cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17523216
title: Dataset for research paper entitled "Thermal History in WAAM: structure–property relation in 18Ni-300 Maraging Steel and AlMg5"

description: The dataset contains the results of an experiment that shows the effect of thermal history on the microstructure and properties of 18Ni-300 maraging steel and the AlMg5 aluminum alloy, additively manufactured using the WAAM technique. The entire experiment is described in the article being submitted (a reference will be provided upon acceptance).

Below is a list of the research techniques used and the results obtained with them:

The thermal history was monitored using an infrared camera (Optris Pi640i).



thermal history plots of AlMg5 for emissivity values: 0.2; 0.45; 0.7.

thermal history plots of 18Ni-300 for emissivity values: 0.2; 0.45; 0.6; 0.7.


Phase analysis was performed using synchrotron X-ray measurements.



XRD pattern for AlMg5 at different sample heights.

XRD pattern for 18Ni-300 at different sample heights.


Scanning Electron Microscope - SEM images presenting the microstructure of manufactured samples.

Microhardness measurements - performed with Shimadzu HMV-G Micro Vickers Hardness Tester along the specimens from the substrate to the top of the welded structure. 

Tensile test - performed on an Instron 8501 testing machine in accordance with method B of PN-EN ISO 6892 - 1:2020-05. The specimens for tensile tests were cut in two directions (vertically and horizontally).
DOI: 10.5281/zenodo.17523215
title: Dataset for research paper entitled "Thermal History in WAAM: structure–property relation in 18Ni-300 Maraging Steel and AlMg5"

description: The dataset contains the results of an experiment that shows the effect of thermal history on the microstructure and properties of 18Ni-300 maraging steel and the AlMg5 aluminum alloy, additively manufactured using the WAAM technique. The entire experiment is described in the article being submitted (a reference will be provided upon acceptance).

Below is a list of the research techniques used and the results obtained with them:

The thermal history was monitored using an infrared camera (Optris Pi640i).



thermal history plots of AlMg5 for emissivity values: 0.2; 0.45; 0.7.

thermal history plots of 18Ni-300 for emissivity values: 0.2; 0.45; 0.6; 0.7.


Phase analysis was performed using synchrotron X-ray measurements.



XRD pattern for AlMg5 at different sample heights.

XRD pattern for 18Ni-300 at different sample heights.


Scanning Electron Microscope - SEM images presenting the microstructure of manufactured samples.

Microhardness measurements - performed with Shimadzu HMV-G Micro Vickers Hardness Tester along the specimens from the substrate to the top of the welded structure. 

Tensile test - performed on an Instron 8501 testing machine in accordance with method B of PN-EN ISO 6892 - 1:2020-05. The specimens for tensile tests were cut in two directions (vertically and horizontally).
DOI: 10.57760/sciencedb.30760
title: Interview Data
title: Interview Data

description: This link contains the interviewee information and records of the entire interview process. All recorded content has been agreed upon by the interviewee, and their privacy is effectively protected 
description: This link contains the interviewee information and records of the entire interview process. All recorded content has been agreed upon by the interviewee, and their privacy is effectively protected
DOI: 10.15468/dl.gurxva
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atrionemertes greenlandica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017219-251025141854904/datasets/export for details.
DOI: 10.57760/sciencedb.31031
title: Polyetherimide based composites
title: Polyetherimide based composites

description: Relevant test data of polyetherimide matrix composites.
description: Relevant test data of polyetherimide matrix composites.
DOI: 10.15468/dl.uvpvdt
title: Occurrence Download

description: A dataset containing 1789 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day") yearmonthday,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 GBIF_WITHIN('POLYGON((31.55921 8.02951,159.09194 8.02951,159.09194 59.06845,31.55921 59.06845,31.55921 8.02951))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 1341974 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 1341974 OR CAST(occurrence.kingdomkey AS INTEGER) = 1341974 OR CAST(occurrence.phylumkey AS INTEGER) = 1341974 OR CAST(occurrence.classkey AS INTEGER) = 1341974 OR CAST(occurrence.orderkey AS INTEGER) = 1341974 OR CAST(occurrence.familykey AS INTEGER) = 1341974 OR CAST(occurrence.genuskey AS INTEGER) = 1341974 OR CAST(occurrence.specieskey AS INTEGER) = 1341974)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence."day" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day")

 The dataset's 1789 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017179-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60888/epos-gnss-qenu00grl
title: GNSS data of QENU00GRL, Qeqetaarsunnguit Nunataat, Greenland

description: Permanent GNSS station dataset as RINEX files
DOI: 10.5281/zenodo.18695835
title: BOOST.WP1.IMActivities.V1

description: Catalogue of the general awareness activities toward concrete uptake and exploitation, the portfolio of Key Exploitable Results (KERs), and of exploitation packages in regards of BOOST Task 1.4 - Coordination of knowledge and IM Activities.

Each package will be defined by a clear ownership, an appropriate access model, a well‑identified intellectual property (IP) position, and a set of market‑facing assets.
DOI: 10.5281/zenodo.18695836
title: BOOST.WP1.IMActivities.V1

description: Catalogue of the general awareness activities toward concrete uptake and exploitation, the portfolio of Key Exploitable Results (KERs), and of exploitation packages in regards of BOOST Task 1.4 - Coordination of knowledge and IM Activities.

