cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/czbx6xg7fb
title: LINGUISTIC AND SOCIO-PSYCHOLINGUISTIC DISTRIBUTION OF ‘TILL’ IN PRESENT DAY ENGLISH

description: Additional material on linguistic and socio-psycholinguistic distribution of 'till'/'unti' in PDE (BNC dataset)/
The paper is to clarify the role of socio-psycholinguistic factors of lexical units ‘till’/‘until’ functioning in present-day English. The research is focused on the lexical units ‘till’/‘until’, which are the objects of functional transposition, as a result of which both units are determined and function as prepositions and conjunctions, are defined by the identical vocabulary definitions, derive from the same part of speech – preposition and undergo functional transposition into the category of conjunction. Nevertheless, they are characterized by a diverse level of institutionalization in the language, what is proved by the statistical data. Therefore I put forward the hypothesis that the divergences in applying the units depend on the socio-psycholinguistic factors, which characterize the speech at the present stage of the language development and determine the institutionalization level of any transpositional process.   
The analysis is represented by the corpus-based and corpus-driven research and is grounded on the data, retrieved from the British National Corpus (BNC) as the most balanced and representative source of written and oral extracts of the English language. Under the research, socio-psycholinguistic factors are divided into linguistic, viz. discourse type, text type, derived text type, text domain, context-governed text domain and type of interaction, the level of difficulty, and socio-psychological factors, viz. age and gender of an author (for written discourse), age, gender, and social class of a speaker and respondent (for spoken discourse). 
The obtained data testify that there are almost no difference between the preposition and conjunction ‘till’, except for the authors’ and speakers’ age. The figures of the categories prove the further expansion of the preposition ‘till’. The preposition and conjunction ‘until’ are characterized by more profound divergences, in particular, on the side of linguistic factors. Taking into account the fact that socio-psychological factors determine the linguistic peculiarities of the language units in discourse, it is worth stating that the preposition ‘until’ is characterized by the lowest number of points of intersection with other units under study, what predetermines its potential for further analysis from the perspective of modern psycholinguistics.       
Key words: socio-psycholinguistic factors, discourse type, text domain, age, gender, social class.
DOI: 10.17632/f2v7k2gh4n
title: Calibration data to build a physically-based model of deposition, re-entrainment, and transport of fine sediment in gravel-bed rivers 

description: This data can be used to understand, evaluate, replicate, and build the physical-based model proposed in a paper entitled "A physically-based model of deposition, re-entrainment, and transport of fine sediment in gravel-bed rivers".
DOI: 10.17632/hhjd4726dz
title: A Full Enhanced Recovery After Surgery Program in Gynecologic Laparoscopic Procedures: A Randomized Controlled Trial

description: The original datasets for the study ——A Full Enhanced Recovery After Surgery Program in Gynecologic Laparoscopic Procedures: A Randomized Controlled Trial
DOI: 10.17632/ysjwjvpnh3
title: augmentation data for DAISM

description: The purified dataset for data augmentation for DAISM-DNNXMBD can be downloaded from this repository.

The pbmc8k dataset downloaded from 10X Genomics were processed and uesd for data augmentation to create training datasets for training DAISM-DNN models. pbmc8k.h5ad contains 5 cell types (B.cells, CD4.T.cells, CD8.T.cells, monocytic.lineage, NK.cells), and pbmc8k_fine.h5ad cantains 7 cell types (naive.B.cells, memory.B.cells, naive.CD4.T.cells, memory.CD4.T.cells,naive.CD8.T.cells, memory.CD8.T.cells, regulatory.T.cells, monocytes, macrophages, myeloid.dendritic.cells, NK.cells).

