cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8313785.v2
title: Dataset_used_to_invert_for_the_2018_Zakynthos_Earthquake_Rupture_Process.zip

description: Datasets used in the work
DOI: 10.25934/pr00004996.0
title: Available IPD datapackage for study 'A double blind randomised trial comparing the effects on sleep of paroxetine 30mg daily and amitriptyline 150mg daily in patients with major depression.'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.6352096
title: FastNLO interpolation tables for NLO pQCD predictions of Inclusive Jet Production in $pp$ collisions at $\sqrt{s}=200$ and $510$~GeV

description: This is generated using the NLOJet++ interface using jet pT for renormalization and factorization scale. \sqrt{s} = 200 GeV<br> anti-kT R=0.5<br> |eta| bins: 0.0 0.5 0.9<br> pT bins (GeV): 6.9 8.2 9.7 11.5 13.6 16.1 19.0 22.5 26.6 31.4 37.2 44.0 52.0 \sqrt{s} = 510 GeV<br> anti-kT R=0.5<br> |eta| bins: 0.0 0.5 0.9<br> pT bins (GeV): 8.0 10.0 13.0 17.0 21.0 26.0 32.0 39.0 47.0 57.0 68.0 80.0
DOI: 10.5281/zenodo.6351644
title: Mining Fork-Including Software Development Traces

description: This dataset relates to the paper: Mining Fork-Including Development Traces (abstract below)<br> Authors: Iris Reinhartz-Berger and Amir Tomer<br> Starting point: readme.txt Open-source software development is a common practice that encourages collaborative development and reuse across projects. Forking is a way to make a copy of an existing project and explore it for different purposes. Two types of forks are commonly mentioned in the literature: <em>contributing forks</em> which continue the development lines of the forked projects and aim at merging the contribution back to the forked projects; and <em>independently developed forks</em> which open new lines of development deviating from the forked projects. In this study, we aim to explore characteristics of fork-involving software development traces. Analyzing 880 Java projects and their related action and observation events, with process mining and statistical techniques, we found that the occurrence of certain event types may predict the fork type, while the creation of certain fork types increase the involvement of users in the forked projects.
DOI: 10.5281/zenodo.6351643
title: Mining Fork-Including Software Development Traces

description: This dataset relates to the paper: Mining Fork-Including Development Traces (abstract below)<br> Authors: Iris Reinhartz-Berger and Amir Tomer<br> Starting point: readme.txt Open-source software development is a common practice that encourages collaborative development and reuse across projects. Forking is a way to make a copy of an existing project and explore it for different purposes. Two types of forks are commonly mentioned in the literature: <em>contributing forks</em> which continue the development lines of the forked projects and aim at merging the contribution back to the forked projects; and <em>independently developed forks</em> which open new lines of development deviating from the forked projects. In this study, we aim to explore characteristics of fork-involving software development traces. Analyzing 880 Java projects and their related action and observation events, with process mining and statistical techniques, we found that the occurrence of certain event types may predict the fork type, while the creation of certain fork types increase the involvement of users in the forked projects.
DOI: 10.48320/da2c7874-d38d-40a0-a98c-b6b045e74abc
title: Monitoring of Labour Protests in Russia
DOI: 10.6084/m9.figshare.12130980.v134
title: MOOD Maps of Google community mobility change during the COVID-19 outbreak

description: The MOOD project (MOnitoring Outbreak events for Disease surveillance in a data science context. H2020) has geo-referenced the data Google has published as a series of PDF files presenting reports on national and subnational human mobility levels relative to a baseline data of late January 2020. The details and the PDF files can be found at https://www.google.com/covid19/mobility/.<br>More detail on these files can be found at https://www.moodspatialdata.com/humanmobilityforcovid19 <br>The first set of data were released on April 2 2020 and have been revised weekly since then. The maps now utilise the CSV data released by Google. Please note that the maps figures use a mean of the previous three days, while the Google PDFs use a single days data so there will be differences between values in our maps when compare to the Google PDFs.<br>The authors have extracted the majority of these data into a series of excel spreadsheets. Each worksheet provides the data for % change in numbers of records at various types of location categories illustrated by: retail and recreation, grocery and pharmacy, parks and beaches, transit stations, workplaces and residential (columns f to K). A second set of columns calculates the difference of each value from the mean values for each category (columns L to P) Columns A to E contain geographical details. Column Q contains the names used to link to a mapping file.There are separate worksheets for the date of the data from each dated release (e.g. 2903, 0504 etc.) and separate worksheets calculating the changes between specific dates.<br>A second spreadsheet has been added calculating the 3 day moving mean of each day from the 15th of February. Each day is referenced by the Gregorian calendar day count. So day 48 = Feb 17th.<br>The maps (for EU & Global) display these data. We provide 600 dpi jpegs of the Global (“WD”) and European (“EU”) mapped values at the latest date available, for each of the mobility categories: retail and recreation (“retrec”) , grocery and pharmacy (“grocphar”) , parks (“parks”) , transit stations (“transit”), residential (“resid”) and workplaces (“work”). We also provide maps of the changes from the previous week (“ch”).<br>All data extracting and subsequent processing have been carried out by ERGO (Environmental Research Group Oxford, c/o Dept Zoology, University of Oxford) on behalf of the MOOD H2020 project. Data will be periodically updated. Additional maps can be obtained on request to the authors.
DOI: 10.5281/zenodo.6351755
title: Minimal dataset to test multiplexed DNA imaging (Hi-M) software pipelines

