cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21973334.v1
title: Dateset for the paper "Space partitioning within groups of social coral reef fish"

description: Description of the data and file structure:Trajectories filesIn the format of GroupX_Y.csv where X is the group number and Y is the run number, ordered chronologically. For dates see paper.These files include the trajectories of the fish in the 4 groups of <i>Dascyllus marginatus</i> studied. Each group has 3-5 fish, named based on their position around the coral (front, top, east, west or back).Each file has 6 columns:x - the x coordinate of the fish in meters. Positive x is directed to east. Zero is center of the coral. NaNs are missing data.y - the y coordinate of the fish in meters. Positive y is directed north. Zero is center of the coral. NaNs are missing data.z - the z coordinate of the fish in meters. Positive z is directed up. Zero is center of the coral. NaNs are missing data.frame_num - the frame number of the video. This is the time in 29.97Hzfish - the fish's identity as a numberfish_name - the fish's identity based on its position around the coraltimeInsideTheCoral.xslx:Includes 4 columns:fish position around the coral - this is the identity of the fish based on its position (front, top, east, west or back)group (1-4)datetime inside the coral (in %)<br><br>
DOI: 10.15468/dl.w4kn3p
title: Occurrence Download

description: A dataset containing 2326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cassia sieberiana DC.",
 "Continent is Africa"
 ]
}

 The dataset includes 2326 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009769-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v9b8pcxk56
title: mungbean transcriptome

description: Uniconazole-induced tolerance of mungbean to chilling stress in relation to changes in photosynthesis
DOI: 10.3535/0bz-zfz-0jl
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c80-fjk-5a4
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28658723.v1
title: A Review on Objectives, Methodologies, Evaluation Methods and Tools for Automated Game Testing - Source List

description: ----
DOI: 10.3535/lvc-9ne-a7w
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vhw-rm9-sya
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26065849.v1
title: Jurisprudence available for public access on the websites of state courts and the Federal District, related to the demands of children and adolescents for health technologies within the unified health system (SUS), adjudicated between march 1, 2014, and February 28, 2020.

description: Based on publicly accessible jurisprudence on the websites of State Courts and the Federal District, demands related to children and adolescents seeking health technologies within the scope of the Unified Health System (SUS) were examined. The period of analysis encompassed decisions rendered between March 1, 2014, and February 28, 2020. For quantitative analysis, the inclusion criteria were determined by considering all available summaries for public consultation, as well as the complete decisions during the specified timeframe. The keywords used for the search were "children and adolescents" and "supply of medications" or "health treatment," limited to the fields of Judgments and Monocratic Decisions. Duplicated summaries, incomplete information, and complete decisions unavailable or subject to legal confidentiality were excluded from the research.
DOI: 10.6084/m9.figshare.3524630.v1
title: Appendix A. A table of definitions of model and ecological variables.

description: A table of definitions of model and ecological variables.
DOI: 10.6084/m9.figshare.4725541.v1
title: River plastic emissions to the world's oceans

description: Modelled plastic inputs into the ocean from rivers worldwide. The shapefile contains 40,760 input points (EPSG:4326, WGS 84) with the following attributes:<b>i_[ </b>level <b>]</b>: plastic input in tonnes per year. (<i>level=low, mid or high for lower, midpoint and upper estimates</i>)<b>i_[ </b>level <b>]_[ </b>month <b>]</b>: plastic input in tonnes per month. (<i>level=low,mid,high; month=jan,feb,...,dec</i>)<b>runoff_[ </b>month <b>]</b>: monthly averaged runoff in catchment in mm per day. (<i>month=jan,feb,...,dec</i>)<b>mpw</b>: mismanaged plastic waste production in catchment in tonnes per year. <b>area</b>: catchment area in square kilometers.<br>
DOI: 10.6084/m9.figshare.5902213.v1
title: A cloud-free MODIS snow cover dataset for the contiguous United States from 2000 to 2017

description: We presents a cloud-free snow cover dataset with a daily temporal resolution and 0.05° spatial resolution from March 2000 to February 2017 over the contiguous United States (CONUS). The dataset was developed by using the Variational Interpolation (VI) method to remove clouds which pollutes the original Snow Cover Area (SCA) products from NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS)’s
DOI: 10.17028/rd.lboro.23098589.v1
title: Supplementary information files for Complete removal of heavy metals with simultaneous efficient treatment of etching terminal wastewater using scaled-up microbial electrolysis cells