For RNA-seq dataset, it contains 5 cell types (B.cells, CD4.T.cells, CD8.T.cells, monocytic.lineage, NK.cells). Raw FASTQ reads were downloaded from the NCBI website, and transcription and gene-level expression quantification were performed using Salmon (version 0.11.3) with Gencode v29 after quality control of FASTQ reads using fastp. All tools were used with default parameters.
DOI: 10.17632/zcrdhr8mh9
title: RVxCTmax

description: 	We moved 64 larvae to a 30 L container with aerated, carbon-filtered water (water from at ~20°C for three days to acclimate to the experimental temperature. Afterwards, all larvae were staged (Gosner, 1960), weighed, and divided into two treatments: 1) uninfected controls (N = 24) and 2) ranavirus infected (N = 40). The ranavirus used for inoculation was a frog-virus 3-like (FV3) isolate cultured in baby hamster kidney cells (BHK-21) to a concentration of 1.3 x 108 pfu ml-1. Briefly, individual larvae were placed in 750 mL plastic containers with 200 mL of water containing an LD¬100 concentration of 104.25 pfu ml-1 FV3. After 24 hours, 400 mL of water was added along with crushed alfalfa pellets. Uninfected controls underwent a similar protocol except they were only exposed to water.
2.3 Experimental Protocol
	At 2- and 4-days post infection (dpi), the CTmax of 12 randomly selected uninfected and infected larvae was recorded. Individual larvae were placed in a 125 mL flask with 75 mL of water, submerged in a hot water bath (Isotemp 220, Fischer Scientific), and given 5 minutes to acclimate. Starting temperature of CTmax assays averaged 18.8°C with a heating rate of 0.6°C minute-1. Beginning at ~34°C, larvae were prodded with a spatula every minute until they failed to respond to the stimulus, and water temperature was recorded which represented the larval CTmax. Flasks were then placed in a water bath at ~19°C to facilitate recovery. Individuals that failed to recover in < 5 minutes were removed from all analyses. Infected larvae were returned to their respective container and uninfected larvae were euthanized via snap freezing with -80°C EtOH. After each CTmax assay, all materials were sterilized in 10% bleach for > 10 minutes. 
	To determine how the CTmax assay affected ranaviral loads, infected larvae that underwent the CTmax assay at 2 dpi were staged, weighed, and euthanized via snap freezing at 3 dpi. Another eight infected larvae whose CTmax was not measured were randomly selected and euthanized to represent the non-heat shocked group. This process was repeated for the larvae assayed at 4 dpi. All larvae were stored at -80°C.
2.4 Ranavirus DNA Extraction and Quantification
The liver was removed from larvae using flame-sterilized forceps and DNA was extracted using GenCatch™ Plasmid DNA Mini-Prep Kit following the manufacturer’s protocol and stored at -80°C. Extracted DNA was quantified using an Epoch Microplate Spectrophotometer. Viral loads were assessed by real-time qPCR on a StepOnePlus™ Real-Time PCR System using the primers, probe, and thermal cycling protocol designed by Stilwell et al. (2018). For each run all samples were run in duplicate with positive and negative controls along with ten-fold serial dilutions of our FV3 isolate from 10 to 106 PFU mL-1 as standards for sample interpolation. A subset of uninfected controls (N = 6) was analyzed and all tested negative for FV3.
DOI: 10.17632/g44jg2nd3z
title: “ When you use Tramadol, the sperms will not come out…”: Unconventional Methods for Avoiding Unintended Pregnancy amongst adolescents in Ghana

description: Qualitative data collected for a study on understanding adolescents contraceptive needs in Ghana. It includes transcriptions from focus group discussions with older adolescents from a district in the Greater Accra region of Ghana. Most of the focus group discussions were held in the Ga or Twi language and therefore the transcripts have been translated into English. For easy reading and clarity, the the transcripts have been edited for gramatical errors in the articles published from the data. The data was analysed thematically.
DOI: 10.17632/hz5dmdtwz2
title: RADS Vs Buddy: Remote Audio-visual Doffing Surveillance (RADS) technique versus the standard buddy technique for monitoring the doffing process of health care workers during COVID 19 pandemic

description: This is the dataset for the RADS Vs Buddy system of assessing the errors committed by health care workers during doffing of personal protective equipment.
DOI: 10.17632/tswjcdmx6x
title: Supplementary table S1. Characteristics (Sample type, date, treatment, location, coordinates) of the ready-to-eat food samples.

