cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.819997.v1
title: Vertebrate motif clusters

description: This file contains clustered motifs from three sources: - JASPAR (Portales-Casamar et al. 2009) - UniPROBE (Newburger and Bulyk, 2009) - high-throughput SELEX (Jolma et al. 2013) Motifs were clustered using GimmeMotifs with 0.9999 as threshold.
DOI: 10.17632/c7bffdv7yb
title: The JRC ZERO∇CELL design documentation

description: The JRC ZERO∇CELL is a single cell testing hardware for PEM fuel cells membrane performance and durability 
examination, developed by the Joint Research Centre of the European Commission. The design documentation of 
the JRC ZERO∇CELL is available for the stakeholders under CERN-OHL-W v2 license. 

The JRC ZERO∇CELL testing hardware is designed to allow a reliable inter-comparison of test results between 
different test centres. It aims at operating conditions as far as possible uniform across the MEA active area. 
This is done by minimising the contribution of the specific hardware setup features on the experimental results. 
The condition to achieve this is a uniform distribution of all relevant physical quantities of reactant species, 
such as flow velocity, pressure, temperature and species concentration. Also, it is important that the compression 
of the MEA to be tested is well controlled during the whole performance/durability test.

The criteria met by the JRC ZERO∇CELL are the following:
 — 10 cm2 active area.
 — straight parallel gas channels representative for automotive fuel cell flow fields.
 — stoichiometric and constant gas flow regimes of humidified reactants (air and H2). 
 — co-flow as well as counter-flow of reactants. 
 — At 4.0 A.cm-2 current density steady operation:
   ● laminar flow regime (Reynolds number, Re<1,000).
   ● reactant pressure drop across active area (anode and cathode) less than 10.0 kPa.
   ● temperature variation ±1.0 degC across the active area.
   ● The average change (integrated over the surface perpendicular to the gas flow) of gas composition 
     less than 10% difference between inlet and outlet for both reactants.

Uniform inlet conditions are assumed for all gas channels regarding: 
 — pressure,
 — mass flow rate,
 — gas composition and
 — temperature.

This work was partially funded by the Fuel Cells and Hydrogen 2 Joint Undertaking (FCH2JU) receiving support 
from the European Union’s Horizon 2020 research and innovation programme. The FCH2JU may use this hardware as 
a tool to measure programme progress made on MEA performance and durability.

All modifications should be communicated to:
Tomasz.Bednarek@ec.europa.eu
Thomas.Malkow@ec.europa.eu
Darina.Blageova@ec.europa.eu

This source describes Open Hardware and is licensed under the CERN-OHL-W v2. You may redistribute and modify 
this documentation and make products using it under the terms of the CERN-OHL-W v2 (https://cern.ch/cern-ohl). 
This documentation is distributed WITHOUT ANY EXPRESS OR IMPLIED WARRANTY, INCLUDING OF 
MERCHANTABILITY, SATISFACTORY QUALITY AND FITNESS FOR A PARTICULAR PURPOSE. 
Please see the CERN-OHL-W v2 for applicable conditions (https://ohwr.org/cern_ohl_w_v2.pdf).

Copyright European Union (2017-2021).
DOI: 10.6084/m9.figshare.26527432.v1
title: Mediation paths.xlsx

description: This dataset includes the coefficient, lower limit confidence interval (LLCI), upper limit confidence internal (ULCI), and p-value for all the pathways in the study.
DOI: 10.6084/m9.figshare.29134904.v4
title: <b>Study on the Influence Mechanism of Consumption Behavior in Digital Cultural Tourism Complexes in Hangzhou </b><b>—</b><b> An Empirical Analysis of TAM Based on S-O-R Framework</b>

description: Data for "<b>Study on the Influence Mechanism of Consumption Behavior in Digital Cultural Tourism Complexes in Hangzhou </b><b>—</b><b> An Empirical Analysis of TAM Based on S-O-R Framework</b>"
DOI: 10.6084/m9.figshare.21070072.v1
title: Narimanov, N., Bauer, T., Bonte, D., Fahse, L., & Entling, M.H. (2022). Accelerated invasion through the evolution of dispersal behavior. Global Ecology and Biogeography.

description: Dataset of the study: "Accelerated invasion through the evolution of dispersal behavior" in <em><strong>Global Ecology and Biogeography</strong></em>
DOI: 10.6084/m9.figshare.23993457.v1
title: Hydrological data simulated for the Three-River Headwater Region under SSP245 and SSP585 using GCMs' ensemble mean.

