cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4754905
title: Correlated k coefficients for H2-He atmospheres; 30 spectral windows and 1060 pressure-temperature points

description: There are 72 correlated k-coefficients datasets, using the naming convention m-xxx_coyyy.data.30.tar.zip, where xxx is the metallicity in dex relative to solar, and yyy is the C/O ratio relative to solar, as a multiplication factor. For example a metallicity of 0.0 and a C/O ratio of 1.0 indicates solar abundances. We use the Lodders et al. 2010 value for the solar C/O=0.458. The spectral windows are listed in the file 30_windows.txt (intervals defined as starting at lambda1 and ending at lambda2), and the k-coefficients can be read in and checked using the script in the IDL code read_k_coefficients.pro. The k-coefficients are calculated for a grid of 1060 pressure-temperature points listed in the file PT_list_1060.

The correlated-k coefficients are calculated using pre-mixed opacities, where the abundances for each metallicity-C/O combination have been calculated using equilibrium chemistry, as described in Marley et al. 2021. There are 12 Fe/H values: 0.0, 0.5, 0.7, 1.0, 1.5, 1.5, 1.7, 2.0, -0.25, -0.3, -0.5, -0.75, and -1.0; and 6 C/O values: 0.25, 0.5, 1.0, 1.5, 2.0 and 2.5.

 The opacity sources included in the calculations are: C2H2, C2H4, C2H6, CH4, CO, CO2, CrH, FeH, H2O, H2S, HCN, LiCl, MgH, N2,  NH3, OCS, PH3, SiO, TiO, and VO, in addition to alkali metals (Li, Na, K, Rb, Cs). The references for the line lists and broadening parameters used in these opacity calculations can also be found in Marley et al 2021, and are included here for convenience in the file Table_2_Marley_et.al.2021.png

Each dataset contains the following files:

ascii_data: the correlated k coefficients file in ascii format. This can be read by the included IDL code.

binary_data: the correlated k coefficients file in binary format

cp_all: contains the mean molecular weight for each layer. The head capacity values do not include the proper H2 heat capacity and should not be used.

full_abunds: the relative abundances for all the species from the chemistry files, on the 1060-point pressure-temperature grid.

sum_in_atoms: relative abundances for the alkali metals

sum_in_cia: relative abundances for the species that could be used for calculating collision-induced absorption (CIA)

sum_in_layer: relative abundances for all molecules included in the correlated k-coefficients calculations

Resources supporting this work were provided by the NASA High-End Computing (HEC) Program through the NASA Advanced Supercomputing (NAS) Division at Ames Research Center.
DOI: 10.15468/dl.dpjf7q
title: Occurrence Download

description: A dataset containing 82736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clausocalanidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82736 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002478-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14756626
title: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data

description: Source data from the IMACLIM-R model for the WP: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data
DOI: 10.5281/zenodo.14756627
title: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data

description: Source data from the IMACLIM-R model for the WP: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data
DOI: 10.5281/zenodo.14756669
title: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data

description: Source data from the IMACLIM-R model for the WP: Credible climate policy commitments are needed for keeping long-term climate goals within reach - Source Data
DOI: 10.15139/s3/wldnqt
title: Replication Data for: What Explains Country-Level Differences in Political Belief System Coherence?

description: This repository contains all code scripts, figures, source files, and generated data for: "What Explains Country-Level Differences in Political Belief System Coherence" (forthcoming in Political Behavior)
DOI: 10.5281/zenodo.14754253
title: Comparison of the selected test set analysis results obtained based on expert knowledge and the original AI algorithm

description: The database is organized as a two-dimensional table that facilitates the comparison of analysis results obtained from three human experts and the AI algorithm. Each row in the table corresponds to a single event and contains several fields. The first field is the event number, which serves as a unique identifier for each record. The second field specifies the event type, categorized as either "A" for workplace accidents or "NM" for near misses. The subsequent fields include the assessments provided by the three experts—Expert 1, Expert 2, and Expert 3—who evaluated and classified each event based on their domain knowledge. Additionally, the table includes a field that assigns the identified causes of each event, providing detailed information about the factors contributing to the occurrence. The final field contains the result generated by the AI algorithm, including its classification and identified causes. This structure enables a comprehensive comparison between expert evaluations and the AI algorithm's output, allowing for the identification of consistencies and discrepancies in both classification and root cause analysis. The database serves as a robust foundation for analyzing the reliability and performance of the AI algorithm in relation to human expertise.
DOI: 10.5281/zenodo.14754254
title: Comparison of the selected test set analysis results obtained based on expert knowledge and the original AI algorithm

