cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5716148
title: dataset of test trial with random pattern generator

description: test session of a mems based random caustic-pattern generator. In this session we collected the experimental patterns that have helped us understand the physics and functioning of the device that we used, moreover these patterns are being used to train a neural network that will aid us to perform computational ghost imaging experiments with electrons.
DOI: 10.5281/zenodo.5716147
title: dataset of test trial with random pattern generator

description: test session of a mems based random caustic-pattern generator. In this session we collected the experimental patterns that have helped us understand the physics and functioning of the device that we used, moreover these patterns are being used to train a neural network that will aid us to perform computational ghost imaging experiments with electrons.
DOI: 10.6084/m9.figshare.16557189.v3
title: Losses of radiation belt energetic particles by encounters with the inner moons of Jupiter

description: The database are helpful, if anyone would like to reproduce our results in this work.<br>
DOI: 10.5281/zenodo.5761427
title: dataset on OAM sorted petal beam

description: Here we studied with an OAM sorter a petal beam obtained from the coherent superposition of two vortex beams with opposite OAM (in this case +4 and -4 h-bar). In this dataset one can find the image of the probe in the Fraunhofer of the sinthetic hologram used to generate the petal beam, the image of the synthetic hologram used to generate the petal beam with and without the main tip of the sorter 1 superimposed, the image of the unwrapped beam after the sorter 1 has been switched on, and lastly the OAM spectrum of the petal beam. In the second version of this dataset we also added the early OAM-EELS spectra of the petal beam.
DOI: 10.5281/zenodo.5715017
title: dataset on OAM sorted petal beam

description: Here we studied with an OAM sorter a petal beam obtained from the coherent superposition of two vortex beams with opposite OAM (in this case +4 and -4 h-bar). In this dataset one can find the image of the probe in the Fraunhofer of the sinthetic hologram used to generate the petal beam, the image of the synthetic hologram used to generate the petal beam with and without the main tip of the sorter 1 superimposed, the image of the unwrapped beam after the sorter 1 has been switched on, and lastly the OAM spectrum of the petal beam. In the second version of this dataset we also added the early OAM-EELS spectra of the petal beam.
DOI: 10.5281/zenodo.5716244
title: Phase profiles of the Sorter 1 (unwrapper)

description: Off axis electron holography Images of the main tip of the Sorter 1 collected at the Titan-Holo. This dataset has been collected to study the phase profile of the electron beam after its interaction with the main tip of the electrostatic Sorter 1 (or unwrapper). In particular said phase profile images are the ones denoted the the letter P at the end of the file name.
DOI: 10.5281/zenodo.5716243
title: Phase profiles of the Sorter 1 (unwrapper)

description: Off axis electron holography Images of the main tip of the Sorter 1 collected at the Titan-Holo. This dataset has been collected to study the phase profile of the electron beam after its interaction with the main tip of the electrostatic Sorter 1 (or unwrapper). In particular said phase profile images are the ones denoted the the letter P at the end of the file name.
DOI: 10.5281/zenodo.5761424
title: Satellite NDSI in the Hornsund area (Svalbard, Norway)

description: The gridded datasets is a cropped area obtained by the use of Google Earth Engine and selecting Sentinel-2 and Landsat 8 data for estimating the Normalised Difference Snow Index between 2014 and 2020. The considered region is the Hornsund area.
DOI: 10.5281/zenodo.5752543
title: Satellite NDSI in the Hornsund area (Svalbard, Norway)

description: The gridded datasets is a cropped area obtained by the use of Google Earth Engine and selecting Sentinel-2 and Landsat 8 data for estimating the Normalised Difference Snow Index between 2014 and 2020. The considered region is the Hornsund area.
DOI: 10.5281/zenodo.3878681
title: In-focus and Out of focus images of the 11-needles Sorter 2 element

description: In this dataset it is possible to observe a series of out of focus images of the Sorter 2 element, where the potentials were varied: -V1 is the electrostatic potential on the external needles; -V2 on the even needles; -V3 on the remaining off needles We are able to control the applied electrostatic potential individually on each odd needle, while the even ones are all connected and at the same potential, thanks to a custom made aperture holder by Thermofisher.
DOI: 10.5281/zenodo.3878680
title: In-focus and Out of focus images of the 11-needles Sorter 2 element

