cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/8d2cdb5f-b652-41db-95a2-5345b4c1e77c.v1
title: Supplementary Dataset and Figures of "AIRTRAC v2.0: a Lagrangian aerosol tagging submodel for the analysis of aviation SO₄ transport patterns"

description: This dataset accompanies the journal article entitled "<strong>AIRTRAC v2.0: a Lagrangian aerosol tagging submodel for the analysis of aviation SO</strong>₄<strong> transport patterns"</strong>. It comprises six simulations conducted with the newly developed <strong>AIRTRAC v2.0 </strong>submodel, integrated within the ECHAM/MESSy Atmospheric Chemistry (EMAC) model framework.<br>Two of these simulations comprise the <strong>Lagrangian dataset </strong>used to track the production and transport of sulfate aerosols (<strong>SO₄)</strong> resulting from aviation emissions of <strong>SO₂ and H₂SO₄</strong>. These species are emitted at points following the SO₂ mass flux distributions from the 2015 CMIP6 aviation emissions inventory (after applying the correction of Thor et al. (2023)) and injected at a pressure altitude of approximately 240 hPa (~10.6 km). The magnitude of the total emitted SO₂ corresponds approximately to the global total from one day of aviation activity in 2015 (Righi et al., 2023).<br>The remaining four simulations are part of a <strong>perturbation experiment </strong>designed to validate the AIRTRAC v2.0 submodel. For each period, a pair of simulations was conducted: one with aviation SO₂ and H₂SO₄ emissions and one without. The simulation without emissions serves as a reference case.<br>All simulations span two ~90-day periods: <strong>January 1–March 31, 2015 </strong>and <strong>July 1–September 30, 2015</strong>.<br>The repository also includes <strong>supplementary figures</strong> that accompany the main article.<br>The code for the <strong>EP_Selector tool, </strong>which was developed to automatically define a set of pulse emission points that closely align with sustained emissions from any given emissions inventory used in simulations, may be consulted in Maruhashi et al. (2025).<br>For further details, please consult the README file.<br><strong>References:</strong>Maruhashi, J., Grewe, V. and Dedoussi, I.C.: Supporting dataset and code for the PhD dissertation "Characterizing the transport patterns and climate effects of aviation emissions using a novel Lagrangian tagging method", Version 1. 4TU.ResearchData, dataset, https://doi.org/10.4121/79bcd360-04fc-4efc-a908-09874b9703c5.v1, 2025.<br>Thor, R. N., Mertens, M., Matthes, S., Righi, M., Hendricks, J., Brinkop, S., Graf, P., Grewe, V., Jöckel, P., and Smith, S.: An inconsistency in aviation emissions between CMIP5 and CMIP6 and the implications for short-lived species and their radiative forcing, Geosci. Model Dev., 16, 1459–1466, https://doi.org/10.5194/gmd-16-1459-2023, 2023.<br>Righi, M., Hendricks, J., and Brinkop, S.: The global impact of the transport sectors on the atmospheric aerosol and the resulting climate effects under the Shared Socioeconomic Pathways (SSPs), Earth Syst. Dynam., 14, 835–859, https://doi.org/10.5194/esd-14-835-2023, 2023.
DOI: 10.15468/dl.fwwmv9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021463-260208012135463/datasets/export for details.
DOI: 10.15468/dl.uc9hjj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melocarpum robecchii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021481-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwjxw2
title: Occurrence Download

description: A dataset containing 2252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.05759 36.73779,1.99953 36.73779,1.99953 39.96396,-6.05759 39.96396,-6.05759 36.73779))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinclus cinclus"
 ]
}

 The dataset includes 2252 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021482-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exdy9u
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pintoa chilensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021484-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v6rrf
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porlieria chilensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021485-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knj4pd
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Roepera aurantiaca",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2078 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021486-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18649019
title: Hula_Peat_data&code

description: SOM model code operates with SOM_data.xlsx file.

RE_data excel file contain results of the RockEval 7 from all the samples.

RE_BySection excel file is all the RockEval 7 result data organized by section type (exclude result from undefined section).

Resp_BySection excel file is all the experimental incubation results, organized by section type.
DOI: 10.5281/zenodo.15635972
title: Hula_Peat_data&code

description: SOM model code operates with SOM_data.xlsx file.

