cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yhz688
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, Nepal, Bhutan, China, Afghanistan, Bangladesh, Myanmar, Pakistan)",
 "TaxonKey is Celatoxia"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049379-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17706295
title: Language-Mix Exposure and Youth Well-Being: A Multi-Group Structural Equation Model of Social Comparison and Fear of Missing Out Among Indonesian Adolescents

description: This dataset contains survey responses from 612 Indonesian youth aged 16–24 across four urban regions (Yogyakarta, Bandung, Denpasar-Badung, and Jakarta), including detailed measures of language-mix exposure on social media, perceived social capital, fear of missing out, and self-reported well-being, alongside sociodemographic and digital media use indicators. The data were collected as part of a multi-site study on how everyday multilingual social media environments relate to youth psychosocial adjustment.
DOI: 10.5281/zenodo.17706294
title: Language-Mix Exposure and Youth Well-Being: A Multi-Group Structural Equation Model of Social Comparison and Fear of Missing Out Among Indonesian Adolescents

description: This dataset contains survey responses from 612 Indonesian youth aged 16–24 across four urban regions (Yogyakarta, Bandung, Denpasar-Badung, and Jakarta), including detailed measures of language-mix exposure on social media, perceived social capital, fear of missing out, and self-reported well-being, alongside sociodemographic and digital media use indicators. The data were collected as part of a multi-site study on how everyday multilingual social media environments relate to youth psychosocial adjustment.
DOI: 10.17605/osf.io/jtbzg
title: German AI Policy Dataset

description: The German AI policy dataset was compiled based on an examination of the OECD AI Observatory Dashboard (OECD AI Policy Observatory, 2023) and a detailed search on websites of German government bodies. This search was conducted using the keywords "KI" (AI) and "Künstliche Intelligenz" (Artificial Intelligence), which appear in the title or text of a document. The government websites included all German ministries that were active during the time frame from 2012 until 2021, as well as the Bundestag (German parliament). 

The dataset was created in the context of the international research project "Shaping 21st Century AI – Controversies and Closure in Media, Policy, and Research".
DOI: 10.5281/zenodo.17075676
title: Analysis of Gamification Effectiveness in Increasing Engagement and Sales on Social  E-commerce Platforms

description: In the evolving digital commerce landscape, social e-commerce platforms in Indonesia are increasingly incorporating gamification to enhance user engagement and influence purchase behaviour. This study aims to evaluate the impact of gamification features on user engagement and sales outcomes by adopting an extended Technology Acceptance Model (TAM). This study incorporates additional constructs such as Gamification Elements (GE), Social Interaction (SI), and User Engagement (UE), which influence Perceived Usefulness (PU), Perceived Ease of Use (PEOU), Purchase Intention (PI), and Actual Use (AU). A total of 165 valid responses were collected through an online questionnaire targeting Gen Z consumers in Jakarta. Data analysis was conducted using SmartPLS. The results show that gamification elements have a significant impact on PEOU (β=0.357, p <0.001) and UE (β=0.672, p <0.001), but not PU (β= 0.160, p=0.009). R² values above 0.6 for PI and PU indicate strong predictive power. These findings suggest that gamification can effectively enhance user motivation and transaction likelihood when aligned with user preferences and social interaction features. The study provides actionable insights for platform designers and marketers to optimize gamification strategies tailored to digital-native consumers.
DOI: 10.5281/zenodo.17075677
title: Analysis of Gamification Effectiveness in Increasing Engagement and Sales on Social  E-commerce Platforms

description: In the evolving digital commerce landscape, social e-commerce platforms in Indonesia are increasingly incorporating gamification to enhance user engagement and influence purchase behaviour. This study aims to evaluate the impact of gamification features on user engagement and sales outcomes by adopting an extended Technology Acceptance Model (TAM). This study incorporates additional constructs such as Gamification Elements (GE), Social Interaction (SI), and User Engagement (UE), which influence Perceived Usefulness (PU), Perceived Ease of Use (PEOU), Purchase Intention (PI), and Actual Use (AU). A total of 165 valid responses were collected through an online questionnaire targeting Gen Z consumers in Jakarta. Data analysis was conducted using SmartPLS. The results show that gamification elements have a significant impact on PEOU (β=0.357, p <0.001) and UE (β=0.672, p <0.001), but not PU (β= 0.160, p=0.009). R² values above 0.6 for PI and PU indicate strong predictive power. These findings suggest that gamification can effectively enhance user motivation and transaction likelihood when aligned with user preferences and social interaction features. The study provides actionable insights for platform designers and marketers to optimize gamification strategies tailored to digital-native consumers.
DOI: 10.5281/zenodo.17706445
title: CN-TKGQA
DOI: 10.15468/dl.5ghxwp
title: Occurrence Download

description: A dataset containing 2709700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Alismatales",
 "Year 2002-2024"
 ]
}

