cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/5dkj-pq91
title: "New model for estimating the temperature and solar irradiance of photovoltaic panels (Ternifi)"

description: "The attached files correspond to the data and the display program used to validate the new approach, which is based on linearization between the panel temperature and the MPP voltage to estimate the temperature of a photovoltaic model. This approach also considers the temperature obtained by this method and the current produced to estimate the solar irradiance.The title of the paper is: \u201cNew model for estimating the temperature and solar irradiance of photovoltaic panels based on maximum power point tracking measurements\u201d.The presented data were measured over a period of 3 days, from July 22 to July 25, outdoors on a test bench, under normal operating and environmental conditions in real life. This installation is implemented in a building (CEREMA building) located in the Nancy district, France (48\u00b0\u202f41\u2032\u202f17.50\u2033\u202fN, 6\u00b0\u202f13\u2032\u202f08.75\u2033\u202fE), on a RECOM-Sillia 60M 310\u202fW panel that is 2 years old. The bench includes several temperature sensors for the solar panel; the average temperature is calculated and presented, along with measurements of the ambient temperature, solar irradiance, panel voltage, and current. The panel operates with an MPPT control (conditions detailed in the paper)."
DOI: 10.15468/dl.az5hek
title: Occurrence Download

description: A dataset containing 8215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taeniatherum caput-medusae (L.) Nevski)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8215 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014477-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25952/dxx8-kk80

description: After collection from the Gasmet Machine, the data was transferred to Excel, where the required calculations were performed. The analysis was done in RStudio.
description: After collection from the Gasmet Machine, the data was transferred to Excel, where the required calculations were performed. The analysis was done in RStudio.
DOI: 10.15468/dl.n6w7nu
title: Occurrence Download

description: A dataset containing 10731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tagetes minuta L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10731 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014478-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tn8zn77fh5
title: Data for: Real-time myoelectric control of wrist/hand motion in Duchenne muscular dystrophy: A case study

description: This dataset includes all the reaching times (in seconds) for every subject measured in seconds. The reaching times reported here were analyzed and complement our manuscript: Real-time myoelectric control of wrist/hand motion in Duchenne muscular dystrophy: A case study.
DOI: 10.6084/m9.figshare.29179865.v1
title: MoMA dataset

description: This dataset contains multiple interrelated files used in the context of experiments involving semantic enrichment and spatial contextualization of modern art collections from the Museum of Modern Art (MoMA). It includes metadata on artworks, artist relationships, and spatial assignments (rooms/floors), as well as a structured knowledge graph.<b>ArtworksWithRandomRooms.csv</b><br>A subset of artworks from the MoMA collection enriched with randomly assigned exhibition rooms and floor-level information. Each row corresponds to an artwork with attributes including artist name, date, style, genre, classification, and synthetic spatial location (<code>floor</code>, <code>room</code>).<b>ArtworksWithRandomRooms_2.csv</b><br>An alternative version of the previous dataset with a different random room assignment, useful for comparing layout-sensitive recommendations or spatial distribution experiments.<b>Artworks4thFloor.csv</b><br>Contains artworks specifically located on the 4th floor of the museum. All artworks share the same spatial attributes (<code>floor</code> = "4th floor", <code>room</code> = 407), allowing evaluation of fixed-location or room-centric recommendation scenarios.<b>Artists.csv</b><br>Provides biographical metadata about artists referenced in the artworks datasets. Fields include artist name, nationality, gender, and life span (<code>BeginDate</code>, <code>EndDate</code>), enabling demographic or historical analysis.<b>artistRelations.csv</b><br>Encodes semantic relationships between artists (e.g., influence, collaboration) through directed links. Each row denotes a relation from one artist to another, supporting graph-based reasoning and network analysis.<b>momaGraph.graphml</b><br>A GraphML-formatted knowledge graph capturing entities such as artworks, artists, styles, genres, and their relationships. This graph serves as a semantic backbone for tasks like recommendation, enrichment, or path-based inference.<b>generated_ratings_with_item_info.csv</b><br>A synthetically-generated ground truth for 10,000 visitors, with explicit ratings in the range [1,5] for every artwork in ArtworksWithRandomRooms files.All files are provided under an open license to support reproducible research in cultural heritage AI, semantic web, and recommender systems.
DOI: 10.17632/b6st2pjymv
title: Base Datos - ESG Scores and ROA