description: In this dataset it is possible to observe a series of out of focus images of the Sorter 2 element, where the potentials were varied: -V1 is the electrostatic potential on the external needles; -V2 on the even needles; -V3 on the remaining off needles We are able to control the applied electrostatic potential individually on each odd needle, while the even ones are all connected and at the same potential, thanks to a custom made aperture holder by Thermofisher.
DOI: 10.5281/zenodo.5752454
title: Satellite NDSI in the Bayelva area (Ny-Ålesund, Svalbard, Norway)

description: The gridded datasets is a cropped area obtained by the use of Google Earth Engine and selecting Sentinel-2 and Landsat 8 data for estimating the Normalised Difference Snow Index between 2014 and 2020. The considered region is the Bayelva area.
DOI: 10.5281/zenodo.5752453
title: Satellite NDSI in the Bayelva area (Ny-Ålesund, Svalbard, Norway)

description: The gridded datasets is a cropped area obtained by the use of Google Earth Engine and selecting Sentinel-2 and Landsat 8 data for estimating the Normalised Difference Snow Index between 2014 and 2020. The considered region is the Bayelva area.
DOI: 10.15468/e64stc
title: Geographic isolation and human-assisted dispersal in land snails: a Mediterranean story of Helix borealis and its relatives (Gastropoda: Stylommatophora: Helicidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Korábek, Ondřej, Kosová, Tereza, Dolejš, Petr, Petrusek, Adam, Neubert, Eike, Juřičková, Lucie (2021): Geographic isolation and human-assisted dispersal in land snails: a Mediterranean story of Helix borealis and its relatives (Gastropoda: Stylommatophora: Helicidae). Zoological Journal of the Linnean Society 193 (4): 1310-1335, DOI: 10.1093/zoolinnean/zlaa186, URL: https://doi.org/10.1093/zoolinnean/zlaa186
DOI: 10.25721/jqyx-zy50
title: Information sur les cabrettaires Feneyrou, Victor Alard, Bernadel, Carrière, Cros-Remise, Augun, Ardon de Marjevols
DOI: 10.17632/2h76672znt.1
title: Arabic Handwritten Alphabets, Words and Paragraphs Per User (AHAWP)

description: The dataset contains 65 different Arabic alphabets (with variations on begin, middle, end and regular alphabets), 10 different Arabic words (that encompass all Arabic alphabets) and 3 different paragraphs. The dataset was collected anonymously from 82 different users. Each user was asked to write each alphabet and word 10 times. A userid uniquely but anonymously identifies the writer of each alphabet, word and paragraph. In total, the dataset consists of 53199 alphabet images, 8144 word images and 241 paragraph images.
- The file "isolated_alphabets_per_alphabet.zip" contains 53199 Arabic alphabets organized into one folder per alphabet variation
- The file "isolated_alphabets_per_user.zip" contains 53199 Arabic alphabets organized into one folder per user
- The file "isolated_words_per_user.zip" contains 8144 Arabic words organized into one folder per user
- The file "paragraphs_per_user.zip" contains 241 Arabic paragraphs organized into one folder per user
- The file "raw_dataset.zip" contains all user input forms in raw (unprocessed) format.
- The scripts folder contains the Python scripts used to extract and preprocess alphabets, words and sentences from the raw input forms.
DOI: 10.17632/pprxj2yfby.1
title: FDM Environmental sensor data

description: This is a real manufacturing dataset that contains environmental sensor values of the additive manufacturing process of a fused deposition modeling (FDM) system. The sensor values in this dataset were used to monitor, analyze and document the quality of the 3D printing process and the 3D printed parts. The generated dataset consists of individual data files with the recorded environmental sensor values for several FDM print jobs.

The dataset consists of two folders and two CSV files:
The Environmental_sensor_dataset folder contains sensor values of different 3D printing conditions of the FDM process. The folder is divided into subgroups, each containing 40 sequenced environmental sensor data files from one print job with exactly 500 consecutive pairs of values and a title line for the column names. The Environmental_sensor_dataset.csv file is a combined and unbalanced version of all 3D printing conditions and environmental sensor data sequences of the environmental_sensor_dataset folder for machine learning (ML) analyzes with different algorithms.

The Environmental_sensor_ablation folder contains also sensor values of different 3D printing conditions of the FDM process. However, this folder contains far fewer sensor values than the Environmental_sensor_dataset folder. The folder is also divided into subgroups, each of which contains 24 sequenced environmental sensor data files from one print job with exactly 500 consecutive pairs of values, but only for one print job of the respective 3D printing condition. The Environmental_sensor_ablation.csv file is a combined and balanced version of all 3D printing conditions and environmental sensor data sequences in the environmental_sensor_ablation folder for an ablation study that aims to investigate the influence of certain analysis conditions (in this case the size of the data set and the distribution of the data) on changes in the performance of the ML algorithms.

