cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v2xy2p
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia maximovicziana (Schum.) Krasch. ex Poljakov"
 ]
}

 The dataset includes 154 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016675-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7kl3f
title: Occurrence Download

description: A dataset containing 1614 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1614 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006667-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.natp4e
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cryptobranchus alleganiensis (Sonnini de Manoncourt & Latreille, 1801)"
 ]
}

 The dataset includes 204 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dufuqd
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia mattfeldii Pamp."
 ]
}

 The dataset includes 126 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016670-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zcafv
title: Occurrence Download

description: A dataset containing 19046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.34744 -32.59465,18.6188 -32.59465,18.6188 -32.30241,18.34744 -32.30241,18.34744 -32.59465))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19046 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008856-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q97v8f
title: Occurrence Download

description: A dataset containing 1589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-156.33707 13.57884,3.33707 13.57884,3.33707 77.42116,-156.33707 77.42116,-156.33707 13.57884))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Condylura cristata (Linnaeus, 1758)",
 "Year 1901-2021"
 ]
}

 The dataset includes 1589 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220868-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an83vn
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrilla coriacea Berazaín"
 ]
}

 The dataset includes 85 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154589-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up8rgc
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 14.2984585761921",
 "DecimalLongitude is less than 14.3015181293765",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 292 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016660-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfozq2
title: Occurrence Download

description: A dataset containing 17610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Amazona albifrons (Sparrman, 1788)"
 ]
}

 The dataset includes 17610 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009668-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gv4ra
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craibiodendron vietnamense Judd"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016638-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx8cfu
title: Occurrence Download

description: A dataset containing 1607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia marschalliana Spreng."
 ]
}

 The dataset includes 1607 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016665-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkph33
title: Occurrence Download

description: A dataset containing 13822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 13822 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230305-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83fyze
title: Occurrence Download

description: A dataset containing 3368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Hymenaea stigonocarpa Mart. ex Hayne)"
 ]
}

 The dataset includes 3368 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016666-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4qaa2
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rallus antarcticus King, 1828)",
 "DecimalLatitude is greater than or equal to -58.4833333333333",
 "DecimalLatitude is less than or equal to -15.0083333333333",
 "DecimalLongitude is greater than or equal to -111.958333333333",
 "DecimalLongitude is less than or equal to -63.9166666666667"
 ]
}

 The dataset includes 397 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325111-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pewux
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Crotalus viridis Rafinesque, 1818"
 ]
}

 The dataset includes 155 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003090-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bm5una
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis athoa Boiss."
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ymyrn
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhazya stricta Decne."
 ]
}

 The dataset includes 458 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056582-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udcqyt
title: Occurrence Download

description: A dataset listing the 2700 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 2700 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6znfb
title: Occurrence Download

description: A dataset containing 1259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Cystostereum Pouzar"
 ]
}

 The dataset includes 1259 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008858-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j4jjq
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 575 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074668-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr9dnk
title: Occurrence Download

description: A dataset containing 7334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Brillantaisia cicatricosa Lindau, Leucas martinicensis (Jacq.) R.Br., Rotheca myricoides (Hochst.) Steane & Mabb., Momordica foetida Schum.)"
 ]
}

 The dataset includes 7334 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013266-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sobq8q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "TaxonKey is Polygonatum verticillatum (L.) All.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000559-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abntdy
title: Occurrence Download

description: A dataset containing 90326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer negundo L."
 ]
}

 The dataset includes 90326 records from 609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220856-200613084148143/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/14267555
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.k52cjr
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Helicoverpa armigera"
 ]
}

 The dataset includes 301 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063875-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14719518
title: Demand Starter Data Kit: selected socio-economic and technical demand modelling data for Lamu County, Kenya.

description: A socio-economic and technical demand modelling starter data kit for Lamu County, Kenya. This starter data kit extracts data from websites, annual reports and databases of international and national organisations alongside existing modelling databases and academic articles. Open and accessible data sources were used. The selected data includes data on population (total, urban, rural, growth), GCP (total, agriculture, construction, mining, manufacturing, services, energy, growth), county and national energy balances, energy intensities and electrification rates. This ‘starter kit’ of data aims to act as a starting point for teaching, capacity building efforts, and for further data collection, model development and scenario analysis to produce county resolution demand projections. All data sources are linked where possible.
DOI: 10.5281/zenodo.14719519
title: Demand Starter Data Kit: selected socio-economic and technical demand modelling data for Lamu County, Kenya.

description: A socio-economic and technical demand modelling starter data kit for Lamu County, Kenya. This starter data kit extracts data from websites, annual reports and databases of international and national organisations alongside existing modelling databases and academic articles. Open and accessible data sources were used. The selected data includes data on population (total, urban, rural, growth), GCP (total, agriculture, construction, mining, manufacturing, services, energy, growth), county and national energy balances, energy intensities and electrification rates. This ‘starter kit’ of data aims to act as a starting point for teaching, capacity building efforts, and for further data collection, model development and scenario analysis to produce county resolution demand projections. All data sources are linked where possible.
DOI: 10.15468/dl.s32jpw
title: Occurrence Download

description: A dataset containing 1639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina senegalensis DC."
 ]
}

 The dataset includes 1639 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002113-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14719306
title: Demand Starter Data Kit: selected socio-economic and technical demand modelling data for Mombasa County, Kenya.

