cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/7e82d4aa2de44787802daa04979f5b5a
title: SSP370-EAS126aer data produced by the EC-Earth3-AerChem model for the Regional Aerosol Model Intercomparison Project (RAMIP)

description: This record contains data for the SSP370-EAS126aer experiment simulations from the Regional Aerosol Model Intercomparison Project (RAMIP), produced using EC-Earth3-AerChem. It contains NetCDF output from coupled transient simulations. For a full description of the experiments, see: https://gmd.copernicus.org/articles/16/4451/2023/.

The SSP370-EAS126aer coupled transient experiment runs from January 2015 to at least February 2051. Aerosol and precursor emissions (sulphur dioxide, black carbon and organic carbon) over East Asia are taken from SSP1-2.6, while all other anthropogenic emissions and land use follow SSP3-7.0. East Asia is the region bounded by 95 and 133E and 20 and 53N.

The simulations are initialised from the CMIP6 historical experiment. Anthropogenic emissions designed for the ScenarioMIP experiments SSP3-7.0 and SSP1-2.6 are used. All experiments follow SSP3-7.0, with perturbations to regional aerosol and precursor emissions using SSP1-2.6 emissions, following the RAMIP protocol. Data are provided for a subset of CMIP6 variables, following their CMIP6 definitions. Some 3D variables are produced at reduced vertical resolution compared to CMIP6. These are identified with new variable names, as set out in the RAMIP data request: https://gmd.copernicus.org/articles/16/4451/2023/

Acronyms
------------
EC-Earth3-AerChem: a global climate and Earth system model developed by a European consortium of meteorological services, research institutes, and high-performance computing centers. 
SSP1-2.6: experiment based on Shared Socioeconomic Pathway SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100.
SSP3-7.0: experiment based on Shared Socioeconomic Pathway SSP3 which is characterised by high challenges to both mitigation and adaptation and RCP7.0, a future pathway with a radiative forcing of 7.0 W/m2 in the year 2100.
ScenarioMIP: the Scenario Model Intercomparison Project simulates climate outcomes based on alternative plausible future scenarios.
CMIP6: is the sixth phase of the Coupled Model Intercomparison Project, a global collaboration of climate modellers.
DOI: 10.15468/dl.m5yg42
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paralipsa gularis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003916-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/9a3e0018214c44d7ae154e5cb6025707
title: SSP370-SAS126aer data produced by the EC-Earth3-AerChem model for the Regional Aerosol Model Intercomparison Project (RAMIP)

description: This record contains data for the SSP370-SAS126aer experiment simulations from the Regional Aerosol Model Intercomparison Project (RAMIP), produced using EC-Earth3-AerChem. It contains NetCDF output from coupled transient simulations. For a full description of the experiments, see: https://gmd.copernicus.org/articles/16/4451/2023/.

The SSP370-SAS126aer coupled transient experiment runs from January 2015 to at least February 2051. Aerosol and precursor emissions (sulphur dioxide, black carbon and organic carbon) over South Asia are taken from SSP1-2.6, while all other anthropogenic emissions and land use follow SSP3-7.0. South Asia is the region bounded by 65 and 95E and 5 and 35N.

The simulations are initialised from the CMIP6 historical experiment. Anthropogenic emissions designed for the ScenarioMIP experiments SSP3-7.0 and SSP1-2.6 are used. All experiments follow SSP3-7.0, with perturbations to regional aerosol and precursor emissions using SSP1-2.6 emissions, following the RAMIP protocol. Data are provided for a subset of CMIP6 variables, following their CMIP6 definitions. Some 3D variables are produced at reduced vertical resolution compared to CMIP6. These are identified with new variable names, as set out in the RAMIP data request: https://gmd.copernicus.org/articles/16/4451/2023/

Acronyms
------------
EC-Earth3-AerChem: a global climate and Earth system model developed by a European consortium of meteorological services, research institutes, and high-performance computing centers. 
SSP1-2.6: experiment based on Shared Socioeconomic Pathway SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100.
SSP3-7.0: experiment based on Shared Socioeconomic Pathway SSP3 which is characterised by high challenges to both mitigation and adaptation and RCP7.0, a future pathway with a radiative forcing of 7.0 W/m2 in the year 2100.
ScenarioMIP: the Scenario Model Intercomparison Project simulates climate outcomes based on alternative plausible future scenarios.
CMIP6: is the sixth phase of the Coupled Model Intercomparison Project, a global collaboration of climate modellers.
DOI: 10.5285/4e48c5b343794bdf830f394d5a923ba6
title: SSP370 data produced by the MRI-ESM2-0 model for the Regional Aerosol Model Intercomparison Project (RAMIP)

description: This record contains data for the SSP370 experiment simulations from the Regional Aerosol Model Intercomparison Project (RAMIP), produced using MRI-ESM2-0. It contains NetCDF output from coupled transient simulations. For a full description of the experiments, see: https://gmd.copernicus.org/articles/16/4451/2023/.