description: This data is created by the simulation of HEC-HMS model under SSP245 and SSP585. It includes streamflow, surface flow （direct flow）, baseflow, soil moisture content, snowmelt water, terrestrial water storage etc. The dataset is available in the form of DSS format and can be open by HEC-DSSvalu software.
DOI: 10.6084/m9.figshare.24847548.v1
title: Data associated with "<b>Ontogenetic shifts in body form in the bull shark</b><b> </b><b><i>Carcharhinus leucas</i></b>"

description: Full log-transformed dataset from the article "<b>Ontogenetic shifts in body form in the bull shark</b><b> </b><b><i>Carcharhinus leucas</i></b>". Please see the published article for details of the data collection and subsequent analysis.
DOI: 10.6084/m9.figshare.27144009.v1
title: Identification of tauopathy-associated lipid signatures in Alzheimer’s disease mouse brain using label-free chemical imaging (Raw data)

description: Identification of tauopathy-associated lipid signatures in Alzheimer’s disease mouse brain using label-free chemical imaging (Raw data)
DOI: 10.6084/m9.figshare.27969354.v1
title: Data for "A distorted-wave approach to the elastic scattering of twisted electrons"

description: Data presented in "A distorted-wave approach to the elastic scattering of twisted electrons". Preprint available at: https://arxiv.org/abs/2411.14558
DOI: 10.17632/5ycsnc7ypg
title: Soil and water characteristics in a hypersaline playa lake developing highly reducing conditions plus field photographs

description: These data belong to the research project AQUASALT, EraNET that in Spain has been supported by grant PCI2018-09299 funded by MCIN/AEI/10.13039/50110 0 011033 and co-funded by the European Union. The data corresponds to the Spanish study area, the Salineta inland saline wetland (41°28'55.34"N, 0° 9'23.59"W) located 60 km far from Zaragoza city, in one of the most arid areas of the Central Ebro Basin, NE Spain. In this project we studied the redox conditions of the hypersaline soils in Salineta playa-lake, which are subjected to intermittent flooding, along a period of 17 months, in 2019 and 2020.
The dataset includes two Excel spreadsheets with the soil and water characteristics from samples obtained during wet (April) and dry (September) seasons in 2019, and at the end of the experiment, July 2020. The sampling was designed to characterize the soil and water in the context of the study of soil redox conditions using IRIS (Indicators of Reducing of Soils) devices. The selected sampling locations represent a gradient of water within the playa-lake: bare soil very frequently flooded (SAL-1); bare soil often flooded (SAL-2); and the plot colonized by annual and perennial halophytes (SAL-3). Soil data includes the main description of the soil layers per date in the three sampling plots, and their chemical and physical analytical data determined in the field and in the lab. We analyzed water from three different origins: i) surface water when present, ii) shallow groundwater from piezometers up to 80 cm depth, iii) suction probes installed at 20 and 40 cm depth, and iv) saturated paste extracts of soil samples. Photograph P1170434.jpg shows a view of the field setting of the experiment in 2019, April 17.
DOI: 10.6084/m9.figshare.11604312.v1
title: Sulawesi tree species abundance by plot matrix

description: Species abundance per plot matrix for 10 sites on ultramafic, mafic, sand and limestone soils.
DOI: 10.6084/m9.figshare.27613614.v5
title: Source Data

description: The simulated sea surface temperature and subsurface sea temperature in the western equatorial Pacific over the past 800,000 years by using LOVECLIM1.3.
DOI: 10.6084/m9.figshare.23993115.v1
title: Platelet reduction under hypoxia<b> </b>associated with GPIbα-vWF

description: Changes of platelet parameters in rats under chronic hypoxia;The changes of megakaryocyte number in bone marrow and lung tissue sections; The change of reticulated platelet proportion and platelet apoptosis; Effects of different oxygen concentrations on the maturation and differentiation of megakaryocytes. Effect of changing the interaction of glycoprotein Ib alpha-von Willebrand factor on platelet apoptosis and number.
DOI: 10.6084/m9.figshare.26054188.v2
title: SpatialSimBench dataset

description: spatial transcriptomics preprocessed dataset for SpatialSimBench
DOI: 10.6084/m9.figshare.14128610.v2
title: Marine litter data in Itamaracá Island, Brazil. 2022.

