cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21388383.v1
title: WES data from 286 diffuse gliomas under the 2021 WHO Classification of Tumors of the Central Nervous System

description: The clinical information table of 286 diffuse gliomas patients
DOI: 10.17632/59r8vt4j6w
title: iCLO-dBOG

description: Paisaje sonoro plazas de mercado tradicionales. Contiene la obra sonora iCLO-dBOG y algunos registros sonoros de referencia.
La obra sonora iCLO-dBOG, es el resultado de una investigación centrada en la identidad sonora de las plazas de mercado en Colombia. La obra fue creada por Roberto Cuervo Pulido, profesor asociado del Departamento de Diseño de la Facultad de Arquitectura y Diseño de la Pontificia Universidad Javeriana. Sede Bogotá-Colombia; y por Joaquín Eduardo Llorca Franco, profesor asociado del Departamento de Hábitat de la Facultad de Creación y Hábitat de la Pontificia Universidad Javeriana. Sede Cali-Colombia.
Se enmarca en la investigación-creación como modo de producción artística relacionada con procesos académicos y describe la manera como el material documental obtenido de las grabaciones de campo se usa para la composición de la obra. Mediante una metodología que integra los hallazgos de la investigación con el proceso creativo, se busca expresar la identidad de las plazas en un relato sonoro. Esto implica llevar al oyente desde una escucha referencial, donde se reconocen sonidos típicos de las prácticas comerciales tradicionales, hasta una escucha reducida donde los sonidos cargados de significados causales son intervenidos en vivo desde dos ordenadores y separados de su referente figurativo para resaltar sus cualidades plásticas. La mediación tecnológica desvela las cualidades acústicas de bajo nivel, como la amplitud, frecuencia y timbre, expresando así el metabolismo sonoro que lleva la escucha desde lo referencial hasta el plano meramente estético donde la identidad se expresa desde atributos acústicos profundos. Esta intervención busca transformar la experiencia auditiva del oyente, pasando de una escucha pasiva, donde se reconocen los sonidos y referentes familiares, a una escucha activa que invita al discernimiento estético y a una apreciación más profunda de la identidad acústica de las plazas de mercado.
DOI: 10.6084/m9.figshare.4990982.v2
title: Distribution and Drivers of Global Mangrove Forest Change 1996-2010

description: This study undertook an analysis of 1168 1<sup>o</sup>x1<sup>o</sup> radar mosaic composite images, combining 1996 JERS-1 and 2007 and 2010 ALOS PALSAR mosaic imagery across the geographical range of mangrove forests. The composite imagery was visually interrogated to determine the location and distribution of changes in extent over the period 1996-2010. In addition, these composites were used to establish the perceived drivers of the change in Land Cover and Land Use Change (LCLUC). Validation of the observed changes and their drivers was undertaken through reference to the dense time-series of Landsat optical imagery and high-resolution imagery via Google Earth.The data for this work was made available for use to the Global Mangrove Watch (GMW), an international coalition conceived through JAXA’s Kyoto & Carbon (K&C) Initiative to demonstrate the potential of time-series Japanese L-band Synthetic Aperture Radar (SAR) for characterising, mapping and monitoring mangroves at regional to global scales.Time-series of JERS-1 imagery from 1996 and ALOS PALSAR imagery data from 2007 and 2010 were compiled, in KML format for Google Earth, to generate temporal colour composite (1996, 2007 and 2010 in Red, Green and Blue bands) tiles measuring 1<sup>o</sup>x1<sup>o</sup> in extent at 25 m pixel resolution. Only the HH polarisation channel was used. The total geographical extent of the colour composite dataset was defined using the mangrove map of Giri et al 2011. The tiles were imported into Google Earth for the visual analysis of change visible as colours in the RGB composite images. Each region was manually interpreted to identify evidence of changes in mangrove extent to a predefined set of categories. These categories were selected using reference to the literature on the causes of mangrove forest loss and expert knowledge. The categories of change identified were: 1) Intact, 2) Prior Disturbance, 3) Erosion, 4) Deposition/Regrowth, 5) Aquaculture/Agriculture, 6) Dieback 7) Logging.AcknowledgmentsThe authors are thankful to the Japanese Aerospace Exploration Agency (JAXA) for providing JERS-1/ALOS color composite imagery for this work. The authors are particularly grateful to Mr Takuya Itoh for compiling the dataset and making it available to the project. The Global Mangrove WatchThe Global Mangrove Watch (GMW) is an international science collaboration initiated in 2011 by the Japanese Space Agency. The GMW is part of the Wetlands Theme of the ALOS Kyoto & Carbon Initiative. The GMW homepage is: http://www.eorc.jaxa.jp/ALOS/en/kyoto/mangrovewatch.htm and is on Twitter as @GlobalMangroves.
DOI: 10.6084/m9.figshare.5697700.v1
title: Backscatter electron micrographs of <i>Nectocotis rusmithi</i>