description: Supplementary files for article Complete removal of heavy metals with simultaneous efficient treatment of etching terminal wastewater using scaled-up microbial electrolysis cells
The treatment of actual low and high strengths etching terminal wastewater (ETW) from plating and electronic industry meeting national discharge standards is demonstrated in laboratory scale (1 L) and in scaled-up (40 L) microbial electrolysis cells (MECs). Both cylindrical single-chamber MECs achieved complete removal of heavy metals and efficient treatment of organics using either low strength ETW at an hydraulic retention time (HRT) of 5 d, or high strength wastewater at HRTs of 7 d (1 L) or 9 d (40 L). The removal rate of organics and heavy metals increased by 36-fold and scaled almost with the reactor volume ratio of 40. Electrode potentials in the scaled-up MECs (40 L) were resilient to the wastewater strength. Bacterial communities on both anodes and cathodes of the 1 L and the 40 L reactors experienced a selective shock and a significant community change after switching from low to high strengths wastewater, although reactor performance was effectively maintained. This study demonstrates complete removal of multiple heavy metals with simultaneous efficient wastewater treatment in MECs of different scales meeting China national discharge standards and provides a plausible approach for simultaneous removal of value-added products (e.g., heavy metals) and efficient treatment of practical etching terminal wastewater.
DOI: 10.25946/28490060.v1
title: Recommendations for supporting high-er-education students experiencing or at risk of psychological trauma: Data abstraction tool

description: The data set is an annotated bibliography table, too large to publish in a journal article.
DOI: 10.3535/b8p-hm0-6x4
title: †Lophospira Whitfield, 1886

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ym9-73r-bdd
title: Lingula Bruguière, 1791

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6548999.v4
title: OTU tables and metadata belonging to De Vries et al. 2018

description: OTU tables and metadata for De Vries et al. 2018. See the paper for detailed description of experimental set up. See Readme.txt for a description of all variables.
DOI: 10.3535/16q-ctb-tmd
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7jz-4wl-38k
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.4008329
title: القرآن الكريم al-Qurʼān [IO Islamic 18A]

description: al-Qurʼān القرآن الكريم

This manuscript is now IO Islamic 18A in the India Office collections.

[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), here with further notations and hyperlinks].


25.

18A. Size 9 in. by 51/2 in.; foll. 394. Twenty-four lines in a page.

Plainly written, marks of pauses, etc. With a Persian interlinear translation, written in a small Nasta’lîḳ, in red. Ornamented and gilt.

Foll. 256 and 257 should be transposed; likewise foll. 260 and 261.

The signature of R. Johnson (in Persian) on the title-page.

[East India College.]
DOI: 10.5281/zenodo.4008330
title: القرآن الكريم al-Qurʼān [IO Islamic 18A]

description: al-Qurʼān القرآن الكريم

This manuscript is now IO Islamic 18A in the India Office collections.

[metadata: Otto Loth, A Catalogue of the Arabic Manuscripts in the Library of the India Office, (volume 1), here with further notations and hyperlinks].


25.

18A. Size 9 in. by 51/2 in.; foll. 394. Twenty-four lines in a page.

Plainly written, marks of pauses, etc. With a Persian interlinear translation, written in a small Nasta’lîḳ, in red. Ornamented and gilt.

Foll. 256 and 257 should be transposed; likewise foll. 260 and 261.

The signature of R. Johnson (in Persian) on the title-page.

[East India College.]
DOI: 10.5522/04/13308485.v2
title: X-ray Tomography of Reusable Face Mask

description: The reusable mask sample was scanned by lab-based X-ray micro-scale CT scanner (Zeiss Xradia 620 Versa, Carl Zeiss Inc.). 1601 projections were obtained for the specimen. The standard reconstruction algorithm is used to reconstruct sample. The voxel resolution at 350 nm with the narrower (ca. 350 μm x 350 μm) field of view was achieved.
DOI: 10.25375/uct.14761596
title: Antigen-specific T Cell Activation Distinguishes Between Recent and Remote Tuberculosis Infection

description: This dataset (Mycobacterium tuberculosis-specific T cells in recent and remote M.tb infection, and TB disease) contains M.tb-specific CD4 T cell function (IFN-g, TNF, IL-2), memory (CD45RA, CCR7) and activation (HLA-DR) profiles detected by flow cytometry or transcriptomics after CFP-10/ESAT-6 or M.tb lysate stimulation of PBMC from recent and persistent QFT+ individuals, and TB patients at diagnosis included in the manuscript "<i>Antigen-specific T cell Activation Distinguishes Between Recent and Remote Tuberculosis Infection</i>". See paper for more details. Data sets included for each figure are indicated in the sheet name; Column names indicate: SubjectID, Group, Stimulation (stim) and the respective variable measured.
DOI: 10.3535/n0r-pw3-gmc
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nbh-c0j-bqq
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/56d-hwm-xtd
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9j2-mn5-yef
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24288316.v2
title: ImageB4 Humanitarian Dataset

description: The ImageB4 Humanitarian Dataset is derived from the Medic dataset and specifically focuses on images related to humanitarian efforts in response to disasters. Images in this dataset are selected based on the "affected_injured_or_dead_people" parameter within the "humanitarian" column.
DOI: 10.3535/e25-cqt-ayq
title: igneous- and metamorphic rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fa0-wb3-e6k
title: Lingula Bruguière, 1791