 The dataset includes 2709700 records from 4683 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006937-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87re2y
title: Occurrence Download

description: A dataset containing 2712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neocaridina denticulata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2712 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004986-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ziys0h
title: Dataset van archeologisch bureauonderzoek en booronderzoek: Middelkampseweg 41 te Gameren (gemeente Zaltbommel).

description: &lt;p&gt;Het plangebied ligt in het stroomgebied van de Gameren beddinggordel die actief is van de Late Bronstijd tot en met de Midden Romeinse tijd. Oudere niveaus zijn waarschijnlijk geërodeerd. De oevers van de (fossiele) geul zijn geschikt voor
bewoning, mogelijk tot in de Middeleeuwen. Nabij het plangebied liggen nederzettingsresten uit de Romeinse tijd. In de Nieuwe tijd is het plangebied in gebruik als grasland. De boerderij naast het plangebied stamt uit 1972.&lt;/p&gt;&lt;p&gt;
In het plangebied zijn vijf boringen gezet met een 12 cm diameter Edelmanboor met einddieptes tussen 120 en 200 cm -mv. Hieruit blijkt dat de bodem in het oostelijk deel van het plangebied is omgewerkt, vermoedelijk bij de bouw van een stal in de 20 e
eeuw. De bodem in het westelijke deel van het plangebied is intact. Onder een omgewerkte toplaag van 20 tot 40 cm dik liggen ongeroerde oever- op beddingafzettingen. Tijdens het onderzoek zijn geen archeologische lagen ontdekt en geen archeologische indicatoren aangetroffen die wijzen op een vindplaats ouder dan
de 20 e eeuw. De kans dat in het plangebied een behoudenswaardige vindplaats aanwezig is, wordt als klein ingeschat.&lt;/p&gt;
DOI: 10.5258/soton/d3820
title: Dataset for "Experiences of Mental Wellbeing and Help Seeking in UK LGBTQ+ Veterans"

description: Personal Experiential Statements and Group Experiential Statements formed through Interpretative Phenomenological Analysis of interview transcripts.
DOI: 10.5281/zenodo.18340612
title: USEOFRAYTRACINGALGORITHMSFORDOSECALCULATIONINTHEVIRTUALANALOGOFTHEIRTMEPhIREACTOR

description: ThisworkfocusesonthedevelopmentofasystemforestimatingneutronradiationdoseloadsforthevirtualanalogoftheIRTMEPhInuclearreactor.Thissystemisimplementedbasedonraytracingalgorithmsandisdesignedtosimulatethedistributionofdoseloadsinreal-timeatanypointbehindthereactorshielding[3,4].Theprojectaimstocreateasafeandaccessibleplatformfortrainingstudentsinnuclearphysicsandnuclearreactors,withinwhichtheinteractionofparticlesandshieldinglayersissimulatedwithouttheneedforaccesstotheexperimentalfacility.Thisapproachnotonlyimprovesthetraininglevelofyoungspecialistsbutalsoprovidesanopportunitytostudythephysicsofradiationprocessesmoredeeplybyvisualizingkeyaspectsoftheinteractionofneutronsandgammaradiationwiththematerialsofthereactor'sprotectivescreens
DOI: 10.5281/zenodo.18340613
title: USEOFRAYTRACINGALGORITHMSFORDOSECALCULATIONINTHEVIRTUALANALOGOFTHEIRTMEPhIREACTOR

description: ThisworkfocusesonthedevelopmentofasystemforestimatingneutronradiationdoseloadsforthevirtualanalogoftheIRTMEPhInuclearreactor.Thissystemisimplementedbasedonraytracingalgorithmsandisdesignedtosimulatethedistributionofdoseloadsinreal-timeatanypointbehindthereactorshielding[3,4].Theprojectaimstocreateasafeandaccessibleplatformfortrainingstudentsinnuclearphysicsandnuclearreactors,withinwhichtheinteractionofparticlesandshieldinglayersissimulatedwithouttheneedforaccesstotheexperimentalfacility.Thisapproachnotonlyimprovesthetraininglevelofyoungspecialistsbutalsoprovidesanopportunitytostudythephysicsofradiationprocessesmoredeeplybyvisualizingkeyaspectsoftheinteractionofneutronsandgammaradiationwiththematerialsofthereactor'sprotectivescreens
DOI: 10.15468/dl.xq6qd7
title: Occurrence Download

