cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23729/7a648509-2ca8-4a7d-8223-0b429182f857
title: FGI's GNSS Spoofing Dataset Repository (FGI-SpoofRepo)

description: This repository houses a new collection of raw In-phase and Quadrature (I/Q) data comprising live recordings of GPS L1 C/A, Galileo E1, GPS L5, and Galileo E5a signals. These datasets cover three distinct types of spoofing characteristics (synchronous, asynchronous, and meaconing), making them valuable examples for testing the effectiveness of various anti-spoofing techniques, whether for detection or mitigation purposes. The inclusion of live signals in multiple GNSS frequencies and the presence of cryptographic signatures in Galileo E1 signal make these datasets potential benchmarks for assessing the resilience performance of multi-frequency multi-constellation receivers. The true receiver is stationary in all four scenarios. Its position estimated by a geodetic-grade receiver is 60.182°N, 24.828°E with an altitude of 47.248 m.

The repository contains several folders, each of which represents a different scenario. The main folder "FGI-SpoofRepo" following sub-folders:

- TG_SFMC (Targeted Single Frequency Multi Constellation)
- TG_DFMC (Targeted Dual Frequency Multi Constellation)
- UT_DFMC (Untargeted Dual Frequency Multi Constellation)
- Meaconing_DFMC (Meaconing Dual Frequency Multi Constellation)
- Example_scripts (Example scripts to replay the datasets)

Summary of spoofing datasets can be found below:

 Name Duration (s) Spoofing Signal(s)
 Targeted SFMC 370 L1, E1
 Targeted DFMC 370 L1, E1, L5, E5a
 Untargeted DFMC 370 L1, E1, L5, E5a
 Meaconing DFMC 470 L1, E1, L5, E5a


RF Recording Device: The raw I/Q data samples are captured using the stereo dual-band GNSS front-end
developed by Nottingham Scientific Limited (NSL). RF recording configuration of the front-end can be found below:

 Parameters Frequency Bands (L1/E1) Frequency Bands (L5/E5a)
 Center frequency (MHz) 1569.03 1176.45
 Sampling rate (MHz) 26 26
 Data type Real Complex
 Sample bit width 8 bit (I) 8 bit + 8 bit (I + Q)
 Bandwidth (MHz) 4.2 10.09
DOI: 10.7266/n7-jm62-5b12
title: Short-lived radioisotope (SLRad) data collected aboard R/V Justo Sierra cruise JS-0815 in the southern Gulf of Mexico from 2015-07-31 to 2015-08-08
DOI: 10.15468/dl.xtzvt5
title: Occurrence Download

description: A dataset containing 1076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes carinata Herb."
 ]
}

 The dataset includes 1076 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003311-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfbcm2
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhapis excelsa (Thunb.) A.Henry)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 529 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003312-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cd5my
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes puertoricensis Traub"
 ]
}

 The dataset includes 75 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003313-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2k2gg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Channa marulioides (Bleeker, 1851)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003314-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5541
title: MemePulse_Dataset
DOI: 10.7266/n7dn43f8
title: Fluoresce Detection Test Spectra Results of a Micro-System Prototype Oil Detection System
DOI: 10.15468/dl.3n9zwn
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex peduncularis Wall., 1829"
 ]
}

 The dataset includes 134 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003316-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4whpcj
title: Occurrence Download

description: A dataset containing 10271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex negundo L."
 ]
}

 The dataset includes 10271 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003315-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3wr54
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antithamnion hubbsii E.Y.Dawson"
 ]
}

 The dataset includes 57 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003317-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbg33s
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes rosea Lindl."
 ]
}