description: This dataset contains 1 .xlsx file (data_itamaraca_Marine_Litter_2022.xlsx), divided into 5 sheets.The<b> General </b>contains information about ID, Date, Beach, latitude, and longitude of transect begin (lat_begin, lon_begin), latitude and longitude of transact end (lat_end, lon_end), number of transects (transect), presence of oil, seaweed_wrack, natural_vegetation in the sampled area and the Urbanization in each beach.<b>UNEP_cat</b> is a supportive spreadsheet with The United Nations Environment Programme (UNEP) code as descriptions of marine litter types. It included some region-specific items. The possible source for each item type is also available. <b>litter_sand</b> and <b>litter_underwater </b>provide information about the marine litter in the sand and underwater respectively. The data is presented in a number of items. Information about the sampled area is included, allowing the calculation of items per square meter, or in the case of underwater litter the sampling effort per time.<b>brand_audit</b> provides detailed information about the brand, size, color, and extra description of all items collected underwater.Marine litter was collected in Itamaracá island, Pernambuco, Brazil. Three beaches (Forte, Jaguaribe, and Sossego) were sampled in March, June, September, and December. In December extra underwater sampling was done.<br>
DOI: 10.6084/m9.figshare.24580504.v1
title: Sample metadata

description: Tab seperated file (tsv) containing metadata for all samples, including:NCBI BioSample accession identifierSample nameOrganismIsolate identifierCollection dateLocation (latitude longitude)
DOI: 10.6084/m9.figshare.29086793.v2
title: Do microplastics always harm agroecosystem services? A global synthesis

description: Microplastics (MPs) pollution is an emerging global change factor with the potential to affect key agroecosystem services. MPs enter soils with diverse properties—including type, shape, size, concentration, and aging duration—reflecting their heterogeneous chemical compositions and sources. However, the impacts of MPs with varying properties on agroecosystem services remain poorly understood, limiting effective risk assessment and mitigation efforts. We synthesized 6,315 global observations to assess the broad impacts of microplastic properties on key agroecosystem services, including crop productivity, physiology, soil carbon sequestration, nutrient retention, water regulation, soil physical and microbial properties.This synthesis underscores the critical role of microplastic properties in determining their ecological impacts, providing essential insights for property-specific risk assessment and mitigation strategies to address microplastic pollution in agroecosystems.
DOI: 10.6084/m9.figshare.7101092.v1
title: Sociodemographic status of severely disabled and visually impaired elderly people in Turkey

description: ABSTRACT Purpose: To identify the prevalence of ophthalmologic diseases in elderly patients who had been classified as severely disabled and to identify the ophthalmologic conditions leading to visual impairment and blindness. Methods: The medical records of 2806 patients who had applied to the Health Board of the Erzurum Region Training and Research Hospital between January 2011 and December 2012 were reviewed. One hundred ninety-nine patients aged &gt;64 years who were classified as severely disabled with disability rates of over 50%, and who were unable to care for themselves or to move and/or communicate without help were included in the study. Results: The most frequently seen disabilities were neurological (47.2%) and those resulting from eye diseases (17.1%). The most common ophthalmologic diseases were cataract, glaucoma, and age-related macular degeneration. The mean right and left eye visual acuities were 1.17 ± 1.10 logMAR and 1.13 ± 1.0 logMAR, respectively. Of the 60 patients with ophthalmologic diseases or conditions, 33 were blind (visual acuity worse than 20/400) and 10 were visually impaired (visual acuity worse than 20/70 but better than 20/400). Cataracts were the main cause of blindness. The mean age of the patients who were still being followed up at the time of application to the disability board was significantly lower than that of the others (p =0.015). Seventy-nine percent of the blind patients were from rural areas, and 88% of these had no regular follow-up. Among the blind and visually impaired, significantly more patients from urban areas had social security insurance (SSI) than those from rural areas (p =0.043). Nearly 64% of the blind patients were women. The follow-up rate was significantly lower in women (p =0.025). According to multinomial logistic regression analysis, the visually impaired and blind patients were more likely to have lower follow-up rates than the other types of severely disabled patients (OR: 0.231, 95% Cl: 0.077-0.688, p=0.009). Conclusions: Blindness gives rise to severe disability, and the most common ophthalmologic diseases that cause severe disabilities in elderly patients are cataract, glaucoma, and age-related macular degeneration. Sociodemographic factors that may affect the accessibility of visually impaired and blind people to health services include their place of residence and gender.
DOI: 10.6084/m9.figshare.7449266.v2
title: Genes and pathways that were enriched in T cells of rheumatoid arthritis.

