cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25934/pr00005840.3
title: Available IPD datapackage for study 'A Randomised, Double-blind, Parallel-group, Placebo-controlled, Duloxetine-referenced, Fixed-dose Study Evaluating the Efficacy and Safety of Three Dosages of [Vortioxetine] Lu AA21004, in Acute Treatment of Major Depressive Disorder'

description: The purpose of the study is to evaluate the efficacy and the tolerability of three fixed doses of Vortioxetine in order to establish the appropriate clinical effective dose range in the treatment of Major Depressive Disorder (MDD).
DOI: 10.6084/m9.figshare.23504313
title: LANF_data.xlsx

description: Low-angle normal faults measurements from the Northern Peloponnese extensional system in the north-western Aegean forearc, Greece
DOI: 10.34948/n3ms3n
title: NGA-Subduction Component PSA IM Tables: H1 ,H2, V, RotD50, RotD100 5% Damping R230104
DOI: 10.5281/zenodo.7730498
title: Data and code archive for project "Tracing caffeine and its metabolite in wastewater to understand the spread of SARS-CoV-2"

description: This dataset/code archive included all the data and R codes that were used to explore the universal and robust wastewater biomarkers for population normalization in the SARS-CoV-2 wastewater-based epidemiology. There are nine R code files to produce figures and tables. The data included: Raw data of weekly biomarkers (caffeine, paraxanthine, and PMMoV) wastewater concentrations, weekly new COVID-19 case numbers, SARS-CoV-2 N1/N2 copies in wastewater, wastewater flow rate A total of 2,624 wastewater samples (41 weeks) were collected weekly from May 2021- April 2022 from 64 wastewater treatment plants across Missouri, US; pMMoV data was only available from Sep 13 2021-April 2022 for Missouri data; Validation dataset from 10 wastewater treatment plants across Wisconsin, US, to test the relationship between wastewater biomarkers and population. Downloaded Apple mobility data during the pandemic Validation dataset for wastewater flowrate estimation using paraxanthine concentrations.
DOI: 10.5281/zenodo.7378998
title: Data and code archive for project "Tracing caffeine and its metabolite in wastewater to understand the spread of SARS-CoV-2"

description: This dataset/code archive included all the data and R codes that were used to explore the universal and robust wastewater biomarkers for population normalization in the SARS-CoV-2 wastewater-based epidemiology. There are nine R code files to produce figures and tables. The data included: Raw data of weekly biomarkers (caffeine, paraxanthine, and PMMoV) wastewater concentrations, weekly new COVID-19 case numbers, SARS-CoV-2 N1/N2 copies in wastewater, wastewater flow rate A total of 2,624 wastewater samples (41 weeks) were collected weekly from May 2021- April 2022 from 64 wastewater treatment plants across Missouri, US; pMMoV data was only available from Sep 13 2021-April 2022 for Missouri data; Validation dataset from 10 wastewater treatment plants across Wisconsin, US, to test the relationship between wastewater biomarkers and population. Downloaded Apple mobility data during the pandemic Validation dataset for wastewater flowrate estimation using paraxanthine concentrations.
DOI: 10.34948/n3h011
title: NGA-Subduction Comulative Absolute Velocity (CAV) Dataset R230609
DOI: 10.34948/n3c886
title: NGA-Subduction Duration Metrics Dataset R230609
DOI: 10.6084/m9.figshare.3761562.v2614
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.34948/n37g68
title: NGA-West2 Duration Metrics Dataset R230609
DOI: 10.6073/pasta/c678d53473ca47cb0321124eb2b4089f
title: SBC LTER: Reef: Sightings of sea otters (Enhydra lutris) near Santa Barbara and Channel Islands, ongoing since 2007

description: These data describe the number, location and activity or behavior of sea otters (Enhydra lutris) individuals observed along the Santa Barbara Coast and local Channel Islands, during SBC LTER field sampling. Observations began in 2007. Records are collected regularly at SBC core sites and opportunistically while research staff are underway or travelling between sites. Locations are included, but some latitudes and longitudes are approximate.
DOI: 10.6084/m9.figshare.23504310
title: PQ_internal_structures.xlsx