description: This is a dataset of nuclei (DAPI), and 3 multiplexed DNA imaging cycles to test and validate processing software packages, such as pyHiM (https://github.com/marcnol/pyHiM). This dataset was acquired in a nc14 Drosophila embryo. File contents: scan_001_RT27_001_ROI_converted_decon_ch00.tif barcode 27, fiducial <br> scan_001_RT27_001_ROI_converted_decon_ch01.tif barcode 27<br> scan_001_RT29_001_ROI_converted_decon_ch00.tif barcode 29, fiducial <br> scan_001_RT29_001_ROI_converted_decon_ch01.tif barcode 29 <br> scan_001_RT37_001_ROI_converted_decon_ch00.tif barcode 37, fiducial <br> scan_001_RT37_001_ROI_converted_decon_ch01.tif barcode 37 <br> scan_006_DAPI_001_ROI_converted_decon_ch00.tif DAPI <br> scan_006_DAPI_001_ROI_converted_decon_ch01.tif DAPI, fiducial <br> scan_006_DAPI_001_ROI_converted_decon_ch02.tif RNA To test this dataset please refer to pyHiM documentation page.
DOI: 10.5281/zenodo.6351754
title: Minimal dataset to test multiplexed DNA imaging (Hi-M) software pipelines

description: This is a dataset of nuclei (DAPI), and 3 multiplexed DNA imaging cycles to test and validate processing software packages, such as pyHiM (https://github.com/marcnol/pyHiM). This dataset was acquired in a nc14 Drosophila embryo. File contents: scan_001_RT27_001_ROI_converted_decon_ch00.tif barcode 27, fiducial <br> scan_001_RT27_001_ROI_converted_decon_ch01.tif barcode 27<br> scan_001_RT29_001_ROI_converted_decon_ch00.tif barcode 29, fiducial <br> scan_001_RT29_001_ROI_converted_decon_ch01.tif barcode 29 <br> scan_001_RT37_001_ROI_converted_decon_ch00.tif barcode 37, fiducial <br> scan_001_RT37_001_ROI_converted_decon_ch01.tif barcode 37 <br> scan_006_DAPI_001_ROI_converted_decon_ch00.tif DAPI <br> scan_006_DAPI_001_ROI_converted_decon_ch01.tif DAPI, fiducial <br> scan_006_DAPI_001_ROI_converted_decon_ch02.tif RNA To test this dataset please refer to pyHiM documentation page.
DOI: 10.5281/zenodo.6352139
title: Cereal aphids monitored in 2,110 fields in Denmark 2002-2019

description: The aphids were accounted for visually as the percentage of tillers infested. The type of crop (winter wheat or spring barley) and its growth stage at the time of aphid assessment are included in the data set. The data is provided as both a tab-separated text file and a binary R data file. The R files provides code to read and plot the data. The two plots produced are also provided as PNG files. The data were collected by SEGES Innovation, Denmark.
description: Supported by EU H2020-SFS-2018-2020 (grant agreement 817617).
DOI: 10.23729/5d4ddd9c-2cd5-4e36-be22-5588a63521e2
title: Mustavaara