description: The database is organized as a two-dimensional table that facilitates the comparison of analysis results obtained from three human experts and the AI algorithm. Each row in the table corresponds to a single event and contains several fields. The first field is the event number, which serves as a unique identifier for each record. The second field specifies the event type, categorized as either "A" for workplace accidents or "NM" for near misses. The subsequent fields include the assessments provided by the three experts—Expert 1, Expert 2, and Expert 3—who evaluated and classified each event based on their domain knowledge. Additionally, the table includes a field that assigns the identified causes of each event, providing detailed information about the factors contributing to the occurrence. The final field contains the result generated by the AI algorithm, including its classification and identified causes. This structure enables a comprehensive comparison between expert evaluations and the AI algorithm's output, allowing for the identification of consistencies and discrepancies in both classification and root cause analysis. The database serves as a robust foundation for analyzing the reliability and performance of the AI algorithm in relation to human expertise.
DOI: 10.15468/dl.6k4db3
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Selenicereus monacanthus (Lem.) D.R.Hunt"
 ]
}

 The dataset includes 579 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002483-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fr57zu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liolaemus incaicus Lobo, Quinteros & Gómez, 2007",
 "Year is greater than or equal to 2020"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002484-250127130748423/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.28297205
title: This dataset contains information related to physiological measurements and Body Mass Index (BMI) among individuals. It has been used for statistical analyses to generate insights into various health and physiological factors.

description: <br>- <b>Filtyp:</b> Excel file (.xlsx).- <b>Ark: </b>A single sheet contains all the data for analysis.
DOI: 10.15468/dl.5tjjqx
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocereus gaumeri (Britton & Rose) T.Mac Doug. & Miranda"
 ]
}

 The dataset includes 65 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002486-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26275/whgt-j5vy
title: Three-dimensional imaging of the enteric nervous system in human pediatric colon reveals new features of Hirschsprung disease

description: Human pediatric colon enteric nervous system and Hirschsprung disease pull-through resections
description: Human pediatric colon enteric nervous system including Hirschsprung disease resections
DOI: 10.15468/dl.xm6swu
title: Occurrence Download

description: A dataset containing 43170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galeocerdo cuvier (Péron & Lesueur, 1822)"
 ]
}

 The dataset includes 43170 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002485-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2pfr5
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "TaxonKey is Purshia stansburiana (Torr.) Henrickson"
 ]
}

 The dataset includes 364 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002487-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jx44b
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Praecereus euchlorus (F.A.C.Weber) N.P.Taylor"
 ]
}

 The dataset includes 617 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002488-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avaqzp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis colnagoi (Pabst) F.Barros & L.R.S.Guim."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002490-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v4hzf
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crypturellus cinnamomeus (Lesson, 1842)",
 "Year 2000-2025"
 ]
}

 The dataset's 7 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002469-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfzepg
title: Occurrence Download

description: A dataset containing 7994904 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "Geometry POLYGON((-77.89307 7.01193,-77.49756 6.02316,-77.62939 4.02365,-76.28906 3.86984,-75.87158 5.34201,-74.50928 5.32003,-73.76221 5.01242,-73.49854 6.13302,-74.13574 6.33078,-73.6084 7.0339,-74.00391 7.73703,-75.05859 8.61593,-76.15723 7.69308,-75.91553 8.90158,-76.50879 9.05539,-76.81641 9.05539,-77.2998 8.55001,-77.05811 8.0007,-77.40967 7.45138,-77.89307 7.01193))"
 ]
}

 The dataset includes 7994904 records from 1467 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002462-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b69q8h
title: Occurrence Download

description: A dataset containing 423348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.10_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 423348 records from 637 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012909-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfjcfa
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"4528100","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 645 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012953-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4bf96
title: Occurrence Download

description: A dataset containing 5922 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5254231","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 5922 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012954-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.955ab2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5250111","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012955-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq4k4b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5262815","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012957-241024112534372/datasets/export for details.
DOI: 10.15468/dl.v4pgqu
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"5254314","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 421 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012956-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rag2h
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocercus omari Venegas, Echevarría, García-Burneo & Koch, 2016"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012925-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu39fm
title: Occurrence Download

description: A dataset containing 295097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Parkesia motacilla (Vieillot, 1809))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 295097 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012916-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrjsmj
title: Occurrence Download

description: A dataset containing 2325 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"2049512","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 2325 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012958-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6hn6h
title: Occurrence Download

description: A dataset containing 13098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chamaerops humilis L.)",
 "Country is one of (Spain)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13098 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012960-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thbkez
title: Occurrence Download

description: A dataset containing 13376 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"8223165","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 13376 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012959-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.