RE_data excel file contain results of the RockEval 7 from all the samples.

RE_BySection excel file is all the RockEval 7 result data organized by section type (exclude result from undefined section).

Resp_BySection excel file is all the experimental incubation results, organized by section type.
DOI: 10.5281/zenodo.18402910
title: Dataset for publication 'Adoption of agroforestry systems by smallholders' farmers in the Sudano-Sahelian zones of Mali and Burkina Faso, West Africa'

description: Dataset for the publication: 'Adoption of agroforestry systems by smallholders' farmers in the Sudano-Sahelian zones of Mali and Burkina Faso, West Africa'

https://doi.org/10.1007/s10457-024-01020-8

Permalink: https://zenodo.org/records/13862471
DOI: 10.5281/zenodo.18402909
title: Dataset for publication 'Adoption of agroforestry systems by smallholders' farmers in the Sudano-Sahelian zones of Mali and Burkina Faso, West Africa'

description: Dataset for the publication: 'Adoption of agroforestry systems by smallholders' farmers in the Sudano-Sahelian zones of Mali and Burkina Faso, West Africa'

https://doi.org/10.1007/s10457-024-01020-8

Permalink: https://zenodo.org/records/13862471
DOI: 10.34740/kaggle/dsv/14855356
title: SRD Dataset
DOI: 10.34740/kaggle/dsv/14855390
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.5281/zenodo.17707954
title: For peer review - Characterization of burned and unburned tundra sites in Southwest Alaska

description: This dataset provides field measurements and estimates of carbon stocks, combustion rates, and fire severity that characterize burned and unburned plots within two tundra fires (East Fork and Apoon Pass Fires) that burned during the 2022 fire season in Southwest Alaska, USA. Carbon stock and fire severity measurements were conducted in 45 field plots (36 burned and nine unburned plots) one year after the fire. The dataset also contains fire severity measures from 41 additional plots (38 burned and three unburned plots) that were specifically designated for this purpose. These measures were performed by an independent team following the standard operating procedures of Hrobak and Barnes (2020). Methods are described in detail in the related publication.

Data supporting a manuscript currently under peer review. Data will be publicly available and permanently archived upon acceptance and publication of the associated manuscript.
DOI: 10.5281/zenodo.17707953
title: For peer review - Characterization of burned and unburned tundra sites in Southwest Alaska

description: This dataset provides field measurements and estimates of carbon stocks, combustion rates, and fire severity that characterize burned and unburned plots within two tundra fires (East Fork and Apoon Pass Fires) that burned during the 2022 fire season in Southwest Alaska, USA. Carbon stock and fire severity measurements were conducted in 45 field plots (36 burned and nine unburned plots) one year after the fire. The dataset also contains fire severity measures from 41 additional plots (38 burned and three unburned plots) that were specifically designated for this purpose. These measures were performed by an independent team following the standard operating procedures of Hrobak and Barnes (2020). Methods are described in detail in the related publication.

Data supporting a manuscript currently under peer review. Data will be publicly available and permanently archived upon acceptance and publication of the associated manuscript.
DOI: 10.15468/dl.h8wb4a
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Roepera crassissima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021487-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yamdxh
title: Occurrence Download

description: A dataset containing 4063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acridotheres tristis",
 "Year 1970-2026"
 ]
}

 The dataset includes 4063 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021488-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7kg4y
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulopis angustifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 564 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021490-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9jty9
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus eichlerianus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 606 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021491-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.21414
title: Datasets for: "The Impact of Co-Opetition on Cognitive Flexibility: A Replication Study of Landkammer and Sassenberg (2016)"