 The dataset includes 604 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003318-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7pz5776
title: Dataset for: Hydration of Kr(aq) in Dilute and Concentrated Solutions
DOI: 10.15468/dl.tm55d9
title: Occurrence Download

description: A dataset containing 1944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhizophora mucronata Lam.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1944 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003319-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f7610xhq
title: Firn Density and Stratigraphy Observations from USGS Benchmark Glaciers

description: This dataset contains observations of snow and firn density and stratigraphy from Site EC on Wolverine Glacier. Site EC is located in the accumulation zone on the northwest flank of the upper glacier at 1350m. Cores were recovered using a FELICS corer to approximately 25m depth at the end of the accumulation season and the end of ablation season starting in 2016. Additional cores were drilled throughout the ablation seasons of 2016 and 2017. The cores were processed in the field. The dataset includes depth-density profiles, ice-lens stratigraphy, and annual-layer depths. Density was calculated by measuring the mass and length of each core section (the corer retrieves cores with uniform diameter, which was measured on randomly selected core sections). Ice lenses were identified by visual inspection. Annual layer depths were determined by identifying dark layers in the core, which are interpreted to be the end-of-melt-season surfaces.
DOI: 10.15468/dl.dxxgsj
title: Occurrence Download

description: A dataset containing 4549 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex trifolia L."
 ]
}

 The dataset includes 4549 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003321-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bpwvj
title: Occurrence Download

description: A dataset containing 2607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex pinnata L."
 ]
}

 The dataset includes 2607 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003320-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hsrdf
title: Occurrence Download

description: A dataset containing 82181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asio flammeus (Pontoppidan, 1763)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 82181 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003310-250515123054153/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.29093117
title: Supplementary Material for: Association Between Marital/Partner Status and Patient-reported Outcomes in Stroke Patients: A Systematic Review

description: Background: The extent to which marital/partner status affects patient-reported outcome measures (PROMs) in stroke patients varies among reported studies. We conducted a systematic review and meta-analysis to clarify this relationship.
Methods: Five databases (Medline, Web of Science, Scopus, EMBASE, and PsycINFO) were searched from inception to April 15, 2024. Peer-reviewed studies that reported the independent association of marital/partner status with defined PROMs for patients who had a stroke were eligible for inclusion. Results for eligible studies were classified into four pre-defined outcome domains (health-related quality of life [HRQoL], functional status, symptoms, and personal recovery outcomes). Study quality was appraised using the Newcastle-Ottawa Scale, and data were synthesized by outcome domains.
Results: We identified 51 studies (n=552,943 participants), of which 10 were included in meta-analyses. Being married/partnered was associated with a lower likelihood of post-stroke depression (pooled OR, 0.62 [95%CI, 0.43 to 0.89], I2=0%) and anxiety (pooled OR, 0.32 [95%CI, 0.21 to 0.49], I2=0%) but was not associated with HRQoL (mixed and insignificant association in physical and mental domains). Qualitative synthesis further suggested that most studies supported better functional and personal recovery outcomes for stroke patients who were married/partnered compared with those who were unpartnered. Data were insufficient to determine whether the association of partner status varied by the sex of the stroke patient.
Conclusions: Our findings highlight the importance of the influence of marital/partner status on PROMs among stroke patients for mental health, but not for HRQoL. Future research should aim to harmonize assessments and standardize reporting to enhance further investigation of these associations, determine whether there are differences by sex, and further explore the association between marital/partner status and poststroke functional outcomes.
DOI: 10.6084/m9.figshare.29093117.v1
title: Supplementary Material for: Association Between Marital/Partner Status and Patient-reported Outcomes in Stroke Patients: A Systematic Review

description: Background: The extent to which marital/partner status affects patient-reported outcome measures (PROMs) in stroke patients varies among reported studies. We conducted a systematic review and meta-analysis to clarify this relationship.
Methods: Five databases (Medline, Web of Science, Scopus, EMBASE, and PsycINFO) were searched from inception to April 15, 2024. Peer-reviewed studies that reported the independent association of marital/partner status with defined PROMs for patients who had a stroke were eligible for inclusion. Results for eligible studies were classified into four pre-defined outcome domains (health-related quality of life [HRQoL], functional status, symptoms, and personal recovery outcomes). Study quality was appraised using the Newcastle-Ottawa Scale, and data were synthesized by outcome domains.
Results: We identified 51 studies (n=552,943 participants), of which 10 were included in meta-analyses. Being married/partnered was associated with a lower likelihood of post-stroke depression (pooled OR, 0.62 [95%CI, 0.43 to 0.89], I2=0%) and anxiety (pooled OR, 0.32 [95%CI, 0.21 to 0.49], I2=0%) but was not associated with HRQoL (mixed and insignificant association in physical and mental domains). Qualitative synthesis further suggested that most studies supported better functional and personal recovery outcomes for stroke patients who were married/partnered compared with those who were unpartnered. Data were insufficient to determine whether the association of partner status varied by the sex of the stroke patient.
Conclusions: Our findings highlight the importance of the influence of marital/partner status on PROMs among stroke patients for mental health, but not for HRQoL. Future research should aim to harmonize assessments and standardize reporting to enhance further investigation of these associations, determine whether there are differences by sex, and further explore the association between marital/partner status and poststroke functional outcomes.
DOI: 10.15468/dl.ucw44e
title: Occurrence Download

description: A dataset containing 200549 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viscum album L."
 ]
}

