cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17242079
title: MarginUp! Local media analysis_Project partner Collected links of local media discourse

description: This dataset contains the set of local and regional media sources collected and reviewed within the MarginUp! project. It includes hyperlinks, metadata (such as publication outlet and date), and basic categorisation fields used for subsequent qualitative analysis of media discourse around marginal land use, bioeconomy, and circular transition themes. The file provides the raw list of media items as collected; no full-text content is included. Researchers may use the links to trace local framings of marginal land use in different country contexts.
DOI: 10.5281/zenodo.17242080
title: MarginUp! Local media analysis_Project partner Collected links of local media discourse

description: This dataset contains the set of local and regional media sources collected and reviewed within the MarginUp! project. It includes hyperlinks, metadata (such as publication outlet and date), and basic categorisation fields used for subsequent qualitative analysis of media discourse around marginal land use, bioeconomy, and circular transition themes. The file provides the raw list of media items as collected; no full-text content is included. Researchers may use the links to trace local framings of marginal land use in different country contexts.
DOI: 10.15468/dl.wp7b74
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Murraya paniculata",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036049-250920141307145/datasets/export for details.
DOI: 10.15468/dl.qhnw4n
title: Occurrence Download

description: A dataset containing 21541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eustrephus latifolius)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21541 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036048-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.20862.50247
title: Copper Ion Biosensor Data Deposition
DOI: 10.34810/data625
title: Roman Circus of Tarragona : Medieval City (3D Model)
title: Circ romà de Tarragona : Ciutat medieval (Model 3D)

description: This dataset contains the archives to reproduce the three-dimensional model of the Roman Circus of Tarraco in the Middle Ages. With the medieval reoccupation of Tarragona in the 13th century, the Circus environment was suburbanized by the construction of a new wall, which took advantage of the dividing wall between the old Circus and the Provincial Forum, becoming a suburb until the 14th century, when the area was finally fully urbanized. It is now part of the historic centre. The ZIP folder contains 12 files corresponding to the 3D archive, unprocessed textures, and processed textures; in FBX, JPG and JPEG format; as well as a README file.
description: &lt;br&gt;Aquest conjunt de dades conté els arxius per reproduir el model tridimensional del Circ Romà de Tàrraco en l'edat mitjana. Amb la reocupació medieval de Tarragona al segle XIII, l'entorn del Circ es va suburbanitzar en construir-se una nova muralla, la qual va aprofitar el mur divisori entre l'antic Circ i el Fòrum Provincial, convertint-se en un suburbi fins al segle XIV, quan la zona finalment s'urbanitzà per complet. Actualment forma part del centre històric. La carpeta ZIP conté 12 arxius corresponents a l'arxiu 3D, les textures sense tractar, i les textures processades; en format FBX, JPG i JPEG; així com un fitxer README.
description: <b>Scientific project:</b> ARREL- Recercaixa 2015
DOI: 10.5065/d6ft8jct
title: HIPPO4: PMS-2D Two-dimensional Cloud Probe data. Version 1.0

description: This dataset contains raw (binary "filmstrip" imagery) files of PMS-2D data collected by the G-V during HIPPO-4. These data are in a format compatible with xpms2d, available from the EOL xpms2d download page.
DOI: 10.13140/rg.2.2.29251.11041
title: nature trail entrance
DOI: 10.13140/rg.2.2.28412.24968
title: Eppelbaum Itkis Megiddo Magnetic Survey 2000.pdf
DOI: 10.15468/dl.gzv8h2
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Murraya paniculata",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036050-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.13391.39845
title: YBO3:Sc3+(1%) Optical Data and Spectra
DOI: 10.15468/dl.ybzf47
title: Occurrence Download

description: A dataset listing the 372 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Serbia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 372 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036026-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6b27snd
title: ICE-T: NSF/NCAR C-130 PMS-2D Two-dimensional Cloud Probe data. Version 1.0

description: This dataset contains raw (binary "filmstrip" imagery) files of PMS-2D data collected by the C-130 during ICE-T. These data are in a format compatible with xpms2d, available from the EOL xpms2d download page.
DOI: 10.13140/rg.2.2.35621.20962
title: DIAGNOSTICO DE MERCADEO
DOI: 10.13140/rg.2.2.11294.24643
title: CONSTRUCCIÓN MATRIZ BCG
DOI: 10.13140/rg.2.2.24716.01924
title: MODELO TAMAÑO DE MUESTRA
DOI: 10.15468/dl.r8xuac
title: Occurrence Download

description: A dataset containing 4025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atherina boyeri"
 ]
}

