cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15303565
title: ITU-ML5G-PS-006: Intrusion and Vulnerability Detection in Software-Defined Networks (SDN)

description: The dataset was sourced from the International Telecommunication Union (ITU) in collaboration withthe industry (ULAK) and consists of real network traffic from users, extracted from an SDN, combined with other known benchmark datasets. It contains around 2.3 mil-lion records each having 78 features, with data representing both benign traffic and 14 different types of network attacks, making it well-suited for the evaluation ofintrusion detection systems.

This dataset was used to work on the “AI/ML in 5G” competition 

 in the ”ITU-ML5G-PS-006: Intrusion and Vulnerability Detection in Software-Defined Networks (SDN)” challenge organised by the ITU and ULAK.
DOI: 10.57703/ce-mk9gx
title: Tomas Grejtak - Chromium nitride sample #C23

description: The surface topography of a chromium nitride sample #C23 was measured using a scanning white-light interferometer (Wyko model NT 9100, Bruker USA). Each measurement was done using the same conditions:
Objective: 10X
Image Size: 878 x 657 µm
Pixel size: 0.642 µm
Scanning mode: VSI
The surface topographies, post-processing and roughness calculations (the average roughness (Ra) and the root mean square roughness (Rq)) were done using Vision 4.10 Software (Veeco Instruments, Inc). 
The surface was not initially flat and was tilted using Vision’s “Tilt (Plane Fit)” function. The surface did not require additional filtering. Three measurements were performed on each sample. The values from the three measurements were used to determine the average and standard deviation of the roughness values. The standard deviation was determined using Excel function “STDEV”. 
Prior to the topography measurements, all samples were rinsed in methanol and the surface was blown dry using a compressed air.
DOI: 10.15468/dl.77dhtu
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeagnus latifolia L."
 ]
}

 The dataset includes 563 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004871-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afrq2h
title: Occurrence Download

description: A dataset containing 1791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lunaria annua subsp. pachyrrhiza (Borbás) Maire & Petitm., Lupinus mexiae C.P.Sm., Lupinus ×pseudopolyphyllus C.P.Sm., Lycianthes laevis subsp. laevis, Lysimachia monelli subsp. monelli)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1791 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004872-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmsvyp
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((51.47055144977671 25.223648702122418,51.615029189502735 25.223648702122418,51.615029189502735 25.368126441848446,51.47055144977671 25.368126441848446,51.47055144977671 25.223648702122418))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 169 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004873-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/2c56-cr05
title: OntoValidate: OntoNotes 5.0 NER validation dataset

description: OntoValidate dataset consists of 603 randomly chosen raw textsfrom the original OntoNote 5.0 dataset (3637 raw texts in total).
All raw texts are split into 13 subsets. Each subset was manuallyannotated with named entities by at least 10 people. Each annotator followed the official annotation guidelines (OntoNotes Named Entity Guidelines VERSION 14.0)that are distributed together with the OntoNotes 5.0 dataset. 
The OntoValidate dataset allows for a comparison of how different peopleunderstand the named entity recognition task. On the other hand, it also gave ussome insights about the precision of annotation guidelines itself.
Format
Each directory of the OntoValidate dataset represents a separate annotator.The first number in the directory name is the sequence number of the subset, the second isthe sequence number of the annotator. Each directory contains the JSON files that containthe annotations in spaCy JSON format. 
All annotations were created using the NER Text Annotator tool (https://tecoholic.github.io/ner-annotator/).
DOI: 10.15468/dl.fd45ca
title: Occurrence Download

description: A dataset containing 20834 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eichhornia crassipes (Mart.) Solms"
 ]
}

 The dataset includes 20834 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004870-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3ga5f
title: Occurrence Download

description: A dataset containing 5434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris feriarum (Baird, 1854))"
 ]
}

 The dataset includes 5434 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004874-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/113166fa-ca46-4f8d-9511-9ce521c24427
title: Towards the New Generation of Quantum Sensors – Ultracold Atoms and NV Centres (thesis software)

description: Python scripts for simulating adaptive tracking with NV centres and assessing tracking performance. Python scripts simulating BECs in ring traps and measuring rotation rates (including on their own and as a result of atom-atom interactions with magnetic field strength approaching Feshbach resonances).
DOI: 10.15468/dl.5k7q6k
title: Occurrence Download

description: A dataset containing 10180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Acris gryllus (LeConte, 1825))"
 ]
}

 The dataset includes 10180 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004875-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15201872
title: Dataset of modelled significant wave height in the Italian Seas for the historical period 2000-2010 (reanalysis model winds)

description: This dataset contains hindcast results from numerical model runs of significant wave height in the Italian Seas, covering the historical period of 2000-2010.  