The ScenarioMIP SSP3-7.0 experiment includes moderate increases in greenhouse gas emissions, near constant global sulphur dioxide emissions, and small global increases in carbonaceous aerosol.

The simulations are initialised from the CMIP6 historical experiment. Anthropogenic emissions designed for the ScenarioMIP experiments SSP3-7.0 and SSP1-2.6 are used. All experiments follow SSP3-7.0, with perturbations to regional aerosol and precursor emissions using SSP1-2.6 emissions, following the RAMIP protocol. Data are provided for a subset of CMIP6 variables, following their CMIP6 definitions. Some 3D variables are produced at reduced vertical resolution compared to CMIP6. These are identified with new variable names, as set out in the RAMIP data request: https://gmd.copernicus.org/articles/16/4451/2023/

Acronyms
------------
MRI-ESM2-0: The Meteorological Research Institute Earth System Model Version 2.0 hosted at the Meteorological Research Institute, Japan (MRI)
SSP1-2.6: experiment based on Shared Socioeconomic Pathway SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100.
SSP3-7.0: experiment based on Shared Socioeconomic Pathway SSP3 which is characterised by high challenges to both mitigation and adaptation and RCP7.0, a future pathway with a radiative forcing of 7.0 W/m2 in the year 2100.
ScenarioMIP: the Scenario Model Intercomparison Project simulates climate outcomes based on alternative plausible future scenarios.
CMIP6: is the sixth phase of the Coupled Model Intercomparison Project, a global collaboration of climate modellers.
DOI: 10.5281/zenodo.16949721
title: Perturbation simulations for aircraft NOx and aerosol emissions in present day and future: multi-model data from the ACACIA EU project

description: Multimodel simulation data used in Cohen et al., Staniaszek et al., and Bellouin et al. (to be submitted)

The following files are derived from the output of the models EMAC, LMDZ-INCA, MOZART3, and OsloCTM3, analyzed in Cohen et al. (EGUSphere, https://doi.org/10.5194/egusphere-2025-4273).The files consist of 4-dimensional fields, as mean seasonal cycles (12-long time dimension) derived from 5-year simulations (4-year simulations for OsloCTM3).

They are made to investigate the impact of aircraft emissions on atmospheric chemistry and the consequent effective radiative forcing.

Please note that this initial version is published before the submission of the related papers. Thus, there is necessarily an update to be made (though not in the files), and we invite the user to check the latest version.

Naming convention:

[experiment]_[scenario].nc 

[experiment] can be REF, SEN100, SEN20, or SEN20_NOx



REF is the run with all emissions

SEN100 is a run without emissions from aviation

SEN20 is a run with all emissions from aviation reduced by 20 %

SEN20_NOx is a run with NOx emissions from aviation reduced by 20 %


[scenario] can be PD, SSP1, SSP3, airSSP1_bgSSP3, or airSSP3_bgSSP1.



PD (present day) refers to the period spanning from 2014 until 2018 (2014 - 2017 for OsloCTM3)

SSP1 refers to anthropogenic emissions in 2050 following the SSP1 scenario

SSP3 refers to anthropogenic emissions in 2050 following the SSP3 scenario

airSSP1_bgSSP3 refers to anthropogenic emissions in 2050 following SSP1 scenario for aviation and SSP3 scenario for other anthropogenic emissions

airSSP3_bgSSP1 refers to anthropogenic emissions in 2050 following SSP3 scenario for aviation and SSP1 scenario for other anthropogenic emissions


Every run has the same meteorology as in the present-day simulations.

Further details are available in the README.txt document.The model simulations follow a common protocol designed in the framework of the ACACIA EU project.

 

So far, the three studies mentioned in the title of this description are submitted (or planned to be submitted) as:



Cohen, Y., Hauglustaine, D., Staniaszek, Z., Lund, M. T., Dedoussi, I., Matthes, S., Quadros, F., Righi, M., Skowron, A., and Thor, R.: Impact of present aircraft NOx and aerosol emissions on atmospheric composition and climate: results from a model intercomparison, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-4273, 2025.

Staniaszek et al., Dependence of future aviation NOx impacts on background conditions

Bellouin et al., Assessment of the uncertainty in the effective radiative forcing of aviation: nitrogen oxide emissions, contrail cirrus formation, and aerosol-cloud interactions
DOI: 10.5281/zenodo.16949722
title: Perturbation simulations for aircraft NOx and aerosol emissions in present day and future: multi-model data from the ACACIA EU project

description: Multimodel simulation data used in Cohen et al., Staniaszek et al., and Bellouin et al. (to be submitted)

The following files are derived from the output of the models EMAC, LMDZ-INCA, MOZART3, and OsloCTM3, analyzed in Cohen et al. (EGUSphere, https://doi.org/10.5194/egusphere-2025-4273).The files consist of 4-dimensional fields, as mean seasonal cycles (12-long time dimension) derived from 5-year simulations (4-year simulations for OsloCTM3).