 The dataset includes 4025 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036045-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d66d5r9z
title: Navigation, State Parameter, and Microphysics LRT Data - 1 Hz. Version 1.0

description: This dataset includes airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR) during the Ice in Clouds Experiment - Tropical (ICE-T) project. This dataset contains the Low-Rate (LRT, 1 sps) production data. CN Inlet Concentration, CVI, FSSP, and SID2H data have been merged with these files. The files are in netCDF format.
DOI: 10.6084/m9.figshare.30256336
title: GO analysis of proteomic profiling in Giardia extracellular vesicles stimulated intestinal epithelial cells vs untreated cells.

description: 在贾第鞭毛虫胞外囊泡（GEV）刺激的肠上皮细胞中进行蛋白质组学谱分析的GO富集分析，以未经处理的细胞为对照。
DOI: 10.6084/m9.figshare.30256336.v1
title: GO analysis of proteomic profiling in Giardia extracellular vesicles stimulated intestinal epithelial cells vs untreated cells.

description: 在贾第鞭毛虫胞外囊泡（GEV）刺激的肠上皮细胞中进行蛋白质组学谱分析的GO富集分析，以未经处理的细胞为对照。
DOI: 10.13140/rg.2.2.14439.97441
title: CW STEPS Analysis of PERS029-3S4 96-1 20 Real World Data by the Persian Curve (PC) CW STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.5065/d62n50m2
title: Downward-Looking Digital Camera Imagery. Version 1.0

description: During the ICE-T project, the C130 flew a forward looking and a downward looking camera for in-flight video capture. Individual jpeg images were captured once per second during ICE-T flights. Images taken after dark have been stripped from this archive. The remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 23 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file. This dataset only contains downward-looking images.
DOI: 10.5281/zenodo.16736496
title: Supplementary data for: Observationally-derived Fractional Release Factors, Ozone Depletion Potentials, and Stratospheric Lifetimes of Four Long-Lived CFCs: CFC-13 (CClF3), CFC-114 (C2Cl2F4), CFC-114a (CF3CCl2F), and CFC-115 (C2ClF5)

description: This dataset accompanies a manuscript about to be submitted for review to the journal of Atmospheric Chemistry and Physics.

The first file file contain trace gas mixing ratios (MR, ppt) and uncertainties, Fractional Release Factors (FRFs) and mean ages of air (mAOA) for each compound of interest in the manuscript (CFC-13, CFC-114, CFC-114a, and CFC-115) from 5 flights of the high-altitude research aircraft M55 Geophysica.

The second file contains the background trend taken from Cape Grim, Tasmania and measured at UEA, 

The third, fourth, fifth and sixth files contain the emissions data for these compounds, updated from Western et al., (2023) (doi:10.1038/s41561-023-01147-w).

 

For further details please refer to the corresponding manuscript (ideally the final version, once published).
DOI: 10.5281/zenodo.16736497
title: Supplementary data for: Observationally-derived Fractional Release Factors, Ozone Depletion Potentials, and Stratospheric Lifetimes of Four Long-Lived CFCs: CFC-13 (CClF3), CFC-114 (C2Cl2F4), CFC-114a (CF3CCl2F), and CFC-115 (C2ClF5)

description: This dataset accompanies a manuscript about to be submitted for review to the journal of Atmospheric Chemistry and Physics.

The first file file contain trace gas mixing ratios (MR, ppt) and uncertainties, Fractional Release Factors (FRFs) and mean ages of air (mAOA) for each compound of interest in the manuscript (CFC-13, CFC-114, CFC-114a, and CFC-115) from 5 flights of the high-altitude research aircraft M55 Geophysica.

The second file contains the background trend taken from Cape Grim, Tasmania and measured at UEA, 

The third, fourth, fifth and sixth files contain the emissions data for these compounds, updated from Western et al., (2023) (doi:10.1038/s41561-023-01147-w).