This study was part of the project “COAST-CLIM”, funded by the Italian PNRR initiative “RETURN” (RETURN Extended Partnership, https://www.fondazionereturn.it/en/). “COAST-CLIM” was coordinated by the Italian National Research Council (CNR). PNRR is funded by the European Union under the Next Generation Europe program (NRRP, M4, C2, I1.3 – D.D. 1243 2/8/2022, PE0000005). 








Authors: Christian Ferrarin, Marco Bajo, Francesco Barbariol,  Alvise Benetazzo (CNR-ISMAR) 










Variables: significant wave height 










Geographical region: Italian seas 










Period (month/year): 01/2000- 12/2010 










Numerical model and setup: WAVEWATCH III® spectral wave model with unstructured grid and coupled to SHYFEM hydrodynamic model 










Atmospheric forcing: 10-m wind components  and mean sea level pressure from the Copernicus European Regional ReAnalysis (CERRA; 5.5-km horizontal spatial resolution, 3-hour temporal resolution) dataset (DOI: 10.24381/cds.622a565a) 










Output spatial resolution: 0.025 degree x 0.025 degree 










Output frequency: 1 hour
DOI: 10.5281/zenodo.15201873
title: Dataset of modelled significant wave height in the Italian Seas for the historical period 2000-2010 (reanalysis model winds)

description: This dataset contains hindcast results from numerical model runs of significant wave height in the Italian Seas, covering the historical period of 2000-2010.  




This study was part of the project “COAST-CLIM”, funded by the Italian PNRR initiative “RETURN” (RETURN Extended Partnership, https://www.fondazionereturn.it/en/). “COAST-CLIM” was coordinated by the Italian National Research Council (CNR). PNRR is funded by the European Union under the Next Generation Europe program (NRRP, M4, C2, I1.3 – D.D. 1243 2/8/2022, PE0000005). 








Authors: Christian Ferrarin, Marco Bajo, Francesco Barbariol,  Alvise Benetazzo (CNR-ISMAR) 










Variables: significant wave height 










Geographical region: Italian seas 










Period (month/year): 01/2000- 12/2010 










Numerical model and setup: WAVEWATCH III® spectral wave model with unstructured grid and coupled to SHYFEM hydrodynamic model 










Atmospheric forcing: 10-m wind components  and mean sea level pressure from the Copernicus European Regional ReAnalysis (CERRA; 5.5-km horizontal spatial resolution, 3-hour temporal resolution) dataset (DOI: 10.24381/cds.622a565a) 










Output spatial resolution: 0.025 degree x 0.025 degree 










Output frequency: 1 hour
DOI: 10.57703/ce-8q696
title: Tomas Grejtak - Chromium nitride sample #P22

description: The surface topography of a chromium nitride sample #P22 was measured using a scanning white-light interferometer (Wyko model NT 9100, Bruker USA). Each measurement was done using the same conditions:
Objective: 10X
Image Size: 878 x 657 µm
Pixel size: 0.642 µm
Scanning mode: VSI
The surface topographies, post-processing and roughness calculations (the average roughness (Ra) and the root mean square roughness (Rq)) were done using Vision 4.10 Software (Veeco Instruments, Inc). 
The surface was not initially flat and was tilted using Vision’s “Tilt (Plane Fit)” function. The surface did not require additional filtering. Three measurements were performed on each sample. The values from the three measurements were used to determine the average and standard deviation of the roughness values. The standard deviation was determined using Excel function “STDEV”. 
Prior to the topography measurements, all samples were rinsed in methanol and the surface was blown dry using a compressed air.
DOI: 10.15468/dl.ajhf7f
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magydaris pastinacea (Lam.) Paol., Malope malacoides subsp. malacoides, Malus ×florentina (Zuccagni) C.K.Schneid., Malus ×floribunda Siebold ex Van Houtte, Malva parviflora var. parviflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 709 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004877-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c51z4255g
title: MassIVE MSV000097748 - AIMP3 Maintains Cardiac Homeostasis by Regulating the Editing Activity of Methionyl-tRNA Synthetase
title: Ventricles from Ctrl (n=4, labelled as C1-C4) and A3cKO (n=4, labelled as B1-B4) were excised after 10 days of 1st tamoxifen I.P., and lysates were prepared in lysis buffer (50 mM Tris-HCl, pH 7.6, 150 mM NaCl, 0.5% Na deoxycholate, 1% SDS, 1 mM EDTA without protease inhibitors) using electronic hand homogenizer. Lysates were sonicated in water bath sonicator for 10 min at 4C and centrifuged at 20,000g for 20 min at 4C. Protein concentrations were measured using the BCA method from the supernatants, and 100 microG total protein samples were submitted to the OSU CCIC Mass Spectrometry and Proteomics (MSP) Facility. LC-MS/MS was performed using the label-free method, and results were analyzed in Mascot software.
DOI: 10.15468/dl.aju86u
title: Occurrence Download