description: Four samples from Mustavaara imaged for, but ultimately dropped from, Karinen, T., Moilanen, M., Kuva, J., Lahaye, Y., Datar, B., Yang, S., Mustavaara revisited - A revised genetic model for orthomagmatic Fe-Ti-V mineralisation in the Koilismaa intrusion. Possible continuation publication in works. Samples are from Disseminated Ore Layer (DOL), Middle Ore Layer (MOL), Upper Ore Layer (UOL) and Lower Ore Layer (LOL) and were mostly imaged to determine their crystal size distribution and compare it with that obtained by other methods. Preview dataset found at https://doi.org/10.23729/6e3eda18-896b-4f88-b39f-5975cc61762b . To obtain data, please contact fairdata-pas@gtk.fi .
DOI: 10.5281/zenodo.6350131
title: The Tensor Brain - Entity Level Visual Relationship Detection Challenge

description: This dataset contains images and annotations from real-world scenarios. It is aimed at testing a machine's perception performance in terms of object recognition, relationship detection, and instance and semantic memory retrieval.
DOI: 10.5281/zenodo.6249037
title: The Tensor Brain - Entity Level Visual Relationship Detection Challenge

description: This dataset contains images and annotations from real-world scenarios. It is aimed at testing a machine's perception performance in terms of object recognition, relationship detection, and instance and semantic memory retrieval.
DOI: 10.6084/m9.figshare.19115243
title: The New LC-MS/MS Method for Determination of Unbound Tacrolimus in Plasma (FreeTAC) - FreeTAC dataset 1

description: We present data on the novel LC-MS/MS method for the determination of unbound tacrolimus. The method was developed experimentally and fully validated. We present the results of LC-MS/MS mesurements in 140 patient samples.<br>This research was funded by National Science Center (NCN), Poland, grant number 2019/33/N/NZ7/01631.<br>
DOI: 10.5281/zenodo.6323328
title: A dataset of bird assemblages in different successional pathways– a comparative study in hemiboreal mixed forests

description: <strong>Abstract:</strong> <strong>Context </strong>The most productive forest lands have naturally the richest bird assemblages but tend to be also most intensively managed. Sustainable solutions to this conflict are unclear. <strong>Aim </strong>To assess bird assemblages and their successional dynamics in planted Norway spruce (<em>Picea abies </em>L.) stands compared to naturally developing stands. <strong>Methods </strong>We mapped breeding bird assemblages in forty 5-ha plots on highly productive soils in Estonia. The plots included sets of naturally regenerated and planted stands, and (as successional endpoints) clear-cuts and old stands. <strong>Results </strong>Planted stands had fewer bird species and pairs than naturally regenerated stands; the latter having a species composition resembling late-successional deciduous-dominated stands. Importantly, the species composition in mature spruce plantations converged toward the composition observed in late-successional conifer-dominated stands. Downed dead wood, stand age, deciduous trees, and stock density were the most significant stand characteristics shaping bird assemblages. <strong>Conclusion</strong> The habitat value of established spruce plantations can be primarily improved by allowing for some deciduous trees and gaps with deciduous undergrowth. At the landscape scale, the bird diversity of even-aged systems would be enhanced by multi-scale applications of retention forestry – from retention trees to old-growth set-asides. The given dataset includes observations of breeding pairs on all 40 study plots with different management types. Variables explained in supplementary txt file.
DOI: 10.5281/zenodo.6323327
title: A dataset of bird assemblages in different successional pathways– a comparative study in hemiboreal mixed forests

description: <strong>Abstract:</strong> <strong>Context </strong>The most productive forest lands have naturally the richest bird assemblages but tend to be also most intensively managed. Sustainable solutions to this conflict are unclear. <strong>Aim </strong>To assess bird assemblages and their successional dynamics in planted Norway spruce (<em>Picea abies </em>L.) stands compared to naturally developing stands. <strong>Methods </strong>We mapped breeding bird assemblages in forty 5-ha plots on highly productive soils in Estonia. The plots included sets of naturally regenerated and planted stands, and (as successional endpoints) clear-cuts and old stands. <strong>Results </strong>Planted stands had fewer bird species and pairs than naturally regenerated stands; the latter having a species composition resembling late-successional deciduous-dominated stands. Importantly, the species composition in mature spruce plantations converged toward the composition observed in late-successional conifer-dominated stands. Downed dead wood, stand age, deciduous trees, and stock density were the most significant stand characteristics shaping bird assemblages. <strong>Conclusion</strong> The habitat value of established spruce plantations can be primarily improved by allowing for some deciduous trees and gaps with deciduous undergrowth. At the landscape scale, the bird diversity of even-aged systems would be enhanced by multi-scale applications of retention forestry – from retention trees to old-growth set-asides. The given dataset includes observations of breeding pairs on all 40 study plots with different management types. Variables explained in supplementary txt file.
DOI: 10.5281/zenodo.6352394
title: Cereal aphids monitored in 2,110 fields in Denmark 2002-2019

