cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14755292
title: Assessing the Influence of Diurnal Variability on the Transition from Steady State to Episodic Convection in Hothouse Climates

description: Hothouse with Diurnal: The dataset "habib2025_hothouse_with_diurnal.tar.gz" contains the convection resolving model (SAM) data and python scripts that were used in Habib et al 2025: "Assessing the Influence of Diurnal Variability on the Transition from Steady State to Episodic Convection in Hothouse Climates" 

This directory contains the SAM 2D NetCDF files  presented in Habib et al 2025. There are two sets of radiative convective equilibrium (RCE) simulations in this study. First, we conducted RCE simulations with an open ocean surface boundary condition, running 11 simulations with fixed SSTs ranging from 295–325 K. This simulation set uses netCDF file names with the format: "RCE_96x96x91_1km_<SST>K_diurnal" where <SST> is the SST of that respective simulation. The second set of RCE simulations in this work used a thin slab ocean surface boundary condition to mimic land-like conditions, allowing the surface temperature to vary diurnally. There are 5 slab ocean simulations, which are initialized at an SST of 300 K with ocean flux values of -100, 10, 50, 100, 150 W m^{-2}. The slab ocean simulations have netCDF file names with the format: "RCE_96x96x91_1km_300K_0p2MLD_SzMin<FLUXVALUE>_0N". 

"hothouse_with_diurnal.ipynb" provides the Python code used to analyze and generate the plots presented in the paper.

If you have any questions, please reach out to Namrah Habib (namrah.habib 'at' physics.ox.ac.uk)
DOI: 10.5281/zenodo.14743790
title: Dataset from journalist survey for DEMOTEC project

description: This dataset was produced as part of the DEMOTEC Horizon project funded by the European Union (H2020 GA no. 962553). The main objective of the project was to study professional journalists' opinions and perceptions regarding Participatory Budgeting (PB).

The dataset consists of survey responses from journalists across seven European countries (Cyprus, Greece, the Netherlands, Poland, Ireland, Romania, and the UK). The survey explored journalists' perceptions of PB and other governance mechanisms, focusing on factors such as trust in institutions, citizen engagement, and professional journalistic roles.

The dataset includes responses to 99 variables, capturing key dimensions such as:



Trust in Institutions: Including government, parliament, local authorities, and NGOs.

Citizen Engagement: Perceptions of barriers to citizen participation in decision-making processes.

Journalistic Values: Balance between impartial and critical obligations in professional journalism.

Awareness and Evaluation of Participatory Budgeting: Including preferences for binding vs. advisory models.

Demographics and Work Context: Such as age, education, years of journalistic experience, and media categories covered.


The dataset provides a unique opportunity to understand how journalists across diverse national and professional contexts perceive the feasibility, challenges, and opportunities of participatory governance mechanisms like PB.

Explanations of all variables are included in the attached codebook. For any questions about the dataset or the project, please contact the creators.
DOI: 10.15468/dl.n9xg3t
title: Occurrence Download

description: A dataset containing 1375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina speciosa Andrews"
 ]
}

 The dataset includes 1375 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002114-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14755262
title: ERTMS/ETCS scenarios - Modeling and controlled simulation

description: This repository contains two BPMN diagrams modeling the control flow of two relevant ERTMS/ETCS scenarios, and their simulation with specific parameters to control the amount of noise injected in test traces.
DOI: 10.5281/zenodo.14755263
title: ERTMS/ETCS scenarios - Modeling and controlled simulation

description: This repository contains two BPMN diagrams modeling the control flow of two relevant ERTMS/ETCS scenarios, and their simulation with specific parameters to control the amount of noise injected in test traces.
DOI: 10.21252/6zj5-p633
title: TREADON_Exercise documents_v2.0 08Dec20220 20Oct2022.
DOI: 10.15468/dl.6b68hd
title: Occurrence Download

description: A dataset containing 168178220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "Year 1970-2025"
 ]
}

 The dataset includes 168178220 records from 1715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002047-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26207/6814-t392
title: Data for "Effect of increasing temperature and temperature fluctuations on alfalfa and orchardgrass in the establishment year"
DOI: 10.15468/dl.wfnpw4
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is New York",
 "TaxonKey is Mustelidae",
 "Year 2014-2024"
 ]
}

 The dataset includes 974 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012471-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hrjus
title: Occurrence Download

description: A dataset containing 80774 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachemys scripta elegans (Wied, 1838)"
 ]
}

 The dataset includes 80774 records from 459 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012469-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcxgfy
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Serrapinnus kriegi (Schindler, 1937), Satanoperca setepele Ota, Deprá, Kullander, da Graça & Pavanelli, 2021)"
 ]
}

 The dataset includes 155 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012472-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uzj4z
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemitriccus kaempferi (Zimmer, 1953))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 700 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012474-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aptjc6
title: Occurrence Download

description: A dataset containing 59795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.45345 27.2062,-112.2636 27.79365,-112.2636 39.16673,-125.29913 40.23801,-123.17149 32.92424,-117.45345 27.2062))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 59795 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012475-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybajjn
title: Occurrence Download

description: A dataset containing 589679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleuronectiformes",
 "HasCoordinate is true",
 "Depth is not null"
 ]
}

