cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/4jttkf
title: Replication Data for: Training caretakers to clean community wells is a highly cost-effective way to reduce exposure to coliform bacteria

description: Anonymized data and replication code.
DOI: 10.7910/dvn/4ix9s3
title: A97_8347a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8cb55f62-8030-425a-b10e-2ece9a9c921a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8cb55f62-8030-425a-b10e-2ece9a9c921a
DOI: 10.7910/dvn/4ltvel
title: Imperfect Pumpkin: An open image dataset of imperfect Pumpkins for machine vision enabled grading of produce based on visual characteristics.

description: Open Image Data Set of Imperfect Pumpkins
DOI: 10.7910/dvn/4wdnqo
title: Shanghai

description: Shanghai is a series of tables and text files associated with: Annual trade report and returns - 1928. Created by: China. Hai guan zong shui wu si shu
description: Annual trade report and returns - 1928
DOI: 10.7910/dvn/4k544e
title: Investigation of Soil-Water Characteristic Curves for Compacted Bentonite Considering Dry Density

description: Datasets for manuscript "Investigation of Soil-Water Characteristic Curves for Compacted Bentonite Considering Dry Density" submitted to the Water Resources Research.
DOI: 10.7910/dvn/4kn8hb
title: A90_3417a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a1613ebb-7108-971a-c34a-31afaf64adbd'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a1613ebb-7108-971a-c34a-31afaf64adbd
DOI: 10.7910/dvn/4yqsll
title: A90_3638a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7c18a6eb-9579-7c33-eda0-ccd22f0db229'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7c18a6eb-9579-7c33-eda0-ccd22f0db229
DOI: 10.7910/dvn/4itcqt
title: Data and code for Global maternal health country typologies: a framework to guide policy

description: Data and R Code
DOI: 10.7910/dvn/4mui3i
title: Replication Data for: Däubler and Ó Muineacháin: Millstone or means to succeed - Party brand value, intra-party competition and personal vote-seeking

description: Däubler, Thomas and Ó Muineacháin, Séin: Millstone or means to succeed - Party brand value, intra-party competition and personal vote-seeking. Journal of Elections, Public Opinion and Parties.
DOI: 10.7910/dvn/4waaol
title: Sex-based Harassment Literature Review

description: This data set includes sex-based harassment research from 2006 - 2023 used in a systematic literature review. The research was obtained from EBSCOhost online research platform via the University of Maryland, Baltimore County (UMBC) Albin O. Kuhn Library (AOK).
DOI: 10.15468/dl.mh8ndy
title: Occurrence Download

description: A dataset containing 11594763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GbifRegion is Asia"
 ]
}

 The dataset includes 11594763 records from 5078 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001219-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7486f
title: Occurrence Download

description: A dataset containing 9317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mali",
 "OccurrenceStatus is Present",
 "TaxonKey is Circus pygargus (Linnaeus, 1758)"
 ]
}

 The dataset includes 9317 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54myfh
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Iriartea deltoidea Ruiz & Pav.",
 "Year 2014-2023"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281491-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uhavg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tetrax tetrax (Linnaeus, 1758)",
 "Year 1923-2023"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293573-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5fz34
title: Occurrence Download

description: A dataset containing 129624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aptenodytes forsteri G.R.Gray, 1844",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "Year is less than or equal to 2014",
 "Year is greater than or equal to 1850"
 ]
}

 The dataset includes 129624 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289525-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8r833
title: Occurrence Download

description: A dataset containing 1261747 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1261747 records from 1587 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074739-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9upyx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.1943 17.68714,-95.96245 17.68714,-95.96245 18.8854,-97.1943 18.8854,-97.1943 17.68714))",
 "HasCoordinate is true",
 "TaxonKey is Porthidium dunni (Hartweg & Oliver, 1938)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281485-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzq5s5
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mirafra williamsi Macdonald, 1956)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293595-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ebcwe
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphyrna lewini (Griffith & Smith, 1834)",
 "Country is Australia",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1378 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289522-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7unr9n
title: Occurrence Download

description: A dataset containing 70600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (North America, South America)",
 "DatasetKey is one of (MSB Amphibian and Reptile Collection (Arctos), Formación de una base de datos y elaboración de un atlas de la herpetofauna de México (Anfibiosreptiles), CAS Herpetology (HERP), LACM Vertebrate Collection, Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila, Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila, UCM Amphibian and Reptile Collection (Arctos), KUBI Herpetology Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Teiidae"
 ]
}

