cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f9gnk9vkdd.1
title: Canopy-forming macroalgae can adapt to marine heatwaves

description: This data set is the result of a laboratory experiment carried out as a part of research activities supported by the European Community within the EASME – EMFF (Sustainable Blue Economy) Project AFRIMED (http://afrimed-project.eu/, grant agreement N. 789059), 
To test the effect of MHWs on recruits of G. barbata, a two fixed factorial design with asymmetrical controls was used. A control condition not exposed to MHWs was compared against two orthogonal factors: i) MHWs duration, fixed factor with two levels: short MHW and long MHW; ii) MHWs timing, fixed factor with two levels: an early (summer) MHW and a late (summer) MHW. Every treatment was replicated in three separate tanks with three stones each, apart from the control condition where an additional tank with two stones was used. At the beginning of the experiment, the number of individuals (i.e., replicates) per treatment ranged between 35 and 46 (Fig. 1). The experiment lasted from the 14th of July to the 12th of September 2021. After two acclimation days in which all tanks were at 25 °C, temperature for the control condition was set following the seasonal average trend registered at La Strea lagoon from 1982 to 2021, ranging between 25,5 and 26,5 °C. Accordingly, temperatures simulating MHWs were set increasing by 2 °C the average values based on the detection of historical MHWs events. Thus, they ranged between 27,5 and 28,5° C respectively for the early and late MHWs. The duration of the MHWs was set to 13 and 26 days respectively for the short and the long treatment, reproducing MHWs events that actually occurred in the summer season. Mean intensity (°C) and cumulative duration (days) of MHWs events were calculated using the R package ‘heatwaveR’. Daily data of Sea Surface Temperature (SST) from 1982 to 2021 were retrieved from the geoportal Copernicus (https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-sea-surface-temperature?tab=overview). The Copernicus dataset provides global SST data in the raster format (NetCDF) based on multiple sensors with a spatial resolution of 0.05° x 0.05° and no spatial gaps. From each raster file, we extracted daily SSTs for the pixel corresponding to the lagoon of Porto Cesareo using the Open Source software QGIS (QGIS Development Team, 2022) QGIS Geographic Information System. O3.Open Source Geospatial Foundation; https://www.qgis.org/it/site/). Recruits length, PSII maximal photochemical efficiency (Fv/Fm), photosynthetic pigments content (total chlorophylls and total carotenoids), concentrations of antioxidant compounds (polyphenols, flavonoids and tannins) and total antioxidant activity (DPPH) were the response variables measured during the experiment. The present dataset is composed by the measured response variable.
DOI: 10.17632/3pdx4p3s9g.1
title: Discrete Choice Experiment data - Experiment 1

description: Local discrete choice experiment on WTA for wind energy externalities
DOI: 10.17632/8xmskw3zf9.1
title: LINF_160006000

description: hypothetical protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/cr5s3kzmfk.1
title: LINF_160005300

description: arginine N-methyltransferase (type I) | PRMT6; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fk73hz5vdz.1
title: LINF_150020400

description: SET13; Leishmania infantum (strain JPCM5)
DOI: 10.17632/zn4xfhxym7.1
title: Scaling theory of fractal complex networks

description: This archive contains a Jupyter notebook with Python code and datasets with fractal networks (DBLP, Brain network, www, SHM model, (u,v)-flower model, nested BA model) used in the article "Scaling theory of fractal complex networks" by Agata Fronczak, Piotr Fronczak, Mateusz Samsel, Kordian Makulski, Michal Lepek, Maciej J. Mrowinski.
DOI: 10.17632/b82fm2w2h9.1
title: LdHU3_Genome sequence

description: Nucleotide sequence of the 36 chromosomes comprising the Leishmania infantum genome (HU3 strain)
DOI: 10.17632/b82fm2w2h9.2
title: LdHU3_Genome sequence

description: Nucleotide sequence of the 36 chromosomes comprising the Leishmania donovani genome (HU3 strain)
DOI: 10.17632/w7pj5skccb.1
title: data for the Anhui tree frogs

description: data for the Anhui tree frogs
DOI: 10.17632/w7pj5skccb.2
title: data for the Anhui tree frogs