description: Internal structures, foliation, fold axes, shear bands, stretching lineation observed in the Northern Peloponnese metamorphic windows where the HP phyllite-quartzite outcrop
DOI: 10.34948/n33s30
title: NGA-West2 Comulative Absolute Velocity (CAV) Dataset R230609
DOI: 10.6084/m9.figshare.22670241
title: EDI-Graphic: A Tool To Study Parameter Discrimination and Confirm Identifiability in Black-Box Models, and to Select Data-Generating Machines

description: In a Data-Generating Experiment (DGE), the data, X, is often obtained from a Black-Box and is approximated with a learning machine/sampler, f(Y,θ);θ∈Θ, Y is random, f is known. When X has unknown cdf, Fθ, nonidentifiability of θ cannot be confirmed and may limit the predictive accuracy of the learned model, f(Y,θ̂);θ̂ estimate of θ. Using properties of the Expected p-value for the Kolmogorov-Smirnov test, the Empirical Discrimination Index (EDI) and the Proportion of p-Values Index (PPVI) are introduced: (i) to confirm almost surely, discrimination of θ from θ*,that is,Fθ≠Fθ*, (ii) to confirm with EDI-graphics identifiability of θ(∈Θ) by repeating (i) for θ* in a fine sieve of Θ, and (iii) to compare EDI-graphics and PPVIs of DGEs and select to use the DGE with the greater parameter discrimination and the smaller number of θ* violating identifiability of θ. Among the applications, EDI and PPVI explain why the g-estimate in Tukey’s g-and-h model is better than that for the g-and-k model, unless the sample size is extremely large; h=h0=k. EDI-graphics indicate that Normal learning machines have better parameter discrimination than Sigmoid learning machines and their parameters are nonidentifiable. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.22670241.v2
title: EDI-Graphic: A Tool To Study Parameter Discrimination and Confirm Identifiability in Black-Box Models, and to Select Data-Generating Machines

description: In a Data-Generating Experiment (DGE), the data, X, is often obtained from a Black-Box and is approximated with a learning machine/sampler, f(Y,θ);θ∈Θ, Y is random, f is known. When X has unknown cdf, Fθ, nonidentifiability of θ cannot be confirmed and may limit the predictive accuracy of the learned model, f(Y,θ̂);θ̂ estimate of θ. Using properties of the Expected p-value for the Kolmogorov-Smirnov test, the Empirical Discrimination Index (EDI) and the Proportion of p-Values Index (PPVI) are introduced: (i) to confirm almost surely, discrimination of θ from θ*,that is,Fθ≠Fθ*, (ii) to confirm with EDI-graphics identifiability of θ(∈Θ) by repeating (i) for θ* in a fine sieve of Θ, and (iii) to compare EDI-graphics and PPVIs of DGEs and select to use the DGE with the greater parameter discrimination and the smaller number of θ* violating identifiability of θ. Among the applications, EDI and PPVI explain why the g-estimate in Tukey’s g-and-h model is better than that for the g-and-k model, unless the sample size is extremely large; h=h0=k. EDI-graphics indicate that Normal learning machines have better parameter discrimination than Sigmoid learning machines and their parameters are nonidentifiable. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.22670241.v1
title: EDI-GRAPHIC: A TOOL TO STUDY PARAMETER DISCRIMINATION AND CONFIRM IDENTIFIABILITY IN BLACK-BOX MODELS, AND TO SELECT DATA-GENERATING MACHINES

