cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7318531
title: ICE-LAPSE image dataset

description: ######################################################## Image dataset acquired within the project "ICE-LAPSE: Analysis of Antarctic benthos dynamics by using non-destructive monitoring devices and permanent stations'', PNRA 2013/AZ1.16, funded by the Italian National Antarctic Program. The dataset is in support of the publication entitled: Long-term Automated Visual Monitoring of Antarctic Benthic Fauna Simone Marini 1,2∗ , Federico Bonofiglio 1 , Lorenzo P. Corgnati 1 ,<br> Andrea Bordone 3, Stefano Schiaparelli 4 , Andrea Peirano 3 1 National Research Council of Italy (CNR), Institute of Marine Sciences, La Spezia, 19132, Italy,<br> 2 Stazione Zoologica Anton Dohrn, Naples, 80121, Italy<br> 3 ENEA-Marine Environment Research Centre, La Spezia, 19132, Italy<br> 4 DISTAV, Università di Genova, Genova, 16132, Italy ∗E-mail: simone.marini@sp.ismar.cnr.it. Related Scientific Publications: Marini, S., Bonofiglio, F., Corgnati, L. P., Bordone, A., Schiaparelli, S., & Peirano, A. (2022). Long-term automated visual monitoring of Antarctic benthic fauna. <em>Methods in Ecology and Evolution</em>, 00, 1– 19. https://doi.org/10.1111/2041-210X.13898 ######################################################## The dataset consists of the following files: - Raw_Images.tgz contains the images in CR2 format<br> - JPG_Images.tgz contains the images in JPG format<br> - 640x427_Images.tgz contains the images in JPG format, with resolution 640x427 Pixels<br> - ICE-LAPSE_Tags.tgz contains<br> - the textual_Tags folder,<br> - the Tagged_Images folder,<br> - the SpeciesColorLabel image representing the legend for the tagged images contained in the Tagged_Images folder<br> - the SpeciesDistribution.csv spreadsheet listing the species for each image - iFDO_Dataset.tgz contains the images renamed according to the iFDO standard - Deployment in Tethys bay - Mario Zucchelli Station- 2015_GUARD1-PNRA-2015_iFDO.yaml contains the iFDO metadata information.
DOI: 10.21227/pw43-9p78
title: An OTDR event dataset 

description: A monitoring data, which includes several OTDR traces incorporating various types of fiber events (e.g. reflective, non-reflective, merged events) induced along an optical fiber link, is provided. Different fiber faults such as fiber cut, and fiber bend are modeled using optical components such as connectors and variable optical attenuators (VOAs). The data can be used to train machine learning models for solving fiber fault diagnosis problems.
DOI: 10.5281/zenodo.7278449
title: Electron microscopy files (SBFSEM & TEM) for "Syncytial nerve net in a ctenophore sheds new light on the early evolution of nervous systems"

description: 4 electron microscopy datasets: 1) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 1) 2) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 2) 3) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 3) 4) TEM data of nerve net of 1-day old ctenophore <em>Mnemiopsis leidyi </em>
DOI: 10.5281/zenodo.7278448
title: Electron microscopy files (SBFSEM & TEM) for "Syncytial nerve net in a ctenophore sheds new light on the early evolution of nervous systems"

description: 4 electron microscopy datasets: 1) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 1) 2) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 2) 3) SBFSEM data of 1-day old ctenophore <em>Mnemiopsis leidyi</em> (animal 3) 4) TEM data of nerve net of 1-day old ctenophore <em>Mnemiopsis leidyi </em>
DOI: 10.5281/zenodo.7318734
title: Dataset related to "Atomic Force Microscope with an Adjustable Probe Direction and Integrated Sensing and Actuation"

description: These original measurement data relate to the publication: J. Schaude, T. Hausotte: Atomic Force Microscope with an Adjustable Probe Direction and Integrated Sensing and Actuation, Nanomanufacturing and Metrology 5, pp. 519-148, https://doi.org/10.1007/s41871-022-00143-9. Please refer to this open access publication for a detailed description of the measurement setup and procedure. All data are in ASCII-format. Each file contains six columns, where column one to three are the <em>x</em>, <em>y</em>, and <em>z</em>-coordinates of the positioning system, column four is the demodulated signal of the AFM (<em>R</em><sub>AFM</sub>) and columns five and six are the raw signals of the <em>z</em>-interferometer (<em>Q</em><sub>A</sub> and <em>Q</em><sub>B</sub>). <strong>Content of the folders</strong> 10_Calibrations: Repeated calibration of the AFM against the <em>z</em>-interferometer of the NMM-1. 20_Standstill-Measurements: Three standstill measurements for 90 s each. 30_Long-Term-Precision: Standstill measurements for 15 s every 10 min for in sum 18 hours. 40_Scans: Repeated closed-loop scans on a calibration grating. 50_SINCOS: Repeated movement of the stage in z-direction for 2 µm with the cantilever being in free air just before the sample. <strong>Acknowledgement</strong> This project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) –TRR 285 -Project-ID 418701707, subproject C05
DOI: 10.5281/zenodo.7318733
title: Dataset related to "Atomic Force Microscope with an Adjustable Probe Direction and Integrated Sensing and Actuation"

description: These original measurement data relate to the publication: J. Schaude, T. Hausotte: Atomic Force Microscope with an Adjustable Probe Direction and Integrated Sensing and Actuation, Nanomanufacturing and Metrology 5, pp. 519-148, https://doi.org/10.1007/s41871-022-00143-9. Please refer to this open access publication for a detailed description of the measurement setup and procedure. All data are in ASCII-format. Each file contains six columns, where column one to three are the <em>x</em>, <em>y</em>, and <em>z</em>-coordinates of the positioning system, column four is the demodulated signal of the AFM (<em>R</em><sub>AFM</sub>) and columns five and six are the raw signals of the <em>z</em>-interferometer (<em>Q</em><sub>A</sub> and <em>Q</em><sub>B</sub>). <strong>Content of the folders</strong> 10_Calibrations: Repeated calibration of the AFM against the <em>z</em>-interferometer of the NMM-1. 20_Standstill-Measurements: Three standstill measurements for 90 s each. 30_Long-Term-Precision: Standstill measurements for 15 s every 10 min for in sum 18 hours. 40_Scans: Repeated closed-loop scans on a calibration grating. 50_SINCOS: Repeated movement of the stage in z-direction for 2 µm with the cantilever being in free air just before the sample. <strong>Acknowledgement</strong> This project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) –TRR 285 -Project-ID 418701707, subproject C05
DOI: 10.21942/uva.21550629
title: Compressed data/materials/ethics/code folders

description: This zip file contains for each chapter of my dissertation "good research pratices" the ethics files, materials, data, data analysis code, paper and supplements. <br> It features the following subfolders for each chapter: a_Ethics b_MethodMeasuresMaterials c_DataCollection d_DataAnalysis e_Paper
DOI: 10.21942/uva.21550629.v1
title: Compressed data/materials/ethics/code folders

description: This zip file contains for each chapter of my dissertation "good research pratices" the ethics files, materials, data, data analysis code, paper and supplements. <br> It features the following subfolders for each chapter: a_Ethics b_MethodMeasuresMaterials c_DataCollection d_DataAnalysis e_Paper
DOI: 10.5281/zenodo.7316100
title: GPS data of CMONOC (1)

description: GPS data of CMONOC, which were used in the studying of vertical land motion throughout the Tianshan and forelands.
DOI: 10.5281/zenodo.7316099
title: GPS data of CMONOC (1)

description: GPS data of CMONOC, which were used in the studying of vertical land motion throughout the Tianshan and forelands.
DOI: 10.25403/upresearchdata.21524460
title: Livelihood strategies of unemployed youth in Botswana

