cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6jfmpy
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia ×bacillaris Lindl."
 ]
}

 The dataset includes 102 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082397-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ptn6
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia decidua Standl."
 ]
}

 The dataset includes 134 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082398-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcvddh
title: Occurrence Download

description: A dataset containing 157923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Vanessa Fabricius, 1807"
 ]
}

 The dataset includes 157923 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082382-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74yfdh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis L.",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082399-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxq7uj
title: Occurrence Download

description: A dataset containing 4015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga aizoides L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4015 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqsvh6
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Myrmecocichla tholloni (Oustalet, 1886)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 204 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082401-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrzhff
title: Occurrence Download

description: A dataset containing 18294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Urocyon cinereoargenteus (Schreber, 1775)"
 ]
}

 The dataset includes 18294 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082402-250525065834625/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/12334661
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.rkgy46
title: Occurrence Download

description: A dataset containing 1246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Mystacornis crossleyi (A.Grandidier, 1870)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1246 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082403-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyge37
title: Occurrence Download

description: A dataset containing 219810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Danaus Kluk, 1802"
 ]
}

 The dataset includes 219810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082393-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15778275
title: WSU Smart Environment Novelty Generator

description: This dataset is part of a framework for testing novelty-aware agents in the Smart Environment domain. See the associated GitHub repository here for more information. The agent is evaluated on a set of trials for each type of novelty. Each trial provides a sequence of episodes, where each episode is one day in the life of the smart environment (i.e., smart home). At some point in the sequence of episodes, a novelty is introduced and persists for the remainder of the trial. There are 8 levels of novelty (again, see the repo referenced above), including trials with no novelty (level 0). Furthermore, each novelty level is categorized as easy, medium, or hard difficulty based on the likely impact of the novelty on the agent's performance. The agent is evaluated on 30 trials for each novelty level/difficulty, and each trial consists of 200 episodes. Data for the various novelty levels are available at the following links due to their size.







Novelty Levels 0-5: Trials and episodes used to evaluate the agent on novelty levels 0-5. File: smartenv_012345.zip.




Novelty Levels 0,6-8: Trials and episodes used to evaluate the agent on novelty levels 0, 6, 7 and 8. The level 0 trials are different than the above level 0 trials, but are added here so that level 0 trials can be included along with evaluation of level 6-8, if desired. File: smartenv_0678.zip.




Training data: Training data for each of the three smart environment testbeds. These three CSV files should be put in the same location as the unzipped folders above. File: smartenv_training.zip.
DOI: 10.5281/zenodo.15778276
title: WSU Smart Environment Novelty Generator

description: This dataset is part of a framework for testing novelty-aware agents in the Smart Environment domain. See the associated GitHub repository here for more information. The agent is evaluated on a set of trials for each type of novelty. Each trial provides a sequence of episodes, where each episode is one day in the life of the smart environment (i.e., smart home). At some point in the sequence of episodes, a novelty is introduced and persists for the remainder of the trial. There are 8 levels of novelty (again, see the repo referenced above), including trials with no novelty (level 0). Furthermore, each novelty level is categorized as easy, medium, or hard difficulty based on the likely impact of the novelty on the agent's performance. The agent is evaluated on 30 trials for each novelty level/difficulty, and each trial consists of 200 episodes. Data for the various novelty levels are available at the following links due to their size.







Novelty Levels 0-5: Trials and episodes used to evaluate the agent on novelty levels 0-5. File: smartenv_012345.zip.




Novelty Levels 0,6-8: Trials and episodes used to evaluate the agent on novelty levels 0, 6, 7 and 8. The level 0 trials are different than the above level 0 trials, but are added here so that level 0 trials can be included along with evaluation of level 6-8, if desired. File: smartenv_0678.zip.