description: A dataset containing 125897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus Baird, 1850)"
 ]
}

 The dataset includes 125897 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004860-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6srngt
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Andesiops peruvianus (Ulmer, 1920)"
 ]
}

 The dataset includes 115 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004878-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb4a8z
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris fouquettei Lemmon, Lemmon, Collins & Cannatella, 2008)"
 ]
}

 The dataset includes 966 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004879-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-cgvff
title: B56

description: - Bruker stylus profilometer
0.333 line/s 
Tip radius 2 mum
Normal weight 1mg
Lateral sampling size 0.998 mum

-AFM measurements
contact mode, 1 line/s
tip APPNano Fort, 1.6 N/m (61kHz), tip radius 6 nm, tip height 10 to 16 mum
DOI: 10.5281/zenodo.15195140
title: Dataset of modelled significant wave height in the Italian Seas for the historical period 2011-2020 (reanalysis model winds)

description: This dataset contains hindcast results from numerical model runs of significant wave height in the Italian Seas, covering the historical period of 2011-2020.  




This study was part of the project “COAST-CLIM”, funded by the Italian PNRR initiative “RETURN” (RETURN Extended Partnership, https://www.fondazionereturn.it/en/). “COAST-CLIM” was coordinated by the Italian National Research Council (CNR). PNRR is funded by the European Union under the Next Generation Europe program (NRRP, M4, C2, I1.3 – D.D. 1243 2/8/2022, PE0000005). 








Authors: Christian Ferrarin, Marco Bajo, Francesco Barbariol,  Alvise Benetazzo (CNR-ISMAR) 













Variables: significant wave height 










Geographical region: Italian seas 










Period (month/year): 01/2011- 12/2020 










Numerical model and setup: WAVEWATCH III® spectral wave model with unstructured grid and coupled to SHYFEM hydrodynamic model 










Atmospheric forcing: 10-m wind components  and mean sea level pressure from the Copernicus European Regional ReAnalysis (CERRA; 5.5-km horizontal spatial resolution, 3-hour temporal resolution) dataset (DOI: 10.24381/cds.622a565a) 










Output spatial resolution: 0.025 degree x 0.025 degree 










Output frequency: 1 hour
DOI: 10.5281/zenodo.15195141
title: Dataset of modelled significant wave height in the Italian Seas for the historical period 2011-2020 (reanalysis model winds)

description: This dataset contains hindcast results from numerical model runs of significant wave height in the Italian Seas, covering the historical period of 2011-2020.  




This study was part of the project “COAST-CLIM”, funded by the Italian PNRR initiative “RETURN” (RETURN Extended Partnership, https://www.fondazionereturn.it/en/). “COAST-CLIM” was coordinated by the Italian National Research Council (CNR). PNRR is funded by the European Union under the Next Generation Europe program (NRRP, M4, C2, I1.3 – D.D. 1243 2/8/2022, PE0000005). 