 The dataset includes 70600 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dxen8
title: Occurrence Download

description: A dataset containing 32840 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu Paraense Emílio Goeldi - Lacertilia Collection"
 ]
}

 The dataset includes 32840 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.08b2wfkl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1510126 records)
DOI: 10.15468/dl.vsqqfc
title: Occurrence Download

description: A dataset listing the 12770 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Azerbaijan",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 12770 records were derived from 552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000085-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26207/g8tv-fv21
title: Evaluating Transfer Learning Strategies for WSe2 Thin Film Micrograph Analysis
DOI: 10.15468/dl.tyy49y
title: Occurrence Download

description: A dataset listing the 21567 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Bahamas",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 21567 records were derived from 908 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000086-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wez99c
title: Occurrence Download

description: A dataset containing 9552 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UK Biodiversity Action Plan Invertebrate Data for Wales"
 ]
}

 The dataset includes 9552 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000091-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/2627
title: GH-NH-term-extraction
DOI: 10.15468/dl.9ecjsa
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium turredanum Losa & Rivas Goday"
 ]
}

 The dataset includes 274 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000096-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12548186
title: Data for: Influence of Anomalous Ocean Heat Transport on the Extratropical Atmospheric Circulation in a High-Resolution Slab-Ocean Coupled Model

description: This dataset, provided in NetCDF format, supports the research presented in the paper titled "Influence of Anomalous Ocean Heat Transport on the Extratropical Atmospheric Circulation in a High-Resolution Slab-Ocean Coupled Model." Please contact Dr. Sun (ltsun@rams.colostate.edu) if you have any questions.
DOI: 10.5281/zenodo.8248059
title: Supporting Information for "Solvent modulated specific ion effects: PNIPAM brushes in non-aqueous electrolytes"

description: This deposition contains the data and analysis (Jupyter notebooks) detailed in Solvent modulated specific ion effects: PNIPAM brushes in non-aqueous electrolytes. All Jupyter notebooks have also been converted into PDF files for ease of viewing.


 


All data and code (notebooks) required to reproduce the analysis can be found within the “supporting_data_analysis.zip” archive. This archive contains three sub-directories:



	
Ellipsometry
	

		
Data directories containing all raw ellipsometry data for the ‘thick’ and ‘thin’ PNIPAM brushes.
		
Spatial maps of the polymer brush used for spectroscopic ellipsometry data analysis: “surface_map.png”.
		
“refellips_Spectroscopic_SL.ipynb” notebook to reproduce the analysis of the hydrated (solid-liquid) ‘thin’ polymer brush. Relevant plotting tools can be found in the refellips repo.
		
“Ellipsometry_logistical_fitting.ipynb” notebook and “water_results.csv” file for the demonstration of the extraction of a thermotransition temperature from an ellipsometry dataset. 
		
“refellips_Spectroscopic_SL_VFP.ipynb” notebook to reproduce the analysis of the hydrated (solid-liquid) ‘thick’ polymer brush.
	
	
	
Neutron_reflectometry
	

		
Data directory containing all relevant reduced reflectivity profiles from the Platypus reflectometer at ANSTO.
		
“refnx_dry.ipynb” and “refnx_solvent.ipynb” notebooks required to reproduce the analysis pertaining to a dry polymer brush and a solvated brush, respectively.
		