description: A dataset listing the 638432 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Antarctica, Asia, Europe, North America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 638432 records were derived from 14262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004951-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te2utz
title: Occurrence Download

description: A dataset containing 7387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate reprojected, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Coordinate rounded, Continent derived from coordinates, Country derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnogyps californianus (Shaw, 1797)",
 "Year 1970-2015"
 ]
}

 The dataset includes 7387 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001462-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2y9nhr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Falco deiroleucus Temminck, 1825)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015907-250525065834625/datasets/export for details.
DOI: 10.15468/dl.u8sxje
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Falco deiroleucus Temminck, 1825)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 306 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015908-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15556566
title: Generating Failure-Based Oracles to Support Testing of Reported Failures in Android Apps
DOI: 10.5281/zenodo.15556567
title: Generating Failure-Based Oracles to Support Testing of Reported Failures in Android Apps
DOI: 10.15468/dl.9vgdby
title: Occurrence Download

description: A dataset containing 937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Human Observation, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eucommia ulmoides Oliv."
 ]
}

 The dataset includes 937 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013737-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15487865
title: Management of Sustainable and Secure Regional Development
DOI: 10.5281/zenodo.15487866
title: Management of Sustainable and Secure Regional Development
DOI: 10.5285/279558cd-20fb-4f19-8077-4400817a4482
title: Physical and geochemical properties of saltmarsh soils from wide diameter gouge cores in UK saltmarshes collected between 2018 and 2021

description: The dataset comprises of physical and biogeochemical measurements of saltmarsh soils from across 19 UK saltmarshes. The data provides a quantitative measure of soil dry bulk density, organic carbon content, nitrogen content, CN ratio, N/C ratio, δ13Corg and δ15N across varies substrate and marsh types. Between 2018 and 2021, 33 wide diameter gouge cores (60 mm in diameter) were collected as part of the Carbon Storage in Intertidal Environments (C-SIDE) project to facilitate the calculation of organic carbon burial rates in saltmarsh soils. Sites were chosen to represent contrasting habitats types in the UK, in particular sediment types, vegetation and sea level history. 

The work was carried out under the NERC programme - Carbon Storage in Intertidal Environment (C-SIDE), NERC grant reference NE/R010846/1.

description: Across 19 UK saltmarshes 33 wide diameter (60mm) soil cores were collected. The location of each coring site was recorded using Differential Global Positioning System (DGPS). Prior to analysis the samples were stored at 4 degrees Celsius at the University of St Andrews. Upon return to the laboratory the cores were described following the Troels-Smith scheme. The cores were sub-sampled at 1cm intervals resulting in 1952 samples. Soil dry bulk density, organic carbon content, nitrogen content, δ13Corg and δ15N was measured using standard analytical procedures (detailed in the supporting documentation). All laboratory equipment were calibrated in accordance with the laboratory practises at the University of St Andrews. Results were recorded on to lab sheets and transferred into an Excel file. Results were exported as comma separated value (.csv) files for ingestion into the EIDC.
DOI: 10.5285/6abbc357-1b69-49b4-be28-a77eb7bc6c7f
title: Measured and modelled dissolved organic carbon (DOC) concentrations, and measured chlorophyll concentration, for UK freshwaters and freshwater mesocosms, 2014-2015

description: This dataset includes measured DOC concentration, and modelled DOC concentration derived from UV-visible absorbance spectra. We also include measured chlorophyll concentration, pH and conductivity. The natural water samples were collected from freshwater ecosystems in the UK, and site names and locations. Samples were also collected at set intervals throughout the year, from mesocosm experiments simulating natural lake ecosystems. Data on measured and modelled DOC concentration, chlorophyll concentration, pH and conductivity for the mesocosms sampled, are also included.
description: We collected surface water samples representative of different states of eutrophication (defined by concentration of chlorophyll a [Chl-a]) and DOM sources, from catchments in the north of England during summer and autumn 2014 and 2015. Additionally, we collected samples from 4 mesocosm experiments from the CEH aquatic mesocosm facility (CAMF; http://www.ceh.ac.uk/our-science/research-facility/aquatic-mesocosm-facility). The four mesocosms represented a range of treatments, including heating and nutrient addition. Identification of the dominant algal classes was conducted, which included Chlorophyceae and Cyanophyceae, with a bloom of Euglena in mesocosm 7 in the early summer. For our analyses, a 500 mL sample was collected from the 4 mesocosms, and 1L samples from the natural study sites, in pre-rinsed vessels.
DOI: 10.5285/88515edc-bea4-4713-b518-d91d8bfcc03b
title: Measurements of nutrient cycling within grassland mycorrhizal mycelial networks [NERC Soil Biodiversity Programme]