Training data: Training data for each of the three smart environment testbeds. These three CSV files should be put in the same location as the unzipped folders above. File: smartenv_training.zip.
DOI: 10.34847/nkl.6bb1l616
title: Bibliographie additionnelle
title: Additional bibliography

description: Références bibliographiques complémentaires pour les notices de sites (DS.1) et les tables de données (DS.2B, DS.2C, DS.3A)
description: Additional bibliographic references for the sites records (DS.1) and data tables (DS.2B, DS.2C, DS.3A)
description: Temporal: Mésolithique, Mésolithique ancien, Mésolithique récent/final, Néolithique précéramique Néolithique « sans céramique », Néolithique céramique, Starčevo, Criş, Körös, Chalcolithique ancien, Complexe à lames et trapèzes, Castelnovien, Néolithique, Néolithique égéen et balkanique à céramique « monochrome » et/ou peintes, Starčevo, Complexe Impresso-Cardial, Impressa, Cardial, Épicardial, Stentinello, Kronio, Danilo, Kakanj, Vlaška, Catignano, Scaloria bassa, Ripoli, Céramique linéaire, Frioul, Fiorano, Gaban, Pianaccia, Vhò
description: temporal: Mésolithique, Mésolithique ancien, Mésolithique récent/final, Néolithique précéramique Néolithique « sans céramique », Néolithique céramique, Starčevo, Criş, Körös, Chalcolithique ancien, Complexe à lames et trapèzes, Castelnovien, Néolithique, Néolithique égéen et balkanique à céramique « monochrome » et/ou peintes, Starčevo, Complexe Impresso-Cardial, Impressa, Cardial, Épicardial, Stentinello, Kronio, Danilo, Kakanj, Vlaška, Catignano, Scaloria bassa, Ripoli, Céramique linéaire, Frioul, Fiorano, Gaban, Pianaccia, Vhò
DOI: 10.15468/dl.zvsupx
title: Occurrence Download

description: A dataset containing 1030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia encliandra (Zucc.) Steud."
 ]
}

 The dataset includes 1030 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082406-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh3jkj
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Diphysa humilis Oerst."
 ]
}

 The dataset includes 88 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082404-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swpmrh
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Namibornis herero (Meyer de Schauensee, 1931)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 634 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082409-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9cpkc
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia fulgens Moc. & Sessé ex DC."
 ]
}

 The dataset includes 547 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082408-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv4ecm
title: Occurrence Download

description: A dataset containing 4003 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia microphylla Kunth"
 ]
}

 The dataset includes 4003 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082410-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.6bb7om5t
title: 03_artefatto_agrinion_0091
title: 249.0

description: 1.0
description: Source: Socal, Michela
description: Provenance: Agrinio
description: Provenance: Museo Archeologico
description: Provenance: 1698.0
description: modified: 43265.0
DOI: 10.15468/dl.czy9wb
title: Occurrence Download

description: A dataset containing 27559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 27559 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082411-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbdaqf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus L.",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082412-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkqfvp
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus L.",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 708 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g96ham
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus L.",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 220 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082414-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.26485597
title: Data for paper "Adipose tissue and adipose derived stromal cells can reduce skin contraction in an <i>in vitro</i> tissue engineered full thickness skin model."

description: Research into the effect of adipose tissue on skin contraction using a tissue engineered model of skinHuman tissue and cells used as part of this project were collected following the protocols approved by the following NHS Research Ethics committees:“<i>A laboratory study into the role of adipose tissue and cells in skin and other soft tissue wound healing, scar revision and tissue regeneration</i>.” NHS North East - Tyne & Wear South Research Ethics Committee, Reference 21/NE/0115. Approved 22 June 2021.<br>“<i>Donation of waste surgical tissue for research purposes</i>” NHS Yorkshire & The Humber - Sheffield Research Ethics Committee, reference15/YH/0177. Approved 3rd June 2015.
DOI: 10.15131/shef.data.26485597.v1
title: Data for paper "Adipose tissue and adipose derived stromal cells can reduce skin contraction in an <i>in vitro</i> tissue engineered full thickness skin model."

description: Research into the effect of adipose tissue on skin contraction using a tissue engineered model of skinHuman tissue and cells used as part of this project were collected following the protocols approved by the following NHS Research Ethics committees:“<i>A laboratory study into the role of adipose tissue and cells in skin and other soft tissue wound healing, scar revision and tissue regeneration</i>.” NHS North East - Tyne & Wear South Research Ethics Committee, Reference 21/NE/0115. Approved 22 June 2021.<br>“<i>Donation of waste surgical tissue for research purposes</i>” NHS Yorkshire & The Humber - Sheffield Research Ethics Committee, reference15/YH/0177. Approved 3rd June 2015.
DOI: 10.15468/dl.r4wzbr
title: Occurrence Download

description: A dataset containing 2688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Neafrapus boehmi (Schalow, 1882)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2688 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082416-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd937g
title: Occurrence Download

description: A dataset containing 9502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "TaxonKey is Scorpaenidae"
 ]
}