Authors: Christian Ferrarin, Marco Bajo, Francesco Barbariol,  Alvise Benetazzo (CNR-ISMAR) 













Variables: significant wave height 










Geographical region: Italian seas 










Period (month/year): 01/2011- 12/2020 










Numerical model and setup: WAVEWATCH III® spectral wave model with unstructured grid and coupled to SHYFEM hydrodynamic model 










Atmospheric forcing: 10-m wind components  and mean sea level pressure from the Copernicus European Regional ReAnalysis (CERRA; 5.5-km horizontal spatial resolution, 3-hour temporal resolution) dataset (DOI: 10.24381/cds.622a565a) 










Output spatial resolution: 0.025 degree x 0.025 degree 










Output frequency: 1 hour
DOI: 10.57703/ce-w9km4
title: Tomas Grejtak - Chromium nitride sample #P21

description: The surface topography of a chromium nitride sample #P21 was measured using a scanning white-light interferometer (Wyko model NT 9100, Bruker USA). Each measurement was done using the same conditions:
Objective: 10X
Image Size: 878 x 657 µm
Pixel size: 0.642 µm
Scanning mode: VSI
The surface topographies, post-processing and roughness calculations (the average roughness (Ra) and the root mean square roughness (Rq)) were done using Vision 4.10 Software (Veeco Instruments, Inc). 
The surface was not initially flat and was tilted using Vision’s “Tilt (Plane Fit)” function. The surface did not require additional filtering. Three measurements were performed on each sample. The values from the three measurements were used to determine the average and standard deviation of the roughness values. The standard deviation was determined using Excel function “STDEV”. 
Prior to the topography measurements, all samples were rinsed in methanol and the surface was blown dry using a compressed air.
DOI: 10.5281/zenodo.15303440
title: A high (spatial) resolution temperature data for an apartment in Belgium for over 2.5 months
DOI: 10.5281/zenodo.15303441
title: A high (spatial) resolution temperature data for an apartment in Belgium for over 2.5 months
DOI: 10.15468/dl.q3thtg
title: Occurrence Download

description: A dataset containing 22183 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Corredor neotropical de migración de aves en Colombia Temporada I-II/2016"
 ]
}

 The dataset includes 22183 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004882-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh747p
title: Occurrence Download

description: A dataset containing 90464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-5.75683 33.04496,5.38829 34.88186,18.6563 29.3801,37.98822 29.79449,42.83724 38.60975,40.33646 46.0953,29.25243 46.87801,21.15256 43.98706,8.07909 47.16862,-0.8734 42.85174,-5.75683 33.04496))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalasseus sandvicensis (Latham, 1787)"
 ]
}

 The dataset includes 90464 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004811-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5axjfg
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fargesia spathacea"
 ]
}

 The dataset includes 140 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008941-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5npdha
title: Occurrence Download

description: A dataset containing 1983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-113.61791 39.94063,-108.93705 38.06829,-103.19237 37.94063,-107.14982 48.7917,-115.74557 48.7917,-116.1711 48.87681,-116.68174 48.87681,-116.46898 47.17468,-115.4477 45.94064,-115.78812 43.47255,-113.61791 39.94063))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor canadensis",
 "Year 2000-2026"
 ]
}

 The dataset includes 1983 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008943-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5azue
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras haraldschultzi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008946-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.becz2n
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo"
 ]
}

 The dataset includes 459 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008945-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18610716
title: The Influence of Augmented Reality in E-commerce Applications on Consumer Purchase Intention and Sustainable Entrepreneurship Practices in the Cosmetics Industry.
DOI: 10.5281/zenodo.18610715
title: The Influence of Augmented Reality in E-commerce Applications on Consumer Purchase Intention and Sustainable Entrepreneurship Practices in the Cosmetics Industry.
DOI: 10.15131/shef.data.31230256
title: Rational Design of Pigment-Polymer Antenna Complexes

description: We have developed a biologically-inspired approach to the design of next-generation photonic materials, in which programmable pigment-polymer complexes (PPACs) are produced via conjugation of various amine-functionalized dyes to an aldehyde-functionalized PAGEO5MA brush. Dye conjugation to a brush scaffold provides an effective means of minimizing dye-dye interactions and hence extending the excited state lifetime.
DOI: 10.15131/shef.data.31230256.v1
title: Rational Design of Pigment-Polymer Antenna Complexes

description: We have developed a biologically-inspired approach to the design of next-generation photonic materials, in which programmable pigment-polymer complexes (PPACs) are produced via conjugation of various amine-functionalized dyes to an aldehyde-functionalized PAGEO5MA brush. Dye conjugation to a brush scaffold provides an effective means of minimizing dye-dye interactions and hence extending the excited state lifetime.