description: Base datos ESG scores and ROA
DOI: 10.6084/m9.figshare.7215743.v1
title: Allelopathic Effects of Different Plant Water Extracts on Yield and Weeds of Wheat

description: ABSTRACT: Use of synthetic herbicides to control weeds poses serious threats to sustainable agricultural production around the globe. The phytotoxic effect of different plant water extracts (i.e., sorghum, sunflower and mulberry) against weeds has been previously studied; however, their combined effects at different rates are yet to be explored. In this study, mixtures of allelopathic water extracts of sorghum + sunflower and sorghum + sunflower + mulberry were sprayed each at 12, 15, 18 and 21 L ha-1 at 40 and 55 days after sowing in wheat to control wild oats (Avena fatua), little seed canary grass (Phalaris minor), lamb’s quarters (Chenopodium album) and swine cress (Coronopus didymus). A synthetic herbicide Affinity 50 WP (Carfentrazone-ethyl 0.75% + Isoproturon 50% applied at 1000 g a.i., ha-1) and a weedy check were kept as a control treatment. The increasing order of water extract dose 12-21 L ha-1 showed substantial reduction in total weed density and their dry biomass production of both narrow and broad-leaved weeds in all the treatment combinations. Mixture of sorghum + sunflower + mulberry water extracts each at 18 L ha-1 applied at 40+55 DAS resulted in an 87.14% decrease in total weed dry matter with a 19.5% increase in grain yield of wheat and higher net benefits of Rs. 100525 with 777.5% marginal rate of return. Nonetheless, application of sorghum + sunflower water extracts each at 12 L ha-1 at 40+55 DAS was more economical than the other treatments in terms of higher marginal rate of return of 799.82%. Based on this study, it can be suggested that the use of allelopathic plant water extracts in a mixture may act as a potential weed control strategy in wheat.
DOI: 10.17632/j3k55pmmsz
title: Population estimates by ethnic group: UK local government districts mid-years 2001-11

description: These are estimates of ethnic populations in local authority districts (LADs) in the UK for the years between the 2001 & 2011 Censuses. Information on ethnic populations by age and gender is provided in censuses. In between censuses, information on ethnic population change is scarce. To fill the gap we used data from the two censuses with reconciled total population and component estimates published by the Office of National Statistics. This work outlines the sequence of steps used to produce a ten-year time series. These reconciled population estimates provide a firmer foundation for ethnic-specific projections than hitherto available. The role of the census in this work is vital Geographic detail The file rows cover all 389 LADs in the UK. The codes are linked to LAD Names, plus countries and Government Office Regions. Demographic detail The file columns specify gender: M for Male or F for Female There are 101 single years of age from 0 to 100+ for each gender Ethnic group abbreviations are expanded below Method used to produce the estimates The method is specified in Rees et al. (2017). The estimates include linear interpolation between 2001 and 2011 Census populations by ethnicity and single year of age, adjusted (‘constrained’) to agree with ONS/NRS/NISRA post-2011 census revised populations for LADs (without ethnicity). Caveats The constraint of our initial estimates to the official mid-year estimates suppresses growth in minority groups which is otherwise evident in the data (and indeed in our unconstrained projections post 2011 see https://www.ethpop.org/). For one ethnic group, the White Other (which includes EU migrants, especially those from the EU8 accession countries of eastern Europe), the linear model is unsatisfactory. From 2004 to 2008 there was a very large influx of such immigrants into the UK of more than a million people in just 2004-05. When we did the estimation work in 2016 we did not (have time to) find a suitable method to build in this knowledge, so the linear interpolation of the WHO group disguises slower growth MY2001 to MY2004, higher growth MY2004 to MY2008 and lower growth MY2008 to MY2011 (due to the Global Financial Recession). Reference Rees P, Clark S, Wohland P, Lomax N & Norman P (2017) Using the 2001 and 2011 Censuses to reconcile ethnic group estimates and components for the intervening decade. Chapter 21 in Stillwell, J (ed.) The Routledge Handbook of Census Resources, Methods and Applications: 277-293 Abbreviation Ethnic group description WBI White: British, Irish, Gypsy, Irish Traveller WHO White: Other White MIX Mixed or Multiple Ethnic Groups IND Asian or Asian British: Indian PAK Asian or Asian British: Pakistani BAN Asian or Asian British: Bangladeshi CHI Asian or Asian British: Chinese OAS Asian or Asian British: Other Asian BLA Black or Black British: African BLC Black or Black British: Black Caribbean OBL Black or Black British: Other OTH Other Ethnic Group
DOI: 10.6084/m9.figshare.23498258.v4
title: Data and codes for SSL-RF_2023.zip