 

For further details please refer to the corresponding manuscript (ideally the final version, once published).
DOI: 10.13140/rg.2.2.35306.63686
title: FNPH MAIDUGURI ACADEMIC PRESENTATIONS COMPENDIUM 1.0 (2022)
DOI: 10.5065/d6xw4h57
title: Forward-Looking Digital Camera Imagery. Version 1.0

description: During ICE-T, the C-130 flew a forward looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during ICE-T flights. Images taken after dark have been stripped from this archive and the remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 59 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file. This dataset only contains forward-looking images.
DOI: 10.23668/psycharchives.16166
title: Dataset for: Ego Depletion and Deviance

description: The current study examines the influence of ego-depletion on the chosen sentences in judgment scenarios (embezzlement, shoplifting, graffiti, and car damage). A lack of self-control resources is hypothesized to lead to stricter punishment. Further, it is assumed that high/low tolerance proneness is reinforced by ego-depletion. The results confirmed the main effect of ego depletion in two out of four and the interaction in one of the presented scenarios.
DOI: 10.13140/rg.2.2.13915.68643
title: Relation between the Geometric Means of Possible Subsets of a Set of Numbers and the Geometric Mean of the Original Set
DOI: 10.13140/rg.2.2.18109.99045
title: Philselfology Research Book "Clara and the Earth's Singing Clay" Seismic Earth Healing Series for Children Based on Happy Peace Day Book with Storybook Experiment, Gemini, NotebookLM & Google AI
DOI: 10.5065/d6t43rft
title: NSF/NCAR C-130 3V-CPI Raw 2D-S Imagery. Version 1.0

description: The Three-View Cloud Particle Imager (3V-CPI) is a combination of three imaging instruments. Two of them comprise a 2D-S instrument, in which two 2D probes image particles as they pass through beams that are oriented orthogonally to each other and the airflow. If particles also lie in the intersection of the sensitive areas of the two beams, they are seen by both 2D probes. In that case, the CPI is triggered to take a high-resolution picture, via a briefly illuminated high-resolution imaging array, to provide a third image at high resolution. The probe is particularly suited to imaging ice crystals, but also provide good detection of other hydrometeors including large cloud droplets, drizzle and small rain drops, and precipitation particles. The 3V-CPI measures the size, shape and concentration of water drops and ice particles in clouds in the size range of 15-250 µm. This dataset contains 2D-S imagery collected by the 3V-CPI aboard the NSF/NCAR C130 N130AR during the ICE-T project. The 2DS puts all flight data into 3 files, and the size of these files depends on the amount of time in clouds.
DOI: 10.13140/rg.2.2.26714.86723/1
title: Relation between the Arithmetic Means of Possible Subsets of a Set of Real Numbers and the Arithmetic Mean of the Original Set
DOI: 10.17630/d1adcdec-03eb-4290-ac23-01371ac7ad7c
title: Novel Magnetic Materials with Chemically-Tailorable Interactions (thesis data)

description: Neutron diffraction files:
.gsa/.gsas - GSAS raw diffraction files, examined using GSAS, GSAS-II, JANA2006 or equivalent
.dat - ASCII diffraction count vs d-spacing/TOF, for plotting
.nxs - MANID raw file, accessed using MANTID Workbench software

Neutron spectroscopy files:
.dat - ASCII energy X, Y, E, for plotting
.nxspe - MANID raw file, accessed using MANTID Workbench software
.log - log files

µSR – Muon Spin Rotation/Relaxation/Resonance files:
.bin/.nxs - Muon data files, read with WiMDA, musrfit, Mantid or equivalent

X-ray diffraction (Bragg–Brentano diffractometer Cu-Kα) files:
.xrdml - proprietary file format
.xy - converted file format, read using CrystalDiffract software or equialivent
Naming convention X (Y-Z):
X - Expected contents of sample with theorised stoichiometry
Y - Reaction vessel (autoclave) identification code
Z - Date of synthesis

Single Crystal diffraction files:
.cif - template structure file to begin refinement with measured unit cell parameters
.hkl - reflection file
Both files used in refinement within the WinGX suite using the SHELX software
Sample log included detailing samples of note

