cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7233907
title: Olive orchard stress assessment with supplementary Sentinel-2 data

description: This file contains ground truthing data from olive orchards in Halkidiki, N.Greece and Sentinel-2 data for the noted samples. The samples collected for ground truthing are polygons inside the borders of olive orchards in Halkidiki. Polygons or Sampling units contain information associated with biotic and abiotic stress-related assessments carried out by visual inspection and laboratory analysis of samples with ongoing symptoms. Assessments were recorded as percentages of symptoms observed in the total vegetation surface present in each sampling unit. Symptom percentages were attributed to three possible classes: Verticillium dahliae, Spilocaea oleaginea, Unidentified Stress Factors. These percentage values were used to characterize healthy trees and the incidence of V. dahliae, S. oleaginea and unidentified stress factors (USF) in the sample. USF was used for all other non-classified surveyed symptoms attributed to diseases, pests, or abiotic-related damage. Percentages were summed to compute the total stress present in each sampling unit. “Total stress” refers to the stress incidence value used together with different thresholds to create binary labels for each sample of “stressed” or “not stressed”. The polygon geographical information for each sample were recorded and stored in shapefile format using SW maps, a mobile mapping and GIS app. Sentinel-2 data was paired with each sample using the Feature Info Service (FIS) available from sentinel hub, now upgraded into the Statistical API tool ( & ). This API enables acquisition of statistics calculated based on satellite imagery without having to download images. In the Statistical API request the area of interest, time period, evalscript and statistical measures of interest can be calculated. The requested statistics are returned in the API response. Statistical API deployments: https://creodias.sentinel-hub.com/api/v1/statistics https://services.sentinel-hub.com/api/v1/statistics https://services-uswest2.sentinel-hub.com/api/v1/statistics
DOI: 10.5522/04/20223963
title: High-cardinality Geometrically Shaped Constellation for the AWGN channel and optical fibre channel

description: Optimised constellation for the paper High-Cardinality Geometrical Constellation Shaping for the Nonlinear Fibre Channel. Each file is a constellation optimised for the SNR in dB mentioned in the filename, containing the coordinates of the constellation points as comma-separated values. Each column represents a dimension and each row is a separate constellation point. The bit labels for the generalised mutual information (GMI) are implied and follow natural mapping, the first row is 0,..,0,0 the second 0,...0,1 the third 0,..,1,0 the fourth 0,...,1,1 etc and the last 1,...,1,1. The file named gmi.txt is the GMI for the resulting constellations.
DOI: 10.5522/04/20223963.v1
title: High-cardinality Geometrically Shaped Constellation for the AWGN channel and optical fibre channel

description: Optimised constellation for the paper High-Cardinality Geometrical Constellation Shaping for the Nonlinear Fibre Channel. Each file is a constellation optimised for the SNR in dB mentioned in the filename, containing the coordinates of the constellation points as comma-separated values. Each column represents a dimension and each row is a separate constellation point. The bit labels for the generalised mutual information (GMI) are implied and follow natural mapping, the first row is 0,..,0,0 the second 0,...0,1 the third 0,..,1,0 the fourth 0,...,1,1 etc and the last 1,...,1,1. The file named gmi.txt is the GMI for the resulting constellations.
DOI: 10.15124/04a01ef8-f5aa-4f78-8db1-9c02e3945e69
title: Synthesis of Enantiopure Piperazines via Asymmetric Lithiation-Trapping of N-Boc Piperazines: Unexpected Role of the Electrophile and Distal N-Substituent Dataset
DOI: 10.15124/aac407ae-9fd5-4003-b91e-416ea1df99da
title: Dataset for paper 'Assessing the potential of surface-immobilized molecular logic machines for integration with solid state technology'
DOI: 10.5281/zenodo.7226473
title: iNaturalist dataset for the atlantic forest

description: This is a dataset of the iNaturalist platform based on the limits of the atlantic forest. Data accessed at 17 august 2022.
DOI: 10.5281/zenodo.7226472
title: iNaturalist dataset for the atlantic forest

description: This is a dataset of the iNaturalist platform based on the limits of the atlantic forest. Data accessed at 17 august 2022.
DOI: 10.5281/zenodo.7234304
title: iNaturalist dataset for the atlantic forest

description: This is a dataset of the iNaturalist platform based on the limits of the atlantic forest. Data accessed at 17 august 2022.
DOI: 10.15124/d7a13911-41dd-4e99-983f-1e62430c9ef4
title: Performance assessment of long-legged tightly-baffled divertor geometries in the ARC reactor concept

description: Data required to reproduce simulations
DOI: 10.15124/419d378a-764c-4a25-a064-8a1a7622d4d8
title: Hyperpolarised 1H-13C benchtop NMR spectroscopy

description: Benchtop 1D and 2D NMR data associated with the journal article of the same name published in Applied Sciences in 2019.
DOI: 10.15124/848426df-5db9-4471-9a12-0906011765b6
title: A Large-Scale Compendium of RMA Processed Human Microarray Data

description: An RMA-processed matrix of human microarray expression data consisting of 24,029 individual chips. The dataset is almost 10GB in size. © Alastair Droop, Leo Caves and Norman Maitland. Made available by the University of York under the terms of a Creative Commons Attribution-Non-Commercial-Share Alike Licence. http://creativecommons.org/licenses/by-nc-sa/2.0/uk/
DOI: 10.15124/97b5c373-e7ee-4975-b82f-7147be59d197
title: Data used for modelling glycan processing in the Golgi

description: MS. imaging and western data for paper published in Cell Reports: Fisher et al 2019
DOI: 10.15124/64d80432-9929-4b74-bcb7-8e3226ec03ce
title: BioLogicTool: Excel spreadsheet of tool linked to the publication "BioLogicTool: A Simple Visual Tool for Assisting in the Logical Selection of Pathways from Biomass to Products"

description: An Excel spreadsheet that contains a user friendly version of the BioLogicTool, allowing users to create their own BioLogicTool plots and to calculate Total Pathway Lengths (cumulative vectors) and BioLogicTool scores. This Dataset will be embargoed until the associated paper is published.
DOI: 10.15124/bbafb6fb-d40a-45ae-81c2-9bebe43249b2
title: Using coligands to gain mechanistic insight into iridium complexes hyperpolarized with para-hydrogen

description: NMR Data
DOI: 10.15124/77f5bfd2-2349-4513-be78-bc1c57f3d477
title: AEG Box Test Suite: a modular test suite for validation of electromagnetic solvers

description: The Applied Electromagnetics Group (AEG) box test suite, aegboxts, is a suite of validation test cases for computational electromagnetics (CEM) simulation tools. The test-cases were designed with to be representative of typical Electromagnetic Compatibility (EMC) applications and are therefore of particular utility for validating tools for use in this application area. The test suite was primarily developed in the Department of Electronics at the University of York and has been used and developed in a number of large research programmes
DOI: 10.15124/11a9fc47-0983-406c-94d8-6cd7d79822a8
title: Dataset for Average Absorption Cross-Section of the Human Body Measured at 1-12 GHz in a Reverberant Chamber: Results of a human volunteer study

description: The electromagnetic absorption cross-section (ACS) averaged over polarization and angle-of-incidence of 60 ungrounded adult subjects was measured at microwave frequencies of 1–12 GHz in a reverberation chamber. Average ACS is important in non-ionizing dosimetry and exposure studies, and is closely related to the whole-body averaged specific absorption rate (WBSAR). The average ACS was measured with a statistical uncertainty of less than 3% and high frequency resolution for individuals with a range of body shapes and sizes allowing the statistical distribution of WBSAR over a real population with individual internal and external morphologies to be determined. The average ACS of all subjects was found to vary from 0.15 to 0.4 m2; for an individual subject it falls with frequency over 1–6 GHz, and then rises slowly over the 6–12 GHz range in which few other studies have been conducted. Average ACS and WBSAR are then used as a surrogate for worst-case ACS/WBSAR, in order to study their variability across a real population compared to literature results from simulations using numerical phantoms with a limited range of anatomies. Correlations with body morphological parameters such as height, mass and waist circumference have been investigated: the strongest correlation is with body surface area (BSA) at all frequencies above 1 GHz, however direct proportionality to BSA is not established until above 5 GHz. When the average ACS is normalized to the BSA, the resulting absorption efficiency shows a negative correlation with the estimated thickness of subcutaneous body fat. Surrogate models and statistical analysis of the measurement data are presented and compared to similar models from the literature. The overall dispersion of measured average WBSAR of the sample of the UK population studied is consistent with the dispersion of simulated worst-case WBSAR across multiple numerical phantom families. The statistical results obtained allow the calibration of human exposure assessments made with particular phantoms to a population with a range of individual morphologies.
DOI: 10.15124/723cd7c0-dbeb-4ad1-9e5d-93639db9b38c
title: Reaction monitoring using SABRE-hyperpolarized benchtop (1 T) NMR spectroscopy
DOI: 10.15124/68cefa38-578d-4979-a5dd-24a4062172f6
title: Modelling radio-frequency plasma cleaning of fusion optics

description: Data for the paper "Modelling radio-frequency plasma cleaning of fusion optics", published in Plasma Physics and Controlled Fusion.
DOI: 10.15124/241cb5ed-9827-47c0-aee5-9a97e40a5409
title: Pharmacokinetics of the SABRE agent 4,6-d2-Nicotinamide and also Nicotinamide in rats following oral and intravenous administration

description: Concentration data and full calculated PK parameters associated with this study. (This data was embargoed pending publication of the version of record of the associated research paper).
DOI: 10.5523/bris.3bo7kz80s21fy2oknckvi8xq18
title: Development and evaluation of low-volume tests to detect and characterize antibodies to SARS-CoV-2

description: Data files to allow the reproduction of analyses in the publication by Halliday et al, Frontiers in Immunology (2022) with the same title.
DOI: 10.5519/qd.8oesk389
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2668 records)
DOI: 10.6084/m9.figshare.21378774
title: Phoenix theophrasti chorology

description: Distribution map of <em>Phoenix theophrasti</em>. <br> These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br> Please cite as: Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br> Additional information and used references are on 'supplementary materials' document: https://doi.org/10.6084/m9.figshare.5091901 <br> Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.20161070
title: Salix eleagnos chorology

description: Distribution map of <em>Salix eleagnos</em>. <br> <br> <br> These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. <br> The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br> Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br> <br> <br> Please cite as: <br> Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br> <br> <br> Additional information and used references are on 'supplementary materials' document: <br> https://doi.org/10.6084/m9.figshare.5091901 <br> <br> <br> Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.20161070.v1
title: Salix eleagnos chorology

description: Distribution map of <em>Salix eleagnos</em>. <br> <br> <br> These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. <br> The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br> Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br> <br> <br> Please cite as: <br> Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br> <br> <br> Additional information and used references are on 'supplementary materials' document: <br> https://doi.org/10.6084/m9.figshare.5091901 <br> <br> <br> Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.21378732
title: Military Google Form-Data.xlsx

description: These data are the data of Turkish Law Enforcement Forces students.
DOI: 10.6084/m9.figshare.21378732.v1
title: Military Google Form-Data.xlsx

description: These data are the data of Turkish Law Enforcement Forces students.
DOI: 10.5281/zenodo.7230148
title: PCEDNet - Replicability material

description: Material required to replicate the paper: Chems-Eddine Himeur, Thibault Lejemble, Thomas Pellegrini, Mathias Paulin, Loic Barthe, and Nicolas Mellado. 2021. <br> PCEDNet: A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds. <br> ACM Trans. Graph. 41, 1, Article 10 (February 2022), 21 pages. <br> DOI:https://doi.org/10.1145/3481804 Includes the following files: networks.zip: pre-trained networks, default.zip: dataset provided by the authors, including Ground Truth labels (see paper for more details) abc.zip: dataset generated from the ABC dataset, including Ground Truth labels (see paper for more details) point-clouds.zip: point-clouds without Ground Truth (see paper for more details)
description: Website: https://storm-irit.github.io/pcednet-supp/
DOI: 10.5281/zenodo.7230147
title: PCEDNet - Replicability material

description: Material required to replicate the paper: Chems-Eddine Himeur, Thibault Lejemble, Thomas Pellegrini, Mathias Paulin, Loic Barthe, and Nicolas Mellado. 2021. <br> PCEDNet: A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds. <br> ACM Trans. Graph. 41, 1, Article 10 (February 2022), 21 pages. <br> DOI:https://doi.org/10.1145/3481804 Includes the following files: networks.zip: pre-trained networks, default.zip: dataset provided by the authors, including Ground Truth labels (see paper for more details) abc.zip: dataset generated from the ABC dataset, including Ground Truth labels (see paper for more details) point-clouds.zip: point-clouds without Ground Truth (see paper for more details)
description: Website: https://storm-irit.github.io/pcednet-supp/
DOI: 10.6084/m9.figshare.21378864
title: Where is the research about stepmothers? A scoping review

