cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10786438
title: Model catalogues and histograms of KSVZ axion models with multiple heavy quarks

description: This record contains the files pertaining to the results mentioned in the linked work Plakkot & Hoof, “Anomaly Ratio Distributions of KSVZ Axion Models with Multiple Heavy Quarks.” The contents are:



	
4 histogram files
	
2 compressed tar.gz files containing detailed catalogues,
	
2 Python scripts to extract information from the files (requires Python 3 and the numpy, matplotlib and h5py packages)



Histogram files


The columns of the histogram files (listed below) correspond to the numerator of E, denominator of E, numerator of N, denominator of N, and the number of models (frequency) with that E/N ratio. The file histogram_complete_NQ_1_to_9.txt contains additional columns showing the number of models per entry for each NQ.



	
histogram_all_LP_allowed_models.txt for all LP-allowed models
	
histogram_additive_LP_allowed_models.txt for LP-allowed additive models
	
histogram_same_reps_LP_allowed_models.txt for LP-allowed additive models where all new quarks live on the same representation
	
histogram_complete_NQ_1_to_9.txt for all possible models with NQ ≤ 9, regardless of the LP criterion



Catalogues


The catalogues are contained in the two compressed HDF5 files listed below. The catalogues contain groups for different NQ, each with subgroups for numerators and denominators of E and N, model representation (as a list). The file catalogue_additive_models_NQ_1_to_9.tar.gz contains additionally the energy scale at which the first LP appears. The integers in the model lists represent the quark representations (integer m for the representation rm in the text), and the negative signs indicate opposite PQ charge.



	
catalogue_additive_models_NQ_1_to_9.tar.gz contains the catalogue for additive models with NQ ≤ 9 (9 groups, 6 subgroups)
	
catalogue_all_LP_allowed_models.tar.gz Contains catalogues for all LP-allowed models (28 groups, 5 subgroups)



Scripts


The two scripts are:



	
print_histogram_info.py is a sample script to extract information from the histogram files. The default choice for NQ can be adjusted by e.g. invoking python print_histogram_info.py 5 for NQ = 5
	
read_catalogue.py is a sample script to extract data from the catalogue files (which need to be unpacked first). The default settings can be overwritten by e.g. invoking python read_catalogue.py 5 file.h5 for NQ = 5 and the catalogues contained in file.h5
description: The updated version replaces the "histogram_complete_NQ_1_to_9.txt" file, whose column for NQ = 9 contained incorrect frequencies and several models with unphysical N. We thank Luca Di Luzio for suggesting to check our catalogues against the quantisation conditions from Ref. [arXiv:2309.03937], which led to the discovery of these problems. Neither the other files nor the results of the associated publication were affected by this issue.
DOI: 10.5281/zenodo.5091706
title: Model catalogues and histograms of KSVZ axion models with multiple heavy quarks

description: This record contains the files pertaining to the results mentioned in the linked work Plakkot & Hoof, “Anomaly Ratio Distributions of KSVZ Axion Models with Multiple Heavy Quarks.” The contents are:



	
4 histogram files
	
2 compressed tar.gz files containing detailed catalogues,
	
2 Python scripts to extract information from the files (requires Python 3 and the numpy, matplotlib and h5py packages)



Histogram files


The columns of the histogram files (listed below) correspond to the numerator of E, denominator of E, numerator of N, denominator of N, and the number of models (frequency) with that E/N ratio. The file histogram_complete_NQ_1_to_9.txt contains additional columns showing the number of models per entry for each NQ.



	
histogram_all_LP_allowed_models.txt for all LP-allowed models
	
histogram_additive_LP_allowed_models.txt for LP-allowed additive models
	
histogram_same_reps_LP_allowed_models.txt for LP-allowed additive models where all new quarks live on the same representation
	
histogram_complete_NQ_1_to_9.txt for all possible models with NQ ≤ 9, regardless of the LP criterion



Catalogues


The catalogues are contained in the two compressed HDF5 files listed below. The catalogues contain groups for different NQ, each with subgroups for numerators and denominators of E and N, model representation (as a list). The file catalogue_additive_models_NQ_1_to_9.tar.gz contains additionally the energy scale at which the first LP appears. The integers in the model lists represent the quark representations (integer m for the representation rm in the text), and the negative signs indicate opposite PQ charge.