 The dataset includes 589679 records from 391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012436-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/f1a944d32b1cd8f0c4ea5d82a286ea64
title: Sediment elevation measurements for 10 GCE-LTER sampling sites from December 2001 to December 2020

description: Soil surface elevation was measured in tidal marshes at 10 GCE-LTER sampling sites from December 2001 to December 2020 using a sediment elevation table method. The sites represent three estuaries of the Georgia coast (USA) that vary in delivery of freshwater and sediment. The study was conducted to evaluate the effects of freshwater input on marsh accretion and subsidence. In 2013, rod SETs were added at site 11 and installed to replace broken SETs at sites 7 and 9 (which broke in 2012).
DOI: 10.15468/dl.agj3u7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elephantopus erectus Gleason"
 ]
}

 The dataset includes 23 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155799-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ispha
title: Occurrence Download

description: A dataset listing the 78 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.578 -17.39916,10.78628 -21.08868,12.93716 -26.35863,14.37126 -30.40667,17.05434 -36.23858,20.40802 -36.14517,25.05696 -35.5265,29.56707 -33.64151,32.15763 -31.00327,34.37797 -28.75749,34.37799 -26.58632,37.03778 -24.98283,37.01467 -22.07804,36.48266 -20.76473,37.54657 -19.61422,36.06638 -18.23589,35.58057 -17.92801,35.00246 -17.5094,34.72495 -16.86854,33.91548 -16.51411,33.12908 -15.69187,32.75884 -15.53611,31.23232 -15.75879,30.02975 -15.6251,29.17392 -15.8478,28.82697 -16.0257,28.80377 -16.69153,27.87874 -17.00128,27.04598 -17.95005,26.42152 -17.88399,25.28817 -17.83986,24.64063 -17.44327,23.92361 -17.55341,21.3101 -17.97191,20.26909 -17.8839,18.95073 -17.7519,18.46514 -17.42117,14.09378 -17.48725,13.44603 -17.00145,13.09908 -16.95711,12.68276 -17.17824,12.17409 -17.17824,11.78078 -17.28863,10.578 -17.39916))",
 "TaxonKey is Coccinellidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 78 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002852-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhaxpv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cycloramphus acangatan Verdade & Rodrigues, 2003"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020829-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w6uey
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbristylis subtricephala T.Koyama"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001404-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fswdw9
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplacus brandegeei (Pennell) G.L.Nesom"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041735-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwvg9d
title: Occurrence Download

description: A dataset containing 32363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipaugus vociferans (Wied-Neuwied, 1820)"
 ]
}

 The dataset includes 32363 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0376229-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddeetp
title: Occurrence Download

description: A dataset containing 2183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythranthe breweri (Greene) G.L.Nesom & N.S.Fraga"
 ]
}

 The dataset includes 2183 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041740-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewtqw6
title: Occurrence Download

description: A dataset containing 7662 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Inezia tenuirostris (Cory, 1913)"
 ]
}

 The dataset includes 7662 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001402-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acmlci
title: Occurrence Download

description: A dataset containing 68537 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is United States of America",
 {
 "or" : [
 "StateProvince is florida (state)",
 "StateProvince is florida"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Clupeidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68537 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002843-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2579b
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla norica S.E.Fröhner",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070220-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92bxtj
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea trisecta Griseb."
 ]
}

 The dataset includes 163 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155800-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cer4e
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron patentisquama Jeffrey"
 ]
}

 The dataset includes 78 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271632-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arvadi
title: Occurrence Download

description: A dataset containing 6634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parathesis (A.DC.) Hook.f."
 ]
}

 The dataset includes 6634 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002940-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwbgv7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla oligotricha Juz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070239-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.omdkpc
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Caluromys derbianus (Waterhouse, 1841)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002908-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfw8wq
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron breviscapus (Vaniot) Hand.-Mazz."
 ]
}

 The dataset includes 411 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271628-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsut8h
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotermes havilandi (Sjöstedt, 1900)"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070275-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgvbqf
title: Occurrence Download

description: A dataset containing 82116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyathea J.E.Sm."
 ]
}

 The dataset includes 82116 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002906-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yab7ng
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.68994 -56.80932,57.18322 -56.80932,57.18322 16.72978,-47.68994 16.72978,-47.68994 -56.80932))",
 "HasCoordinate is true",
 "TaxonKey is Potamochoerus porcus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002912-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.555kwb
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxytropis sordida (Willd.) Pers., Oxytropis campestris subsp. tiroliensis (Sieber ex Fritsch) Leins & Merxm., Oxytropis pilosa subsp. caputoi (Moraldo & la Valva) Brilli-Catt., Di Massimo & Gubellini, Oxytropis carpatica R.Uechtr., Oxytropis dasypoda Rupr. ex Boiss., Oxytropis dinarica (Murb.) Wettst., Oxytropis fetida (Vill.) DC., Oxytropis floribunda (Pall.) DC., Oxytropis foucaudii Gillot, Oxytropis glabra DC.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 212 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070225-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bypdyh
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Bryophyte herbarium TRH, NTNU University Museum"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233480-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdwnnb
title: Occurrence Download

description: A dataset containing 433738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cornus L."
 ]
}

 The dataset includes 433738 records from 1019 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002919-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e8z5b
title: Occurrence Download

description: A dataset containing 20718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta hutchinsii",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20718 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003022-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.