A more detailed description of the dataset can be found in the associated article:

https://doi.org/10.1016/j.addma.2021.102535
DOI: 10.6084/m9.figshare.17129231
title: Lure design for Drosophila suzukii based on liquid culture of fruit epiphytic yeasts: Is variability of microbial emission a benefit or drawback?

description: Raw dataset of field trapping experiment
DOI: 10.6084/m9.figshare.17129231.v1
title: Lure design for Drosophila suzukii based on liquid culture of fruit epiphytic yeasts: Is variability of microbial emission a benefit or drawback?

description: Raw dataset of field trapping experiment
DOI: 10.6084/m9.figshare.17129249
title: Genome-wide association study and selection for field resistance to cassava root rot disease and productive traits

description: Phenotypic and genotypic dataset
DOI: 10.6084/m9.figshare.17129249.v1
title: Genome-wide association study and selection for field resistance to cassava root rot disease and productive traits

description: Phenotypic and genotypic dataset
DOI: 10.5281/zenodo.5761524
title: Associative bond swaps in MD: simulations data for figure 4

description: Simulations data
DOI: 10.5281/zenodo.5761523
title: Associative bond swaps in MD: simulations data for figure 4

description: Simulations data
DOI: 10.5281/zenodo.5761372
title: Miniature iron-carbon eutectic point crucible for the calibration of thermometers

description: The article presents the design, construction and evaluation of a miniature graphite iron-carbon eutectic point crucible for the calibration of thermometers. These are either contact such as thermocouples or non-contact such as infrared thermometers. The double wall of the crucible protects its structure in case of cracks in graphite that can appear due to thermal expansion or eutectic adhesion. Such design proved robust – even after almost 100 melting realizations, the crucible does not show significant signs of damage. Performance of the crucible was confirmed with several realized plateaus at three different furnace setpoints. Results of these measurements agree with previously published findings. The measured melting point temperature was 1153.81 °C and the achieved expanded calibration uncertainty of a type R thermocouple was 0.2 °C.
DOI: 10.5281/zenodo.5761371
title: Miniature iron-carbon eutectic point crucible for the calibration of thermometers

description: The article presents the design, construction and evaluation of a miniature graphite iron-carbon eutectic point crucible for the calibration of thermometers. These are either contact such as thermocouples or non-contact such as infrared thermometers. The double wall of the crucible protects its structure in case of cracks in graphite that can appear due to thermal expansion or eutectic adhesion. Such design proved robust – even after almost 100 melting realizations, the crucible does not show significant signs of damage. Performance of the crucible was confirmed with several realized plateaus at three different furnace setpoints. Results of these measurements agree with previously published findings. The measured melting point temperature was 1153.81 °C and the achieved expanded calibration uncertainty of a type R thermocouple was 0.2 °C.
DOI: 10.5281/zenodo.5748171
title: Data for the Scotogenic and EW-ino results presented in "Constraining new physics with SModelS version 2" (arxiv: 2112.00769 )

description: Data used for the results presented in "Constraining new physics with SModelS version 2" (arXiv: 2112.00769). The following data files are available: EWinoData.tar.gz: contains the SLHA files for the random scan over the electroweak-ino parameter space. The tarball also contains the SModelS and Micromegas results for the corresponding points. ScotoScalarDMData.tar.gz: contains the SLHA files for the scan over the scotogenic model with a scalar DM candidate (neutral CP-even Higgs). The tarball also contains the SModelS results for the corresponding points. ScotoFermionDMData.tar.gz: contains the SLHA files for the scan over the scotogenic model with a fermionic DM candidate (lightest right-handed neutrino). The tarball contains 2 folders containing the SLHA files and the SModelS output. Each folder has the following structure: mhc_&lt;electronic/muonic/mixed&gt;_decays: scenario with the charged Higgs decaying with a 100% BR to electron+N<sub>1</sub> muon +N<sub>1 </sub>or 50% BR to each (electron/muon) flavor deltam_&lt;5/50&gt;: scenario with a 5 (50) GeV mass difference between the scalars. More details about the scans can be found in arXiv:2112.00769 .
description: {"references": ["G. Alguero et al, Constraining new physics with SModelS version 2, arXiv:2112.00769"]}
DOI: 10.5281/zenodo.5748170
title: Data for the Scotogenic and EW-ino results presented in "Constraining new physics with SModelS version 2" (arxiv: 2112.00769 )