	
catalogue_additive_models_NQ_1_to_9.tar.gz contains the catalogue for additive models with NQ ≤ 9 (9 groups, 6 subgroups)
	
catalogue_all_LP_allowed_models.tar.gz Contains catalogues for all LP-allowed models (28 groups, 5 subgroups)



Scripts


The two scripts are:



	
print_histogram_info.py is a sample script to extract information from the histogram files. The default choice for NQ can be adjusted by e.g. invoking python print_histogram_info.py 5 for NQ = 5
	
read_catalogue.py is a sample script to extract data from the catalogue files (which need to be unpacked first). The default settings can be overwritten by e.g. invoking python read_catalogue.py 5 file.h5 for NQ = 5 and the catalogues contained in file.h5
description: The updated version replaces the "histogram_complete_NQ_1_to_9.txt" file, whose column for NQ = 9 contained incorrect frequencies and several models with unphysical N. We thank Luca Di Luzio for suggesting to check our catalogues against the quantisation conditions from Ref. [arXiv:2309.03937], which led to the discovery of these problems. Neither the other files nor the results of the associated publication were affected by this issue.
DOI: 10.5281/zenodo.5091707
title: Model catalogues and histograms of KSVZ axion models with multiple heavy quarks

description: This record contains the files pertaining to the results mentioned in the linked work Plakkot & Hoof, <em>“Anomaly Ratio Distributions of KSVZ Axion Models with Multiple Heavy Quarks.”</em> The contents are: 4 histogram files 2 compressed <code>tar.gz</code> files containing detailed catalogues, 2 Python scripts to extract information from the files (requires Python 3 and the <code>numpy</code>, <code>matplotlib</code> and <code>h5py</code> packages) <strong>Histogram files</strong> The columns of the histogram files (listed below) correspond to the numerator of <em>E</em>, denominator of <em>E</em>, numerator of <em>N</em>, denominator of <em>N</em>, and the number of models (frequency) with that <em>E/N</em> ratio. The file <code>histogram_complete_NQ_1_to_9.txt</code> contains additional columns showing the number of models per entry for each <em>N<sub>Q</sub></em>. <code>histogram_all_LP_allowed_models.txt</code> for all LP-allowed models <code>histogram_additive_LP_allowed_models.txt</code> for LP-allowed additive models <code>histogram_same_reps_LP_allowed_models.txt</code> for LP-allowed additive models where all new quarks live on the same representation <code>histogram_complete_NQ_1_to_9.txt</code> for all possible models with <em>N<sub>Q</sub></em> ≤ 9, regardless of the LP criterion <strong>Catalogues</strong> The catalogues are contained in the two compressed <code>HDF5</code> files listed below. The catalogues contain groups for different <em>N<sub>Q</sub></em>, each with subgroups for numerators and denominators of E and N, model representation (as a list). The file <code>catalogue_additive_models_NQ_1_to_9.tar.gz</code> contains additionally the energy scale at which the first LP appears. The integers in the model lists represent the quark representations (integer <em>m</em> for the representation <em>r<sub>m</sub></em> in the text), and the negative signs indicate opposite PQ charge. <code>catalogue_additive_models_NQ_1_to_9.tar.gz</code> contains the catalogue for additive models with <em>N<sub>Q</sub></em> ≤ 9 (9 groups, 6 subgroups) <code>catalogue_all_LP_allowed_models.tar.gz</code> Contains catalogues for all LP-allowed models (28 groups, 5 subgroups) <strong>Scripts</strong> The two scripts are: <code>print_histogram_info.py</code> is a sample script to extract information from the histogram files. The default choice for <em>N<sub>Q</sub></em> can be adjusted by e.g. invoking <code>python print_histogram_info.py 5</code> for <em>N<sub>Q</sub></em> = 5 <code>read_catalogue.py</code> is a sample script to extract data from the catalogue files (which need to be unpacked first). The default settings can be overwritten by e.g. invoking <code>python read_catalogue.py 5 file.h5</code> for <em>N<sub>Q</sub></em> = 5 and the catalogues contained in <code>file.h5</code>
DOI: 10.34740/kaggle/dsv/10281744
title: Epilepsy FCD Type II MRI Data(Reconstructed)
DOI: 10.15468/dl.nywrs8
title: Occurrence Download

description: A dataset containing 59857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boletus edulis Bull."
 ]
}

