cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22033/esgf/cmip6.4932
title: INM INM-CM5-0 model output prepared for CMIP6 CMIP abrupt-4xCO2

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.INM.INM-CM5-0.abrupt-4xCO2' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The INM-CM5-0 climate model, released in 2016, includes the following components:
 aerosol: INM-AER1, atmos: INM-AM5-0 (2x1.5; 180 x 120 longitude/latitude; 73 levels; top level sigma = 0.0002), land: INM-LND1, ocean: INM-OM5 (North Pole shifted to 60N, 90E. 0.5x0.25; 720 x 720 longitude/latitude; 40 levels; vertical sigma coordinate), seaIce: INM-ICE1. 
The model was run by the Institute for Numerical Mathematics, Russian Academy of Science, Moscow 119991, Russia (INM) in native nominal resolutions: aerosol: 100 km, atmos: 100 km, land: 100 km, ocean: 50 km, seaIce: 50 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.4934
title: INM INM-CM4-8 model output prepared for CMIP6 CMIP amip

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.INM.INM-CM4-8.amip' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The INM-CM4-8 climate model, released in 2016, includes the following components:
 aerosol: INM-AER1, atmos: INM-AM4-8 (2x1.5; 180 x 120 longitude/latitude; 21 levels; top level sigma = 0.01), land: INM-LND1, ocean: INM-OM5 (North Pole shifted to 60N, 90E; 360 x 318 longitude/latitude; 40 levels; sigma vertical coordinate), seaIce: INM-ICE1. 
The model was run by the Institute for Numerical Mathematics, Russian Academy of Science, Moscow 119991, Russia (INM) in native nominal resolutions: aerosol: 100 km, atmos: 100 km, land: 100 km, ocean: 100 km, seaIce: 100 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.4935
title: INM INM-CM5-0 model output prepared for CMIP6 CMIP amip

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.CMIP.INM.INM-CM5-0.amip' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The INM-CM5-0 climate model, released in 2016, includes the following components:
 aerosol: INM-AER1, atmos: INM-AM5-0 (2x1.5; 180 x 120 longitude/latitude; 73 levels; top level sigma = 0.0002), land: INM-LND1, ocean: INM-OM5 (North Pole shifted to 60N, 90E. 0.5x0.25; 720 x 720 longitude/latitude; 40 levels; vertical sigma coordinate), seaIce: INM-ICE1. 
The model was run by the Institute for Numerical Mathematics, Russian Academy of Science, Moscow 119991, Russia (INM) in native nominal resolutions: aerosol: 100 km, atmos: 100 km, land: 100 km, ocean: 50 km, seaIce: 50 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.15468/dl.2mfnr8
title: Occurrence Download

description: A dataset containing 6373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.20_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 6373 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006908-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mndpdd
title: Occurrence Download

description: A dataset containing 41076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natuurmuseum Brabant, Tilburg - Observations",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41076 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010801-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chxq2u
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CNAN/Arañas sinantrópicas",
 "GadmGid is MEX",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0320563-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4yykr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.85943603515625 46.95089718326926,2.18902587890625 46.95089718326926,2.18902587890625 47.28048702701926,1.85943603515625 47.28048702701926,1.85943603515625 46.95089718326926))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aphantaulax cincta (L.Koch, 1866)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0320543-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrykeq
title: Occurrence Download

description: A dataset containing 1970240614 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1970240614 records from 18106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000240-171107215919691/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53n3cd
title: Occurrence Download

description: A dataset containing 9132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence, Living Specimen)",
 "Geometry POLYGON((177.96288 -38.71373,178.06654 -38.71373,178.06654 -38.64233,177.96288 -38.64233,177.96288 -38.71373))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 9132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023120-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv2qs8
title: Occurrence Download

description: A dataset containing 1679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poicephalus rueppellii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1679 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023121-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2rz5f
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notropis cummingsae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 539 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023122-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxpvcy
title: Occurrence Download

description: A dataset containing 5739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poicephalus rufiventris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 5739 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023123-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzk3xq
title: Occurrence Download

description: A dataset containing 1078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Niltava macgrigoriae",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1078 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023124-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjnahp
title: Occurrence Download

description: A dataset containing 89645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus caerulescens)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 89645 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023097-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q4abr
title: Occurrence Download

description: A dataset containing 17477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poicephalus senegalus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 17477 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023125-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4s8un
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023126-250802193616735/datasets/export for details.
DOI: 10.15468/dl.med4hy
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bugulina flabellata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023127-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7319t92
title: Chlorophyll concentration and optical absorption spectra of particulate and dissolved material, collected at several depths on DEEPEND cruises DP01 and DP02, May 2015 - Aug 2015
DOI: 10.15468/dl.zwz4yd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bugulina flabellata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023128-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14014678
title: Bias-corrected SWE estimates

description: This dataset is developed for and used in the manuscript titled “Improved modelling of mountain snowpacks with spatially distributed precipitation bias correction derived from historical reanalysis” by Manon von Kaenel and Steve Margulis (citation forthcoming).