description: Developments in remarriage and divorce have led to an influx of research on stepfamilies. However, previous studies show that the experiences of stepmothers are underreported. Therefore, a scoping review of current available academic literature (2012-2022) on stepmother experiences was conducted to identify the way forward for future research. A sample of 11 articles indicate that stepmother research is mainly WEIRD and qualitative. Stepmothers reportedly experience ambivalent emotions which they may deal with silently, whilst navigating ambiguous stepmother roles with possibly limited support or acknowledgement under the wicked stepmother stereotype. Gaps in research and further research opportunities are identified.
DOI: 10.34740/kaggle/dsv/4364993
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.7233722
title: NMR and HRMS raw data for "Metabolite annotation from knowns to unknowns through knowledge-guided multi-layer metabolic networking"

description: Raw NMR data and HRMS data for synthesized compounds
DOI: 10.5281/zenodo.7233721
title: NMR and HRMS raw data for "Metabolite annotation from knowns to unknowns through knowledge-guided multi-layer metabolic networking"

description: Raw NMR data and HRMS data for synthesized compounds
DOI: 10.5281/zenodo.7234390
title: nisaetus_alboniger_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7234389
title: nisaetus_alboniger_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.6084/m9.figshare.21378876
title: Large shifts of niche and range in the golden apple snail

description: <strong>Large shifts of niche and range in the golden apple snail</strong>
DOI: 10.34740/kaggle/dsv/4365013
title: 2021 World Population (updated daily)
DOI: 10.25405/data.ncl.21333063.v1
title: Paediatric COS ICF Coding Updated 2022-08

description: Data set for an article by Harbottle et al, <em><strong>Identifying common health indicators from paediatric core outcome sets: a systematic review with narrative synthesis using the WHO International Classification of Functioning, Health and Disability, </strong></em>accepted for publication in BMJ Paediatrics Open. This is the final, updated, coding following an update of the searches for the resubmission.
DOI: 10.6084/m9.figshare.21369897.v1
title: Gating interactions steer loop conformational changes in the active site of the L1 metallo-β-lactamase

description: The analysis jupyter-notebook and the state model files are attached.
DOI: 10.5281/zenodo.7234399
title: Dataset for the paper "Ground-truth Free Evaluation of HTR on Old French and Latin Medieval Literary Manuscripts"

description: This dataset was used in the context of the article <em>Ground-truth Free Evaluation of HTR on Old French and Latin Medieval Literary Manuscripts</em>, at the Computational Humanities Research 2022 conference. Predictions.zip contains the XML ALTO for the HTR and Segmentation prediction of around 10 pages of 1900 manuscripts from the Bibliothèque nationale de France. Varying ground truth contains the original training material for training a classifier for CER classification (see the article). The ManuscriptsIIIF.csv contains metadata about the manuscripts. This work was funded by the DIM MAP under the CREMMALab funding.
DOI: 10.5281/zenodo.7234398
title: Dataset for the paper "Ground-truth Free Evaluation of HTR on Old French and Latin Medieval Literary Manuscripts"

description: This dataset was used in the context of the article <em>Ground-truth Free Evaluation of HTR on Old French and Latin Medieval Literary Manuscripts</em>, at the Computational Humanities Research 2022 conference. Predictions.zip contains the XML ALTO for the HTR and Segmentation prediction of around 10 pages of 1900 manuscripts from the Bibliothèque nationale de France. Varying ground truth contains the original training material for training a classifier for CER classification (see the article). The ManuscriptsIIIF.csv contains metadata about the manuscripts. This work was funded by the DIM MAP under the CREMMALab funding.
DOI: 10.6084/m9.figshare.21378744.v1
title: 3um polystyrene bead & red blood cell datasets

description: We shared a part of 3um polystyrene bead and red blood cell datasets used in the study "<strong>Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data</strong>". <br> The whole datasets are available from the corresponding author upon reasonable request.
DOI: 10.5281/zenodo.7234274
title: Data for "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs"

description: This archive contains mapping benchmark tables and haplotype-specific expression estimates from the paper "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs".
DOI: 10.5281/zenodo.7234275
title: Data for "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs"

description: This archive contains mapping benchmark tables and haplotype-specific expression estimates from the paper "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs".
DOI: 10.5281/zenodo.7234454
title: Data for "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs"

description: This archive contains mapping benchmark tables and haplotype-specific expression estimates from the paper "Haplotype-aware pantranscriptome analyses using spliced pangenome graphs".
DOI: 10.5519/qd.upgn4kop
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)