulrich Mayer, as principal investigator at the Max Planck Institute for Human Development and Education in Berlin. The original data collection was funded by the German Research Foundation (Deutsche Forschungsgemeinschaft, DFG). For details on rrdat1.dta see chapter 2 in the book.

The new edition gives the opportunity to apply and intensify knowledge on event history modeling. The Appendix contains many exercises in which the dependent processes are job exits and entry into first marriage. Therefore the data set rrdat2.dta has been created. For his examples on sequence analysis with Stata, Brendan Halpin also uses this data set.

The data set rrdat2.dta is a small sample of so-called Starting Cohort 6, version D_7-0-0 (doi:10.5157/NEPS:SC6:7.0.0), that has been anonymized in several ways. It is restricted to persons born and living in West Germany who entered the labor market at least once. It covers 1,935 individuals with 7,392 job spells.

Due to data modification caused by anonymization, rrdat2.dta cannot be used for substantial research. If you have interest in NEPS data, please use the Scientific Use Files by signing a Data Use Agreement. Note: None of the cases in rrdat2.dta can be matched to any case in the Scientific Use Files, as data are completely anonymized.
DOI: 10.5157/neps:sc5:3.1.0
title: Scientific Use File of NEPS Starting Cohort 5: First-Year Students
title: Scientific Use File der NEPS-Startkohorte 5: Studierende

description: The data from the Starting Cohort First-Year Students is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Studierende stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/neps:sc5:4.0.0
title: Scientific Use File of NEPS Starting Cohort 5: First-Year Students
title: Scientific Use File der NEPS-Startkohorte 5: Studierende

description: The data from the Starting Cohort First-Year Students is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Studierende stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.17863/cam.115886
title: Research data supporting "Engineered High Endurance in WO3-based Resistive Switching Devices Via a Guided Filament Approach"

description: The dataset comprises raw and processed measurement files corresponding to each figure in the manuscript. The files are organized into folders that reflect the different experimental measurements—electrical performance (including I–V, endurance, and retention tests), structural and compositional characterization (STEM, EDS, XRD), scanning probe microscopy (AFM), and supplementary data. The nomenclature used indicates the sample composition, device geometry, and applied measurement conditions. Details of folder content is following: Fig1a: contain current–voltage (I–V) curves. These data files document the initial soft forming and subsequent switching cycles, demonstrating the reproducibility and stability of the resistive switching behavior. Fig. 1b: contain endurance measurements. They capture the device’s performance over an extended number of switching cycles under defined set (positive voltage) and reset (negative voltage) operations. Fig1c: contain the processed performance metrics that were used to generate the summary plots of electrical performance. Fig1d–e: contain detailed endurance testing across varioues devices. Fig2a: contain binary state retention (high and low resistance states) over time and detail the stability of the switching characteristics. Fig2b: contain the multi level retention performance of the devices at distinct set voltages. This group is used to demonstrate the feasibility of achieving multiple distinct resistance states without the need for current compliance. Fig2c: contain data from devices with varying top electrode diameters (25, 50, and 100 µm). Fig2d: same as “Fig.2c”. Fig3a: contain STEM data showing the nanocomposite microstructure. Fig3b: contain elemental mapping data (EDS) that reveal the spatial distribution of W, Ce, and O in the film. Fig3c: contain STEM data at the film–substrate interface, essential for understanding the epitaxial layer formation. Fig3d: contain EDS data. Fig3e: contain X-ray diffraction file to identify the phases present and to assess the film’s orientation. Fig3f: contain reciprocal space maps for the lattice alignment of the film with the substrate. Fig4a–b: contain AFM data that record the surface topography and current mapping obtained via conductive atomic force microscopy. These data illustrate the distribution and initial location of the conductive filaments. Fig4c: contain in-situ AFM data for the dynamic process of filament formation and subsequent recovery. These data support the guided filament model described in the manuscript. SI (FigS1–S15): The dataset also provides extended datasets as supplementary information (e.g., additional endurance, retention, XPS, and other data). .csv files: Mainly raw electrical measurement data such as I–V curves, endurance cycles, retention. May contain some processed data. .xrdml, .ascnxl files: Raw X-ray diffraction data. .emd, .emi files: Electron microscopy data. .spm files: AFM/CAFM data.
DOI: 10.15468/dl.aw9hda
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes oblongella Ostrup, 1902",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038134-250525065834625/datasets/export for details.
DOI: 10.5157/neps:sc5:6.0.0
title: Scientific Use File of NEPS Starting Cohort 5: First-Year Students
title: Scientific Use File der NEPS-Startkohorte 5: Studierende

