cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/fyvkbj
title: Vascular Flora of the Sevastopol Area (Seregin, 2008): accepted names

description: A list of the tracheophyte names accepted in the paper "Contribution to the vascular flora of the Sevastopol area (the Crimea): a checklist and new records" (Seregin, 2008). It includes 1,385 accepted species. The dataset was compiled as a first step towards further processing of the modern checklist for the City of Sevastopol, Russia.
Stable archival version (not edited, not curated).
Initially, the checklist by Seregin (2008) included 1,385 accepted (i.e. consequently numbered) species, but also 72 species recorded earlier in the literature but not confirmed by specimens and 60 species collected in adjacent localities outside the area. These 132 species were excluded from the dataset.
As a result, the dataset includes 1,407 taxa - 1,385 species and nothospecies (incl. 1,340 species without further subdivisions), 6 species aggregates, 53 subspecies, and 7 varieties.
Several minor orthographic errors in either scientific names or their authors were corrected manually. Nineteen names were not automatically cross-linked with the GBIF backbone. Seven names (i.e. Artemisia lerchiana Web. ex Stechm., Bupleurum pauciradiatum Fenzl ex Boiss., Himantoglossum caprinum (M.Bieb.) K.Koch, Mentha longifolia (L.) Nathh., Ruscus ponticus Woronow ex Grossh., Vincetoxicum juzepczukii (Pobed.) Privalova ex Wissjul., Vincetoxicum schmalhausenii (Kusn.) Stankov) have some discrepancies in indication of their authors. They were left as they are within the dataset, because these variants are commonly used. Four unlinked names are subspecies/variety autonyms (Allium jajlae var. jajlae, Calamagrostis epigejos subsp. epigejos, Sideritis taurica subsp. taurica, Veronica taurica subsp. taurica) and six names are species aggregates (Helianthemum canum (L.) Baumg., Pimpinella tragium Vill., Taraxacum officinale Wigg., Taraxacum erythrospermum Andrz., Veronica anagallis-aquatica L., Vicia sativa L.). Two names are absent in IPNI and need verification against protologues (Malva sylvestris var. eriocarpa Boiss., Rumex tuberosus L. subsp. horizontalis (K. Koch) Rech. f.), whereas Psoralea bituminosa subsp. pontica (A.P.Khokhr.) Zernov is not indexed in GBIF backbone. Orthography of the genus Onopordon was not corrected (Onopordon tauricum Willd.).
Further records were published by Seregin et al. as "Second contribution to the vascular flora of the Sevastopol area (the Crimea)" (Wulfenia. 2015. Vol. 22. P. 33–82), where we reported 323 new vascular plant species for the Sevastopol area. They are not covered by this dataset.
DOI: 10.6084/m9.figshare.13128734
title: Arctic COSMO-CLM hindcast 1991

description: COSMO-CLM Russian Arctic climate dataset
DOI: 10.6084/m9.figshare.13128734.v8
title: Arctic COSMO-CLM hindcast 1991

description: COSMO-CLM Russian Arctic climate dataset
DOI: 10.6084/m9.figshare.13128734.v7
title: Arctic COSMO-CLM hindcast 1991

description: COSMO-CLM Russian Arctic climate dataset
DOI: 10.6084/m9.figshare.12135300
title: Additional file 2 of Characteristics of Clostridium difficile isolates and the burden of hospital-acquired Clostridium difficile infection in a tertiary teaching hospital in Chongqing, Southwest China

description: Additional file 2. The MICs of seven antimicrobial agents for isolates included in this study.
DOI: 10.17632/fszgv747yk.1
title: Table S1 The most changed genes in Pseudomonas fluorescens induced by calcium

description: Table S1 The most changed genes in Pseudomonas fluorescens induced by calcium
DOI: 10.17632/5yhn8y43vp.1
title: review collection

description: Folder includes research articles reviewed in this study.
DOI: 10.17632/cgdww9bvbf.1
title: Subduction thermal modeling in Makran

description: The data includes the three-dimensional temperature field (degrees Celsius), water content (wt%), dehydration rate (wt%/km), rock phase change distribution, and subduction velocity field (cm/yr) of the subducting plate, as well as the coastline and volcano distribution. The data source method is a three-dimensional finite-difference numerical simulation. The geophysical calculation is ensured after the subduction thermal regime reaches a steady state. The temperature field error range is ±10 degrees Celsius, and the velocity field error range is ±0.1cm/ yr. This data can be further used analyzing the geophysical field of subduction zone.