description: In a Data-Generating Experiment (DGE), the data, X, is often obtained from a Black-Box and is approximated with a learning machine/sampler, f(Y,θ);θ∈Θ, Y is random, f is known. When X has unknown c.d.f., Fθ, non-identifiability of θ cannot be confirmed and may limit the predictive accuracy of the learned model, f(Y,θ̂);θ̂ estimate of θ. Using properties of the Expected P-value for the Kolmogorov-Smirnov test, the Empirical Discrimination Index (EDI) and the Proportion of P-Values Index (PPVI) are introduced: i) to confirm almost surely, discrimination of θ from θ*, i.e. Fθ≠Fθ*, ii) to confirm with EDI-graphics identifiability of θ(∈Θ) by repeating i) for θ* in a fine sieve of Θ, and iii) to compare EDI-graphics and PPVIs of DGEs and select to use the DGE with the greater parameter discrimination and the smaller number of θ* violating identifiability of θ. Among the applications, EDI and PPVI explain why the g-estimate in Tukey’s g-and-h model is better than that for the g-and-k model, unless the sample size is extremely large; h=h0=k. EDI-graphics indicate that Normal learning machines have better parameter discrimination than Sigmoid learning machines and their parameters are non-identifiable.
DOI: 10.5281/zenodo.8030215
title: Predicted drug-likeness and toxicity properties of Salvia fruticosa compounds

description: The datasets present computationally predicted drug-likeness and toxicity profiles of <em>Salvia frutocosa</em> compounds.
DOI: 10.5281/zenodo.8030214
title: Predicted drug-likeness and toxicity properties of Salvia fruticosa compounds

description: The datasets present computationally predicted drug-likeness and toxicity profiles of <em>Salvia frutocosa</em> compounds.
DOI: 10.25549/pcra-c14-54553
title: Redemption tidings, vol. 35, nos. 1-46, 2 Jan. - 25 Dec. 1959

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.m57zdh
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerianthus lloydii Gosse, 1859"
 ]
}

 The dataset includes 150 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040677-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hmjrt
title: Occurrence Download

description: A dataset containing 315530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Pinus halepensis Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315530 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065004-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx5gwm
title: Occurrence Download

description: A dataset containing 19047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petrochelidon pyrrhonota (Vieillot, 1817)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 19047 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362133-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-56225
title: Redemption tidings, vol. 37, nos. 1-52, 1 Jan. - 22 Dec. 1961

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.36j2y4
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania desmocephala B.L.Rob."
 ]
}

 The dataset includes 84 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040656-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxrjg8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Horizocerus albocristatus cassini (Finsch, 1903)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029681-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29nwqb
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Africa",
 "Continent is South America",
 "Continent is North America",
 "Continent is Asia"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Giraffa camelopardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 196 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285624-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfzf68
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilosella tardiuscula (Peter) Soják"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080163-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-56569
title: Redemption tidings, vol. 37, nos. 1-52, 1 Jan. - 22 Dec. 1961

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.5sfydm
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Picoides canicapillus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080169-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rs3n4
title: Occurrence Download

description: A dataset containing 122116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trifolium medium L."
 ]
}

 The dataset includes 122116 records from 499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058975-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-56557
title: Redemption tidings, vol. 37, nos. 1-52, 1 Jan. - 22 Dec. 1961

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.a35n2m
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draco modiglianii Vinciguerra, 1892"
 ]
}

 The dataset includes 91 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285764-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-56517
title: Redemption tidings, vol. 37, nos. 1-52, 1 Jan. - 22 Dec. 1961

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.bgg6fb
title: Occurrence Download

description: A dataset containing 352750 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudoacacia L."
 ]
}

 The dataset includes 352750 records from 2967 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205126-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.11377524
title: MOESM2 of Systematic analysis of gene expression profiles reveals prognostic stratification and underlying mechanisms for muscle-invasive bladder cancer

description: Additional file 2: Table S2. The potential anticancer drugs for MIBC based on the literature mining.
DOI: 10.6084/m9.figshare.13474893
title: FACS surface marker expression and single cell culture outcomes

description: CSV file with FACS index marker intensities of founding cells and cell types generated by these cells in culture
DOI: 10.6084/m9.figshare.11377518
title: MOESM1 of Systematic analysis of gene expression profiles reveals prognostic stratification and underlying mechanisms for muscle-invasive bladder cancer