description: data for the Anhui tree frogs
DOI: 10.17632/w7pj5skccb.3
title: The first two functionally antagonistic call notes influence female choice in the Anhui tree frog

description: The present study used phonotaxis experiments to examine the effects of the notes on female choice in the Anhui tree frog (Rhacophorus zhoukaiyae). The stimulus pair consisted of the original male advertisement call (OC) and one of four revised versions, where the first (WN1), second (WN2), or fifth (WN5) notes were replaced by band-limited white noise (WN), and the second note was replaced by a period of silence (SN2), played back antiphonally. The results showed that (1) the females preferred OC compared with WN1, suggesting the first call note plays an important role in female choice, and (2) the females preferred WN2 and SN2 compared with OC. We discuss the possibility that the second note might be the result of the combined effects of physiological constraint and avoiding backward masking of the second note on the first one over evolutionary time. These results support the notion that the first two functionally antagonistic call notes may influence female choice in this species. The data is provided in Excel (.xlsx) format.
DOI: 10.17632/nvrkj7cygx.3
title: Molecular Modeling Workflow for Optimizing Oxidized Graphene Quantum Dot and Epoxy Nanocomposite for Enhanced Mechanical Properties

description: Graphene quantum dots (GQDs) are the smallest carbon-based filler known to promote more intimate contact with the matrix. Their small size enables simultaneous enhancement of stiffness, strength, and toughness. Additionally, the functionalization of these materials enables other supramolecular interactions like hydrogen bonding that improve the interfacial interaction with the matrix. This dataset provides a molecular dynamics (MD) framework to model a functionalized GQD embedded in a bisphenol-F epoxy matrix and the effective mechanical response of the nanocomposite. Ten unique chemistries were developed with different oxygen-based functional groups that capture the effect of oxidized GQD on the mechanical properties of the epoxy. Uniaxial strain simulations revealed that a maximum strength gain of 56% and stiffness gain of 18% was computed by the hydroxylated GQD-epoxy nanocomposite.
DOI: 10.17632/6z68wjh2cc.1
title: PLEKHS1 drives PI3Ks and remodels pathway homeostasis in PTEN-null prostate. Chessa et al

description: To accompany article published in Molecular Cell.
DOI: 10.17632/vym5hstkd8.1
title: LDHU3_15.0550

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/cfmsh6497k.1
title: LDHU3_15.0560

description: Mitoribosomal protein mS54; Leishmania donovani (HU3 strain)
DOI: 10.17632/n88vcjrk9p.3
title: Essential data for reproducing figures and tables in "Crust and upper mantle structures of the North China Craton from Eikonal tomography and shear velocity inversion"

description: The usage of each dataset is provided as folder descriptions.
DOI: 10.17632/bv43pbcggt.1
title: A laboratory perspective on foreshocks

description: Seismic datasets accompanying the article: "Why are foreshocks rare in nature: A laboratory perspective'
DOI: 10.17632/hpbxr2x8f9.1
title: Mangrove Ecosystem Services (Global Review)

description: Dataset of scientific papers on mangrove ecosystem services worldwide.
DOI: 10.17632/4jywt5kz23.1
title: Color measurement of yogurts available on the Polish market.

description: The data was obtained by analyzing dairy products – yogurts available on the Polish market. Yogurts are divided into two categories: stirred yogurt and drinking yogurt. Based on the manufacturer's data, the following information was entered: taste, fat content (including saturated fatty acids), carbohydrates (including sugars), protein, salt. The color coordinates L, a*, b* and X, Y, Z were measured in the SPIN and SPEX system. On the basis of the L coordinates (lightness), a* and b*, the following were calculated: (WI) white index, (YI) yellowness index, (C) chroma, (BI) brownness index.
DOI: 10.17632/k3r8jtsrfr.1
title: Texture profile analyzes of stirred and drinking yogurts available on the Polish market and their classification according to IDDSI.