description: Characteristics (Sample type, date, treatment type, location, coordinates) of the ready-to-eat food samples.
DOI: 10.17632/yb5fpb773f
title: Method for the Implementation of Standard 8 of the Accreditation Model SINEACE for Quality Assurance in the Accreditation Process of a Professional Program

description: Videos and supplementary material for the article: Method for the Implementation of Standard 8 of the Accreditation Model SINEACE for Quality Assurance in the Accreditation Process of a Professional Program
DOI: 10.15468/dl.afj285
title: Occurrence Download

description: A dataset containing 9673980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanistes caeruleus (Linnaeus, 1758)"
 ]
}

 The dataset includes 9673980 records from 6064 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000356-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tukd7f
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoglossus cinctus",
 "HasCoordinate is True"
 ]
}

 The dataset includes 77 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054304-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urs58d
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cantharellus cibarius",
 "HasCoordinate is true",
 {
 "or" : [
 "Country is Latvia",
 "Country is Estonia",
 "Country is Lithuania"
 ]
 },
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 1040 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054303-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meckud
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoglossus concaviusculus",
 "HasCoordinate is True"
 ]
}

 The dataset includes 98 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054305-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/pycx-yrvr-ab0w
title: DC3: DLR Falcon 1 Second Data Merge. Version 1.0

description: This data set contains DLR Falcon 1 Second Data Merge data collected during the Deep Convective Clouds and Chemistry Experiment (DC3) from 29 May 2012 through 14 June 2012. These merges were created using data in the NASA DC3 archive as of September 25, 2013. In most cases, variable names have been kept identical to those submitted in the raw data files. However, in some cases, names have been changed (e.g., to eliminate duplication). Units have been standardized throughout the merge. In addition, a "grand merge" has been provided. This includes data from all the individual merged flights throughout the mission. This grand merge will follow the following naming convention: "dc3-mrg01-falcon_merge_YYYYMMdd_R1_thruYYYYMMdd.ict" (with the comment "_thruYYYYMMdd" indicating the last flight date included). This data set is in ICARTT format. Please see the header portion of the data files for details on instruments, parameters, quality assurance, quality control, contact information, and data set comments.
DOI: 10.15468/dl.dfbvz4
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ascotremella faginea",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054308-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z29wyw
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae",
 "Year 2021-2021"
 ]
}

 The dataset includes 109 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054306-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trmsda
title: Occurrence Download

description: A dataset containing 76471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gambusia affinis"
 ]
}

 The dataset includes 76471 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054256-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r68bb4
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diospyros tutcheri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054309-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe525b
title: Occurrence Download

description: A dataset containing 138598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Latvia",
 "KingdomKey is Fungi",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 138598 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054245-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4n6rq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geopora sumneriana",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054312-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nadc3m
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geopora sumneriana",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054311-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17280225
title: Proteome-wide association study of prostate cancer risk across populations

description: Data and analysis code
DOI: 10.5281/zenodo.17280224
title: Proteome-wide association study of prostate cancer risk across populations

description: Data and analysis code
DOI: 10.13140/2.1.4624.1604
title: Surficial geology, Mistake River, District of Keewatin. Geological Survey of Canada Map 6-1981
DOI: 10.15468/dl.djakvx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae",
 "Year 2020-2020"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054317-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/2.1.3051.2961
title: Surficial geology, Pennington Lake, District of Keewatin. Geological Survey of Canada Map 4-1981
DOI: 10.13140/2.1.1740.5767
title: Surficial geology, Laughland Lake, District of Keewatin. Geological Survey of Canada Map 5-1981
DOI: 10.13140/2.1.1576.7362
title: Surficial geology, Woodburn Lake, District of Keewatin. Geological Survey of Canada Map 3-1981
DOI: 10.13140/2.1.1216.2889
title: Surficial geology, Darby Lake, District of Keewatin. Geological Survey of Canada Map 8-1981
DOI: 10.13140/2.1.3575.5840
title: Surficial geology, Lower Hayes River, District of Keewatin. Geological Survey of Canada Map 7-1981
DOI: 10.26023/sz09-f2g3-7x0v
title: DC3: DLR Falcon 1 Minute Data Merge. Version 1.0