description: The data and codes for the paper titled “Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement”.
DOI: 10.6084/m9.figshare.5124655.v1
title: Supplementary Material for: A 1.3-Mb 7q11.23 Atypical Deletion Identified in a Cohort of Patients with Williams-Beuren Syndrome

description: Williams-Beuren syndrome is a rare multisystem neurodevelopmental disorder caused by a 1.55-1.84-Mb hemizygous deletion on chromosome 7q11.23. The classical phenotype consists of characteristic facial features, supravalvular aortic stenosis, intellectual disability, overfriendliness, and visuospatial impairment. So far, 26-28 genes have been shown to contribute to the multisystem phenotype associated with Williams-Beuren syndrome. Among them, haploinsufficiency of the<i> ELN</i> gene has been shown to cause the cardiovascular anomalies. Identification of patients with atypical deletions has provided valuable information for genotype-phenotype correlation, in which other genes such as <i>LIMK1,</i><i>CLIP2, GTF2IRD1</i>, or <i>GTF2I</i> have been correlated with specific cognitive profiles or craniofacial features. Here, we report the clinical and molecular characteristics of a patient with an atypical deletion that does not include the <i>GTF2I </i>gene and only partially includes the <i>GTF2IRD1</i> gene.
DOI: 10.17632/w2jgdnshw9
title: How to design efficient renewable energy auctions? Empirical insights from Europe

description: Data accompanying the article Anatolitis, V., Azanbayev, A., Fleck, A.-K. (2022): "How to design efficient renewable energy auctions? Empirical insights from Europe". We conducted a fixed effects panel data regression to investigate the effects of certain auction design elements on the awarded prices in renewable energy auctions in Europe. Here you can find the following data:
1. R-code for the curation of data and the regression analysis
2. Renewable energy shares in European countries (based on data from Eurostat and own interpolation) for control variables
3. Data on European auctions (based on AURES II Auction Database) for dependent and explanatory variables

This research was conducted as part of the project AURES II (Auctions for Renewable Energy Support II). This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 817619.
DOI: 10.6084/m9.figshare.24993321.v1
title: PONE-D-23-03510R3_FTC

description: Microalgae biomass is regarded as a promising feedstock for biodiesel production. The biomass lipid content and fatty acids composition are among the main selective criteria when screening microalgae strains for biodiesel production. In this study, three strains of<i> Chlorella</i> microalgae (<i>C. kessleri, C. sorokiniana, C. vulgaris</i>) were cultivated nutrient media with different nitrogen contents, and on a medium with the addition of dairy wastewater. Moreover, microalgae grown on dairy wastewater allowed the removal of azote and phosphorous. The removal efficiency of 90%, 53% and 95% of ammonium nitrogen, total nitrogen and phosphate ions, respectively, were reached. The efficiency of wastewater treatment from inorganic carbon was 55%, while the maximum growth of biomass was achieved. All four samples of microalgae had a similar fatty acid profile. Palmitic acid (C16:0) was the most abundant saturated fatty acid (SFA), and is suitable for the production of biodiesel. The main unsaturated fatty acids (UFA) present in the samples were oleic acid (C18:1 n9); linoleic acid (C18:2 n6) and alpha-linolenic acid (C18:3 n3), which belong to omega-9, omega-6, omega-3, respectively.
DOI: 10.6084/m9.figshare.26840005.v1
title: Scenario data for the estimation of the AHLE in small ruminants in Senegal