description: The data was obtained by analyzing dairy products – yogurts available on the Polish market. Yogurts are divided into two categories: stirred yogurt and drinking yogurt. Based on the manufacturer's data, the following information was entered: taste, fat content (including saturated fatty acids), carbohydrates (including sugars), protein, salt. The following texture parameters were instrumentally measured: firmness, consistency, cohesiveness, and work of cohesion. IDDSI Flow Test: syringe flow test developed by the International Dysphagia Diet Standardization Initiative (IDDSI); Level 0 Thin (0–1 mL liquid remaining), Level 1 Slightly-Thick (1–4 mL), Level 2 Mildly Thick (4–8 mL) and Level 3, Moderately Thick (8–10 mL).
DOI: 10.17632/rjytc5c3cr.1
title: Data associated with PEARL-catalyzed peptide bond formation after chain reversal by ureido-forming condensation domains. ACS Cent Sci 2024

description: Data associated with Yu et al ACS Cent Sci 2024 doi:10.1021/acscentsci.4c00044
DOI: 10.17632/rfxs58hmzc.1
title: Multi-omics mendelian randomization identifies potential therapeutic targets for hypothyroidism and shared determinant with obesity

description: This dataset provides supplementary material to the study as well as the original code
DOI: 10.17632/k77wvj646d.1
title: Wet chemistry, mid-infrared spectroscopy, and near-infrared spectroscopy data, Ecklonia radiata, New Zealand, 2019-2021

description: Wet chemistry, mid-infrared spectroscopy, and near-infrared spectroscopy data collected for the kelp Ecklonia radiata in Northern New Zealand from 2019 to 2021 as described in Nepper-Davidsen et al. (submitted). All measurements were done on milled freeze dried material, and wet chemistry measurements include content of nitrogen, carbon, sulfur, ash, phenols, glucose, alginate, guluronic acid, mannuronic acid, fucose, mannose, galactose, and xylose. Data include 162 calibration samples which were sampled from 12 different sites and 12 different months and 24 validation samples.
DOI: 10.17632/tgkrgfrd35.1
title: Data for "A woman's place is...in politics: Reflections about micro and macroaggressions of identities" published by RAC-Revista de Administração Contemporânea

description: Este arquivo contém os dados qualitativos utilizados na pesquisa intitulada Lugar de mulher é...na política: Reflexões sobre micro e macroagressões de identidades.
DOI: 10.17632/2474843g7x.2
title: Potassium isotope compositions of Mariana arc lavas and its sedimentary input - Data

description: Data file for "Potassium isotope compositions of Mariana arc lavas and its sedimentary input. Included are data for main text tables 1 and 2, and supplementary tables S1 to S7. Also included are major element, trace element, and radiogenic isotope data for Mariana arc lavas and sedimentary input.
DOI: 10.17632/pxrn2k4m3r.1
title: Effectors of the type VI secretion system have the potential to be modified into antimicrobial peptides

description: The original dates and figures in Effectors of the type VI secretion system have the potential to be modified into antimicrobial peptides
DOI: 10.17632/rxwn4wxsgz.1
title: Fetal growth trajectories and insulin resistance: supplementary data

description: The data contains tables and figures related to my analyses examining the association between fetal growth trajectories and insulin resistance in the Raine Study cohort. The findings shown in the dataset enable better interpretation of the study results as explained in detail in the original manuscript.
DOI: 10.17632/bv43pbcggt.2
title: A laboratory perspective on foreshocks

description: Seismic datasets accompanying the article: "Why are foreshocks rare in nature: A laboratory perspective'
DOI: 10.17632/tckst5pwt3.1
title: LINF_160007900

description: Ion transport protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/2txn4m5rz7.1
title: LINF_160007000

description: Las1 family protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/bn66j567kb.1
title: Using the principles for digital development

description: Data about the process of developing a mobile application to validate the nursing diagnosis: intolerance to activity in patients with acute myocardial
DOI: 10.17632/n8nhgz35xy.1
title: LINF_300031900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/8mnhzt6k6v.1
title: LINF_300033100

description: Zinc finger protein | ZC3H14; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9xzdp4b3z8.1
title: LINF_300029400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/kz6hh7832p.1
title: European Used Commercial Car On-line Market Monitoring in 2023