SQUID magnetometry data:
.dat/.diag/.lastscan/.raw - raw measurement files containing all sensor data
.gph - incidental plot file generated in the MPMS Multiview software
.seq - sequence file containing order of events within measurement
.txt - final measurement file generated after applying all necessary corrections for sample signal and position
Naming convention X_Y [Z]_D:
X - sample/compound identifier
Y - order of measurement operations (FW - sample warmed in applied magnetic field, FC - sample cooled in applied magnetic field, ZFC - sample cooled with no magnetic field applied)
D - start date of measurement

The data files are embargoed until 09/02/2027
DOI: 10.13140/rg.2.2.25450.02242
title: সাংবাদিক জিসানের মুক্তি ও হয়রানি মূলক মামলা বন্ধের
DOI: 10.25532/opara-947
title: Supplemental data to "A mechanical ratchet drives unilateral cytokinesis"

description: This dataset presents raw imaging data, quantitative measurements, and data visualisation code from zebrafish embryo experiments investigating contractile band dynamics during early cell division. The study examines the mechanical processes that drive unilateral cytokinesis, focusing on cytoskeletal organization across the cell cycle. High-resolution time-lapse microscopy and quantitative image analysis were used to capture and assess the cellular behaviours.
DOI: 10.13140/rg.2.2.27966.60488
title: 'Teaching and Assessment in Laboratory-Based Subjects: Are We Doing Justice to the Undergraduate Medical Students?': A Panel Discussion
DOI: 10.5065/d6pc30qg
title: NSF/NCAR C-130 3V-CPI Raw CPI ROI Imagery. Version 1.0

description: The Three-View Cloud Particle Imager (3V-CPI) is a combination of three imaging instruments. Two of them comprise a 2D-S instrument, in which two 2D probes image particles as they pass through beams that are oriented orthogonally to each other and the airflow. If particles also lie in the intersection of the sensitive areas of the two beams, they are seen by both 2D probes. In that case, the CPI is triggered to take a high-resolution picture, via a briefly illuminated high-resolution imaging array, to provide a third image at high resolution. The probe is particularly suited to imaging ice crystals, but also provide good detection of other hydrometeors including large cloud droplets, drizzle and small rain drops, and precipitation particles. The 3V-CPI measures the size, shape and concentration of water drops and ice particles in clouds in the size range of 15-250 µm. This dataset contains CPI roi images collected by the 3V-CPI aboard the NSF/NCAR C130 N130AR during the ICE-T project. For all of the flights, the CPI makes as many *.roi files as it needs; each file can be maximum 92Mb size and then a new file is opened.
DOI: 10.13140/rg.2.2.25187.87846
title: Elements of Philselfology Research Book "Clara's Squishy Questions" Storybook Experiment Series with Happy Peace Day Book, Gemini, NotebookLM and Google AI
DOI: 10.13140/rg.2.2.28543.32162
title: Introduction to Pingala Grammar of Music and Sound Quanta in Philselfology Research Series of "Clara's Squishy Questions" Storybook Experiments with Happy Peace Day Book, Gemini, NotebookLM and Google AI
DOI: 10.5065/d6jm27z9
title: ICE-T Chat Logs. Version 1.0

description: This dataset contains the scrubbed chat logs from the ICE-T project from 1-31 July 2011. These chat logs contain conversations between scientists and other project participants collected during the field phase of the ICE-T project.
DOI: 10.6084/m9.figshare.29821301
title: Supplementary Table 2. Polynoidae (Annelida) from bathyal and abyssal depths in southern and eastern Australia

description: Supplementary Table 2 Polynoidae COI genetic distance analysis
DOI: 10.6084/m9.figshare.29821301.v1
title: Supplementary Table 2. Polynoidae (Annelida) from bathyal and abyssal depths in southern and eastern Australia

description: Supplementary Table 2 Polynoidae COI genetic distance analysis
DOI: 10.34810/data677
title: General planimetry of the Roman Circus in Tarragona
title: Planimetria general del Circ romà de Tarragona