description: These are supplementary data of the manuscript entitled "Multi-dimensional analysis identified rheumatoid arthritis-driving pathway in human T cell." <br><strong> </strong> Supplementary data 1. DEGs between pre- and post-TCZ treatment. Supplementary data 2. Enrichment pathways in DEGs between pre- and post-TCZ treatment Supplementary data 3. The results of GO/Enrichment analysis of clustered genes of supplementary Figure S8. Supplementary data 4. DEGs between synovial fluid of RA and peripheral blood of HC. Supplementary data 5. Enrichment pathways in DEGs between synovial fluid of RA and peripheral blood of HC. Supplementary data 6. DEGs between synovial fluid of RA and peripheral blood of untreated RA. Supplementary data 7. Enrichment pathways in DEGs between synovial fluid of RA and peripheral blood of untreated RA. Supplementary data 8. Enrichment pathways in DEGs between peripheral blood of untreated RA and HC and DEGs between peripheral blood of treated RA and untreated RA.
DOI: 10.15468/dl.ydm8r3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.6841 -13.2744,44.9648 -13.45,44.9648 -12.0572,44.6243 -11.5921,43.9413 -11.6518,43.8001 -11.0974,43.4999 -10.8854,43.0582 -10.9337,42.804 -11.2068,42.7621 -11.9579,43.3325 -12.7962,44.5603 -12.8747,44.6841 -13.2744))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013422-250525065834625/datasets/export for details.
DOI: 10.17632/dw5yrjtbj3
title: International Social Survey Programme: Environment III - ISSP 2010

description: Sharing openly with reviewers of the Data in Brief journal, the dataset of ISSP Research Group, International Social Survey Programme: Environment III - ISSP 2010International Social Survey Programme: Environment III - ISSP 2010, (2019). https://doi.org/10.4232/1.13271.
DOI: 10.6084/m9.figshare.29163221.v1
title: Raw data for the manuscript "<b>Macrophages promote tumor growth by phagocytosis-mediated cytokine amplification in </b><b><i>Drosophila</i></b>"

description: All raw quantitive data for the "<b>Macrophages promote tumor growth by phagocytosis-mediated cytokine amplification in </b><b><i>Drosophila</i></b>"
DOI: 10.6084/m9.figshare.13611188.v1
title: Ticked data files

description: Data for the analysis of Ticked using 195 cats of the 99 Lives Cat Genome database<br>
DOI: 10.6084/m9.figshare.5999207.v3
title: Image and sound data from film Fantasia produced by Walt Disney

description: This repository contains the data used in the article <i>Convolutional neural networks and transfer learning applied to automatic composition of descriptive music</i> published in the 15th International Conference on Distributed Computing and Artificial Intelligence (DCAI). Data structure is explained in detail in the article. This proposal is the continuation of an earlier work whose data are available in a <i>GitHub repository</i>.<br><b>Abstract</b><br>Visual and musical arts has been strongly interconnected throughout history. The aim of this work is to compose music on the basis of the visual characteristics of a video. For this purpose, descriptive music is used as a link between image and sound and a video fragment of film Fantasia is deeply analyzed. Specially, convolutional neural networks in combination with transfer learning are applied in the process of extracting image descriptors. In order to establish a relationship between the visual and musical information, Naive Bayes, Support Vector Machine and Random Forest classifiers are applied. The obtained model is subsequently employed to compose descriptive music from a new video. The results of this proposal are compared with those of an antecedent work in order to evaluate the performance of the classifiers and the quality of the descriptive musical composition.<br><br><b>DATA</b>train_data.arff: Image descriptors and the most important sound of each frame from the fragment "The Nutcracker Suite" in film Fantasia obtained by means of CNNs. Data stored into ARFF format.test_data.arff: Image descriptors of each frame from the fragment "The Firebird" in film Fantasia 2000 obtained by means of CNNs. Data stored into ARFF format.midi.csv: Frame number of the fragment "The Firebird" in film Fantasia 2000 and the sound predicted by the system encoded in MIDI. Data stored into CSV format.firebird_prediction.mp3: Audio file with the synthesizing of the prediction data for the fragment "The Firebird" of film Fantasia 2000.<b>LICENSE</b>Data is available under MIT License. To make use of the data the article must be cited.<b><br></b>
DOI: 10.6084/m9.figshare.6007649.v1
title: Weather data at IIITD and Delhi IGIA airport