The snow water equivalent (SWE) estimates for each experiment (Reference, Uncorrected, Uniform, Case A, Case B, Case B + fSCA, Case B + SD) are stored in netCDF format (*.nc files). The files for each experiment are organized in subfolders organized by WY, tile location, and variable. The data have a spatial resolution of 16 arcseconds a daily time step. The period of record for the Reference, Uncorrected, Uniform, Case A, Case B, and Case B + fSCA experiments ranges from WY (water year) 1985 to 2021. The Case B + SD experiment ranges from WY 2015 to 2017. The output files are organized within two 1 degree x 1 degree tiles that cover the study domain. . For Reference, Case B + SD, and Case B + fSCA, only the posterior estimates are included; and for Case A and Case B, only the prior estimates are included. The ensemble mean is provided for each experiment-year. For WY 2017 in Case B, Case B + SD, and Case B + fSCA, the full set of ensemble statistics (ensemble mean, standard deviation, median, and interquartile range) is provided as a sample and to match Figure 3 in the accompanying publication.

Additionally, information pertaining to the precipitation bias correction (posterior b) is included for the Reference dataset. These files follow the same directory structure and data resolutions as for the SWE estimates, and are stored under the “B_CV_Cvis_Weights” subfolder for each WY. For each water year and tile, the file labeled “B_CV_CVis_PRIOR” includes the 100 ensemble values for the prior b distribution, and the file labeled “WEIGHTS” includes the posterior weights for all ensemble members. The mean posterior b value for each pixel-year can be calculated as: sum(prior bj * weightj) where j is each ensemble member.
DOI: 10.5281/zenodo.14014679
title: Bias-corrected SWE estimates

description: This dataset is developed for and used in the manuscript titled “Improved modelling of mountain snowpacks with spatially distributed precipitation bias correction derived from historical reanalysis” by Manon von Kaenel and Steve Margulis (citation forthcoming).

The snow water equivalent (SWE) estimates for each experiment (Reference, Uncorrected, Uniform, Case A, Case B, Case B + fSCA, Case B + SD) are stored in netCDF format (*.nc files). The files for each experiment are organized in subfolders organized by WY, tile location, and variable. The data have a spatial resolution of 16 arcseconds a daily time step. The period of record for the Reference, Uncorrected, Uniform, Case A, Case B, and Case B + fSCA experiments ranges from WY (water year) 1985 to 2021. The Case B + SD experiment ranges from WY 2015 to 2017. The output files are organized within two 1 degree x 1 degree tiles that cover the study domain. . For Reference, Case B + SD, and Case B + fSCA, only the posterior estimates are included; and for Case A and Case B, only the prior estimates are included. The ensemble mean is provided for each experiment-year. For WY 2017 in Case B, Case B + SD, and Case B + fSCA, the full set of ensemble statistics (ensemble mean, standard deviation, median, and interquartile range) is provided as a sample and to match Figure 3 in the accompanying publication.

Additionally, information pertaining to the precipitation bias correction (posterior b) is included for the Reference dataset. These files follow the same directory structure and data resolutions as for the SWE estimates, and are stored under the “B_CV_Cvis_Weights” subfolder for each WY. For each water year and tile, the file labeled “B_CV_CVis_PRIOR” includes the 100 ensemble values for the prior b distribution, and the file labeled “WEIGHTS” includes the posterior weights for all ensemble members. The mean posterior b value for each pixel-year can be calculated as: sum(prior bj * weightj) where j is each ensemble member.
DOI: 10.15468/dl.6fr8gs
title: Occurrence Download

description: A dataset containing 41985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polemaetus bellicosus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 41985 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023129-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmfmxa
title: Occurrence Download

description: A dataset containing 1529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polihierax insignis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1529 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023130-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hygqjx
title: Occurrence Download

description: A dataset containing 12776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polihierax semitorquatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 12776 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023133-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psueb7
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Niltava davidi",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 671 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023131-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5krfx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus rosae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023132-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.