cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26023/gtw2-6gfd-zt0w
title: IMPROVE: University of Washington Convair-580 Cloud and Microphysics Data. Version 1.0

description: This dataset includes airborne measurements obtained from the Convair-580 aircraft during the Improvement of Microphysical Parameterization through Observational Verification Experiment 1 (IMPROVE-1). This dataset contains a variety of cloud and microphysics including 2DC probe, liquid water content, state parameter, size spectrum of cloud and precipitation, dew point, and cloud drop effective radius data in both ASCII text and Excel formats. Parameters are not consistent across the data files in this dataset.
DOI: 10.15468/dl.nnjscg
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achillea pannonica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043118-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13250508
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30272272
title: Venda chicken genome

description: This dataset is the genome assembly for the Venda chicken, compiled using PacBio HiFi and Omni-C reads. It is 1,09Gb in size. This is for a Venda chicken adult female, collected in Limpopo Province, South Africa.
DOI: 10.6084/m9.figshare.30272272.v1
title: Venda chicken genome

description: This dataset is the genome assembly for the Venda chicken, compiled using PacBio HiFi and Omni-C reads. It is 1,09Gb in size. This is for a Venda chicken adult female, collected in Limpopo Province, South Africa.
DOI: 10.26023/6szt-xy6r-ex0w
title: IMPROVE: University of Washington Convair-580 State Parameters. Version 1.0

description: This dataset includes airborne measurements obtained from the Convair-580 aircraft during the Improvement of Microphysical Parameterization through Observational Verification Experiment 1 (IMPROVE-1). This dataset contains state parameter, temperature, and wind data in both Excel and ASCII text formats. Parameters are not consistent across the data files in this dataset.
DOI: 10.15468/dl.d9zvmd
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((49.53511 -16.00904,50.35643 -16.00904,50.35643 -15.37323,49.53511 -15.37323,49.53511 -16.00904))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 377 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043121-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4bngq
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043123-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfzx39
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043122-250920141307145/datasets/export for details.
DOI: 10.15468/dl.wmfegu
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boltonia asteroides",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043124-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcvw27
title: Occurrence Download

description: A dataset containing 12555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 12555 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043127-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2m3a9
title: Occurrence Download

description: A dataset containing 18172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Cervus elaphus",
 "Year 2005-2025"
 ]
}

 The dataset includes 18172 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043126-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/666p-w658-y209
title: IMPROVE: University of Washington Rawinsonde Sounding Data in Westport. Version 1.0

description: This dataset includes the University of Washington's rawinsonde sounding data obtained during the Improvement of Microphysical Parameterization through Observational Verification Experiment 1 (IMPROVE-1) taken from Westhaven State Park in Westport, WA. Data are in ASCII text format.
DOI: 10.15468/dl.atb5mg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boltonia asteroides",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043129-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00004778.1
title: Available datapackage for study 'A Phase 2 Open-Label, Randomized, Multi-center Study of Neoadjuvant Abiraterone Acetate (CB7630) Plus Leuprolide Acetate and Prednisone Versus Leuprolide Acetate Alone in Men With Localized High Risk Prostate Cancer'

description: The purpose of this study is to evaluate safety and efficacy of abiraterone acetate plus leuprolide acetate and prednisone, versus leuprolide acetate alone in male participants with prostate cancer (a disease in which cells in the prostate gland become abnormal and start to grow uncontrollably, forming tumors) who are suitable candidates for prostatectomy (surgery to remove all or part of the prostate gland).
DOI: 10.26023/hzw2-eedd-780y
title: University of Washington Convair-580 IMPROVE-1 flight videos. Version 1.0

description: This dataset consists of 18 .mp4 video files from flights of the University of Washington's Convair 580 aircraft during the Improvement of Microphysical PaRameterization through Observational Verification Experiment (IMPROVE-1). WARNING: This is a big dataset. Most .mp4 files are 1-6 GB. Each order can contain a maximum of 24 GB of data. For very large orders, it may be preferable for you to access these data via a loaner external hard drive. Please contact Steve Williams (sfw AT ucar DOT edu) for these very large orders.
DOI: 10.15468/dl.tzsdmf
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043131-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1133073
title: Digital Archive from an Archaeological Monitoring at Tillbrooks Garage, Wethersfield, Essex, March 2017

description: This collection comprises reports, images, site records, and a vector drawing from an archaeological monitoring and recording at land at Tillbrooks Garage, High Street, Wethersfield, Essex undertaken by Colchester Archaeological Trust in March 2017, during groundworks for the construction of two new dwellings.
DOI: 10.15468/dl.m8w7bc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calendula suffruticosa",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043132-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/gw2c-ck7k-ee08
title: IMPROVE-II Aircraft Flight Logs and Summaries. Version 1.0