description: This dataset contains four months of weather data recorded at IIITD and IGIA airport, Delhi.
DOI: 10.17632/778rcgfymj
title: Supplemental material_Use of Raman spectroscopy as a rapid tool to discriminate milk deriving from different pasture-based diets and breeds in a seasonal, spring-calving dairy production system

description: Supplemental material for article Use of Raman spectroscopy as a rapid tool to discriminate milk deriving from different pasture-based diets and breeds in a seasonal, spring-calving dairy production system
DOI: 10.17632/x3gm8dnhpt
title: Geographical Indication Agri-food Project

description: This work sook to map the commerce of these products on retail supermarkets and hypermarkets through online shopping. The research contemplates four of the major four major grocery retail supermarkets that had an active and functional website for online shopping for the data collection. Therefore, this work went through four supermarkets in each country of Mercosur, totalizing 16 supermarkets. In the EU, the investigation went through four supermarkets' websites in seven countries, totalizing 28 supermarkets.
DOI: 10.6084/m9.figshare.3398320.v1
title: Perception_NeilAll_Targets.txt

description: These are data used in Baese-Berk et al., Experiment 2.
DOI: 10.6084/m9.figshare.25930165.v1
title: myDataset.zip

description: polester fabric dataset used for the MS research work.
DOI: 10.6084/m9.figshare.8792612.v3
title: Conserved microRNA mediates heating tolerance in germ cells versus surrounding somatic cells

description: Mammalian fertility is reduced during heat exposure in the summer, but is regained as temperatures decrease in the autumn again. However, the mechanism underlying the phenomenon remains unknown. We investigated heat stress tolerance of germ cells and their surrounding somatic cells, and discovered that microRNA ssc-ca-1 was upregulated after heat stress in cultured porcine granulosa cells (GCs), but not in serum-starved GCs. Ssc-ca-1 inhibited heat shock protein 70 (Hsp70) expression through its 3′- and 5′-UTRs. Although <i>Hsp70</i> mRNA transcription was induced in GCs by <i>in vivo</i> exposure to heat in the summer, ssc-ca-1 inhibited Hsp70 expression. In ovarian cultures, heat stress-induced Hsp70 expression in primordial but not in growing follicles; ssc-ca-1 expression did not change in primordial follicles, but increased in growing follicles. Consistently, ssc-ca-1 was present in testicular cells and exhibited the same function as in ovarian cells. It modulated the different Hsp70 expression between spermatogonial stem cells and Sertoli cells after scrotal heat stress. This mechanism is of relevance to mammalian fertility in parts of the world dominated by heat stress associated with global climate change.
DOI: 10.6084/m9.figshare.21379194.v1
title: Additional file 3. Random Forest models of codon usage

description: <strong>Random Forest models of codon usage.</strong> (A) Results of RF models for each of the 36 tissues. (B) Codon ratios between high-PTR vs low-PTR genes for each tissue. (C) Codon ratios between high-PTR vs low-PTR genes for each tissue, after excluding secretome proteins. (D) Random Forest models based on codon usage of misframed CDSs and dinucleotide usage. (E) Codon ratios between high-PTR vs low-PTR genes for each tissue of HPA. (F) Codon ratios between high-PTR vs low-PTR genes for each tissue of GTEx. (G) Codon ratios between high-mRNA vs low-mRNA genes for each tissue. (H) Codon ratios between high-protein vs low-protein genes for each tissue.
DOI: 10.6084/m9.figshare.28694780.v1
title: Enhancing biogas production from perennial energy crops via bioaugmentation

description: With increasing concerns over energy security and environmental sustainability, the search for renewable alternatives to conventional biogas feedstocks has become increasingly important. As part of efforts to reduce dependence on corn silage, perennial energy crops such as <i>Miscanthus x giganteus</i>, <i>Arundo donax</i> and <i>Panicum virgatum</i> are emerging as promising candidates to meet the increasing demand for biogas production. In this study, these plants were subjected to anaerobic digestion in bioaugmented bioreactors, and the biogas production potential (BPP) was monitored during a 26-day anaerobic digestion process. The results showed that bioaugmentation significantly increased the BPP in certain cases. The addition of <i>Miscanthus x giganteus</i> increased BPP to 159.43 NLkg<sup>-1</sup> DM, while <i>Panicum virgatum</i> showed a 73 % increase in BPP to 115.05 NLkg<sup>-1</sup> DM. The results indicate that these alternative crops, especially in combination with bioaugmentation, represent a viable and sustainable solution for the diversification of feedstock for biogas production.