File naming: the data is stored in text paraview format.
Data reading method: All ASCII code files in the data set can be directly opened with paraview software.
Data list:
1. eq_USGS.vtk (Earthquake Catalog by IRIS, 2000-2010, Trabant et al., 2012) http://ds.iris.edu/ieb/
2. state.vtk (country boudaries, GMT, Wessel and Smith, 1998) 
3. volcano.vtk (global volcanoes at NCEI, Siebert et al., 2010)
4. plate_boundary.vtk (global plate boundaries, Bird, 2003) 
5. box.vtk (model region, this study)
6. slab.vtk (3-D thermal regime, slab water content and slab dehydration, this study)
DOI: 10.17632/mc9jshwb38.1
title: Evaluation of 1D Convolutional Neural Network in Estimation of Mango Dry Matter Content

description: This data accompanies the research presented in the upcoming publication Walsh et al. 2024 "Evaluation of 1D Convolutional Neural Network in Estimation of Mango Dry Matter Content". It is intended to be used in conjunction with the code complementing the materials and methods of this study, available on GitHub at: https://github.com/jemjemwalsh/research-deep-learning-nirs/tree/main/publications/Eval-1D-CNN-Mango-DM

The original dataset before pretreatment and preparation for this study are available as Mango DMC and spectra Anderson et al. 2020 on Mendeley Data at: https://data.mendeley.com/datasets/46htwnp833/3
DOI: 10.17632/45v8xcb5mp.1
title: Local and global changes in cell density induce reorganisation of 3D packing in a proliferating epithelium.

description: In this repository, it is published all the data used across the "Local and global changes in cell density induce reorganisation of 3D packing in a proliferating epithelium" article.

The necessary code to reproduce this study is available at: https://github.com/ComplexOrganizationOfLivingMatter/seaStarProcessingSegmentation/releases/tag/scutoidsProliferation2024
DOI: 10.6084/m9.figshare.22618832.v1
title: Additional file 3 of Identification and characterization of CircRNA-associated CeRNA networks in moso bamboo under nitrogen stress

description: Additional file 3: Table S3. DECs analysis of three comparisons.
DOI: 10.17632/8ydb6ct53n.1
title: Compassion of Managers

description: Compassion, flourishing and organzational commitment data for managers.
DOI: 10.6084/m9.figshare.22618801
title: Additional file 4 of A role for heritable transcriptomic variation in maize adaptation to temperate environments

description: Additional file 4: Supplementary Table S3. Classification of temperate or tropical panels among the genotypes used in this study.
DOI: 10.6084/m9.figshare.24199653
title: <b>Script and Data for analyses</b>

description: The folder contains all datasets and the R script needed to replicate the analyses done in: "<i>Mobility-driven α- and β-diversity patterns in plants, microbes and insects create different communities across elevation gradients in subarctic regions</i>".The code and datasets used for the analyses of this study are temporarily available for reviewing purposes.
DOI: 10.6084/m9.figshare.24199653.v1
title: <b>Script and Data for analyses</b>

description: The folder contains all datasets and the R script needed to replicate the analyses done in: "<i>Mobility-driven α- and β-diversity patterns in plants, microbes and insects create different communities across elevation gradients in subarctic regions</i>".The code and datasets used for the analyses of this study are temporarily available for reviewing purposes.
DOI: 10.6084/m9.figshare.24199785
title: <b>PCL/HA Composite Coating on Stainless Steel 316L: Electrochemical and Mechanical Optimization</b>

description: The project contains raw data for XRD,SEM, FTIR SPECTRUM
DOI: 10.6084/m9.figshare.24199785.v1
title: <b>PCL/HA Composite Coating on Stainless Steel 316L: Electrochemical and Mechanical Optimization</b>

description: The project contains raw data for XRD,SEM, FTIR SPECTRUM
DOI: 10.6084/m9.figshare.24199788.v1
title: Anexos.A.Familia.pdf

description: This dataset was colllected as part of a PhD project funded by Consejo Nacional de Ciencia y Tecnología. Qualitative methods were used to interview 18 adolescent migrants travelling alone through Mexico - mostly undocumented - and 29 workers in services for or with unaccompanied migrant youth in two migrant shelters in Mexico in June and July 2021. Interviews were transcribed and analysed with the NVivo software using reflexive thematic analysis. The data presented here shows an anonymised summary of participant demographics and the tools used to interview participantsData included in the file is:1. Anonymised demographic information of migrant adolescent participants2. Anonymised roles of professional workers interviewed3. Initial questionnaire asked to migrant adolescents during the interview (answers summarised in their demographic characteristics)4. Topic guide for semi-structured interviews with migrant youth and workers5. Reflexivity of main author and project lead (Susanna Corona Maioli) and research assistants (Scarlett Machado and Jessica Gómez)<br>
DOI: 10.3886/e193664v1
title: ECIN Replication Package for "Why Do Older Scholars Slow Down?"

description: Replication package for "Why Do Older Scholars Slow Down?"<br><br>Abstract:<br>Using data describing all “Top 5” economics journal publications from 1969-2018, we examine what determines which authors produce less as they age and which retire earlier. Sub-field has no impact on the rate of production, but interacts with it to alter retirement probabilities. A positive, tentative, and contemporary writing style increases persistence in publishing. Authors whose previous work was more heavily cited produce slightly more. Those better-cited with more top-flight publications retire later than others. Declining publication with age arises mostly from habit—there is a very significant increasing positive autocorrelation of publication across the decades of a career.<br>
description: Economists who have published in the top five ("T5") journals between 1969-2018.
DOI: 10.3886/e193664v2
title: ECIN Replication Package for "Why Do Older Scholars Slow Down?"

description: Replication package for "Why Do Older Scholars Slow Down?"<br><br>Abstract:<br>Using data describing all “Top 5” economics journal publications from 1969-2018, we examine what determines which authors produce less as they age and which retire earlier. Sub-field has no impact on the rate of production, but interacts with it to alter retirement probabilities. A positive, tentative, and contemporary writing style increases persistence in publishing. Authors whose previous work was more heavily cited produce slightly more. Those better-cited with more top-flight publications retire later than others. Declining publication with age arises mostly from habit—there is a very significant increasing positive autocorrelation of publication across the decades of a career.<br>
description: Economists who have published in the top five ("T5") journals between 1969-2018.
DOI: 10.3886/e193664v3
title: ECIN Replication Package for "Why Do Older Scholars Slow Down?"

description: Replication package for "Why Do Older Scholars Slow Down?"<br><br>Abstract:<br>Using data describing all “Top 5” economics journal publications from 1969-2018, we examine what determines which authors produce less as they age and which retire earlier. Sub-field has no impact on the rate of production, but interacts with it to alter retirement probabilities. A positive, tentative, and contemporary writing style increases persistence in publishing. Authors whose previous work was more heavily cited produce slightly more. Those better-cited with more top-flight publications retire later than others. Declining publication with age arises mostly from habit—there is a very significant increasing positive autocorrelation of publication across the decades of a career.<br>
description: Economists who have published in the top five ("T5") journals between 1969-2018.
DOI: 10.3886/e193664
title: ECIN Replication Package for "Why Do Older Scholars Slow Down?"

description: Replication package for "Why Do Older Scholars Slow Down?"<br><br>Abstract:<br>Using data describing all “Top 5” economics journal publications from 1969-2018, we examine what determines which authors produce less as they age and which retire earlier. Sub-field has no impact on the rate of production, but interacts with it to alter retirement probabilities. A positive, tentative, and contemporary writing style increases persistence in publishing. Authors whose previous work was more heavily cited produce slightly more. Those better-cited with more top-flight publications retire later than others. Declining publication with age arises mostly from habit—there is a very significant increasing positive autocorrelation of publication across the decades of a career.<br>
description: Economists who have published in the top five ("T5") journals between 1969-2018.
DOI: 10.3886/e193664v4
title: ECIN Replication Package for "Why Do Older Scholars Slow Down?"

description: Replication package for "Why Do Older Scholars Slow Down?"<br><br>Abstract:<br>Using data describing all “Top 5” economics journal publications from 1969-2018, we examine what determines which authors produce less as they age and which retire earlier. Sub-field has no impact on the rate of production, but interacts with it to alter retirement probabilities. A positive, tentative, and contemporary writing style increases persistence in publishing. Authors whose previous work was more heavily cited produce slightly more. Those better-cited with more top-flight publications retire later than others. Declining publication with age arises mostly from habit—there is a very significant increasing positive autocorrelation of publication across the decades of a career.<br>
description: Economists who have published in the top five ("T5") journals between 1969-2018.
DOI: 10.6084/m9.figshare.24182241
title: <b>Script and Data for analyses</b>

description: The folder contains all datasets and the R script needed to replicate the analyses done in: "<i>Mobility-driven α- and β-diversity patterns in plants, microbes and insects create different communities across elevation gradients in subarctic regions</i>".The code and datasets used for the analyses of this study are temporarily available for reviewing purposes.
DOI: 10.6084/m9.figshare.24182241.v4
title: <b>Script and Data for analyses</b>

description: The folder contains all datasets and the R script needed to replicate the analyses done in: "<i>Mobility-driven α- and β-diversity patterns in plants, microbes and insects create different communities across elevation gradients in subarctic regions</i>".The code and datasets used for the analyses of this study are temporarily available for reviewing purposes.
DOI: 10.25824/redu/j2bxww
title: ml-module-metrics-output.rar

description: Data generated on system's Machine Learning Module and used by the Autonomic Manager's Analyzer at experiments. This dataset contains the architectural configuration metadata and the model metrics
DOI: 10.25824/redu/gnafew
title: adult.tab

description: Adult Income Dataset
DOI: 10.25824/redu/jprpsl
title: german.data

description: German Credit Dataset, used in case study 1
DOI: 10.25824/redu/m72hpf
title: lendingclub_dataset.tab

description: Lendingclub Dataset, used in case studies 2 and 3
DOI: 10.25824/redu/ziunwb
title: configs_used.rar

description: System configuration files used in each experiment
DOI: 10.25824/redu/rlgxxr
title: code_used.rar

description: Codes used to count lines on case studies 2 and 3
DOI: 10.25824/redu/qo3cgg
title: Replication data for: A semi-autonomic framework for developing machine learning-based applications using fairness metrics

description: This research proposes a presents a semi-autonomous framework to train machine learning models that identifies more optimized configurations across different contexts. Several case studies were conducted to determine the feasibility and extensibility of the proposed framework. This dataset contains all datasets used in development, data collected to produce results, configuration files for each experiment, and code used to count lines
DOI: 10.5281/zenodo.6581777
title: F.B.H.

description: F.B. herbarium (a digital backup)
DOI: 10.6084/m9.figshare.24199728
title: Registro de especies identificadas para uso como combustible en la Zona Andina de Perú

description: A partir de una exhaustiva revisión de la literatura, se ha compilado un catálogo de especies vegetales aptas para ser empleadas como fuente de combustible en la región andina de Perú. Este registro proporciona información detallada sobre las familias botánicas, los nombres científicos actualizados, los nombres vernáculos, las ubicaciones de las áreas de estudio y otras anotaciones relevantes que facilitan la identificación de estas especies y su potencial como fuente de combustible.
DOI: 10.6084/m9.figshare.24199728.v1
title: Registro de especies identificadas para uso como combustible en la Zona Andina de Perú

description: A partir de una exhaustiva revisión de la literatura, se ha compilado un catálogo de especies vegetales aptas para ser empleadas como fuente de combustible en la región andina de Perú. Este registro proporciona información detallada sobre las familias botánicas, los nombres científicos actualizados, los nombres vernáculos, las ubicaciones de las áreas de estudio y otras anotaciones relevantes que facilitan la identificación de estas especies y su potencial como fuente de combustible.
DOI: 10.5287/ora-b7ox6djxe
title: Animations of images produced with data from the Advanced Baseline Instrument (ABI) showing plumes from the April 2021 La Soufrière eruption

description: A series of explosive eruptions began at La Soufrière, on St Vincent, on 9th April 2021, with the last event occurring on 22nd April. The eruption was observed by the Advanced Baseline Imager (ABI) on the Geostationary Operational Environmental Satellite East (GOES-East) platform. The instrument measures in 16 channels in the visible, near-infrared and infrared, across a large area which includes the Carribean. During the La Soufrière eruption, the ABI instrument made measurements for the full disc every 10-minutes, and for part of the eruption, a mesoscale region was moved over the volcano, providing data every minute. In this study, data from this satellite instrument has been used to construct four images: (a) a true colour image, (b) a false colour image (12.3 - 10.3 µm, 11.2 - 8.4 µm and 10.3 µm channels assigned to red, green and blue respectively), (c) 10.3 - 11.2 µm brightness temperature difference, and (d) 11.2 - 12.3 µm brightness temperature difference. These have been used to study the plumes produced during the April 2021 eruption, allowing the identification of at least 35 explosive events. In this repository, an animation of the created images has been provided for each of the explosive events identified. The animation names are constructed to indicate the volcano (LaSoufriere), the instrument (ABI), the type of data (i.e. full disc or meso), the event number, the start date/time (yyyymmddhhmm) and the end date/time (yyyymmddhhmm). For example: ‘LaSoufriere_ABI_full_event01_202104091250_202104091740.mp4’ Note that the start and end times indicate the start time of measurement period and some adjustment is needed to ascertain the time over the volcano for the full disc (~ +243 seconds). This has been accounted for in the title shown in each frame of the full disc animations. Also note that two animations are provided for event 5 as measurements from the mesoscale region began during this period. We are grateful to the NOAA Big Data Program through which the GOES-16 data are available. These animations accompany a paper: Taylor, I.A., Grainger, R.G., Prata, A.T., Proud, S,R, Mather, T.A., Pyle, D.M.: A satellite chronology of plumes from the April 2021 eruption of La Soufrière, St Vincent, Accepted for publication in Atmospheric, Chemistry and Physics.
DOI: 10.6084/m9.figshare.24171069
title: ACM_Digital_Library_magyarországi_intézmények_előfizetései

description: A kutatásban az ACM Digital Library magyarországi előfizetők listáját elemezzük, hogy mennyit fizetnek intézményi bontásban, és hogy mennyi letöltést végeztek ezek az intézmények a 2022es év folyamán.
DOI: 10.6084/m9.figshare.24171069.v2
title: ACM_Digital_Library_magyarországi_intézmények_előfizetései

description: A kutatásban az ACM Digital Library magyarországi előfizetők listáját elemezzük, hogy mennyit fizetnek intézményi bontásban, és hogy mennyi letöltést végeztek ezek az intézmények a 2022es év folyamán.
DOI: 10.6084/m9.figshare.24171069.v1
title: ACM_Digital_Library_magyarországi_intézmények_előfizetései

description: A kutatásban az ACM Digital Library magyarországi előfizetők listáját elemezzük, hogy mennyit fizetnek intézményi bontásban, és hogy mennyi letöltést végeztek ezek az intézmények a 2022es év folyamán.
DOI: 10.5281/zenodo.8372346
title: 18S sequences from eDNA surveys of a coral reef in the Maldives

description: 18S sequence data for eDNA samples collected in the Maldives and the associated metadata and tag codes. The title of the study/publication is: Field collections and environmental DNA surveys reveal topographic complexity of coral reefs as a predictor of cryptobenthic biodiversity across small spatial scales
DOI: 10.5281/zenodo.8372345
title: 18S sequences from eDNA surveys of a coral reef in the Maldives

description: 18S sequence data for eDNA samples collected in the Maldives and the associated metadata and tag codes. The title of the study/publication is: Field collections and environmental DNA surveys reveal topographic complexity of coral reefs as a predictor of cryptobenthic biodiversity across small spatial scales
DOI: 10.5281/zenodo.5562953
title: PoreScript: Semi-automated Pore Size Analysis Algorithm Data Set

description: This data set contains files related to the PoreScript semi-automatic pore size image analysis algorithm. The three MATLAB files needed for the PoreScript algorithm are named the following: (Jenkins_RelativeIntensityFinder_no_crop.m, Jenkins_UserInterface_no_crop.m, Jenkins_PoreSizeCalculator_no_crop.m). Access the latest version of the program here: <strong>https://github.com/djenkins95/PoreScript_Update_9_26_23</strong> Updated MATLAB files are more accessible to a wider range of SEM software. The updated version asks for the known length of your scale bar in pixels. There are many ways to measure the length of your scale bar. I recommend using the free software FIJI. Use the *Straight* (drawing tool to trace your scale bar), then click Analyze &gt; Measure to determine the length in pixels. It should be noted that the length in pixels will be the same for any image taken on the same instrument, at the same magnification, and saved as the same file type (e.g., .tiff), so you can reference the length in future data sets without needed to remeasure the scale bar. The Zenodo repository includes the unanalyzed SEM images, analyzed images, raw pore size data, analyzed pore size data, and older .m versions.