description: The study adopted a qualitative research design. It drew data from the following three main sources: (i) <em>A document review</em> that entailed an in-depth review of policy and operational documents of government and other national institutions tasked with enhancing youth employment and overall youth development and empowerment in Botswana; (ii) <em>focus group discussions</em> with unemployed and employed young people in the country.(iii) <em>Key informant interviews </em>with public sector stakeholders working in the broad areas of youth employment and development were also conducted. Content analysis was used to analyse the documents reviewed while the interpretitive phenomenological analysis was used for the focus group discussions. The file uploaded contains the main themes of the study in terms of what the focus group discussions were based on as well as a table with the profile of these young people.
DOI: 10.25403/upresearchdata.21524460.v1
title: Livelihood strategies of unemployed youth in Botswana

description: The study adopted a qualitative research design. It drew data from the following three main sources: (i) <em>A document review</em> that entailed an in-depth review of policy and operational documents of government and other national institutions tasked with enhancing youth employment and overall youth development and empowerment in Botswana; (ii) <em>focus group discussions</em> with unemployed and employed young people in the country.(iii) <em>Key informant interviews </em>with public sector stakeholders working in the broad areas of youth employment and development were also conducted. Content analysis was used to analyse the documents reviewed while the interpretitive phenomenological analysis was used for the focus group discussions. The file uploaded contains the main themes of the study in terms of what the focus group discussions were based on as well as a table with the profile of these young people.
DOI: 10.6084/m9.figshare.14568841
title: Development of framework for performance prediction of flexible road pavement in Nigeria using Fuzzy logic theory

description: Though several attempts have been made in the past to develop performance prediction models for flexible road pavement in Nigeria, insufficient dataset remained the major problem of using such models. This study used Fuzzy logic theory which is capable of handling the challenge of imprecise dataset to develop a framework for performance prediction of flexible road pavement in Nigeria. A Fuzzy Inference System was developed using MATLAB software. The attributes used included; Initial Pavement Surface Condition, Age of pavement, Resilient Modulus of subgrade soil, Average Truck load per day, Average Annual Air Temperature and Rainfall to predict the Future Pavement Surface Condition (FPSC). The model was calibrated using observed logical behaviour of pavement to fit engineering experience and judgement. A goodness-of-fit test showed high level of accuracy at 81.63% which was validated at 74.13% using extrapolated dataset of the same source. The study proposed 5120 mutually exclusive decision rules for performance prediction of flexible road pavement based on permutation theory. Though there was no current and well-spread dataset that described the present pavement condition to calibrate the decision rules, a framework for performance prediction of flexible road pavement using Fuzzy logic theory was developed for pavement engineers in Nigeria.
DOI: 10.6084/m9.figshare.14568841.v1
title: Development of framework for performance prediction of flexible road pavement in Nigeria using Fuzzy logic theory

description: Though several attempts have been made in the past to develop performance prediction models for flexible road pavement in Nigeria, insufficient dataset remained the major problem of using such models. This study used Fuzzy logic theory which is capable of handling the challenge of imprecise dataset to develop a framework for performance prediction of flexible road pavement in Nigeria. A Fuzzy Inference System was developed using MATLAB software. The attributes used included; Initial Pavement Surface Condition, Age of pavement, Resilient Modulus of subgrade soil, Average Truck load per day, Average Annual Air Temperature and Rainfall to predict the Future Pavement Surface Condition (FPSC). The model was calibrated using observed logical behaviour of pavement to fit engineering experience and judgement. A goodness-of-fit test showed high level of accuracy at 81.63% which was validated at 74.13% using extrapolated dataset of the same source. The study proposed 5120 mutually exclusive decision rules for performance prediction of flexible road pavement based on permutation theory. Though there was no current and well-spread dataset that described the present pavement condition to calibrate the decision rules, a framework for performance prediction of flexible road pavement using Fuzzy logic theory was developed for pavement engineers in Nigeria.
DOI: 10.5281/zenodo.7316321
title: GPS data of CMONOC (2)

description: GPS data of CMONOC, which were used in the studying of vertical land motion throughout the Tianshan and forelands.
DOI: 10.5281/zenodo.7316320
title: GPS data of CMONOC (2)

description: GPS data of CMONOC, which were used in the studying of vertical land motion throughout the Tianshan and forelands.
DOI: 10.5281/zenodo.6880878
title: Interplay between Li and Na amid co-doped solution-processed Cu2ZnSn(S,Se)4 absorbers for solar cells

description: Alkali doping and alloying are well-known strategies to improve the performance of Cu<sub>2</sub>ZnSn(S,Se)<sub>4</sub> (CZTSSe) absorber based thin film solar cells. The effects of individual light alkali elements such as Li and Na have been thoroughly investigated, with both dopants resulting in significant improvements in performance of CZTSSe solar cells. Here, the combined effects of Li and Na are investigated in a so-called co-doping approach to capture the benefits from both elements simultaneously. In order to do that, various concentrations of Li and Na between 0.0 M and 0.5 M are added to the solution used for spin coating of the precursor layer. After annealing under Se-enriched atmosphere, the two alkali elements displayed mutual dependency of in terms of their concentrations in the CZTSSe absorber layer. Furthermore, both, Li and Na showed signs of forming alloys with the CZTSSe phase. The efficiencies of the best Li-Na co-doped solar cells are above 10%, slightly above the Li baseline thanks to increased open-circuit-voltage and short-circuit current. A non-negligible Na incorporation was observed even in nominally Na-free devices, likely from indirect contamination from the SLG substrate. Further work is needed to better understand Na-poor compositions and draw conclusions relevant to Na-free substrates.
DOI: 10.5281/zenodo.6880879
title: Interplay between Li and Na amid co-doped solution-processed Cu2ZnSn(S,Se)4 absorbers for solar cells

description: Alkali doping and alloying are well-known strategies to improve the performance of Cu<sub>2</sub>ZnSn(S,Se)<sub>4</sub> (CZTSSe) absorber based thin film solar cells. The effects of individual light alkali elements such as Li and Na have been thoroughly investigated, with both dopants resulting in significant improvements in performance of CZTSSe solar cells. Here, the combined effects of Li and Na are investigated in a so-called co-doping approach to capture the benefits from both elements simultaneously. In order to do that, various concentrations of Li and Na between 0.0 M and 0.5 M are added to the solution used for spin coating of the precursor layer. After annealing under Se-enriched atmosphere, the two alkali elements displayed mutual dependency of in terms of their concentrations in the CZTSSe absorber layer. Furthermore, both, Li and Na showed signs of forming alloys with the CZTSSe phase. The efficiencies of the best Li-Na co-doped solar cells are above 10%, slightly above the Li baseline thanks to increased open-circuit-voltage and short-circuit current. A non-negligible Na incorporation was observed even in nominally Na-free devices, likely from indirect contamination from the SLG substrate. Further work is needed to better understand Na-poor compositions and draw conclusions relevant to Na-free substrates.
DOI: 10.34740/kaggle/dsv/4509506
title: YouTube Daily
DOI: 10.5281/zenodo.7312963
title: Data from: Remote work and remotization of infrastructure case study.

description: This document includes a data set from a survey of research fields, groups, and situations where remote work is already practised which is used for Remote work and remotization of infrastructure case study.
DOI: 10.5281/zenodo.7312962
title: Data from: Remote work and remotization of infrastructure case study.

description: This document includes a data set from a survey of research fields, groups, and situations where remote work is already practised which is used for Remote work and remotization of infrastructure case study.
DOI: 10.17909/ffwb-dg98
title: Data from paper
DOI: 10.5281/zenodo.7113386
title: PROCRAFT_Form B_Latécoère 298_Fougax

description: Information and condition state of a part from the Latécoère 298 wreck (related to PROCRAFT_Form A_Latécoère 298_Fougax)
description: Paint and primer
DOI: 10.15468/dl.ck7pfb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Bombus Latreille, 1802",
 "Year 1980-2023",
 "Continent is North America",
 "Geometry POLYGON((-100 27.5,180 27.5,180 90,-100 90,-100 27.5))",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "SpeciesKey is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106692-240626123714530/datasets/export for details.
DOI: 10.15468/dl.pmntym
title: Occurrence Download

description: A dataset containing 1054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Brazil",
 "GadmGid is one of (BRA.8_1, BRA.13_1)",
 "TaxonKey is one of (Smicridea albosignata Ulmer, 1907, Smicridea appendiculata Flint, 1972, Smicridea appendicula Flint, 1974, Smicridea atrobasis Flint, 1983, Smicridea bivittata (Hagen, 1861), Smicridea caaguara Desiderio, Pes & Hamada, 2021, Smicridea coronata Flint, 1980, Smicridea franciscana Rocha, Dumas & Nessimian, 2016, Smicridea gemina Blahnik, 1995, Smicridea iguazu Flint, 1983, Smicridea jundiai GL de Almeida & OS Flint, 2002, Smicridea palifera Flint, 1981, Smicridea palmar Sganga, 2005, Smicridea paranensis Flint, 1983, Smicridea piraya Flint, 1983, Smicridea radula Flint, 1974, Smicridea ralphi GL de Almeida & OS Flint, 2002, Smicridea roraimense Albino & Pes, 2011, Smicridea santosi Desidério & Rázuri-Gonzales, 2020, Smicridea scutellaris Flint, 1974, Smicridea unguiculata Flint, 1983, Smicridea vermiculata Flint, 1978, Smicridea vilela Flint, 1978)"
 ]
}

 The dataset includes 1054 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106693-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fgjztyr8ym.1
title: Integrating FoK and TPACK in action research supplementary data

description: Supplementary Data Paired T-test Analysis
DOI: 10.15468/dl.2us58b
title: Occurrence Download

description: A dataset listing the 13654 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (tolima)"
 ]
}

 The dataset's 13654 records were derived from 483 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106663-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25380/iastate.25625430
title: Maize seedling images from 617 genotypes

description: This dataset documents the phenotypes of 617 maize genotypes grown in the absence (“mock”) and presence of 10 mM indole-3-acetic acid (IAA) in .tif image format. This large-scale seedling data, which contains images in different 18 folders, increases our understanding of the phenotypic ranges displayed by maize in numerous agriculturally relevant traits, including organ size and responses to a key growth regulator.
DOI: 10.15468/dl.ufgz7z
title: Occurrence Download

description: A dataset containing 1972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sceloporus mucronatus Cope, 1885"
 ]
}

 The dataset includes 1972 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106695-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.budchn
title: Occurrence Download

description: A dataset containing 2261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dipodomys agilis agilis"
 ]
}

 The dataset includes 2261 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106696-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/97325117-8ddf-4a09-a274-9c2ea8bd172f
title: Tsawwassen - Swartz Bay Ferry Route Oxygen Sensor Deployed 2016-02-03

description: The Aanderaa Optode 3835 (S/N 1416) was deployed on 2016-02-03 on Tsawwassen - Swartz Bay Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Swartz Bay terminal, Victoria BC. This device is a Oxygen Sensor. Oxygen sensors measure dissolved oxygen concentration in seawater. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/8c6acff7-6a14-4c4a-9804-f00bfde9675e
title: Tsawwassen - Duke Point Ferry Route Oxygen Sensor Deployed 2018-12-19

description: The Aanderaa Optode 3835 (S/N 1416) was deployed on 2018-12-19 on Tsawwassen - Duke Point Ferry Route. This ferry route goes between Tsawwassen terminal in Vancouver, BC and the Duke Point terminal, Nanaimo BC. This device is a Oxygen Sensor. Oxygen sensors measure dissolved oxygen concentration in seawater. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.dqf6d7
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dipodomys californicus Merriam, 1890"
 ]
}

 The dataset includes 1428 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106697-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.