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14446900.v3
title: Reducing mental illness stigma: What types of images are most effective?

description: Public stigma against mental illness is a barrier to treatment and recovery. Research into the design of anti-stigma messages has focused heavily on text; there is limited information on what types of images are most persuasive in eliciting anti-stigma outcomes. This is important to study because the type of image used to depict an illness can influence how the illness is perceived, which in turn can affect how people with the illness are treated. Through an online experiment with 162 American adults, this study investigated whether mental illness narratives about depression illustrated with photographs are more effective than those illustrated with cartoons at reducing stigma. It was found that the illustrated narratives, whether with photo or cartoon, produced more anti-stigma effects than the text-only narrative (control). Further, the photographic narrative was more effective than the cartoon narrative in eliciting closeness to the story protagonist and willingness to donate to mental health services. The study’s findings indicate that images should be used in anti-stigma messages on depression; further, regarding image type, photographs should be considered over cartoons as they are more effective in eliciting certain anti-stigma outcomes.Implications for PracticeThis study suggests that images have strong anti-stigma effects and that photographs are sometimes more persuasive than cartoons. These findings can inform best-practice guidelines for designing anti-stigma messages, created and disseminated by organisations such as the United States’ National Alliance on Mental Illness and Mental Health America. Images in these messages should be selected carefully as they can influence how people with mental illness are perceived and treated. This study suggests that images have strong anti-stigma effects and that photographs are sometimes more persuasive than cartoons. These findings can inform best-practice guidelines for designing anti-stigma messages, created and disseminated by organisations such as the United States’ National Alliance on Mental Illness and Mental Health America. Images in these messages should be selected carefully as they can influence how people with mental illness are perceived and treated.
DOI: 10.6084/m9.figshare.19199600.v1
title: NLCD_binary_indicators

description: NLCD binary indicators at three radii (75, 600, 2400m). <br>Data associated with "A comparison of remotely sensed environmental predictors for avian distributions" (2022).
DOI: 10.3535/n1a-yxy-cgp
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qdp-pmj-hyx
title: Gypsum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19778812.v1
title: db_bats_news.xlsx

description: The datataset contain newspaper news regarding bats before and during the COVID-19 pandemic.
DOI: 10.3535/jdj-chl-1ng
title: †Euomphalus J. De C. Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12895349.v3
title: Large File Datasets - Scholz et al. 2018

description: Converted datasets as part of Google Summer of Code 2020.<br><br>Scholz, Monika. 2019. “Whole-Brain Neural Recordings of Freely Moving C. Elegans.” OSF. March 8. doi:10.17605/OSF.IO/MW5ZS.<br>Source of data: https://osf.io/mw5zs/Note: Originally uploaded to Open Science Framework in 2018.<br><br>Conversion scripts: https://github.com/OpenSourceBrain/NWBShowcase/tree/master/ScholzEtAl2019<br>GUI Explorer: http://nwbexplorer.opensourcebrain.org
DOI: 10.6084/m9.figshare.28437020.v1
title: Piecewise SEM - Alpha & beta diversity models

description: Piecewise structural equation modeling (pSEM) using different alpha and beta diversity metrics to assess soil respiration, beta-glucosidase activity, and soil microbial biomass C.
DOI: 10.17632/6swcywb955
title: Data for: Sovereign default: The role of expectations

description: This folder contains three MATLAB codes that generate the figures in the paper: (1) normal.m - generates the graphs for the normal distribution. Figures 1, 2, 3, and 6 in the paper. (2) bimodal.m - generates the graphs for the bimodal distribution. Figures 4 and 5 in the paper. (3) util.m - auxiliary function that computes expected utility. It is used by normal.m and bimodal.m.
DOI: 10.3535/3d4-3gj-g4s
title: †Phymatopleuridae Batten, 1956