Additional code required to model the hydrated polymer brush and various plotting tools can be in the refnxtoolbox repo.
DOI: 10.5281/zenodo.8248060
title: Supporting Information for "Solvent modulated specific ion effects: PNIPAM brushes in non-aqueous electrolytes"

description: This deposition contains the data and analysis (Jupyter notebooks) detailed in Solvent modulated specific ion effects: PNIPAM brushes in non-aqueous electrolytes. All Jupyter notebooks have also been converted into PDF files for ease of viewing.


 


All data and code (notebooks) required to reproduce the analysis can be found within the “supporting_data_analysis.zip” archive. This archive contains three sub-directories:



	
Ellipsometry
	

		
Data directories containing all raw ellipsometry data for the ‘thick’ and ‘thin’ PNIPAM brushes.
		
Spatial maps of the polymer brush used for spectroscopic ellipsometry data analysis: “surface_map.png”.
		
“refellips_Spectroscopic_SL.ipynb” notebook to reproduce the analysis of the hydrated (solid-liquid) ‘thin’ polymer brush. Relevant plotting tools can be found in the refellips repo.
		
“Ellipsometry_logistical_fitting.ipynb” notebook and “water_results.csv” file for the demonstration of the extraction of a thermotransition temperature from an ellipsometry dataset. 
		
“refellips_Spectroscopic_SL_VFP.ipynb” notebook to reproduce the analysis of the hydrated (solid-liquid) ‘thick’ polymer brush.
	
	
	
Neutron_reflectometry
	

		
Data directory containing all relevant reduced reflectivity profiles from the Platypus reflectometer at ANSTO.
		
“refnx_dry.ipynb” and “refnx_solvent.ipynb” notebooks required to reproduce the analysis pertaining to a dry polymer brush and a solvated brush, respectively.
		
Additional code required to model the hydrated polymer brush and various plotting tools can be in the refnxtoolbox repo.
DOI: 10.5281/zenodo.10095980
title: Supporting information for "Illuminating the nanostructure of diffuse interfaces: Recent advances and future directions in reflectometry techniques"

description: This deposition contains the data and analysis (Jupyter notebooks) detailed in Illuminating the nanostructure of diffuse interfaces: Recent advances and future directions in reflectometry techniques. All Jupyter notebooks have also been converted into PDF files for ease of viewing.
 
All data and code (notebooks) required to reproduce the analysis can be found within the "supporting_data_analysis.zip" archive. This archive contains two sub-directories:

insituAnalysis

Jupyter notebook outlining how to perform the `on-the-fly' analysis.
Data directory containing all temporally sliced neutron reflectometry data.
MaxEnt

Jupyter notebook outlining how to perform the maximum entropy modelling approach for polymer volume fraction profiles.
Data directory containing relevant neutron reflectometry data and PCHIP spline modelling by Gresham et al. (10.1107/S160057672100251X).
Code available on the refnx-models GitHub repo.
DOI: 10.5281/zenodo.10095981
title: Supporting information for "Illuminating the nanostructure of diffuse interfaces: Recent advances and future directions in reflectometry techniques"

description: This deposition contains the data and analysis (Jupyter notebooks) detailed in Illuminating the nanostructure of diffuse interfaces: Recent advances and future directions in reflectometry techniques. All Jupyter notebooks have also been converted into PDF files for ease of viewing.
 
All data and code (notebooks) required to reproduce the analysis can be found within the "supporting_data_analysis.zip" archive. This archive contains two sub-directories:

insituAnalysis

Jupyter notebook outlining how to perform the `on-the-fly' analysis.
Data directory containing all temporally sliced neutron reflectometry data.
MaxEnt

Jupyter notebook outlining how to perform the maximum entropy modelling approach for polymer volume fraction profiles.
Data directory containing relevant neutron reflectometry data and PCHIP spline modelling by Gresham et al. (10.1107/S160057672100251X).
Code available on the refnx-models GitHub repo.
DOI: 10.15468/dl.xk2vkr
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes scapularis Rondani, 1848"
 ]
}