description: Data used for the results presented in "Constraining new physics with SModelS version 2" (arXiv: 2112.00769). The following data files are available: EWinoData.tar.gz: contains the SLHA files for the random scan over the electroweak-ino parameter space. The tarball also contains the SModelS and Micromegas results for the corresponding points. ScotoScalarDMData.tar.gz: contains the SLHA files for the scan over the scotogenic model with a scalar DM candidate (neutral CP-even Higgs). The tarball also contains the SModelS results for the corresponding points. ScotoFermionDMData.tar.gz: contains the SLHA files for the scan over the scotogenic model with a fermionic DM candidate (lightest right-handed neutrino). The tarball contains 2 folders containing the SLHA files and the SModelS output. Each folder has the following structure: mhc_&lt;electronic/muonic/mixed&gt;_decays: scenario with the charged Higgs decaying with a 100% BR to electron+N<sub>1</sub> muon +N<sub>1 </sub>or 50% BR to each (electron/muon) flavor deltam_&lt;5/50&gt;: scenario with a 5 (50) GeV mass difference between the scalars. More details about the scans can be found in arXiv:2112.00769 .
description: {"references": ["G. Alguero et al, Constraining new physics with SModelS version 2, arXiv:2112.00769"]}
DOI: 10.5281/zenodo.5761581
title: Associative bond swaps in MD: simulations data for figure 3

description: Simulations data.
DOI: 10.5281/zenodo.5761580
title: Associative bond swaps in MD: simulations data for figure 3

description: Simulations data.
DOI: 10.6084/m9.figshare.14881911
title: Genre Analysis of Introduction Section in Electrical Engineering Undergraduate Laboratory Reports

description: The data consist of electrical engineering undergraduate laboratory reports. The data was collected within February 2020-June 2020. Permission was given by authors who were undergraduate students to use these reports for analysis and publication. We have included only 3 sample reports.
DOI: 10.6084/m9.figshare.14881911.v2
title: Genre Analysis of Introduction Section in Electrical Engineering Undergraduate Laboratory Reports

description: The data consist of electrical engineering undergraduate laboratory reports. The data was collected within February 2020-June 2020. Permission was given by authors who were undergraduate students to use these reports for analysis and publication. We have included only 3 sample reports.
DOI: 10.5281/zenodo.5761192
title: Data 280609

description: Data 280609
DOI: 10.34740/kaggle/dsv/2893382
title: COVID Vaccination in World (updated daily)
DOI: 10.6084/m9.figshare.17129321
title: CRP and mortality

description: Dataset with information of CRP categories and mortality, as a subset of the CRONICAS Cohort Study.<br>
DOI: 10.15468/jxdng2
title: A morphological appraisal of the new subfamily Epidesmiinae (Lepidoptera: Geometridae) with an overview of all geometrid subfamilies

description: This dataset contains the digitized treatments in Plazi based on the original journal article Murillo-Ramos, Leidys, Friedrich, Egbert, Williams, Steve, Wahlberg, Niklas, Brehm, Gunnar, Sihvonen, Pasi (2021): A morphological appraisal of the new subfamily Epidesmiinae (Lepidoptera: Geometridae) with an overview of all geometrid subfamilies. Zoological Journal of the Linnean Society 193 (4): 1205-1233, DOI: 10.1093/zoolinnean/zlaa189, URL: https://doi.org/10.1093/zoolinnean/zlaa189
DOI: 10.5519/qd.wvipmhqb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.17129327
title: Supplementary Material for: Quantile-Dependent Heritability of Glucose, Insulin, Proinsulin, Insulin Resistance, and Glycated Hemoglobin