description: The pre-owned commercial vehicles market in Europe has traditionally reflected the level of growth and degree of economic development of the member countries of the union. The situation began to change following changes in the policy of the European Union and the legislative consolidation of the Green Deal, including in the field of transport and commercial transportation. The pre-owned commercial vehicles market is faced with the need to replace outdated models with environmentally friendly ones. Despite this, in recent years, in the field of commercial transportation, the issue has been resolved by increasing the requirements for traditional vehicles. Freight transport on an emission-free basis is still a rarity on the market.
This database shows the state of the pre-owned commercial vehicles on-line market in Europe. The state of the market allows to assess the necessary changes in the situation to achieve climate neutrality goals.
The database contains market observations in 16 European Union countries, collected at monthly intervals through 2023. The database mainly displays the vehicles used in the delivery of goods in local delivery (last – mile deliveries). The indicators collected may vary by country. The database is accompanied by a description of the available indicators for each country. The database contains about 2.5 mil. observations. In the first dataset version, data published without corrections, or minor corrections, as they are collected.
DOI: 10.17632/4zndfrvjr5.1
title: The post-COVID inflation episode

description: Data file (MatLab) and model file (Dynare) for the baseline model solving, estimation, and simulations
DOI: 10.15468/dl.km5jd7
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is one of (Xeno-canto - Bird sounds from around the world, GalliForm: Galliformes occurrence records from the Indo-Malay and Palaearctic, 1800-2008, EOD – eBird Observation Dataset, INSDC Sequences, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "TaxonKey is Arborophila rufipectus Boulton, 1932"
 ]
}

 The dataset includes 213 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004197-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rybh786pfh.1
title: iScience dataset Panigrahi et al

description: Gene Expression data
DOI: 10.17632/249yhxbcvj.1
title: Pilot Testings Water Treatment (Comparison of Water Minimization Strategies for Recirculating Evaporative Cooling Towers)

description: This data is the raw dataset, including partly calculated key performance indicators, of the pilot testings for the EU project AquaSPICE, providing insight on the usage of Biologically Activated Carbon Filtration, Ultrafiltration and Reverse Osmosis on Cooling Tower Blowdown as well as Surface Water for Cooling Water Make Up Water.
DOI: 10.17632/hpbxr2x8f9.2
title: Mangrove Ecosystem Services (Global Review)

description: Dataset of scientific papers on mangrove ecosystem services worldwide.
DOI: 10.17632/2sdb95mptw.1
title: GrammaticoTPTQualHCW

description: This dataset represents perspectives from 22 nurses, from primary care clinics in rural South Africa, about barriers to implementation of TB preventive therapy. A decade after South Africa adopted tuberculosis preventative therapy (TPT), uptake remains sub-optimal. Primary care clinic nurses participated in semi-structured individual interviews. Transcripts were thematically analyzed to assess knowledge and attitudes toward TPT in rural South Africa. Among 22 senior nurses interviewed, 86% were female, with median age 39 years, and mean 13.3 years experience. Participants identified key individual-level barriers among nurses and patients and organizational barriers. While the nurses’ belief in TPT efficacy was strong, their perceived barriers to TPT implementation included inflexible clinical guidelines, insufficient training and time to counsel patients, pill burden, and patients’ alcohol use. Nurses believed implementation could be facilitated with task-shifting and integrating TPT into the antiretroviral therapy infrastructure in primary care clinics and into chronic medication dispensing programs. Shorter TPT regimens (e.g., 3HP) were considered advantageous. Task-shifting and HIV/TB integration were deemed crucial to TPT implementation. Nurses’ perspectives are essential to improving TPT implementation efforts in resource-limited settings.
DOI: 10.17632/4zndfrvjr5.2
title: The post-COVID inflation episode

description: Data file (MatLab) and model file (Dynare) for the baseline model solving, estimation, and simulations
DOI: 10.3886/e216061
title: Supplementary Data for: Optimism About Graduation and College Financial Aid

description: This repository contains the PSID raw data extract used to generate the empirical findings of the paper "Optimism About Graduation and College Financial Aid". <br><br>This raw data is used as an input by replication codes contained in the main replication repository at: openicpsr-216101.
DOI: 10.3886/e216061v1
title: Supplementary Data for: Optimism About Graduation and College Financial Aid

description: This repository contains the PSID raw data extract used to generate the empirical findings of the paper "Optimism About Graduation and College Financial Aid". <br><br>This raw data is used as an input by replication codes contained in the main replication repository at: openicpsr-216101.
DOI: 10.17632/wsxb9w526y.3
title: Dataset on the soil properties of Early Iron Age and Medieval archaeological sites in the forest-steppe zone of the East European Plain

description: Hillforts of the Early Iron Age and the Middle Ages were surrounded by defensive ramparts – earth walls constructed from the soil excavated nearby. The ramparts were constructed ~2500, ~2300 and ~1500 yrs BP. Dataset includes the analytical data on the buried soils under defensive ramparts and the surface soils. The samples were taken from every 10 cm (first meter) and 20 cm (second meter) but taking into account the boundaries of the horizons. The samples for phytolith analysis were collected from upper 5 cm of the soils.