description: This data set contains DLR Falcon 1 Minute Data Merge data collected during the Deep Convective Clouds and Chemistry Experiment (DC3) from 29 May 2012 through 14 June 2012. These merges were created using data in the NASA DC3 archive as of September 25, 2013. In most cases, variable names have been kept identical to those submitted in the raw data files. However, in some cases, names have been changed (e.g., to eliminate duplication). Units have been standardized throughout the merge. In addition, a "grand merge" has been provided. This includes data from all the individual merged flights throughout the mission. This grand merge will follow the following naming convention: "dc3-mrg06-falcon_merge_YYYYMMdd_R2_thruYYYYMMdd.ict" (with the comment "_thruYYYYMMdd" indicating the last flight date included). This data set is in ICARTT format. Please see the header portion of the data files for details on instruments, parameters, quality assurance, quality control, contact information, and data set comments.
DOI: 10.15468/dl.7ns96w
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diospyros vaccinioides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 113 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054318-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqa9tg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , )",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054319-250920141307145/datasets/export for details.
DOI: 10.15468/dl.mxndpd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diaporthe oncostoma",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054322-250920141307145/datasets/export for details.
DOI: 10.25377/sussex.28615313
title: TSDN electrophysiological recordings on "random starfield", "cloud" and "sinusoidal" backgrounds

description: This dataset supports the article Ghosh et al, (2025) Understanding the mechanism of facilitation in hoverfly TSDNs PLoS Computational BiologyElectrophysiological recordings from 16 TSDNs from male hoverflies (<i>Eristalis tenax</i>). The visual stimuli are targets on the "random starfield", "cloud" and "sinusoidal" backgrounds.Each background's folder contains two subfolders:DATA - contains the extracellular recording data from the TSDNs for the background. The data is in MATLAB Data format.The '*-TargetRight-*'.mat, '*-TargetLeft-*'.mat, '*-TargetUp-*'.mat and '*-TargetDown-*'.mat files, are used to map the receptive field of each neuron. These were performed on a white background, with the target moving either left, right, up or down at 20 different vertical and horizontal positions.The '*-Target_*'.mat files are the recordings from target and background motion experiments.SCRIPTS - contains the scripts to visualise the DATA for the background. These are standalone MATLAB scripts.The "Scripts for Target Receptive Field Maps" folder contains MATLAB scripts to calculate the TSDN receptive fields. Ensure all DATA folders and subfolders are added to the Path. The MATLAB scripts should be run in the following order:Expt_Screen_Info.mTargetScan_Alldirections.mTargetRFMap.m"ElectrophysiologyData".prism contains graphing and statistical analyses performed on raw extracellular recordings. These can be viewed simply by using Prism 10.4.1 (GraphPad Software) to load the .prism file.
DOI: 10.25377/sussex.28615313.v1
title: TSDN electrophysiological recordings on "random starfield", "cloud" and "sinusoidal" backgrounds

description: This dataset supports the article Ghosh et al, (2025) Understanding the mechanism of facilitation in hoverfly TSDNs PLoS Computational BiologyElectrophysiological recordings from 16 TSDNs from male hoverflies (<i>Eristalis tenax</i>). The visual stimuli are targets on the "random starfield", "cloud" and "sinusoidal" backgrounds.Each background's folder contains two subfolders:DATA - contains the extracellular recording data from the TSDNs for the background. The data is in MATLAB Data format.The '*-TargetRight-*'.mat, '*-TargetLeft-*'.mat, '*-TargetUp-*'.mat and '*-TargetDown-*'.mat files, are used to map the receptive field of each neuron. These were performed on a white background, with the target moving either left, right, up or down at 20 different vertical and horizontal positions.The '*-Target_*'.mat files are the recordings from target and background motion experiments.SCRIPTS - contains the scripts to visualise the DATA for the background. These are standalone MATLAB scripts.The "Scripts for Target Receptive Field Maps" folder contains MATLAB scripts to calculate the TSDN receptive fields. Ensure all DATA folders and subfolders are added to the Path. The MATLAB scripts should be run in the following order:Expt_Screen_Info.mTargetScan_Alldirections.mTargetRFMap.m"ElectrophysiologyData".prism contains graphing and statistical analyses performed on raw extracellular recordings. These can be viewed simply by using Prism 10.4.1 (GraphPad Software) to load the .prism file.
DOI: 10.15468/dl.fn7szw
title: Occurrence Download

description: A dataset containing 81745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus"
 ]
}

 The dataset includes 81745 records from 774 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054264-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.