description: <b><i>Background:</i></b> “Quantile-dependent expressivity” is a dependence of genetic effects on whether the phenotype (e.g., insulin resistance) is high or low relative to its distribution. <b><i>Methods:</i></b> Quantile-specific offspring-parent regression slopes (β<sub>OP</sub>) were estimated by quantile regression for fasting glucose concentrations in 6,453 offspring-parent pairs from the Framingham Heart Study. <b><i>Results:</i></b> Quantile-specific heritability (<i>h</i><sup>2</sup>), estimated by 2β<sub>OP</sub>/(1 + <i>r</i><sub>spouse</sub>), increased 0.0045 ± 0.0007 (<i>p</i> = 8.8 × 10<sup>−14</sup>) for each 1% increment in the fasting glucose distribution, that is, <i>h</i><sup>2</sup> ± SE were 0.057 ± 0.021, 0.095 ± 0.024, 0.146 ± 0.019, 0.293 ± 0.038, and 0.456 ± 0.061 at the 10th, 25th, 50th, 75th, and 90th percentiles of the fasting glucose distribution, respectively. Significant increases in quantile-specific heritability were also suggested for fasting insulin (<i>p</i> = 1.2 × 10<sup>−6</sup>), homeostatic model assessment of insulin resistance (HOMA-IR, <i>p</i> = 5.3 × 10<sup>−5</sup>), insulin/glucose ratio (<i>p</i> = 3.9 × 10<sup>−5</sup>), proinsulin (<i>p</i> = 1.4 × 10<sup>−6</sup>), proinsulin/insulin ratio (<i>p</i> = 2.7 × 10<sup>−5</sup>), and glucose concentrations during a glucose tolerance test (<i>p</i> = 0.001), and their logarithmically transformed values. <b><i>Discussion/Conclusion:</i></b> These findings suggest alternative interpretations to precision medicine and gene-environment interactions, including alternative interpretation of reported synergisms between <i>ACE, ADRB3</i>, <i>PPAR-γ2</i>, and <i>TNF-α</i> polymorphisms and being born small for gestational age on adult insulin resistance (fetal origin theory), and gene-adiposity (<i>APOE, ENPP1, GCKR, IGF2BP2, IL-6, IRS-1, KIAA0280, LEPR, MFHAS1, RETN, TCF7L2</i>), gene-exercise (<i>INS</i>), gene-diet (<i>ACSL1</i>, <i>ELOVL6</i>, <i>IRS-1</i>, <i>PLIN</i>, <i>S100A9</i>), and gene-socioeconomic interactions.
DOI: 10.25345/c5129x
title: MassIVE MSV000088521 - Waltheria indica DCM extracts positive ionization mode
title: Dichloromethane (DCM) extracts of aerial parts and roots of Waltheria indica analyzed in UHPLC-MS/MS in positive ionization mode. .raw, .mzML and MzMine2 processed files(spectra .mgf and feature table .csv) are available
DOI: 10.6084/m9.figshare.17129324
title: Appendix 1

description: Appendix 1 – Detailed results of I Cycle
DOI: 10.6084/m9.figshare.17129324.v1
title: Appendix 1

description: Appendix 1 – Detailed results of I Cycle
DOI: 10.6084/m9.figshare.16999923
title: New data on the distribution of Orthoptera (Caelifera, Ensifera) from eastern Morocco with notes on chorology

description: New faunistic and distributional data are provided on grasshopper and cricket fauna from the Oriental region of Morocco, a poorly studied area, covering 88,681 km<sup>2</sup>. An annotated list of 62 species, belonging to 41 genera and 10 families, is given. Fourteen species are newly recorded for the Oriental region. Moreover, at least 14 taxa are rediscovered in whole Morocco more than 30 years after their last record. Finally, we add new distribution records for the previously known species, including pest ones such as <i>Schistocerca gregaria</i> and <i>Dociostaurus maroccanus</i>. In a context of mainly arid steppe landscape, the richness of stations increases with annual rainfall and follows the Mid-Domain effect with altitude. We found a clear dominance of the Palearctic elements, mainly Mediterranean, with a high proportion of endemic species. This chorotype pattern is similar to patterns observed for other insect groups in the same study area.
DOI: 10.6084/m9.figshare.16999923.v2
title: New data on the distribution of Orthoptera (Caelifera, Ensifera) from eastern Morocco with notes on chorology

description: New faunistic and distributional data are provided on grasshopper and cricket fauna from the Oriental region of Morocco, a poorly studied area, covering 88,681 km<sup>2</sup>. An annotated list of 62 species, belonging to 41 genera and 10 families, is given. Fourteen species are newly recorded for the Oriental region. Moreover, at least 14 taxa are rediscovered in whole Morocco more than 30 years after their last record. Finally, we add new distribution records for the previously known species, including pest ones such as <i>Schistocerca gregaria</i> and <i>Dociostaurus maroccanus</i>. In a context of mainly arid steppe landscape, the richness of stations increases with annual rainfall and follows the Mid-Domain effect with altitude. We found a clear dominance of the Palearctic elements, mainly Mediterranean, with a high proportion of endemic species. This chorotype pattern is similar to patterns observed for other insect groups in the same study area.