description: Backscatter SEM images of <i>Nectocotis rusmithi </i>Smith 2019
DOI: 10.17632/4jgfwnkzb4
title: Data from: Nasal Glucagon Reverses Insulin-induced Hypoglycemia With Less Rebound Hyperglycemia: Pooled Analysis of Clinical Trials

description: Supplementary data for the analysis of treatment success (defined as an increase in blood glucose to ≥70 mg/dL or an increase of ≥20 mg/dL from nadir within 15 or 30 minutes after receiving glucagon) based on Ademolus Classification of Hypoglycemia.
Data are from the manuscript titled "Nasal Glucagon Reverses Insulin-induced Hypoglycemia With Less Rebound Hyperglycemia: Pooled Analysis of Clinical Trials". The article is accepted for publication by Journal of the Endocrine Society, and the supplementary data were peer reviewed by the journal as part of the review process.
DOI: 10.17632/g6y69g8gwm
title: Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing

description: This dataset contains total fluorescence spectroscopy data (excitation-emission matrices, EEMs) and UV-spectroscopy absorption data of 24 commercial extra virgin olive oils (EVOO) fresh and at different stages of ageing. The ageing was performed at 60°C up to a maximum of 53 days of exposure. The datasets contains the fluorescence characteristics and the UV absorption of all the oils at 10 intermediate ageing steps. The data provided are raw data, without any manipulation or correction. The data are organized in folders, one for each ageing step. For the details of the sample description and data structure please refer to the paper "Dataset of Fluorescence EEM and UV Spectroscopy Data of Olive Oils during Ageing" by the same authors. For any questions please contact Prof. Dr. Francesca Venturini (vent@zhaw.ch).
DOI: 10.6084/m9.figshare.22338010.v2
title: Eucalyptus genes

description: gtf files for all Eucalyptus genomes assembled for this study. Files contin gene cordinates including intron/exons. All genes were Predicted by BRAKER2 using gene homolgy, see publication for details.<br>Species list:Eucalyptus albensEucalyptus ANBG9806169Eucalyptus brandianaEucalyptus caleyiEucalyptus camaldulensisEucalyptus cladocalyxEucalyptus cloezianaEucalyptus coolabahEucalyptus curtisiiEucalyptus dawsoniiEucalyptus decipiensEucalyptus erythrocorysEucalyptus fibrosaEucalyptus globulusEucalyptus grandisEucalyptus guilfoyleiEucalyptus lansdowneanaEucalyptus leucophloiaEucalyptus marginataEucalyptus melliodoraEucalyptus melliodora x Eucalyptus sideroxylonEucalyptus microcorysEucalyptus paniculataEucalyptus paucifloraEucalyptus polyanthemosEucalyptus pumilaEucalyptus regnansEucalyptus shirleyiEucalyptus sideroxylonEucalyptus tenuipesEucalyptus victrixEucalyptus viminalisEucalyptus virgineaAdditional species:Angophora floribundaCorymbia calophyllaCorymbia maculata
DOI: 10.6084/m9.figshare.22679869.v2
title: Απελευθερώσεις Αγριόχοιρων στην Ελλάδα από Κυνηγετικές Οργανώσεις.

description: Απελευθερώσεις αγριόχοιρων από Κυνηγετικές Οργανώσεις (Σύλλογοι, Ομοσπονδίες Συνομοσπονδία) στην Ελλάδα. Το πιο σημαντικό είναι τα στοιχεία των 20 τελευταίων ετών.
DOI: 10.6084/m9.figshare.25270012.v1
title: Data-driven Design of High Pressure Hydride Superconductors using DFT and Deep Learning

description: Data and code associated with "Data-driven Design of High Pressure Hydride Superconductors using DFT and Deep Learning" by Daniel Wines and Kamal Choudhary, https://arxiv.org/abs/2312.12694raw-dft-hydride.tar.gz: Contains all of the raw DFT calculations reported in this study and used to train the ALIGNN modelalignn_hydride.tar.gz: Contains all relevant code and data for training both ALIGNN models presented in this work, one ALIGNN model trained only on hydride data and one trained on hydride+bulk JARVIS superconductor data (pretrained model from https://www.nature.com/articles/s41524-022-00933-1). The best pretrained models are provided for future use.ALIGNN_FF_hydride.ipynb: A notebook that uses ALIGNN-FF and ASE FIRE optimizer to optimize structures under pressure and predict Tc of the relaxed structures with the ALIGNN Tc models.phasediagram.tar.gz: Code and formation/total energy data (in eV/atom) to compute phase diagrams for selected systems.
DOI: 10.6084/m9.figshare.25298734.v1
title: Agr typing