description: This dataset contains the Aircraft Flight Logs and Summaries for flights 1891-1901 of the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE-2). Files are separated by flight, and contain flight logs, voice transcriptions, and flight summaries.
DOI: 10.25318/4610009801-eng
title: Residential property owners by immigration characteristics

description: Number of residents owners who are persons occupying one of their residential properties, as well as the total assessment value of owned properties, total family income, age, by number of residential properties owned, immigration status and immigration characteristics (admission category, place of birth).
DOI: 10.26023/ehbk-vm2c-df0y
title: IMPROVE-II Quality Assurance Assessments. Version 1.0

description: This dataset contains the Quality Assurance Assessments for flights 1887-1906 of the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE-2). Files are separated by flight.
DOI: 10.15468/dl.qpvcam
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carthamus oxyacanthus",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043135-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx3bxp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carthamus oxyacanthus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043136-250920141307145/datasets/export for details.
DOI: 10.15468/dl.24ypdk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043134-250920141307145/datasets/export for details.
DOI: 10.18150/w8au5g
title: Comparison of the LEDs benefiting from built-in electric fields grown on Ga- and N-polar bulk GaN substrates

description: Data presented in figures for the publication
DOI: 10.7929/issda/rttlv9
title: Quarterly National Household Survey (QNHS) Module on Health, Q3 2007

description: The Quarterly National Household Survey (QNHS) began in September 1997 and ran until Q2 2017 when it was replaced by the Labour Force Survey (LFS). While the main purpose of the QNHS was the production of quarterly labour force estimates, the QHNS also conducted special modules on different social topics each quarter. This special module on Health was run in the three months from June to August 2007. This was an update of a previous health module asked during the same period in 2001. Please note that due to CSO restrictions, these files cannot be matched to their associated microdata files.
DOI: 10.25318/4610009801-fra
title: Propriétaires de propriétés résidentielles selon les caractéristiques d’immigration

description: Nombre de propriétaires qui sont des personnes résidentes occupant l'une de leurs propriétés résidentielles, ainsi que la valeur totale de l’évaluation foncière de leurs propriétés, le revenu familial total, l’âge, selon le nombre de propriétés résidentielles détenues, le statut d’immigration et les caractéristiques d’immigration (catégorie d’admission, lieu de naissance).
DOI: 10.5281/zenodo.17201445
title: Cooling runs of poly(lactic acid) for estimation of glass transition temperature

description: Atomistic simulations of poly(lactic acid) and its stereoisomers of different molecular weights. The preparation of the systems is described elsewhere [1].

The dataset contains cooling runs of different cooling velocities for each system. The label PLLA denotes a system with only L-type of monomers, the label PDLA denotes a system with only D-type of monomers and the label copo100 is used for compolymer systems with 100 monomers per chain of both types. The percentage of D monomer in each copolymer is indicated in the label (55% and 16%). The cooling was performed from 500K to 200K. The last frames of the publicly available trajectories were used as the initial configurations for the simulations.[2] The cooling velocity can be calculated as 300K/(length of the simulation). The density from the runs can be analyzed to estimate the glass transition temperature as a function of cooling velocity. This procedure has been a part of a Master thesis presented and defended in July 2025 by Sheintly Díaz González  within the Master in Nanoscience and Materials Technology of University of Cádiz, Spain.[3]

All files are in Gromacs format. The used force field parameters are summarized in PLAFF3.itp file in each directory. The force field was based on ref[4] and it was modified to be able to simulate copolymer structures. Namely, the tabulated potential for the backbone dihedrals was replaced by the Ryckaert-Bellemans function, which has the same parameters for both types of monomers. In addition, a new atom type was created for the D-type of monomer, to be able to properly distinguish CMAP parameters for each type of monomer.

[1] Bačová, P; Harmandaris, V.; Molina,  S. I.; Macromolecules 2025 58 (16), 8572-8580, https://pubs.acs.org/doi/10.1021/acs.macromol.5c00918

[2] Bacova, P., Harmandaris, V., & Molina, S. I. (2025). MD simulations of poly(lactic acid) chains of various molecular weights in melt [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17186105

[3] Díaz González, S., Molina, S. I., & Bacova, P. (2025). Master thesis: Computational study of biodegradable polymers with applications in 3D printing. Zenodo. https://doi.org/10.5281/zenodo.17257117

[4] McAliley, J. H.; Bruce, D. A. Development of Force Field Parameters for Molecular Simulation of Polylactide. Journal of Chemical Theory and Computation 2011, 7, 3756–3767, DOI: 10.1021/ct200251x
DOI: 10.5281/zenodo.17201444
title: Cooling runs of poly(lactic acid) for estimation of glass transition temperature

description: Atomistic simulations of poly(lactic acid) and its stereoisomers of different molecular weights. The preparation of the systems is described elsewhere [1].