description: General planimetry of the Roman Circus in Tarraco. CAD file in DXF format of the known remains of the Roman Circus within the cadastral planimetry of the city of Tarragona. Theoretical reconstruction of the missing parts and study of the Roman modulation. Includes plans, sections, and elevations.&lt;br&gt;
description: &lt;br&gt;Planimetria general del Circ Romà de Tarragona. Arxiu CAD en format DXF de les restes conegudes del Circ Romà dins de la planimetria cadastral de la ciutat de Tarragona. Reconstrucció teòrica de les parts desaparegudes i estudi de la modulació romana. Inclou plans, seccions i alçats.
DOI: 10.5065/d6dv1h70
title: Forward-Looking Digital Camera Movies. Version 1.0

description: During ICE-T, the NCAR C-130 flew a forward looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Remaining images were converted to Quicktime movie files. The movies are h.264 codec playable with Quicktime (Mac and Windows), xine, (linux) and mplayer (many platforms). The original images are 1024x768 pixels and were recorded at 1 frame/second. The movies are set to play back at 512x384 pixels and 15 fps.
DOI: 10.13140/rg.2.2.27075.31524
title: working environment
DOI: 10.13140/rg.2.2.27494.74568
title: Public Disclosure Statement Regarding Dr. Alán Alpár and Institutional Branding Concerns
DOI: 10.5065/d6959fww
title: Small Ice Detector Version 2 (SID-2H). Version 1.0

description: This dataset contains SID2H data collected during the ICE-T project. The Small Ice Detector, Version 2 (SID2H) is a particle light-scattering instrument for measuring size distributions of particles in the 1 to 70 micrometer size range and for discriminating between ice crystals and supercooled water droplets in mixed phase clouds. SID2H measures the intensity of light scattered by cloud particles in the forward direction. Measurements are recorded for each particle that crosses the instrument's laser beam. The SID2H data files are binary and come in 10-minute blocks; a new file is created every 10 minutes. Data records include timing events, light scattering intensity, and housekeeping (temperatures, laser power, etc.). The file structure has a header, data, and a footer.
DOI: 10.5281/zenodo.17224250
title: "Useful Chaos — Part II: Final Results and Verification Pack"

description: Verification Instructions

This package contains the final results and supporting documents (5 PDFs + license). The data is open for independent verification.

1. Upload all PDFs from this archive into any modern LLM.

2. Ask: “Perform a blind check of 3, 5, or 8 random metrics (e.g., shock_mean, area_dip, recovery_time, CVaR-5, AUC).”

3. Ask: “What is the deviation/error between the calculated values and those reported in tables/figures?”

4. Ask: “What does this mean regarding the reliability of the results?”

All results are considered valid if deviations do not exceed ±15%.

 

Scientific Description

This package extends the “Theory of Guided Symbiosis” with its applied component (Part II), where key metrics are formalized and validated. The included documents are:

UC Final Results Summary: consolidated results and plots;

UC Reproducibility Guide: independent verification procedure;

UC Metrics Specification: formulas and parameters of metrics;

UC Verification Guide: ranges and PASS/FAIL criteria;

UC Errata & Notes: clarifications and corrections.

 

The package demonstrates consistent improvements (20–55%) in challenging scenarios, with confirmed reproducibility. This provides a foundation for future research in AI safety, empirical testing, and interdisciplinary exploration.

 

“Any use of these materials for commercial purposes, redistribution without attribution, or integration into closed-source proprietary systems requires prior written consent of the rightsholder.”
DOI: 10.5065/d65d8q61
title: Navigation, State Parameter, and Microphysics HRT Data. Version 1.0

description: This data set includes airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR) during the "Ice in Clouds Experiment -T" (ICE-T) project. This data set contains the High-Rate (HRT, 25 sps, mixed) production data. The files are in netCDF format.
DOI: 10.13140/rg.2.2.16065.26721
title: Earth Core Spin and Flip Neutrino Inspired Flip-Gate of Gemini Storybook Experiment, NotebookLM and Google AI with Philselfology Research Book "Clara's Squishy Questions"
DOI: 10.13140/rg.2.2.11451.53286
title: MAiD in Canada Report for Q2 2025 for British Columbia, Alberta, Manitoba & Ontario
DOI: 10.13140/rg.2.2.28228.74887
title: CX STEPS Analysis of PERS029-4S4 99-1 20 Real World Data by the Persian Curve (PC) CX STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.13140/rg.2.2.19840.14081
title: gnome-radio-50.2.tar
DOI: 10.13140/rg.2.2.33261.91362
title: gnome-radio 50.2-1 amd64