description: Additional file 1: Table S1. The predicted pathways that the signature genes may participate in.
DOI: 10.6084/m9.figshare.11377518.v1
title: MOESM1 of Systematic analysis of gene expression profiles reveals prognostic stratification and underlying mechanisms for muscle-invasive bladder cancer

description: Additional file 1: Table S1. The predicted pathways that the signature genes may participate in.
DOI: 10.6084/m9.figshare.19766029
title: Additional file 11 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 11.
DOI: 10.6084/m9.figshare.19766029.v1
title: Additional file 11 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 11.
DOI: 10.6084/m9.figshare.19766032.v1
title: Additional file 12 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 12.
DOI: 10.6084/m9.figshare.19766035
title: Additional file 1 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 1.
DOI: 10.6084/m9.figshare.11377566.v1
title: MOESM6 of shinyBN: an online application for interactive Bayesian network inference and visualization

description: Additional file 6. An R script containing all the code to construct the stroke network using conditional probability tables provided in [1].
DOI: 10.6084/m9.figshare.19766035.v1
title: Additional file 1 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 1.
DOI: 10.6084/m9.figshare.11377572.v1
title: MOESM7 of shinyBN: an online application for interactive Bayesian network inference and visualization

description: Additional file 7. A zip archive containing the testing files of shinyBN.
DOI: 10.6084/m9.figshare.19766032
title: Additional file 12 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 12.
DOI: 10.6084/m9.figshare.11377524.v1
title: MOESM2 of Systematic analysis of gene expression profiles reveals prognostic stratification and underlying mechanisms for muscle-invasive bladder cancer

description: Additional file 2: Table S2. The potential anticancer drugs for MIBC based on the literature mining.
DOI: 10.6084/m9.figshare.9804896
title: External immune inhibitory efficiency of external secretions and their metabolic profiling in red palm weevil, Rhynchophorus ferrugineus (Coleoptera: Curculionidae)

description: External secretions play a vital role in
external immune defense. However, the functions and components of these
exudates are largely unknown in the red palm weevil, <i>Rhynchophorus ferrugineus</i> (Olivier) (Coleoptera: Curculionidae). In
order to determine their role in external immunity, the immunosuppressive
efficacy of the secretions <i>in vitro</i> against
microbes, including bacteria and fungi, was clarified. In the present study, we
found that these secretions had antimicrobial activity <i>in vitro</i>, implying external immunizing potency against pathogens. Surprisingly,
all liquid phases of secretions could not significantly inhibit the growth of microbes <i>in vitro</i> compared to solid phases. To explain this phenomenon, the
composition and emission differentia of secretions from the exocrine glands
associated with different developmental stages, secretory regions and phases
were identified and analyzed based on metabonomics technique. A total of more than two hundred compounds, including quinines, phenols, aldehydes,
acids, alcohols, saccharides, ketones, esters,
amines, salts, ureas and heterocycles, were identified in the secretions of larvae and adults. The liquid phase shared a number of metabolites
with the solid phase, but the emission types and amounts were significantly
different in the two phases, resulting in differences in external immunological
activity. Tyrosine
and p-benzoquinone were the dominant metabolites
in all of the secretions, accounting for
approximately 11.29% of emissions, with the portion in the solid phase being
generally higher than the liquid phase. Moreover,
only
p-benzoquinone was entirely significantly up-regulated in the solid phase compared to the liquid phase. Therefore, metabolome analysis suggested
that p-benzoquinone,
which may potentially be developed to be a valuable
marker for determining external immunity, was considered to be the main
substance responsible for external immune functions. This hypothesis was further demonstrated by the antimicrobial activity of p-benzoquinone.
DOI: 10.6084/m9.figshare.19766038
title: Additional file 2 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 2.
DOI: 10.6084/m9.figshare.19766044.v1
title: Additional file 4 of Genomic analysis of two Chinese isolates of hyphantria cunea nucleopolyhedrovirus reveals a novel species of alphabaculovirus that infects hyphantria cunea drury (lepidoptera: arctiidae)

description: Additional file 4.