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tl4-0gm-71t
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13502061.v1
title: Holding Time Influence on Hot Ductility Behavior - 13J8

description: The data presented is from the hot tensile tests done after the melting of the low alloyed steel samples. In the files there are data for the corrected flow curves and the measured reduction of area for the different conditions chosen.
DOI: 10.6084/m9.figshare.19188650.v1
title: Aedes mosquitoes resting behaviour Database.xlsx

description: Aedes database
DOI: 10.6084/m9.figshare.24249343.v1
title: <b>Prediction Markets of Dosage Form Development</b><b> </b><b>for Incrementally Modified </b><b>Drugs </b><b>by Pharmaceutical Industry</b><b>in Thailand</b> (Prediction Market in Google Sheet)

description: The PM application was proceeded within Google Sheets, involving a total of four trading contract cycles, with eight available dosage forms: sustained release, delayed release, orodispersible tablet, nasal spray, chewable tablet, thin film, transdermal patch, and powder in a sachet. These dosage forms are derived from literature reviews and input from pharmaceutical industry experts and prescribers. To participate, investors can input the number of contracts or shares they intend to purchase for a specific drug form by locking the corresponding cell. The initial share or contract price is determined by an initial pricing formula, which will be adjusted based on market demand in subsequent rounds. The study comprises a total of four rounds, and investors are encouraged to invest until information becomes saturated.
DOI: 10.6084/m9.figshare.28477793.v1
title: Observed waveform data for the 2025 Mw 7.1 Dingri earthquake, southern Tibet

description: The waveform data used for inverting the 3D crustal and uppermost mantle structure around the 2025 Mw 7.1 Dingri earthquake.
DOI: 10.3535/bfm-3de-1rb
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xjk-615-dm3
title: Neogastropoda Wenz, 1938

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.26188/5df856b657516
title: AbM Tmor-Da Evolution 1: [SA6-6] Sensitivity analysis of parameter no.6 `area for each person at home' of 6sqm (Statistical dataset)

description: Sensitivity Analysis
DOI: 10.3535/e5c-la7-12w
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yf6-zff-xcz
title: †Murchisonia d'Archiac & Verneuil, 1841

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28467393.v2
title: Temnospondyl data from The ecology and geography of temnospondyl recovery after the Permian–Triassic mass extinction

description: Data on morphometric measurements of temnospondyls used in analysis
DOI: 10.3535/5f1-ys3-4w9
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dps-be6-tvg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/39w-zba-by3
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/87r-xq5-lnk
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tq8-6hp-hqv
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27872528.v1
title: CCR2 KO Glioblastoma scRNAseq

description: Preprocessed and annotated scRNA-seq Seurat object of CCR2 KO dataset from mouse glioblastoma immune cells. Cell-type annotations have been preserved from the original study [GSE163120].
DOI: 10.17632/6pxmx8vs5v
title: Data for: Estimating peer effects in an adult training program in Chile

description: This data is used to study the impact of class composition in a training program for Chilean low-skilled adult women.
DOI: 10.3535/6zh-hdv-ky8
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z2j-jwm-nhm
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.5923762.v1
title: Questionnaire Responses - Geospatial Algorithms Survey

description: Responses of a questionnaire from 2016, related to practices of use, storage, development and sharing of geospatial algorithms.<br>
DOI: 10.6084/m9.figshare.7701065.v1
title: World's Fastest Brain-Computer Interface: Combining EEG2Code with Deep Learning

description: <b>1. General description</b>Data was recorded using BCI2000 with g.USBamp (g.tec, Austria) EEG amplifier. 32 electrodes were used. Sampling rate was set to 600 Hz and data was bandpass filtered by the amplifier between 0.1 Hz and 60 Hz using a Chebyshev filter of order 8 and notch-filtered at 50 Hz. Data was stored as MATLAB mat-File.<br><br><b>2. Experimental description</b>The experiment was split in a training phase and a testing phase. During both, the participant had to focus a target which was modulated with fully random stimulation patterns, which were presented with 60 bits per second.For training, the participant had to perform 96 runs for, each with 4 s of stimulation, which means a total of 96*4*60=23040 bits were presented. For testing, the participant also had to perform 96 runs, but with 5 s of stimulation, which results in 96*5*60 = 28800 Bits.<b><br></b><b><br></b><b>3. Variable description</b>The file <b>VP1.mat</b> contains the following variables:- train_data_xcontains the raw EEG data of the training runs split by runs. The matrix has the following dimension: #runs X #channels X #samples- train_data_ycontains the stimulation pattern for each train run, upsampled to be synchronized with the EEG data. The matrix has the following dimension: #runs X #samples- test_data_xcontains the raw EEG data of the test runs split by runs. The matrix has the following dimension: #runs X #channels X #samples- test_data_ycontains the stimulation pattern for each test run, upsampled to be synchronized with the EEG data. The matrix has the following dimension: #runs X #samples<br>The file <b>VP1.hdf5 </b>is the Keras CNN model which was trained during the online experiment.<br>The file <b>EEG2Code.py</b> is a python script which takes the MAT-file as input and outputs the pattern prediction accuracy for each of the test run. It must be noted that the script searches for a Keras model with the file name as the MAT-file (but with hdf5 file extension). If the model exists, it will be loaded, otherwise a new model will be trained.