description: The data from the Starting Cohort First-Year Students is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Studierende stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5281/zenodo.15647633
title: Experimental Data for ''Experimental demonstration of quantum information transmission in completely depolarizing channels via indefinite causal order''
DOI: 10.5281/zenodo.15647634
title: Experimental Data for ''Experimental demonstration of quantum information transmission in completely depolarizing channels via indefinite causal order''
DOI: 10.5157/neps:sc5:17.0.0
title: Scientific Use File of NEPS Starting Cohort 5: First-Year Students
title: Scientific Use File der NEPS-Startkohorte 5: Studierende

description: The data from the Starting Cohort First-Year Students is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Studierende stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.15468/dl.53gpf5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neptunia oleracea Lour.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038136-250525065834625/datasets/export for details.
DOI: 10.5157/neps:sc5:14.1.0
title: Scientific Use File of NEPS Starting Cohort 5: First-Year Students
title: Scientific Use File der NEPS-Startkohorte 5: Studierende

description: The data from the Starting Cohort First-Year Students is available, free of charge, to individuals with a valid NEPS data usage contract via three modes of access – download, RemoteNEPS and on-site.
description: Die Daten der Startkohorte Studierende stehen Personen mit einem gültigen NEPS-Datennutzungsvertrag kostenfrei über drei Zugangswege – Download, RemoteNEPS, On-site – zur Verfügung.
DOI: 10.5157/inside:1.0.0
title: Scientific Use File of INSIDE SUF Release
title: Scientific Use File der INSIDE Studie

description: INSIDE liefert in zwei Projektphasen erstmalig umfassende und belastbare Informationen zur aktuellen Umsetzung von schulischer Inklusion in der Sekundarstufe I sowie zum Übergang von Schülerinnen und Schülern mit sonderpädagogischen Förderbedarfen in die Sekundarstufe II, in das berufliche Ausbildungssystem oder eine andere Lebenssituation. Mit Befragungen von verschiedenen, an Inklusion beteiligten Personengruppen wie Kinder und Jugendliche mit und ohne sonderpädagogische Förderbedarfe, Eltern, Lehrkräfte, Schulleitungen und Schulbegleitungen schafft INSIDE eine fundierte Datengrundlage. Diese kann einerseits zur Schaffung einer Grundlage für politische Zielsetzungen zur Förderung von Inklusion im Schulalltag und am Übergang in Ausbildung und Beruf beitragen, andererseits wird sie der wissenschaftlichen Gemeinschaft für weitere Forschungszwecke zur Verfügung gestellt.

INSIDE ist ein Kooperationsprojekt des Leibniz‐Instituts für Bildungsverläufe (LIfBi), der Humboldt-Universität zu Berlin (HU), der Bergischen Universität Wuppertal (BUW) und der Universität Potsdam (UP). Das Projekt wird durch Beteiligte aus verschiedenen Bereichen der Gesellschaft begleitet, etwa Entscheidungsträgerinnen und Entscheidungsträger, Praktikerinnen und Praktiker, Interessensvertreterinnen und Interessensvertreter.
description: In two project phases, INSIDE provides for the first time comprehensive and reliable information as part of a review of the current state of the implementation of inclusion in the lower secondary tier as well as on the transition of students with special educational needs to upper secondary tier, the vocational training system or another life situation. With surveys of different groups envolved in inclusion, such as children and adolescents with and without special educational needs, parents, teachers, school administrators and school support staff, INSIDE creates a sound data basis. On the one hand, this can contribute to the creation of a basis for political objectives for the promotion of inclusion in everyday school life and at the transition to education and work; on the other hand, a sound database is made available to the scientific community for further research purposes.

INSIDE is a collaborative project of the Leibniz Institute for Educational Trjectories (LIfBi), Humboldt University Berlin (HU), Bergische Universität Wuppertal (BUW), and the University of Potsdam (UP). The project is accompanied by stakeholders from different areas of society, such as decision makers, practitioners, stakeholders.