description: <i>Agr </i>typing of 98 CA-MRSA isolates was done using <i>agrvate</i> v1.0.2 also included in <i>staph-typer</i> subworkflow.
DOI: 10.6084/m9.figshare.25414222.v1
title: TRENDY data for "Refinement of Gross Primary ProductivityFuture Projections in Global Drylands Using a"Space-for-Time" Method"

description: TRENDY data for "Refinement of Gross Primary ProductivityFuture Projections in Global Drylands Using a"Space-for-Time" Method"
DOI: 10.6084/m9.figshare.26084731.v1
title: Supplementary Data for the manuscript titled, "Orthoptera-specific target enrichment (OR-TE) probes resolve relationships over broad phylogenetic scales"

description: This dataset includes raw and processed data for developing Orthoptera-specific target enrichment probe set. Specifically, it contains assembled transcriptomes, phylogenetic datasets exploring phylogenetic information contents in various genes, OR-TE probe sequences, phylogenetic datasets consisting of target-captured data, as well as the scripts for phylogenomic analysis.
DOI: 10.6084/m9.figshare.29109098.v1
title: SA1_diff_2

description: NU1 cells Chipseq data
DOI: 10.17632/6ng3ypkyzr
title: Data2MV - A User Behaviour Dataset for Multi-View Scenarios

description: Identified as a necessity for SmoothMV, an head-tracking based multi-view solution developed at INESC TEC in Portugal, gaze data of users when visioning multi-view content was collected, processed and stored as dataset. The proposed dataset will be used as training data for future endeavours from SmoothMV, namely view prediction associated with user interests. Tracking data from head movement was obtained from 45 participants using an Intel Realsense F200 camera during viewing experiments with 7 different video playlists, each being viewed at least 17 times. This data set was made publicly available to the research community, contributing to reducing the current scarcity of such type of data. For storage optimization, saliency maps were subjected to image compression. Instructions for access to original saliency data are also provided. In addition, complementary tools for anyone to generate scatter plots and saliency maps from obtained data are provided.
DOI: 10.6084/m9.figshare.19945318.v1
title: Exergy and emergy: complementary tools for assessing the environmental sustainability use of biosolids generated in wastewater-treatment plant for energy-production

description: Taking advantage of the energy contained in the biosolids generated in a wastewater treatment plant (WWTP) is one of the processes of greatest interest due to the opportunity to obtain an energy resources from a waste. The aim of this research was to analyze the environmental sustainability use of biosolids generated in a wastewater-treatment plant for energy-production by fluidized-bed gasification under exergy analysis. The energy-production system was based on previous studies of sustainable-emergy alternatives using biosolids. Sustainability of the process was evaluated by identifying stages in the energy-production system (from drying application to electricity generation) where it is possible to reduce useful energy losses as well as identifying the value of waste streams within the system through exergy analysis. It was illustrated the destroyed exergy and the efficiency by stage and by product in order to assess the effects of inefficiencies in the process sustainability. The mixture of biosolids with coal was identified as a highly sustainable stage of the process, as it presents the highest index of exergy sustainability (0.99), in contrast to the stages of energy-transformation (turbine) and gas-cleaning, which efficiencies are 0.17 and 0.4, respectively. Energy-transformation and gas-cleaning stages are of interest in terms of an improved energy recovery process, making it more efficient by applying new technologies and/or using the waste streams that have high energy potentials.
DOI: 10.17632/5wz2xwsc9s
title: Cosmogenic radiosulfur tracking of solar activity and the strong and long-lasting El Nino events

description: Data of "Cosmogenic radiosulfur tracking of solar activity and the strong and long-lasting El Nino events" published in PNAS.
DOI: 10.6084/m9.figshare.24243778.v2
title: Representation of Syrian and Ukrainian Refugees in the Media A Critical Analysis of the Discourse of the News