description: Social interactions often involve conflicting demands, where pursuing one goal hinders another. Landkammer and Sassenberg (2016) studied the impact of co-opetition – the conflicting simultaneous demand to cooperate and compete with the same target – on cognitive flexibility. They found that compared to pure competition and cooperation, experiencing coopetition increases cognitive flexibility (i.e., reduced rigidity in decision-making and generating more diverse ideas in a brainstorming task). Two conceptual and one direct replication (total N = 1,340) found no difference in cognitive flexibility contingent to interdependence, and Bayesian analysis showed strong evidence against an effect (BF10 &lt; 0.05). Our results failed to replicate the impact of co-opetition on flexibility, suggesting that conflicting demands might facilitate cognitive flexibility only in case of other types of intraindividual conflict.
description: Data for: Araya, C., & Sassenberg, K. (2025). The Impact of Co-Opetition on Cognitive Flexibility. Social Psychology, 56(4), 190–201. https://doi.org/10.1027/1864-9335/a000585
DOI: 10.5281/zenodo.17192766
title: Direct aluminium-alloy upcycling from entire end-of life vehicles
DOI: 10.5281/zenodo.17192765
title: Direct aluminium-alloy upcycling from entire end-of life vehicles
DOI: 10.15468/dl.xu7kub
title: Occurrence Download

description: A dataset containing 714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viscainoa geniculata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 714 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021492-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18655344
title: Data: "From closed shells to open shells: Coupled-cluster calculations of atomic nuclei"

description: Data and Python scripts to produce the figures of "From closed shells to open shells: Coupled-cluster calculations of atomic nuclei", https://arxiv.org/abs/2512.17311.
DOI: 10.5281/zenodo.18655343
title: Data: "From closed shells to open shells: Coupled-cluster calculations of atomic nuclei"

description: Data and Python scripts to produce the figures of "From closed shells to open shells: Coupled-cluster calculations of atomic nuclei", https://arxiv.org/abs/2512.17311.
DOI: 10.15468/dl.e6u7ss
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zygophyllum chilense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021493-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.18655384
title: Dialogues or Answers? Mindset Differences in GenAI Use and Engagement
DOI: 10.5281/zenodo.18655383
title: Dialogues or Answers? Mindset Differences in GenAI Use and Engagement
DOI: 10.5281/zenodo.18655380
title: Anonymous
DOI: 10.5281/zenodo.18655379
title: Anonymous
DOI: 10.15468/dl.3k4hqs
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zygophyllum fabago",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 759 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021494-260208012135463/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/14855446
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.wjhxjj
title: Occurrence Download

description: A dataset containing 920284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychodidae"
 ]
}

 The dataset includes 920284 records from 736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021472-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e383v9
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-126 15,-90 15,-90 43,-126 43,-126 15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Mimulus clevelandii Brandegee, Diplacus clevelandii (Brandegee) Greene)"
 ]
}

 The dataset includes 85 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014357-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7vaea
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 500.0",
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachemys scripta (Thunberg In Schoepff, 1792)"
 ]
}

 The dataset's 4 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258385-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vavmum
title: Occurrence Download

description: A dataset containing 32726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 32726 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245202-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ej4gh
title: Occurrence Download

description: A dataset containing 4430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-3039.0",
 "Geometry POLYGON((18.9391 69.44337,18.15487 69.28653,-8.19519 57.8368,-15.56695 15.64534,16.11587 -20.586,65.52222 29.76144,61.60109 61.44425,18.9391 69.44337))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis myotis (Borkhausen, 1797)",
 "Year 1905-2023"
 ]
}

 The dataset includes 4430 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286569-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.876dw2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koanophyllon revealii B.L.Turner"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001461-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5sqkz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloptilia illicii Kumata, 1966",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218457-220831081235567/datasets/export for details.
DOI: 10.15468/dl.t5zws6
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.38404 37.52785,-88.21028 26.46541,-75.31175 29.81628,-74.71502 41.65905,-86.87911 44.7345,-87.38404 37.52785))",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present",
 "TaxonKey is Etheostoma Rafinesque, 1819",
 "Year 1900-2023"
 ]
}

 The dataset includes 338 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286573-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qs7v6
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycaon pictus (Temminck, 1820)",
 "Year 1972-2022"
 ]
}

 The dataset includes 889 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248169-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xu9cb
title: Occurrence Download

description: A dataset containing 11905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paradoxornis webbianus (Gould, 1852)"
 ]
}

 The dataset includes 11905 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258359-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxcfjb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pholidocarpus macrocarpus Becc.",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066632-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8pcvx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galloisiana nipponensis (Caudell & King, 1924)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210407-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.