description: The aphids were accounted for visually as the percentage of tillers infested. The type of crop (winter wheat or spring barley) and its growth stage at the time of aphid assessment are included in the data set. The data is provided as both a tab-separated text file and a binary R data file. The R files provides code to read and plot the data. The two plots produced are also provided as PNG files. The data were collected by SEGES Innovation, Denmark.
description: Supported by EU H2020-SFS-2018-2020 (grant agreement 817617).
DOI: 10.5281/zenodo.6352138
title: Cereal aphids monitored in 2,110 fields in Denmark 2002-2019

description: The aphids were accounted for visually as the percentage of tillers infested. The type of crop (winter wheat or spring barley) and its growth stage at the time of aphid assessment are included in the data set. The data is provided as both a tab-separated text file and a binary R data file. The R files provides code to read and plot the data. The two plots produced are also provided as PNG files. The data were collected by SEGES Innovation, Denmark.
description: Supported by EU H2020-SFS-2018-2020 (grant agreement 817617).
DOI: 10.5281/zenodo.6258620
title: Kiez Benchmarking Knowledge Graph Embeddings

description: This upload contains pre-calculated Knowledge Graph Embeddings produced by our study "An Evaluation of Hubness Reduction Methods for Entity Alignment with Knowledge Graph Embeddings"
description: This work was supported by the German Federal Ministry of Education and Research (BMBF, 1IS18026B) by funding the competence center for Big Data and AI "ScaDS.AI" Dresden/Leipzig.
DOI: 10.5281/zenodo.6258619
title: Kiez Benchmarking Knowledge Graph Embeddings

description: This upload contains pre-calculated Knowledge Graph Embeddings produced by our study "An Evaluation of Hubness Reduction Methods for Entity Alignment with Knowledge Graph Embeddings"
description: This work was supported by the German Federal Ministry of Education and Research (BMBF, 1IS18026B) by funding the competence center for Big Data and AI "ScaDS.AI" Dresden/Leipzig.
DOI: 10.34740/kaggle/dsv/3207872
title: MMC intervention
DOI: 10.15128/r2n870zq837
title: The Cañaveral de León stela (Huelva, Spain) : A monumental sculpture in a landscape of settlements and pathways [dataset]

description: A newly discovered prehistoric stela from Cañaveral de León (Huelva, Spain) is studied through a combination of scientific methods, including thin section petrography and lithological contextualisation, various state-of-the-art digital imaging techniques for the rendering of the engraved motifs (3D modelling and Reflectance Transformation Imaging), and detection of pigments on its surface (Principal Components Analysis, HSI-contrast stretch, ferric pigments index and algebraic operations between bands), as well as archaeological surveys aimed at establishing the landscape context the stela was part of. The results reveal this stela is analogous to a larger series of late prehistoric statues portraying personages with ‘headdresses’, largely concentrated in the Iberian south-west and often connected to Bronze Age settlements and burial sites. In addition, the Cañaveral de León stela is closely associated to an old pathway that has had a historical prominence in terms of long-distance mobility, connecting various regions of western Spain in a South-North direction.
description: Reflectance Transformation Imaging (RTI)
DOI: 10.5441/001/1.352qf1cv/2
title: Migrations of Caspian terns in family groups-reference-data

description: Byholm P, Beal M, Isaksson N, Lötberg U, Åkesson S. 2022. Paternal transmission of migration knowledge in a long-distance bird migrant. Nat Commun. doi:10.1038/s41467-022-29300-w
description: While advances in biologging have revealed many spectacular animal migrations, it remains poorly understood how young animals learn to migrate. Even in social species, it is unclear how migratory skills are transmitted from one generation to another and what implications this may have. Here we show that in Caspian terns Hydroprogne caspia family groups, genetic and foster male parents carry the main responsibility for migrating with young. During migration, young birds stayed close to an adult at all times, with the bond dissipating on wintering grounds. Solo-migrating adults migrated faster than did adults accompanying young. Four young that lost contact with their parent at an early stage of migration all died. During their first solo migration, subadult terns remained faithful to routes they took with their parents as young. Our results provide evidence for cultural inheritance of migration knowledge in a long-distance bird migrant and show that sex-biased (allo)parental care en route shape migration through social learning.
DOI: 10.5441/001/1.352qf1cv/1
title: Migrations of Caspian terns in family groups