Soil morphology was described according to the FAO Guide for Soil Description (2006). Soils were classified according to the World reference base for soil resources 2014 (updated 2015). Munsell Soil Colour Charts (2009) was used to determine soil colour. 
Data on physicochemical properties of soils were obtained by means of standard techniques. Particle size distribution was determined by the conventional pipette method (Arinushkina, 1992). Total organic carbon (TOC) was determined using the K2Cr2O7 wet-combustion method and then recalculated to humus content (Procedures..., 1992). A pH meter Mettler Toledo was used to measuring the pH of the soil samples in water suspension (soil: water ratio 1:2.5). Dithionite and oxalate extractable fractions of iron were determined according to Mehra and Jackson (Mehra, Jackson, 1960, Procedures..., 1992). The elemental analysis was performed by the X-ray fluorescence spectrometry method after a loss on ignition determination using the Philips PW2400 Sequential WXRF Spectrometer (Malvern Panalytical, Almelo, The Netherlands). The total carbonate content was determined based on the destruction of CaCO3 by acid and subsequent precipitation of the carbonate ion (Kozlovskiy,1977). Analysis of CEC was provided using the Pfeffer method (Kazak, 2020). To analyze the microbiomorphs, the samples were treated in a multi-stage procedure (Golyeva, 2001, 2007; Piperno, 1988). Fortification ramparts were dated by archaeologists.
DOI: 10.17632/tjg9426ykr.1
title: A multi-device and multi-operator dataset from mobile network coverage on Android devices

description: The demand for mobile coverage with adequate signal quality has triggered criticism due to the maturity of the Internet's diffusion in today's society. However, with the deployment of 5G networks, even 5G NSA by 4G LTE, the complexity of the operating environment of mobile networks has increased. To evaluate the behavior of mobile networks in terms of signal quality and other important metrics for mobile telephony, we developed a dataset consisting of 33 radio parameters that can collect up to 736,974 records generated daily by smartphones and tablets. To create the dataset, an application was designed for the Android operating system using the Kotlin programming language, which can collect data in real time and generate a CSV file. 
The dataset has 10 samples collected from 9 cities located on the Amazon and Negro Rivers. The complete database covering all regions has 33 columns and 736,974 rows. In addition to the primary dataset, we divided the data into three regions: the metropolitan area of Manaus, the middle Solimões River, and the middle Amazonas River. During the scheduled trips, data were collected along rivers and roads that provide access to the locations selected for the experiment. The data was processed, indexed, and organized into a comprehensive database, then categorized by location. This organization allows experiments using the entire dataset across all cities or with data specific to an individual city. To access the database and conduct initial experiments, Python scripts were developed alongside the database to facilitate data loading and the generation of histograms and charts necessary for the initial investigation. In addition to the graph generation scripts, we also created heat maps based on the collected network variables.The data is organized in a folder named “network_dataset,” which contains a list of datasets. Each dataset is named according to the device ID concatenated with the timestamp at which it was collected.The raw dataset was stored inside the mobile device, and stored in the cloud after the preprocessing steps. The collected data contains mobile network variables such as Reference Signal Received Power (RSRP), Reference Signal Received Quality (RSRQ), Signal-to-Noise Ratio (SNR) and Channel Quality Indicator (CQI), collected in real-time and stored on the mobile device in Comma-separated Values ​​(CSV) data format. After completing the daily collection, the device automatically sends the file to the cloud.
DOI: 10.17632/x2v556bbst.1
title: Supplementary Materials: Using Multiple Real-World Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning

description: Supplementary Material for our JAAD research letter "Using Multiple Real-World Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning"