cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7483/opendata.cms.3o9w.ei8s
title: /XToYYprimeTo4q_MX3000_MY60_MYprime400_narrow_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM
DOI: 10.7483/opendata.cms.kxf3.kiu8
title: /XToYYprimeTo4q_MX3000_MY60_MYprime500_narrow_TuneCP5_13TeV-madgraph-pythia8/RunIISummer20UL16MiniAODv2-106X_mcRun2_asymptotic_v17-v2/MINIAODSIM
DOI: 10.15468/dl.2h29yj
title: Occurrence Download

description: A dataset containing 14069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cheniella touranensis (Gagnep.) R.Clark & Mackinder, Tylosema esculentum (Burch.) A.Schreib., Phanera nervosa Benth., Bauhinia variegata L., Bauhinia purpurea L., Cheniella didyma (H.Y.Chen) R.Clark & Mackinder, Lysiphyllum cunninghamii (Benth.) de Wit, Gigasiphon macrosiphon (Harms) Brenan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14069 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072799-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f24tng
title: Occurrence Download

description: A dataset containing 12086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon montanus Highton & Peabody, 2000)"
 ]
}

 The dataset includes 12086 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003595-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st9xkm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammatoidea West & G.S.West, 1897",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038948-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rn9a7v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038949-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cy9zmq
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epeolus schummeli Schilling, 1849"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038950-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bme4dh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera alticincta (Lepeletier, 1841)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038952-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73rn3s
title: Occurrence Download

description: A dataset containing 3478 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epeolus variegatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3478 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038951-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9jfgb
title: Occurrence Download

description: A dataset containing 72214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-125.19987 32.28008,-113.31157 32.28008,-113.31157 42.75272,-125.19987 42.75272,-125.19987 32.28008))",
 "HasGeospatialIssue is false",
 "TaxonKey is Athene cunicularia (Molina, 1782)"
 ]
}

 The dataset includes 72214 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038913-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rme8vs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038954-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8upffv
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Gelatinous zooplankton validated sightings reported by avvistAPP users",
 "Country is Croatia"
 ]
}

 The dataset includes 169 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038955-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cvefv
title: Occurrence Download

description: A dataset listing the 225 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((12.91046 37.96678,13.66016 37.96678,13.66016 38.26666,12.91046 38.26666,12.91046 37.96678))",
 "Geometry POLYGON((13.15047 38.0849,13.31396 38.0849,13.31396 38.22879,13.15047 38.22879,13.15047 38.0849))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 225 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038924-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82brn5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammatoidea West & G.S.West, 1897",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038956-250525065834625/datasets/export for details.
DOI: 10.15468/dl.r5644f
title: Occurrence Download

description: A dataset containing 64102709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "License is CC-BY 4.0",
 "Month is one of (March, February, January)",
 "Year 2021-2022"
 ]
}

 The dataset includes 64102709 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038906-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fbdq8
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera cineraria Eversmann, 1852"
 ]
}

 The dataset includes 79 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038958-250525065834625/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.29298971
title: CF21_qPruned.txt.gz

description: Multivariate GWAS summary statistics of a common factor encompassing 21 physical illnesses.
DOI: 10.6084/m9.figshare.29298971.v1
title: CF21_qPruned.txt.gz

description: Multivariate GWAS summary statistics of a common factor encompassing 21 physical illnesses.
DOI: 10.15468/dl.sdf5wt
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera dentata Germar, 1839"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038959-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r26wq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038960-250525065834625/datasets/export for details.
DOI: 10.15468/dl.632xus
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera interrupta Bär, 1850"
 ]
}

 The dataset includes 487 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038961-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdec43
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Armas Järvelä's Lepidoptera Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038962-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx4mt8
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Panama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gracilaria cuneata Aresch."
 ]
}

 The dataset includes 152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038963-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60541/rw08-by12
title: Abortion Provider Qualifications

description: The majority of states require that a licensed physician be the provider performing an abortion procedure. However, a few states allow other advanced practice clinicians to perform abortions. States may also require additional qualifications for all abortion providers, including advanced training and experience, hospital admitting privileges, and OB/GYN certification.

This dataset identifies variation in states that have provider qualification requirements in effect from December 1, 2018 through November 1, 2022, as well as case law and attorney general opinions that affect the enforceability of these laws.

This dataset is a part of a suite of 17 datasets created by the Center for Public Health Law Research in collaboration with subject matter experts from Resources for Abortion Delivery (RAD), Guttmacher Institute, American Civil Liberties Union (ACLU), Center for Reproductive Rights (CRR), National Abortion Federation (NAF), and Planned Parenthood Federation of America (PPFA), who conceptualized and developed the Abortion Law Project. If you need broader contextual information on state laws and policies, national level information, or data and evidence related to abortion and other reproductive health issues, please contact the Guttmacher Institute at info@guttmacher.org. 

Disclaimer: The information contained herein does not constitute legal advice. If you have questions regarding your legal rights or obligations, contact an attorney. If you are an abortion provider seeking legal compliance guidance, the following collaborating organizations may be able to assist you: ACLU, CRR, PPFA (for affiliated health centers), NAF, and Regulatory Assistance for Abortion Providers (a project of RAD).

**Note: CPHLR is working collaboratively with Advancing New Standards in Reproductive Health (ANSIRH) on the NICHD-funded Legal Epidemiology of Abortion Policies (LEAP) Study to build longitudinal abortion policy data covering changes from 2005 through 2022. These data will be publicly released on LawAtlas.org upon completion of the project period anticipated in 2027. To learn more about the LEAP Study, please visit the study webpage.
DOI: 10.15468/dl.egrs79
title: Occurrence Download

description: A dataset listing the 3677 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-42.9 -22.7,-42.9 -22.4,-42.6 -22.4,-42.6 -22.7,-42.9 -22.7))",
 "TaxonKey is Aves"
 ]
}

 The dataset's 3677 records were derived from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038930-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/5dxz-xm93.86
title: Latin American Newspaper Coverage of Climate Change or Global Warming, 2005-2025 - May 2025

description: The Media and Climate Change Observatory Data monitors 126 sources (across newspapers, radio and TV) in 58 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.6pe6zb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopsis belliflora E.Wimm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038966-250525065834625/datasets/export for details.
DOI: 10.15468/dl.h5r6yx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammatoidea West & G.S.West, 1897",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038965-250525065834625/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2h2dxx
title: CCDC 2296229: Experimental Crystal Structure Determination

description: Related Article: Grema A. Mala, Holger B. Friedrich, Halliru Ibrahim, Naomi P. Ndahi, Sizwe J. Zamisa, Dailami S.A. Masokano, Ibrahim Waziri, Moganavelli Singh|2025|Bioorg.Chem.|163|108638|doi:10.1016/j.bioorg.2025.108638
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.zc39gf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is R - Herbário do Museu Nacional",
 "Country is Croatia"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038964-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15650143
title: RascalMCES scores for benchmarking tasks (>5,000,000 pairs)

description: To compare the different similarity scores to a graph-based measure, we selected 5,557,963 unique pairs from 

the ms2structures dataset (see https://doi.org/10.5281/zenodo.15650044).

Those were randomly drawn from candidates for all included compounds for which the mass difference was < 100 Da.


RascalMCES scores were computed using RDKit on an i9-13900K CPU with the following settings:



similarityThreshold = 0.05

maxBondMatchPairs = 1000

minFragSize = 3

timeout of 60 seconds.

For 144,286 pairs, the computation timed out, and the resulting scores were not trusted.

This resulted in a final benchmarking set of 5,413,677 unique compound pairs with computed rascalMCES scores.
DOI: 10.5281/zenodo.15650144
title: RascalMCES scores for benchmarking tasks (>5,000,000 pairs)

description: To compare the different similarity scores to a graph-based measure, we selected 5,557,963 unique pairs from 

the ms2structures dataset (see https://doi.org/10.5281/zenodo.15650044).

Those were randomly drawn from candidates for all included compounds for which the mass difference was < 100 Da.


RascalMCES scores were computed using RDKit on an i9-13900K CPU with the following settings:



similarityThreshold = 0.05

maxBondMatchPairs = 1000

minFragSize = 3

timeout of 60 seconds.

For 144,286 pairs, the computation timed out, and the resulting scores were not trusted.

This resulted in a final benchmarking set of 5,413,677 unique compound pairs with computed rascalMCES scores.
DOI: 10.15468/dl.nuw6b2
title: Occurrence Download

description: A dataset containing 130307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amelanchier ovalis Medik.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 130307 records from 570 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038939-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r57q6
title: Occurrence Download

description: A dataset containing 9829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera longicornis (Linnaeus, 1758)"
 ]
}

 The dataset includes 9829 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038968-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6gkx5
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucera macroglossa Illiger, 1806"
 ]
}

 The dataset includes 51 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038969-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgvpmx
title: Occurrence Download

description: A dataset containing 7447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is Observations.be - Non-native species occurrences in Wallonia, Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 7447 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038967-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52f5pp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Hemiptera Eastern Fennoscandia (Luomus)",
 "Country is Croatia"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038970-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83h3sy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Angelo State University Herbarium",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038971-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.