description: PublicationThis data corresponds to the article "<i>Economic assessment of animal disease burden in Senegalese small ruminants</i>" as published in the journal Preventive Veterinary Medicine in 2024: https://doi.org/10.1016/j.prevetmed.2024.106382Data descriptionContext of the data: this dataset provides the parameters used to estimate the Animal Health Loss Envelope in small ruminants in Senegal. Parameter values and distributions are provided for each species (sheep and goats) and each model scenario (Current, Ideal, Zero Mortality, PPR only, PPR zero-mortality).Language: EnglishData journey: this dataset was compiled from multiple data sources, including published literature and government databases. Raw data were cleaned, compiled and aggregated according to the parameters of interest for our model work.Spatiotemporal data resolution and coverage: the raw data were collected between 1980 and 2023 in SenegalUpdates: updates will not be performedData dictionary: the data dictionary corresponding to this dataset is provided here: https://doi.org/10.6084/m9.figshare.27898569Data re-use: this data may be re-used for any purposes. Citation of the source would be appreciated.
DOI: 10.17632/8crspx6pkx
title: pet ct data

description: pet ct data
DOI: 10.6084/m9.figshare.24416365.v1
title: Raw data

description: This paper uses raw data, including the necessary tree height data, subclass data, and Npp data, which we use for subsequent site quality and other parts of the study.
DOI: 10.18742/25130666.v1
title: Data for Statics and Dynamics of non-Hermitian Many-Body Localization

description: Data for the paper "Statics and Dynamics of non-Hermitian Many-Body Localization" by József Mák, M. J. Bhaseen and Arijeet Pal.The raw data for the paper is provided along with the scripts which generate the figures. A detailed breakdown is given in the README.txt file.
DOI: 10.6084/m9.figshare.5113963.v3
title: Populus tremula chorology

description: Distribution map of Eurasian aspen (<i>Populus tremula</i>)<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>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>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.17632/m73v9ybkpx
title: Confinamiento y aislamiento. La otra pandemia en el ámbito social

description: Para la realización de la investigación se aplicaron 45 entrevistas en profundidad en total, donde el 60.0% del total corresponden a mujeres (27 entrevistas) y el 40.0% restantes, se aplicaron a hombres (18 entrevistas), la guía de entrevista, estructurada a partir de ejes que incluyeron categorías centrales sobre la experiencia del aislamiento, el confinamiento, la interacción social, entre otras, se aplicó a todos los informantes de manera básica pero manteniendo un margen flexible de producción del discurso según cada contexto de conversación, para la selección de los participantes, se consideraron criterios de inclusión como la mayoría de edad, la distribución por nivel socioeconómico y por diversidad de escolaridad
DOI: 10.6084/m9.figshare.27936900.v3
title: Alignments and treefiles

description: BLASTn analysis was performed to compare obtained sequences against the NCBI (National Centre for Biotechnology Information, USA) GenBank nucleotide database (https://blast.ncbi.nlm.nih.gov/Blast.cgi) to obtain identifications. ITS comparisons were made against the NCBI Fungal ITS Reference Sequence Targeted Loci Project database (Schoch et al., 2014). For <i>Aspergillus</i> and <i>Penicillium</i> strains, identifications were made based on comparisons with a locally curated DNA sequence database largely based on Houbraken et al. (2020); <i>Alternaria</i> against data largely based on Woudenberg et al. (2013), <i>Cladosporium</i> against data largely based on Bensch et al. (2012); <i>Trichoderma</i> against data largely based on Bissett et al. (2015); and <i>Fusarium</i> was identified using data on www.fusarium.org.
DOI: 10.17632/4bb5b4b9jd
title: Dataset of PVC and Composite Pipe Rings