description: Internal conflicts and wars in Syria and Ukraine have led to huge amount of migration. Türkiye is one of the countries, which has been mostly migrated to. This study investigates (a) the way Syrian and Ukrainian asylum-seekers are represented in differently positioned newspapers in terms of ideology and (b) whether there is a difference between the discourses of the news depending on the country. The sample of this study is comprised of Sabah, Hürriyet and Sözcü newspapers. News about Syrian and Ukrainian refugees which took place between 1st March-1st May 2022 in the websites of the newspapers constitute the data of the studyThe data were comparatively analyzed in terms of representation, ideology, other and discourse after being coded with the help of Maxquda package program. As a result, in the analysis conducted in five different categories, it was found that all three newspapers covered the events related to Ukrainian and Syrian asylum-seekers with different discourses and perspectives. And it was also specified that there are differences in terms of the meanings constructed by the media’s discourses of the news and the representations of the refugee groups, which is the subject of this study.
DOI: 10.17632/tfcwp8bp5j
title: Two-target cycling task, primate motor cortex

description: This dataset contains single-unit electrophysiology data from two rhesus macaque monkeys during the performance of a two-target cycling task first described in Russo et al Neuron 2018. For more information about data collection and preprocessing see Russo et al Neuron 2018 and Russo et al Neuron 2020. For use examples and more example kinematics from the task, see the following GitHub repositories: • https://github.com/aarusso/trajectory-tangling • https://github.com/aarusso/trajectory-divergence Each dataset (one for each monkey) contains muscle activity (EMG), neural activity recorded from primary motor cortex and dorsal premotor cortex (M1), and neural activity recorded from the supplementary motor area (SMA). The dataset is organized as a MATLAB struct with the following fields: • .xA: mean-centered and normalized, trial-averaged responses for primary motor cortical neurons in a TC x N matrix, where N corresponds to the number of neurons, and TC corresponds to timepoints concatenated across all conditions. • .xA_raw: as for .xA but before normalization and mean-centering. • .xA_sem: corresponds to the standard error of the mean for the data in .xA_raw before trial-averaging. • xNames: unique name identifier for each neuron Analogous fields pertain to the SMA (‘.uA’) and EMG (‘.zA’) data. All data were recorded at 1kHz. The fields .vA and .pA contain example hand velocity (vertical and horizontal hand velocity) and example hand position (vertical and horizontal hand position) for 4 example sessions. The datasets also contain a field .mask which is a structure containing information about the TC dimension in all aforementioned fields: • .condNum: a TC x 1 vector containing the numeric identifier (1-20, for each of the 20 conditions) corresponding to that element of the TC dimension across all fields. • .time: a TC x 1 vector corresponding to time in seconds within each condition with respect to movement onset. • .dist: a TC x 1 vector corresponding to the pedaling distance. May be 7 (7-cycles), 4 (4-cycles), 2, 1, 0.5. • .dir: a TC x 1 vector corresponding to the pedaling direction. May be 1 (forward pedaling) or -1 (backward pedaling). • .pos: a TC x 1 vector corresponding to the starting position. May be 0 (bottom-start) or 0.5 (top-start). To ensure proper use of the data, please review the method sections of Russo et al 2018 and review demos provided in the GitHub repositories linked at the top of this document.
DOI: 10.6084/m9.figshare.13072151.v1
title: Extended data workbook 5 PD, narcolepsy and IR risk factors genes.xlsx

description: Parkinson's disease, narcolepsy and Insulin resistance risk factors genes
DOI: 10.6084/m9.figshare.1424616.v1
title: Phase equilibria, binary sulfuric acid - water system at 1 bar

description: Compilation of literature data on solid-liquid equilibria (stable and metastable) in the sulfuric acid - water binary system at 1 bar. Includes tabulated data, fitted liquidus and solidus lines and a range of graphical plots.
DOI: 10.6084/m9.figshare.14863581.v1
title: Dataset of Blood Perfusion and EGG after Drinking Saline at Different Temperatures

description: A total of 60 subjects were
recruited for this study, and all subjects
completed all measurements. Subjects were randomly divided into a 4 °C group,
10 °C group and 30 °C group. For every subject, skin blood perfusion of bilateral Zusanli acupoints
(ST 36) was recorded simultaneously before and after drinking 500 ml of 0.9% saline using a PeriFlux
System 5000.
The
electrogastrogram (EGG) was
also monitored.
DOI: 10.6084/m9.figshare.23954781.v1
title: Alignment of all Onchocerca volvulus RNA Virus 1 and Onchocerca ochengi RNA Virus 1 sequences

description: This file contains five sequences in fasta format. The five sequences are viral genomes for different strains of Onchocerca volvulus RNA Virus 1, and Onchocerca ochengi RNA Virus 1, described in the project-associated manuscript. Sequences were aligned using the online implementation of MAFFT, with alignment algorithm FFT-NS-2.
DOI: 10.6084/m9.figshare.5357587.v1
title: A tree ring based summer precipitation reconstruction for eastern Finland (1550 AD to 1993 AD)