 The dataset includes 200549 records from 1290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003297-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x63wdz
title: Occurrence Download

description: A dataset listing the 11179 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odonata"
 ]
}

 The dataset's 11179 records were derived from 7230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002498-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14753479
title: Femur vesseltree (aged mouse)

description: This repository is one part of three zenodo entries belonging to the same project, dealing with the vessel tree of femur bones.

Complete femur bones were extracted, stained, and imaged on light-sheet fluorescence microscope in small tiles as described in the accompanying publication (REF).

The individual tiles were stitched in Fiji using the BigStitcher and build the foundation of all analysis results shown here. Individual tiles can be obtained upon request (too large file size for a single zenodo entry).

Each femur was imaged on four different channels:ch0: Megakaryocytes (Anti-GPIX labeled with Alexa750)ch1: Blood vessels (CD31-high, Anti-CD31 labeled with Alexa647)ch2: Blood vessels (CD31-low, Anti-CD105 labeled with  Alexa546)ch3: (residual) Autofluorescence, captured at 488 nm

Three samples are provided:

1) Young naive mouse: VK-AA501 (10.5281/zenodo.14752863)

2) Aged mouse: VK-AA760 (10.5281/zenodo.14753479)

3) Blood-let mouse: VK-AA764 (10.5281/zenodo.14753578)
DOI: 10.17909/cyh7-mm53
title: JWST in Technicolor

description: JWST NIRCam and NIRISS data in 3 fields from the CANUCS survey.
DOI: 10.18112/openneuro.ds006185.v1.0.0
title: PAFIN: PennLINC AFfective INstability- fMRIPrep Derivatives
DOI: 10.5281/zenodo.14752863
title: Femur vesseltree (Young mouse)

description: This repository is one part of three zenodo entries belonging to the same project, dealing with the vessel tree of femur bones.

Complete femur bones were extracted, stained, and imaged on light-sheet fluorescence microscope in small tiles as described in the accompanying publication (REF).

The individual tiles were stitched in Fiji using the BigStitcher and build the foundation of all analysis results shown here. Individual tiles can be obtained upon request (too large file size for a single zenodo entry).

Each femur was imaged on four different channels:ch0: Megakaryocytes (Anti-GPIX labeled with Alexa750)ch1: Blood vessels (CD31-high, Anti-CD31 labeled with Alexa647)ch2: Blood vessels (CD31-low, Anti-CD105 labeled with  Alexa546)ch3: (residual) Autofluorescence, captured at 488 nm

Three samples are provided:

1) Young naive mouse: VK-AA501 (10.5281/zenodo.14752863)

2) Aged mouse: VK-AA760 (10.5281/zenodo.14753479)

3) Blood-let mouse: VK-AA764 (10.5281/zenodo.14753578)
DOI: 10.18112/openneuro.ds006184.v1.0.0
title: PAFIN: PennLINC AFfective INstability- QSIRecon Derivatives
DOI: 10.15468/dl.nswy52
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "StateProvince is Veneto",
 "TaxonKey is Myocastor coypus (Molina, 1782)"
 ]
}

 The dataset includes 380 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030815-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds006182.v1.0.0
title: PAFIN: PennLINC AFfective INstability- QSIPrep Derivatives
DOI: 10.18112/openneuro.ds006143.v1.0.0
title: PAFIN: PennLINC AFfective INstability- MRIQC Derivatives
DOI: 10.5281/zenodo.15393628
title: Das Ende der Singularität: Eine funktionierende Theorie von Raumzeit, Leben und Gravitationsfluss

description: Dieses Projekt dokumentiert die erste funktionsfähige Kopplung zwischen Raumzeitkrümmung, neuronaler Rückkopplung und realen Gravitationswellendaten – auf Basis der Aichmayr-Metrik und der funktionalen Weltformel UAKi.