Each package will be defined by a clear ownership, an appropriate access model, a well‑identified intellectual property (IP) position, and a set of market‑facing assets.
DOI: 10.15468/dl.urrhar
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleosporium bletiae"
 ]
}

 The dataset includes 118 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029864-260208012135463/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.31370392
title: Experimental data: "Alginate/PEI-based molecularly imprinted polymer composite beads dually crosslinked with CaSO<sub>4</sub> and FeCl<sub>3</sub> for selective naproxen adsorption"

description: Data obtained for publication Sep. Purif. Technol., 2026, 390, 137011
DOI: 10.6084/m9.figshare.31370392.v1
title: Experimental data: "Alginate/PEI-based molecularly imprinted polymer composite beads dually crosslinked with CaSO<sub>4</sub> and FeCl<sub>3</sub> for selective naproxen adsorption"

description: Data obtained for publication Sep. Purif. Technol., 2026, 390, 137011
DOI: 10.21430/m39tnf6a3g
title: Household Cohort Study in New Zealand

description: To examine transmission of and susceptibility to influenza virus in a longitudinal household cohort study in Wellington, New Zealand.
DOI: 10.5281/zenodo.17409377
title: Predicting interaction-specific protein--protein interaction perturbations by missense variants with MutPred-PPI

description: See README.txt for more information.
DOI: 10.5281/zenodo.18701748
title: Predicting interaction-specific protein--protein interaction perturbations by missense variants with MutPred-PPI

description: See README.txt for more information.
DOI: 10.5281/zenodo.18701769
title: CAMBER Dataset – Road Survey Video #4

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 10.90 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 15:50:45 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 4
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 9

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18701770
title: CAMBER Dataset – Road Survey Video #4

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 10.90 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-19 15:50:45 UTC
- Duration: 0.93 hours

**Processing Information:**
- Video ID: 4
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 9

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.23640/07243.5616118.v2
title: ORCID: digital persistent identifier for contributors in scholarly communication

description: Presentation by Nobuko Miyairi for CrossrefLIVE, Yogyakarta, Indonesia on November 20, 2017
DOI: 10.5285/4b2a5ac6-b6db-c98e-e063-7086abc040c6
title: A global dataset of marine pelagic microbial respiration

description: This dataset includes measurements of marine microbial respiration and associated environmental variables contributed before July 2025 and collated within the UK research project MicroRESPIRE and the international working group Respiration in the Mesopelagic Ocean (ReMO). The dataset includes respiration rates estimated from oxygen consumption in incubations measured with optodes, membrane inlet mass spectrometry, or Winkler analytical chemistry with optical, potentiometric or spectrophotometric detection. Rates were also estimated from the formation of formazan during incubations of water samples (INT technique) or in samples captured on filters (ETS technique). Estimates of respiration rates were also calculated from the difference between net community production and gross primary production derived from the production of oxygen during an incubation of a water sample spiked with 18O labelled water. Other incubation-based estimates were derived from the fluorescence of the redox dye RedoxSensor Green (RSG) and the production of 14CO2 during the incubation of a water sample spiked with 14C-leucine. In situ respiration was estimated from changes in oxygen concentration measured by oxygen sensors deployed on platforms such BGC Argo floats or CTDs. Measurements of prokaryote production and abundance are also included. Environmental variables include dissolved oxygen, temperature, phytoplankton chlorophyll, inorganic nutrients and dissolved and particulate carbon, nitrogen and phosphorus. The data are available in ASCII, Excel and Ocean Data View formats and accompanied by a machine-readable JSON-LD description file. Standard deviation or standard error uncertainty values are provided where available. Metadata include details of the methods used such as volume sampled, incubation time and temperature, equations used to derive oxygen consumption at in situ temperature and details of any filtration step. Data providers (with ORCID), links to the data centre where the original data are held and publications describing the data and methods are also included. The aim is for the dataset to be as easy to use as possible by field going scientists and modellers investigating the flux of carbon from the surface to the deep ocean, with a particular focus on the mesopelagic zone between 200 and 1000 m. This data collation was supported by funding from the UK Natural Environment Research Council (NERC) project MicroRESPIRE NE/X008630/1 as part of the BioCarbon programme and by funding to the Scientific Committee on Oceanic Research (SCOR) working group #161 (Respiration in the Mesopelagic Ocean: ReMO) provided by the national committees of SCOR and from a grant to SCOR from the U.S. National Science Foundation (OCE-2513154).
DOI: 10.15468/dl.ge4jy3
title: Occurrence Download

description: A dataset containing 6595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetranychus urticae"
 ]
}

 The dataset includes 6595 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029865-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1dy-r0p-8nc
title: Reholttumia vaupelii (C. Chr.) S. E. Fawc. & A. R. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.m59gxf
title: Occurrence Download

description: A dataset containing 1835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adelphocoris vandalicus"
 ]
}