description: A socio-economic and technical demand modelling starter data kit for Mombasa County, Kenya. This starter data kit extracts data from websites, annual reports and databases of international and national organisations alongside existing modelling databases and academic articles. Open and accessible data sources were used. The selected data includes data on population (total, urban, rural, growth), GCP (total, agriculture, construction, mining, manufacturing, services, energy, growth), county and national energy balances, energy intensities and electrification rates. This ‘starter kit’ of data aims to act as a starting point for teaching, capacity building efforts, and for further data collection, model development and scenario analysis to produce county resolution demand projections. All data sources are linked where possible.
DOI: 10.5281/zenodo.14719307
title: Demand Starter Data Kit: selected socio-economic and technical demand modelling data for Mombasa County, Kenya.

description: A socio-economic and technical demand modelling starter data kit for Mombasa County, Kenya. This starter data kit extracts data from websites, annual reports and databases of international and national organisations alongside existing modelling databases and academic articles. Open and accessible data sources were used. The selected data includes data on population (total, urban, rural, growth), GCP (total, agriculture, construction, mining, manufacturing, services, energy, growth), county and national energy balances, energy intensities and electrification rates. This ‘starter kit’ of data aims to act as a starting point for teaching, capacity building efforts, and for further data collection, model development and scenario analysis to produce county resolution demand projections. All data sources are linked where possible.
DOI: 10.5281/zenodo.13307951
title: Freund- und Feindbilder in den Turcica der "fliegenden Blätter" des 16. und 17. Jahrhunderts. Zur Interdependenz von konfessioneller Polemik, Türkengefahr und apokalyptischem Deutungsangebot
title: Datenbank

description: Die oben bezeichnete Dissertation, die an der Universität Erfurt eingereicht wurde, untersucht die Interdependenz von konfessioneller Polemik, Türkengefahr und apokalyptischen Deutungsangeboten im 16. und 17. Jahrhundert im Medium des Illustrierten Flugblattes. Um Aussagen über den zeitlichen Verlauf und Schwankungen in der Ausnutzung des Türkenfeindbildes in der konfessionellen Auseinandersetzung und den mit diesen korrespondierenden Freund- und Feindbildern überhaupt erst treffen zu können, wurde ein Quellenkorpus von knapp 870 illustrierten Flugblättern angelegt. Zur effektiven Verwaltung der Daten entwarf der Verfasser eine Access-Datenbank, die einmal erstellt, zu einer umfänglichen Datensammlung für jedes einzeln registrierte Flugblatt anwuchs. Die Aufnahme, Kategorisierung und Einordnung der einzelnen Flugblätter erfolgte durch eigene Erhebung des Quellenmaterials. Sie ist eine primärstatistische Erfassung. Registriert wurden in der Datenbank für jedes einzelne Flugblatt eine laufende Nummer, Quelle, mögliche Edition mit Seitenangabe, Entstehungsjahr, Druckort, Drucker/Verleger, Künstler, Größe, Medienart, konfessionelle Provenienz, Hauptkriterium (Konfession, Kriegsdarstellung, Polemik, Turcica und Wunderzeichen), fünf Unterkriterien, Titel des Einblattdruckes, historischer Anlass und verwendete Bilder. Darüber hinaus wurden Abdrucke in weiteren Publikationen, Anzahl und Standorte der noch vorhandenen Exemplare sowie Anzahl und Standorte variierender Fassungen, soweit dies möglich und feststellbar war, erfasst. Die Datenbank mit ihren erhobenen Forschungsdaten wird hiermit in verschiedenen Formaten veröffentlicht.
DOI: 10.5281/zenodo.14755274
title: Organisational commitment dataset
DOI: 10.5281/zenodo.14755275
title: Organisational commitment dataset
DOI: 10.5281/zenodo.13307952
title: Freund- und Feindbilder in den Turcica der "fliegenden Blätter" des 16. und 17. Jahrhunderts. Zur Interdependenz von konfessioneller Polemik, Türkengefahr und apokalyptischem Deutungsangebot
title: Datenbank

description: Die oben bezeichnete Dissertation, die an der Universität Erfurt eingereicht wurde, untersucht die Interdependenz von konfessioneller Polemik, Türkengefahr und apokalyptischen Deutungsangeboten im 16. und 17. Jahrhundert im Medium des Illustrierten Flugblattes. Um Aussagen über den zeitlichen Verlauf und Schwankungen in der Ausnutzung des Türkenfeindbildes in der konfessionellen Auseinandersetzung und den mit diesen korrespondierenden Freund- und Feindbildern überhaupt erst treffen zu können, wurde ein Quellenkorpus von knapp 870 illustrierten Flugblättern angelegt. Zur effektiven Verwaltung der Daten entwarf der Verfasser eine Access-Datenbank, die einmal erstellt, zu einer umfänglichen Datensammlung für jedes einzeln registrierte Flugblatt anwuchs. Die Aufnahme, Kategorisierung und Einordnung der einzelnen Flugblätter erfolgte durch eigene Erhebung des Quellenmaterials. Sie ist eine primärstatistische Erfassung. Registriert wurden in der Datenbank für jedes einzelne Flugblatt eine laufende Nummer, Quelle, mögliche Edition mit Seitenangabe, Entstehungsjahr, Druckort, Drucker/Verleger, Künstler, Größe, Medienart, konfessionelle Provenienz, Hauptkriterium (Konfession, Kriegsdarstellung, Polemik, Turcica und Wunderzeichen), fünf Unterkriterien, Titel des Einblattdruckes, historischer Anlass und verwendete Bilder. Darüber hinaus wurden Abdrucke in weiteren Publikationen, Anzahl und Standorte der noch vorhandenen Exemplare sowie Anzahl und Standorte variierender Fassungen, soweit dies möglich und feststellbar war, erfasst. Die Datenbank mit ihren erhobenen Forschungsdaten wird hiermit in verschiedenen Formaten veröffentlicht.
DOI: 10.5281/zenodo.14755291
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)