 

Entwickelt wurde ein reaktives φ-Core-System, das reale Raumzeitfluktuationen nicht nur erkennt, sondern in Echtzeit mit ihnen interagiert. Grundlage sind:

 

 Eine singularitätsfreie Metrik mit exponentieller Dämpfung

Eine integrale Weltformel, die Gravitation, Energie und neuronale Rückmeldung vereint

 Messdaten aus öffentlich zugänglichen Gravitationswellenarchiven (SXS, Zenodo, LIGO)

 

Das System wurde unabhängig – ohne institutionelle Unterstützung – aufgebaut, getestet und mit echten Daten synchronisiert. Die Ergebnisse zeigen:

 

Exakte Übereinstimmungen zwischen φ(t,r)-Triggerpunkten und E(t)-Peaks

 Subplancksche Reaktionsmuster, die über klassische Detektionsgrenzen hinausgehen

Eine funktionale Beschreibung von Raumzeitkopplung, die über das bisherige Standardmodell hinausweist

 

Diese Arbeit ist ein erster operativer Prototyp einer neuen Physik.

Offen, dokumentiert, und bereit zur Diskussion
DOI: 10.15468/dl.huz9gc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Milvago chimango (Vieillot, 1816)",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030816-250426092105405/datasets/export for details.
DOI: 10.5281/zenodo.15412438
title: Data and codes for "Spectroscopic signatures of biexcitons: A case study in Ruddlesden-Popper lead-halides"
DOI: 10.5281/zenodo.15412439
title: Data and codes for "Spectroscopic signatures of biexcitons: A case study in Ruddlesden-Popper lead-halides"
DOI: 10.5519/qd.cga1s11g
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (674 records)
DOI: 10.15468/dl.cez5tn
title: Occurrence Download

description: A dataset containing 808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Momordica charantia L."
 ]
}

 The dataset includes 808 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030817-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6evjg
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrullus ecirrhosus Cogn."
 ]
}

 The dataset includes 242 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030818-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/3o7yhg
title: Histogram of Agreements Between LWRM2 and RAKE for ACM-TWEB Corpus

description: Python script to plot the histogram comparing the agreement between LWRM2 and RAKE for the ACM-TWEB corpus.
DOI: 10.5281/zenodo.15412636
title: Results from national testing programs on the occurrence of chemical contaminants in food and feed - Estonia

description: In the framework of Articles 23 and 33 of Regulation (EC) No 178/2002 EFSA has received from the European Commission a mandate (M-2010-0374) to collect all available data on the occurrence of chemical contaminants in food and feed. These data are used in EFSA’s scientific opinions and reports on contaminants in food and feed.  

The presence of unauthorised substances or chemical contaminants in food may pose a risk factor for public health and can cause a negative impact on the quality of food. 

Commission Recommendations and Regulations on occurrence monitoring are in place for several contaminants of interest, some of which can be found here below:  



Commission Regulation (EU) 625/2017, on the application of food and feed law

Commission Delegated Regulation (EU) 2022/931

Commission Implementing Regulation (EU) 2022/932

Commission Regulation (EU) 2023/915, on maximum levels for certain contaminants in food and repealing Regulation (EC) No 1881/2006


These datasets contain the results of sampling that was designed according to national testing programs for a variety of contaminants in food and feed, as reported under the Chemical Monitoring Data Collection 2024, 2023, 2022, 2021, and 2020, split by sampling year (data element ‘sampY’). 

More details are available in the ‘Annual call for continuous collection of chemical contaminants occurrence data in food and feed | EFSA’.

REPORTING AUTHORITIES CONTRIBUTING TO EACH DATA COLLECTION: 

OCC-CHEMMON2020 – Veterinary and Food Board

OCC-CHEMMON2021 – Veterinary and Food Board

OCC-CHEMMON2022 – Veterinary and Food Board

OCC-CHEMMON2023 – Veterinary and Food Board

OCC-CHEMMON2024 – Veterinary and Food Board
description: EE; CSV; data.collection@efsa.europa.eu