 The dataset includes 9502 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082415-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.24982200
title: What makes online political ads unacceptable? Interrogating public attitudes to inform regulatory responses

description: This is the original survey data we collected in 2022, where 1,881 UK respondents evaluated the acceptability of all political ads placed on Facebook during the 2019 UK General Election. This project was approved on ethics grounds by the University of Sheffield on 31/01/2022, under the reference number 044534.
DOI: 10.15131/shef.data.24982200.v1
title: What makes online political ads unacceptable? Interrogating public attitudes to inform regulatory responses

description: This is the original survey data we collected in 2022, where 1,881 UK respondents evaluated the acceptability of all political ads placed on Facebook during the 2019 UK General Election. This project was approved on ethics grounds by the University of Sheffield on 31/01/2022, under the reference number 044534.
DOI: 10.15131/shef.data.24982200.v2
title: What makes online political ads unacceptable? Interrogating public attitudes to inform regulatory responses

description: This is the original survey data we collected in 2022, where 1,881 UK respondents evaluated the acceptability of all political ads placed on Facebook during the 2019 UK General Election. This project was approved on ethics grounds by the University of Sheffield on 31/01/2022, under the reference number 044534.
DOI: 10.15131/shef.data.28228484
title: Data for “Secondary electron hyperspectral imaging of carbons: New insights and good practice guide”

description: This repository contains the data package for the research paper titled "Secondary electron hyperspectral imaging of carbons: New insights and good practice guide".Contact: SM3 (SEE MORE MAKE MORE) project PI, Professor Cornelia Rodenburg, c.rodenburg@sheffield.ac.uk.Acknowledgements:JFN and SC acknowledge support from the Faraday Institution through project FutureCat (FIRG017).JFN acknowledges support from the Faraday Institution through the studentship (FITG028-B) and thanks Arron Bird for providing CVD carbon reference materials.The authors acknowledge EPSRC funding through See More Make More: EP/V012762/1, EP/V011995/1, EP/V012037/1.The authors acknowledge: use of characterisation facilities within the David Cockayne Centre for Electron Microscopy (DCCEM), Department of Materials, University of Oxford, alongside financial support provided by the Henry Royce Institute (Grant ref EP/R010145/1); use of facilities within the Loughborough Materials Characterisation Centre and for access to the Helios PFIB, funded by the EPSRC grant EP/P030599/1; access to the Helios Nanolab 650 in the Centre for High-Throughput Phenogenomics at the University of British Columbia, a facility supported by the Canada Foundation for Innovation, British Columbia Knowledge Development Foundation, and the UBC Faculty of Dentistry; Electron microscopy and analysis was performed in the Sorby Centre for Electron Microscopy at the University of Sheffield.ZP, FM and TM acknowledge support from The Czech Academy of Sciences (project RVO:68081731 and Strategy AV21, Breakthrough future technologies), CF Electron microscopy and Raman spectroscopy (ISI CAS) supported by the Czech-BioImaging large RI project (LM2023050 funded by MEYS CR) for access to the Helios G4 HP (courtesy Thermo Fisher Scientific Brno).AK, AT, SC and CR acknowledge the EPSRC grant EP/V007696/1, "Near-Field Optical Spectroscopy Centre at Sheffield, NOSC”.CR, NTHF and FM acknowledge discussions enabled by FIT4NANO (CA19140) through FIT4NANO workshops.The authors acknowledge Dr Benjamen Reed (National Physical Laboratory, U.K.) for the acquisition and analysis of the XPS data provided in this report, and for discussions and comments. The authors further acknowledge Dr Vivian Tong (National Physical Laboratory, U.K) for providing comments. These activities were supported by the National Measurement System of the UK Department of Science, Innovation and Technology.