They are made to investigate the impact of aircraft emissions on atmospheric chemistry and the consequent effective radiative forcing.

Please note that this initial version is published before the submission of the related papers. Thus, there is necessarily an update to be made (though not in the files), and we invite the user to check the latest version.

Naming convention:

[experiment]_[scenario].nc 

[experiment] can be REF, SEN100, SEN20, or SEN20_NOx



REF is the run with all emissions

SEN100 is a run without emissions from aviation

SEN20 is a run with all emissions from aviation reduced by 20 %

SEN20_NOx is a run with NOx emissions from aviation reduced by 20 %


[scenario] can be PD, SSP1, SSP3, airSSP1_bgSSP3, or airSSP3_bgSSP1.



PD (present day) refers to the period spanning from 2014 until 2018 (2014 - 2017 for OsloCTM3)

SSP1 refers to anthropogenic emissions in 2050 following the SSP1 scenario

SSP3 refers to anthropogenic emissions in 2050 following the SSP3 scenario

airSSP1_bgSSP3 refers to anthropogenic emissions in 2050 following SSP1 scenario for aviation and SSP3 scenario for other anthropogenic emissions

airSSP3_bgSSP1 refers to anthropogenic emissions in 2050 following SSP3 scenario for aviation and SSP1 scenario for other anthropogenic emissions


Every run has the same meteorology as in the present-day simulations.

Further details are available in the README.txt document.The model simulations follow a common protocol designed in the framework of the ACACIA EU project.

 

So far, the three studies mentioned in the title of this description are submitted (or planned to be submitted) as:



Cohen, Y., Hauglustaine, D., Staniaszek, Z., Lund, M. T., Dedoussi, I., Matthes, S., Quadros, F., Righi, M., Skowron, A., and Thor, R.: Impact of present aircraft NOx and aerosol emissions on atmospheric composition and climate: results from a model intercomparison, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-4273, 2025.

Staniaszek et al., Dependence of future aviation NOx impacts on background conditions

Bellouin et al., Assessment of the uncertainty in the effective radiative forcing of aviation: nitrogen oxide emissions, contrail cirrus formation, and aerosol-cloud interactions
DOI: 10.5285/0010683b21074799b1faa024b0574ddc
title: SSP370-126aer data produced by the MRI-ESM2-0 model for the Regional Aerosol Model Intercomparison Project (RAMIP)

description: This record contains data for the SSP370-126aer experiment simulations from the Regional Aerosol Model Intercomparison Project (RAMIP), produced using MRI-ESM2-0. It contains NetCDF output from coupled transient simulations. For a full description of the experiments, see: https://gmd.copernicus.org/articles/16/4451/2023/.

The SSP370-126aer coupled transient experiment runs from January 2015 to at least February 2051. Global aerosol and precursor emissions (sulphur dioxide, black carbon and organic carbon) are taken from SSP1-2.6, while all other anthropogenic emissions and land use follow SSP3-7.0.

The simulations are initialised from the CMIP6 historical experiment. Anthropogenic emissions designed for the ScenarioMIP experiments SSP3-7.0 and SSP1-2.6 are used. All experiments follow SSP3-7.0, with perturbations to regional aerosol and precursor emissions using SSP1-2.6 emissions, following the RAMIP protocol. Data are provided for a subset of CMIP6 variables, following their CMIP6 definitions. Some 3D variables are produced at reduced vertical resolution compared to CMIP6. These are identified with new variable names, as set out in the RAMIP data request: https://gmd.copernicus.org/articles/16/4451/2023/

Acronyms
------------
MRI-ESM2-0: The Meteorological Research Institute Earth System Model Version 2.0 hosted at the Meteorological Research Institute, Japan (MRI)
SSP1-2.6: experiment based on Shared Socioeconomic Pathway SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100.
SSP3-7.0: experiment based on Shared Socioeconomic Pathway SSP3 which is characterised by high challenges to both mitigation and adaptation and RCP7.0, a future pathway with a radiative forcing of 7.0 W/m2 in the year 2100.
ScenarioMIP: the Scenario Model Intercomparison Project simulates climate outcomes based on alternative plausible future scenarios.
CMIP6: is the sixth phase of the Coupled Model Intercomparison Project, a global collaboration of climate modellers.
DOI: 10.15468/dl.rc4aqa
title: Occurrence Download

description: A dataset containing 117056376 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 117056376 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003874-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/b9b13bc897334d8384690ed024ce1f53
title: SSP370-NAE126aer data produced by the MRI-ESM2-0 model for the Regional Aerosol Model Intercomparison Project (RAMIP)

description: This record contains data for the SSP370-NAE126aer experiment simulations from the Regional Aerosol Model Intercomparison Project (RAMIP), produced using MRI-ESM2-0. It contains NetCDF output from coupled transient simulations. For a full description of the experiments, see: https://gmd.copernicus.org/articles/16/4451/2023/.