description: A tree ring based summer precipitation reconstruction for eastern Finland (1550 AD to 1993 AD), developed for the article: Aakala et al. Multiscale variation in drought controlled historical forest fire activity in the boreal forests of eastern Fennoscandia. Ecological Monographs (in press). <br>
DOI: 10.6084/m9.figshare.15134877.v1
title: SEARCH STRATEGY EXTENDED DATA

description: <b>This is a SEARCH STRATEGY EXTENDED DATA included in:</b> <b> </b> <b>Influence of electrical stimulation on peripheral nerve regeneration: a protocol for a systematic review</b><b><br></b><b>Enilton Mattos, Mateus dos Santos Viana, Alex Guedes, Abrahão Fontes Baptista</b> <b> </b> <br><b></b>
DOI: 10.6084/m9.figshare.21565149.v1
title: 5-km gridded datasets of precipitation and minimum and maximum temperatures for Bangladesh, Nepal and Pakistan

description: 5-km gridded datasets of monthly precipitation and minimum and maximum temperatures obtained by merging observed meteorological stations from 1981 to 2016 of Pakistan, Bangladesh, and Nepal, and ERA5 reanalysis. <strong>File descriptions</strong>: Monthly data of precipitation (PREC_XX_monmean_daily.nc) and minimum (TMIN_XX_monmean.nc) and maximum (TMAX_XX_monmean.nc) temperatures, being XX the country initials: BAN, NEP or PAK <br> Station observations merged with ERA5 reanalysis <br> Grid resolution: 5 km<br> Period: 1981 - 2016<br>
DOI: 10.6084/m9.figshare.25057889.v3
title: Using LiDAR Data to Discover Abandoned Oil Waste Pools in the Northern Ecuadorian Amazon: linking Community-Based Monitoring and Object and Semantic Segmentation Deep Learning Approaches

description: Data sets contain:<b>Sample sites</b> Pool Location in (shp)<b>Object Detection Models (OD)</b>BlendConvex_OD<b>N°Pool</b>BlendSlope_OD<b>N°Pool</b><b>Pixel Segmentation Models (PS)</b>SL<b>N°Pool</b>_LRPC<b>N°Pool</b>_LR<b>Statistics</b>Graphs_LossAccuracy (script R)Results_Tensorboard (xlsx data set used inside the script)<b>Results</b>Predicted BBOX P.Convexity-DTM132_020.shp (OD)Predicted BBOX P.Convexity-DTM522_017.shp (OD)Predicted OilPool Slope-DTM132_020.shp (PS)Predicted OilPool Slope-DTM522_017.shp (PS)
DOI: 10.6084/m9.figshare.27223831.v1
title: Supplementary Material from Energy barriers govern catheter herniation during endovascular procedures: a 2.5D vascular flow model analysis

description: Supplementary Files - CAD Model.zip
DOI: 10.6084/m9.figshare.27301629.v1
title: An EEG-EMG Dataset from a Standardized Reaching Task for Biomarker Research in Upper Limb Assessment

description: This work introduces a bimodal dataset designed to explore electrophysiological biomarkers for assessing assistive technologies in neurorehabilitation. Data were collected from 40 healthy participants performing 10 repetitions of three standardized reaching tasks assisted by an upper-limb exoskeleton. To standardize and simulate natural upper-limb movements relevant to daily activities, a custom-designed touch panel was used. High-density EEG (hd-EEG) and surface EMG (sEMG) were recorded to capture neuromechanical responses.
The dataset adheres to Brain Imaging Data Structure (BIDS) standard, in alignment with FAIR principles. We provide subject-level analyses of event-related spectral perturbation (ERSP), inter-trial coherence (ITC), and event-related synchronization/desynchronization (ERS/ERD) for EEG, along with time- and frequency-domain decomposition for EMG.
Beyond evaluating assistive technologies, this dataset can be used for biosignal processing research, particularly for artifact removal and denoising techniques. It is also valuable for machine learning-based feature extraction, classification, and studying neuromechanical modulations during goal-oriented movements. Additionally, it can support research on human-robot interaction in non-clinical settings, hybrid brain-computer interfaces (BCIs) for robotic control and biomechanical modeling of upper-limb movements.
DOI: 10.6084/m9.figshare.722896.v1
title: HOWTO do a minimal Cygwin installation

description: A short HOWTO on installing Cygwin, a UNIX-like environment, on a Windows machine.