description: This dataset includes data collected during two related experiments measuring nitrogen (N), phosphorus (P) in roots and shoots.  The measurements enable functional studies of natural communities of arbuscular mycorrhizal (AM) mycelia in soil.  The experiment was carried out at the University of Sheffield using soil from the NERC Soil Biodiversity site at Sourhope in Scotland.

The work was part of the NERC Soil Biodiversity Thematic Programme, which was established in 1999 and was centred upon the intensive study of a large field experiment located at the Macaulay Land Use Research Institute (now the James Hutton Institute) farm at Sourhope in the Scottish Borders. During the experiment, the site was monitored to assess changes in above-ground biomass production (productivity), species composition and relative abundance (diversity).
description: Data were collected as part of the NERC Soil Biodiversity Thematic Programme, which was established in 1999 and was centred upon the intensive study of a large field experiment located at the Macaulay Land Use Research Institute (MLURI) (now the James Hutton Institute) farm at Sourhope in the Scottish Borders (Grid reference: NT 8545 1963). Data were collected from an experimental facility using soil from the Sourhope site.   Data were collected by students and staff from the University of Sheffield, following defined protocols. Data from the programme were managed by the Centre for Ecology & Hydrology.
DOI: 10.5285/9411b86e-7f43-4249-b3c2-f5adb04447cb
title: Data from meteorological station next to Esthwaite Water,  2008 to 2011

description: This dataset consists of hourly air temperature and wind speed data from a meteorological station sited on top of a boat house, located in Cumbria, England, next to Esthwaite Water.  Measurements were taken every 4 minutes and calculated as hourly averages. The data were collected by the Centre for Ecology & Hydrology between 2008 and 2011 inclusive. This dataset has been used in various publications, please see supporting documentation for more detail.
description: Data from the meteorological station next to Esthwaite Water are collated and processed by the Centre for Ecology & Hydrology at Lancaster. Data are available for download from 2008 to 2011. See supporting documentation for further information. Data has been checked visually and any obvious errors introduced by hardware malfunctioning have been removed.
DOI: 10.5285/1e9cd575-66a0-4d7e-920c-4ce462efe5ce
title: Atmospheric gas and vegetation survey data from Winklebury Hill, UK, in 2014

description: This dataset contains greenhouse gas flux data and vegetation survey data from an experiment based at Winklebury Hill, UK. The vegetation survey comprises total species percentage cover and species richness data from four 50 cm by 50 cm quadrats. The greenhouse gas flux data comprises net ecosystem carbon dioxide exchange, photosynthesis and respiration data measured with an Infra-red Gas Analyser (IRGA); methane, carbon dioxide and nitrous oxide data measured using gas chromatography; and nitrate and ammonium from soil samples extracted with potassium chloride. The experiment used seeds and plug plants to create different plant communities on the bare chalk on Winklebury Hill and tested the resulting carbon and nutrient cycling rates and compared these to the characteristics of different plant functional groups. The experiment ran from 2013 to 2016 and this dataset contains data from 2014 only. This experiment was part of the Wessex BESS project, a six-year (2011-2017) project aimed at understanding how biodiversity underpins the ecosystem functions and services that landscapes provide.
description: For greenhouse gas exchange flux, a time series correlation was calculated and low correlations removed (<70%). Outliers were also removed at the beginning and end of sample where appropriate. Calibrations at two levels were done for methane gas flux (at 14, and 33 ppm), carbon dioxide gas flux (at 500 and 1000 ppm) and nitrous oxide gas flux (at 200 and 370 ppm). For soil extractable nitrate and potassium chloride, the analysis used 5% analytical replicates, recalibration (at 5, 4, 3, 2 and 1 ppm) and blanks every 20 samples. Standardised protocols were followed in all cases, details of which can be found in the supporting documentation.