The dataset contains cooling runs of different cooling velocities for each system. The label PLLA denotes a system with only L-type of monomers, the label PDLA denotes a system with only D-type of monomers and the label copo100 is used for compolymer systems with 100 monomers per chain of both types. The percentage of D monomer in each copolymer is indicated in the label (55% and 16%). The cooling was performed from 500K to 200K. The last frames of the publicly available trajectories were used as the initial configurations for the simulations.[2] The cooling velocity can be calculated as 300K/(length of the simulation). The density from the runs can be analyzed to estimate the glass transition temperature as a function of cooling velocity. This procedure has been a part of a Master thesis presented and defended in July 2025 by Sheintly Díaz González  within the Master in Nanoscience and Materials Technology of University of Cádiz, Spain.[3]

All files are in Gromacs format. The used force field parameters are summarized in PLAFF3.itp file in each directory. The force field was based on ref[4] and it was modified to be able to simulate copolymer structures. Namely, the tabulated potential for the backbone dihedrals was replaced by the Ryckaert-Bellemans function, which has the same parameters for both types of monomers. In addition, a new atom type was created for the D-type of monomer, to be able to properly distinguish CMAP parameters for each type of monomer.

[1] Bačová, P; Harmandaris, V.; Molina,  S. I.; Macromolecules 2025 58 (16), 8572-8580, https://pubs.acs.org/doi/10.1021/acs.macromol.5c00918

[2] Bacova, P., Harmandaris, V., & Molina, S. I. (2025). MD simulations of poly(lactic acid) chains of various molecular weights in melt [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17186105

[3] Díaz González, S., Molina, S. I., & Bacova, P. (2025). Master thesis: Computational study of biodegradable polymers with applications in 3D printing. Zenodo. https://doi.org/10.5281/zenodo.17257117

[4] McAliley, J. H.; Bruce, D. A. Development of Force Field Parameters for Molecular Simulation of Polylactide. Journal of Chemical Theory and Computation 2011, 7, 3756–3767, DOI: 10.1021/ct200251x
DOI: 10.25574/29601
title: Chandra X-ray Observatory ObsId 29601

description: AO-26 Sep 2025 Calibration Observations of Cas A
DOI: 10.26023/kakz-kq9e-450r
title: IMPROVE-II All-Weather Rain Gauge Data. Version 1.0

description: This dataset contains the University of Washington's rain gauge data from 5 locations in the Oregon mountains collected during the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE-2). Data are in one Excel file.
DOI: 10.15468/dl.eeh2dg
title: Occurrence Download

description: A dataset containing 1162882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2021",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1162882 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043104-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnd9ut
title: Occurrence Download

description: A dataset containing 5880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-180 -25,180 -25,180 25,-180 25,-180 -25))",
 "OccurrenceStatus is Present",
 "TaxonKey is Theobroma cacao"
 ]
}

 The dataset includes 5880 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043138-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3jkx4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea debeauxii",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043139-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/1hc7-4n1f-jw0f
title: IMPROVE-II Snow Crystal Observations. Version 1.0

description: This dataset contains the University of Washington's snow crystal observations from 5 locations in the Oregon mountains collected during the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE-2). Data were collected from 28 Nov 2001 to 22 Dec 2001, and are in Excel format.
DOI: 10.25318/4610009901-eng
title: Price-to-income ratio of residential property buyers by first-time home buyer status

description: Residents buyers who are persons that purchased a residential property in a market sale and filed their T1 tax return form, as well as total income, family total income, sale price, price-to-income ratio, and age, by the number of buyers, age group, first-time home buyer status, and buyer characteristics (sex, family type, immigration status, period of immigration, admission category).
DOI: 10.5284/1133049
title: Digital Archive from an Archaeological Field Evaluation at Silsoe Road, Maulden, Bedfordshire, September-October 2022

description: This collection comprises reports, images, and a vector drawing form an archaeological field evaluation at land off Silsoe Road, Maulden, Bedfordshire. The evaluation was undertaken by Albion Archaeology between 28th September and 4th October 2022, comprising 21 trenches in support of a planning application to Central Bedfordshire Council (CBC) for a residential development. The recorded features were of negligible significance.