description: This dataset comprises 400 time-series acquired from four accelerometers and one force gauge mounted on PVC and carbon-fiber epoxy composite pipe rings. These pipe rings were subjected to band-limited random excitation at two amplitude levels: 2 V and 3 V, applied via an electrodynamic shaker. Measurements were collected at a sampling rate of 20,480 Hz over a 10-second duration for each trial. The data was recorded at four circumferential locations around the ring (P1: 0°, P2: 90°, P3: 180° and P4: 270°). For each test condition, 20 independent realizations were acquired. All signals are stored in MATLAB .mat files. The data acquisition was performed using LMS SCADAS system at the Structural Health Monitoring Laboratory, São Paulo State University - UNESP, Ilha Solteira, Brazil. Additional information about the experimental setup and test rig can be found in the accompanying document: PIPERINGS_Dataset_Mendeley.pdf.
DOI: 10.6084/m9.figshare.24107436.v1
title: Systematic Literature Review Excel

description: An Excel file detailing the identified academic literature based on the research process described in the publication and research protocol.
DOI: 10.17632/5zywpstnty
title: VIDEOS: Agonistic behavior of the neotropical cricket Eidmanacris meridionalis

description: Highlighting environmental and opponent recognition, agressiveness conflict, as well as dominant and submissive behaviors.
DOI: 10.17632/v8b7kpk246
title: Anal pit visualisation during routine ultrasound screening

description: The dataset includes images routinely collected in a private fetal-maternal medicine clinic by experts in prenatal ultrasound. It can be used as teaching material or for training AI models. The dataset includes prenatal ultrasound visualization of the perianal muscular complex, often referred to as a "target sign." The gestational age of the included fetuses ranges between 20 and 38 weeks of gestation. In addition to the anonymized images, a table containing file names, ID numbers (1 to 827), and gestational ages is attached.
DOI: 10.6084/m9.figshare.14345960.v2
title: Data for Cole et al. - "Spatial variation in phenological responses to climate change linked to declines in primary producer health"

description: All data files needed to replicate the analyses presented in "Spatial variation in phenological responses to climate change linked to declines in primary producer health"
DOI: 10.17632/g8d7jpzp9r
title: Dataset for Jakarta analysis

description: Files for Jakarta analyses by System Advisor Model. PV-EV_Jakarta are for PV+EV analysis. PV_jakarta are for PV only analysis. Jakarta_solar_weather is a weather file for Jakarta.
DOI: 10.6084/m9.figshare.1030617.v7
title: BBI_Confirmatory

description: Individual EEG raw data; Individual power spectral density data; results of coincidence analyses; graphs of the power values related to the five frequency bands, software source code to analyse EEG power values in MatLab related to the open access paper: Brain-to-Brain (mind-to-mind) interaction at distance: a confirmatory study http://f1000research.com/articles/3-182/v2
DOI: 10.6084/m9.figshare.21746375.v3
title: Apparent SIDS in Lusaka, Zambia

description: This dataset contains supplementary tables including SAS code and dataset used for estimating the apparent burden of sudden unexplained infant deaths (SUID) in Lusaka, Zambia. The dataset is from verbal autopsies conducted on infants who died in Lusaka, Zambia, between 2017 and 2020 and was collected as part of the Zambian Pertussis/RSV Infant Mortality Estimation (ZPRIME) project. Using this dataset, we performed qualitative analysis of free text narratives of the final series of events leading to each infant’s death. Infants who were otherwise well with no antecedent illness prior to death and found dead in bed after a sleep episode were classified as SUID. Study oversight for ZPRIME was provided by the institutional review board of Boston University Medical Center and the University of Zambia (UNZA)