description: Byholm P, Beal M, Isaksson N, Lötberg U, Åkesson S. 2022. Paternal transmission of migration knowledge in a long-distance bird migrant. Nat Commun. doi:10.1038/s41467-022-29300-w
description: While advances in biologging have revealed many spectacular animal migrations, it remains poorly understood how young animals learn to migrate. Even in social species, it is unclear how migratory skills are transmitted from one generation to another and what implications this may have. Here we show that in Caspian terns Hydroprogne caspia family groups, genetic and foster male parents carry the main responsibility for migrating with young. During migration, young birds stayed close to an adult at all times, with the bond dissipating on wintering grounds. Solo-migrating adults migrated faster than did adults accompanying young. Four young that lost contact with their parent at an early stage of migration all died. During their first solo migration, subadult terns remained faithful to routes they took with their parents as young. Our results provide evidence for cultural inheritance of migration knowledge in a long-distance bird migrant and show that sex-biased (allo)parental care en route shape migration through social learning.
DOI: 10.5281/zenodo.6352552
title: Lanthanide doped nanoheaters with reliable and absolute temperature feedback

description: Dataset of https://zenodo.org/record/6312249#.Yi8qn3rMJPZ
DOI: 10.5281/zenodo.6352551
title: Lanthanide doped nanoheaters with reliable and absolute temperature feedback

description: Dataset of https://zenodo.org/record/6312249#.Yi8qn3rMJPZ
DOI: 10.34740/kaggle/dsv/3298479
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.34644/laudatio-dev-s0imhh8bwg-adazlg9lw
title: Reference Corpus of Early New High German (1350–1650)
DOI: 10.34740/kaggle/dsv/3298518
title: 2021 World Population (updated daily)
DOI: 10.5281/zenodo.3407233
title: Dataset for Wenz et al. Phys. Rev. B 99, 201409(R) (2019), "Quantum dot state initialization by control of tunneling rates"

description: Collection of the datasets used to generate the figures in the following journal paper: "Quantum dot state initialization by control of tunneling rates"<br> Tobias Wenz, Jevgeny Klochan, Frank Hohls, Thomas Gerster, Vyacheslavs Kashcheyevs, and Hans W. Schumacher<br> PHYSICAL REVIEW B 99, 201409(R) (2019) DOI: 10.1103/PhysRevB.99.201409
description: This work was supported in part by the Joint Research Projects e-SI-Amp (15SIB08) and SEQUOIA (17FUN04). These projects received funding from the European Metrology Programme for Innovation and Research (EMPIR) cofinanced by the Participating States and from the European Unions Horizon 2020 research and innovation programme.
description: {"references": ["Wenz et al, Phys. Rev. B 99, 201409(R) (2019)"]}
DOI: 10.5281/zenodo.3407232
title: Dataset for Wenz et al. Phys. Rev. B 99, 201409(R) (2019), "Quantum dot state initialization by control of tunneling rates"

description: Collection of the datasets used to generate the figures in the following journal paper: "Quantum dot state initialization by control of tunneling rates"<br> Tobias Wenz, Jevgeny Klochan, Frank Hohls, Thomas Gerster, Vyacheslavs Kashcheyevs, and Hans W. Schumacher<br> PHYSICAL REVIEW B 99, 201409(R) (2019) DOI: 10.1103/PhysRevB.99.201409
description: This work was supported in part by the Joint Research Projects e-SI-Amp (15SIB08) and SEQUOIA (17FUN04). These projects received funding from the European Metrology Programme for Innovation and Research (EMPIR) cofinanced by the Participating States and from the European Unions Horizon 2020 research and innovation programme.
description: {"references": ["Wenz et al, Phys. Rev. B 99, 201409(R) (2019)"]}
DOI: 10.5281/zenodo.6046089
title: Dataset for Hohls et al "Controlling the error mechanism in a tunable-barrier non-adiabatic charge pump by dynamic gate compensation"

description: Dataset for Hohls et al "Controlling the error mechanism in a tunable-barrier non-adiabatic charge pump by dynamic gate compensation", https://arxiv.org/abs/2112.10713
description: This work was supported by the Joint Research Project SEQUOIA (17FUN04). This project received funding from the European Metrology Programme for Innovation and Research (EMPIR) cofinanced by the Participating States and from the European Unions Horizon 2020 research and innovation programme.