 The dataset includes 1378 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000097-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11229928
title: Dataset for "Impact of the flow-field distribution channel cross-section geometry on PEM fuel cell performance: stamped vs. milled channel"

description: Experimental data comprises raw data from load curve characterisation of a PEM fuel cell used for the validation of the mathematical model. Model data comprise of space-dependent values of hydrogen and oxygen concentration, local current densities, gas pressures and gas velocities in the modelled cell. These data were used for the investigation of the effect of different geometric parameters of flow-field channels on the performance of a PEM fuel cell.
DOI: 10.5281/zenodo.11229929
title: Dataset for "Impact of the flow-field distribution channel cross-section geometry on PEM fuel cell performance: stamped vs. milled channel"

description: Experimental data comprises raw data from load curve characterisation of a PEM fuel cell used for the validation of the mathematical model. Model data comprise of space-dependent values of hydrogen and oxygen concentration, local current densities, gas pressures and gas velocities in the modelled cell. These data were used for the investigation of the effect of different geometric parameters of flow-field channels on the performance of a PEM fuel cell.
DOI: 10.3886/e206761
title: Incentivized collaborative care to disseminate and enhance contingency management services

description: This was a single-group, non-experimental behavioral intervention development study. The study was designed as a preliminary investigation of the effects of monetary incentives (pay for performance, P4P) on the clinical care and decision-making of buprenorphine prescribers. Methodological, procedural, and intervention details are available in a published manuscript with the same title.
DOI: 10.3886/e206761v1
title: Incentivized collaborative care to disseminate and enhance contingency management services

description: This was a single-group, non-experimental behavioral intervention development study. The study was designed as a preliminary investigation of the effects of monetary incentives (pay for performance, P4P) on the clinical care and decision-making of buprenorphine prescribers. Methodological, procedural, and intervention details are available in a published manuscript with the same title.
DOI: 10.15468/dl.ws5537
title: Occurrence Download

description: A dataset containing 70600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (North America, South America)",
 "DatasetKey is one of (MSB Amphibian and Reptile Collection (Arctos), Formación de una base de datos y elaboración de un atlas de la herpetofauna de México (Anfibiosreptiles), CAS Herpetology (HERP), LACM Vertebrate Collection, Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila, Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila, UCM Amphibian and Reptile Collection (Arctos), KUBI Herpetology Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Teiidae"
 ]
}

 The dataset includes 70600 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000098-240626123714530/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.25742837
title: Artemisinin derivatives as potential drug candidates against <i>Mycobacterium tuberculosis</i>: insights from molecular docking, MD simulations, PCA, MM/GBSA and ADMET analysis

description: Tuberculosis, one of the most ancient and formidable infectious diseases, primarily arises from the pathogenic bacterium <i>Mycobacterium tuberculosis (Mtb)</i>. Phosphoenolpyruvate carboxykinase (Pck), a potential drug target, is essential for the growth of <i>Mtb</i> that involves in the pathway of gluconeogenesis at the centre of phosphoenolpyruvate-pyruvate-oxaloacetate node. This study aims to understand drug-like properties of the compounds derived from artemisinin, and to investigate their inhibitory roles against <i>Mtb</i>. Molecular docking was performed on a set of 56 artemisinin compounds to identify their binding efficacy to the <i>Mtb</i> protein target. Subsequently, the selected top three complexes were subjected to molecular dynamics simulations. By the trajectory analysis, root mean square deviation and radius of gyration indicated the compactness of the systems without much fluctuation. The principal component analysis revealed that the complexes were less dynamic and energetically more favourable, and Gibbs energy landscape revealed the favourable energetic transitions between conformations. The artemisinin dimer primary alcohol holding good bioavailability scores appears highly stable in complex with Pck (MM/GBSA of −37.67 kcal/mol) that stands as a potential inhibitor of the <i>Mtb</i> target. However, further preclinical experiments and investigations are necessary to evaluate the intrinsic properties and to confirm effectiveness of the drug candidate.