The SSP370-NAE126aer coupled transient experiment runs from January 2015 to at least February 2051. Aerosol and precursor emissions (sulphur dioxide, black carbon and organic carbon) over North America and Europe are taken from SSP1-2.6, while all other anthropogenic emissions and land use follow SSP3-7.0. North America and Europe are the regions bounded by 150W, 45W, 25N and 70N, and 20W, 45E, 35N, and 70N.

The simulations are initialised from the CMIP6 historical experiment. Anthropogenic emissions designed for the ScenarioMIP experiments SSP3-7.0 and SSP1-2.6 are used. All experiments follow SSP3-7.0, with perturbations to regional aerosol and precursor emissions using SSP1-2.6 emissions, following the RAMIP protocol. Data are provided for a subset of CMIP6 variables, following their CMIP6 definitions. Some 3D variables are produced at reduced vertical resolution compared to CMIP6. These are identified with new variable names, as set out in the RAMIP data request: https://gmd.copernicus.org/articles/16/4451/2023/

Acronyms
------------
MRI-ESM2-0: The Meteorological Research Institute Earth System Model Version 2.0 hosted at the Meteorological Research Institute, Japan (MRI)
SSP1-2.6: experiment based on Shared Socioeconomic Pathway SSP1 with low climate change mitigation and adaptation challenges and RCP2.6, a future pathway with a radiative forcing of 2.6 W/m2 in the year 2100.
SSP3-7.0: experiment based on Shared Socioeconomic Pathway SSP3 which is characterised by high challenges to both mitigation and adaptation and RCP7.0, a future pathway with a radiative forcing of 7.0 W/m2 in the year 2100.
ScenarioMIP: the Scenario Model Intercomparison Project simulates climate outcomes based on alternative plausible future scenarios.
CMIP6: is the sixth phase of the Coupled Model Intercomparison Project, a global collaboration of climate modellers.
DOI: 10.15468/dl.993dsh
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'US'
 AND occurrence.datasetkey = '4a391c5e-47aa-4e30-9374-4c3e143c4eca'
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND LOWER(occurrence.iucnredlistcategory) IN (LOWER('CR'), LOWER('EN'), LOWER('VU'))
 AND occurrence.license = 'CC_BY_4_0'
 AND occurrence."month" = 11
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 212 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 212 OR CAST(occurrence.kingdomkey AS INTEGER) = 212 OR CAST(occurrence.phylumkey AS INTEGER) = 212 OR CAST(occurrence.classkey AS INTEGER) = 212 OR CAST(occurrence.orderkey AS INTEGER) = 212 OR CAST(occurrence.familykey AS INTEGER) = 212 OR CAST(occurrence.genuskey AS INTEGER) = 212 OR CAST(occurrence.specieskey AS INTEGER) = 212)
 AND (occurrence."year" &gt;= 2008 AND occurrence."year" &lt;= 2025)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 2 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003891-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30100762
title: <b>Enhanced Carboniferous Magmatism Reveals the Paleo-Tethys Dual Subduction System and Climatic Changes: New Detrital Zircon Evidence from Western Türkiye</b>

description: We present new detrital zircon U-Pb geochronology and trace element data from Mesozoic-Cenozoic sandstones in western Türkiye to investigate the distribution and tectonic significance of Carboniferous magmatic arcs in the Pontides and the Anatolide-Tauride Block.
DOI: 10.6084/m9.figshare.30100762.v4
title: <b>Enhanced Carboniferous Magmatism Reveals the Paleo-Tethys Dual Subduction System and Climatic Changes: New Detrital Zircon Evidence from Western Türkiye</b>

description: We present new detrital zircon U-Pb geochronology and trace element data from Mesozoic-Cenozoic sandstones in western Türkiye to investigate the distribution and tectonic significance of Carboniferous magmatic arcs in the Pontides and the Anatolide-Tauride Block.
DOI: 10.6084/m9.figshare.30100762.v3
title: <b>Enhanced Carboniferous Magmatism Reveals a Dual Subduction System of the Paleo-Tethys: New Detrital Zircon Evidence from Western Türkiye</b>

description: We present new detrital zircon U-Pb geochronology and trace element data from Mesozoic-Cenozoic sandstones in western Türkiye to investigate the distribution and tectonic significance of Carboniferous magmatic arcs in the Pontides and the Anatolide-Tauride Block.
DOI: 10.15468/dl.u6bqsm
title: Occurrence Download

description: A dataset containing 117056376 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 117056376 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003882-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.