 The dataset includes 59857 records from 435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046973-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a52nat
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea horsfalliae",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061788-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzwph3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea horsfalliae",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061789-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5363b6
title: Occurrence Download

description: A dataset containing 1419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Living Specimen)",
 "Geometry POLYGON((-88.10835 -0.87505,-62.48970 -0.87505,-62.48970 9.37800,-88.10835 9.37800,-88.10835 -0.87505))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manacus"
 ]
}

 The dataset includes 1419 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061791-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.denh8v
title: Occurrence Download

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

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061787-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13324600
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25549/inscriptifact-ouc111325585
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.pwpvxc
title: Occurrence Download

description: A dataset containing 110036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.22799 38.38655,32.44812 38.38655,32.44812 54.26594,-7.22799 54.26594,-7.22799 38.38655))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 110036 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268356-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bpwus
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cakile aegyptica Pignatti"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054012-220831081235567/datasets/export for details.
DOI: 10.15468/dl.j8pw9y
title: Occurrence Download

description: A dataset containing 6752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swedish Bird Survey: Fixed routes (Standardrutterna)",
 "Year 2000-2018",
 "TaxonKey is Cuculus canorus Linnaeus, 1758"
 ]
}

 The dataset includes 6752 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062132-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325620
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.6zumcc
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aceria vitalbae (Canestrini, 1892)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058025-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k8zzw
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((121.26709 21.22559,120.43213 19.6875,119.90479 17.70996,119.46533 16.56738,118.89404 14.32617,119.46533 12.87598,118.10303 10.32715,116.47705 8.70117,116.43311 7.60254,117.61963 7.60254,118.8501 7.03125,120.65186 10.23926,121.70654 9.31641,120.78369 7.29492,119.46533 6.32813,119.3335 5.18555,119.3335 4.43848,120.78369 4.52637,123.15674 6.1084,124.38721 5.97656,124.73877 5.1416,126.62842 4.92188,128.47412 7.73438,126.84814 10.67871,125.57373 13.5791,124.38721 15.5127,123.06885 15.68848,123.33252 18.2373,123.15674 19.46777,122.71729 20.87402,121.26709 21.22559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lumnitzera Wild."
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025638-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbn5jb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophichthus grandoculis (Cantor, 1849)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054013-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325622
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.25549/inscriptifact-ouc111326511
title: Codex Climaci Rescriptus: Ladder of Ascent by John Climacus, MS.000149.1-.86

description: [Text Description:] Codex Climaci Rescriptus: Syriac translation of Ladder of Divine Ascent by John Climacus, upper text ❧ [Text or Publication Number Note:] MS.000149.1-.86 ❧ [Excavation Description:] Found at St. Catherine's Monastery ❧ [Medium:] Parchment ❧ [Script Note:] Syriac ❧ [Physical Object Description:] 137 folios; 9.06 x 14.56 in. (23 x 37 cm); vellum with ink ❧ [Physical Object Note:] Palimpsest
DOI: 10.15468/dl.gwjpfu
title: Occurrence Download

description: A dataset containing 12649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gilia Ruiz & Pav.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12649 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058011-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38a3q7
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oostethus jagorii (Peters, 1868)"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054023-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tat4qh
title: Occurrence Download

description: A dataset containing 25357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Laetiporus sulphureus (Bull.) Murrill"
 ]
}

 The dataset includes 25357 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189864-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325588
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.eeahkv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cakile cyrenaica Spreng."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054014-220831081235567/datasets/export for details.
DOI: 10.15468/dl.u5wx2f
title: Occurrence Download

description: A dataset containing 513225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.87891 63.70472,-95.625 59.80063,-91.75781 56.17002,-82.44141 54.57206,-75.41016 55.27912,-76.99219 62.18601,-77.87109 64.24459,-90.87891 63.70472))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 513225 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058026-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325625
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.sznmbn
title: Occurrence Download

description: A dataset containing 2375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stylosanthes hamata (L.) Taub.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2375 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025649-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz9agw
title: Occurrence Download

description: A dataset containing 42742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Phaseolus L."
 ]
}

 The dataset includes 42742 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162463-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypjprb
title: Occurrence Download

description: A dataset containing 10317833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10317833 records from 2047 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive148551.20241212.9.2
title: Capnocytophaga sputigena

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148551.20251217.10
title: Capnocytophaga sputigena

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148552.20241212.9.2
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148552.20251217.10
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148553.20241212.9.2
title: Streptococcus agalactiae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive148553.20251217.10
title: Streptococcus agalactiae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.