 The dataset includes 1835 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18503743
title: Dataset and analysis code for phishing simulation study

description: This repository contains the anonymized dataset and analysis code used in the accompanying paper. It includes preprocessing scripts, statistical analyses, and figure generation to reproduce all reported results.
DOI: 10.5281/zenodo.18701713
title: Dataset and analysis code for phishing simulation study

description: This repository contains the anonymized dataset and analysis code used in the accompanying paper. It includes preprocessing scripts, statistical analyses, and figure generation to reproduce all reported results.
DOI: 10.5281/zenodo.18701216
title: Radiolysis and Fe-Biotite Alteration: Questioning the Origin of H2- Bearing Fluid Inclusions in the Yorke Peninsula Granites, South Australia [Dataset]

description: This .zip file contains all the specific methodologies and raw data used in the study titled "Radiolysis and Fe-Biotite Alteration: Questioning the Origin of H2-Bearing Fluid Inclusions in the Yorke Peninsula Granites, South Australia". It includes: bulk geochemical analyses, helium isotope measurements, EPMA data acquired on chlorite, details concerning Cramer’s system methodology used for reaction balancing, methodology for determination of Fe3+/ΣFe in chlorite, and the python script and the input/output data of the simulations performed to assess radiolytic H2 and 4He generation rates.
DOI: 10.5281/zenodo.18701217
title: Radiolysis and Fe-Biotite Alteration: Questioning the Origin of H2- Bearing Fluid Inclusions in the Yorke Peninsula Granites, South Australia [Dataset]

description: This .zip file contains all the specific methodologies and raw data used in the study titled "Radiolysis and Fe-Biotite Alteration: Questioning the Origin of H2-Bearing Fluid Inclusions in the Yorke Peninsula Granites, South Australia". It includes: bulk geochemical analyses, helium isotope measurements, EPMA data acquired on chlorite, details concerning Cramer’s system methodology used for reaction balancing, methodology for determination of Fe3+/ΣFe in chlorite, and the python script and the input/output data of the simulations performed to assess radiolytic H2 and 4He generation rates.
DOI: 10.15468/dl.msyh8t
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Caretta caretta",
 "Year 2010-2025"
 ]
}

 The dataset includes 667 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029867-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60888/epos-gnss-kly200grl
title: GNSS data of KLY200GRL, Kellyville 2, Greenland

description: Permanent GNSS station dataset as RINEX files
DOI: 10.15468/dl.ugzgj4
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tachysurus sinensis)",
 "HasCoordinate is true",
 "DecimalLatitude is less than 90",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is less than 180",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 120 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029868-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxb3pf
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Strix hadorami"
 ]
}

 The dataset includes 444 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029869-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18701776
title: NEYROGIMNASTIKA MASHQLARI ORQALI INTELLEKTIDA NUQSONI BO'LGAN BOLALARNI NUTQINI RIVOJLANTIRISH

description: Bugungi kunda intellektida nuqsoni bo‘lgan bolalarni nutqini rivojlantirishda neyrogimnastikaning roli, ahamiyati va dolzarbligi to‘g‘risida yoritilgan. Kerakli hamda foydali bo‘lgan neyrogimnastika mashqlari hususida so‘z boradi.
DOI: 10.5281/zenodo.18701775
title: NEYROGIMNASTIKA MASHQLARI ORQALI INTELLEKTIDA NUQSONI BO'LGAN BOLALARNI NUTQINI RIVOJLANTIRISH

description: Bugungi kunda intellektida nuqsoni bo‘lgan bolalarni nutqini rivojlantirishda neyrogimnastikaning roli, ahamiyati va dolzarbligi to‘g‘risida yoritilgan. Kerakli hamda foydali bo‘lgan neyrogimnastika mashqlari hususida so‘z boradi.
DOI: 10.15468/dl.j7cdkt
title: Occurrence Download

description: A dataset containing 2915806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.54961 82.16598,-79.07445 36.21885,-53.07955 38.15706,-31.30312 53.77681,-9.86872 44.54178,18.63446 51.15451,51.35612 72.58891,37.67459 83.42012,-71.54961 82.16598))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gadus morhua"
 ]
}

 The dataset includes 2915806 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029830-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18699343
title: SCW Water Sensor Square-Wave Voltammetry Dataset

description: This dataset was acquired using the Sensichips SCW water sensor and contains square-wave voltammetry measurements stored as CSV. Voltammetric signals were collected using six interdigitated electrodes (IDEs): Platinum, Gold, Silver, Nickel, Palladium, and Copper Oxide.

Data are organized into independent training sets (performed with different SCW sensors; some sets share the same sensor for subsets of measurements). Several sets include a tap-water baseline measured before substance insertion (stored in a dedicated subfolder). Set 1 also includes a supplementary file with synthetically generated data for each substance measured with Platinum.

Multiple measurement campaigns (Set 1–Set 5) with controlled concentrations (ml per 100 ml tap water) for a range of analytes (including acids, salts, fuels, pharmaceuticals, and household products), supporting ML tasks such as classification and sensor-variability analysis.

 













More info at: https://sensichips.com/water-sensor/