cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13140/rg.2.2.35665.81769
title: Turnitin_THE COMMAND OF IDEOLOGY TRANFORMATION
DOI: 10.13140/rg.2.2.11692.74880
title: Peer Reviewer_Command of Ideology (Sinta 2)
DOI: 10.13140/rg.2.2.36544.00004
title: Turnitin_Proposing Machine Learning of Tafsir al-Quran
DOI: 10.13140/rg.2.2.33634.20168
title: De Contemptu Mundi
DOI: 10.13140/rg.2.2.30698.18885
title: PrettyParser: library for Parsing PDF/TXT and Python Objects with Text Using Regular Expressions
DOI: 10.13140/rg.2.2.35731.35360
title: Tritrichomonas foetus clone MSWVB5 small
DOI: 10.13140/rg.2.2.11142.24641
title: Pakistan army website places village south of lahore in zafarwal simply because they copied false information from sabre and lance 1997 jubilee issue
DOI: 10.13140/rg.2.2.25841.97127
title: Bacillus cereus strain SA9 16S ribosomal RNA gene, partial sequence - Nucleotide - NCBI
DOI: 10.13140/rg.2.2.36065.58724
title: Prescription drugs 22-10-31
DOI: 10.13140/rg.2.2.21490.38081
title: DF_frequency.zip
DOI: 10.13140/rg.2.2.35121.86884
title: Varyvonchyk D. V. The state of prevention of occupational disease COVID-19 among health care workers in Ukraine. Collection of Online Newsletters. 2022, October. Vol. 31, № 10 (Issues 40 – 43). 35 p.
DOI: 10.13140/rg.2.2.18475.72480
title: Aeromonas hydrophila strain AB10 16S ribosomal RNA gene, partial seque - Nucleotide - NCBI
DOI: 10.13140/rg.2.2.13757.13289
title: 【本文非収録クロス集計表4】挨拶×広島長崎×ポスト冷戦／自民非自民
DOI: 10.13140/rg.2.2.31330.61126
title: Responses (I) to Reviewers' Comments on "The Dual Nature of Chaos and Order in the Atmosphere"
DOI: 10.13140/rg.2.2.11053.77282
title: Phrynocephalus maculatus isolate Hail5 large subunit ribosomal RNA gene, partial sequence; mitochondrial
DOI: 10.13140/rg.2.2.18079.23204
title: IMG 20221107 005823 134
DOI: 10.15468/dl.h2wpss
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-112.5 -67.5,-105 -67.5,-105 -60,-112.5 -60,-112.5 -67.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043858-251009101135966/datasets/export for details.
DOI: 10.15468/dl.4u66pk
title: Occurrence Download

description: A dataset containing 3000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia atricapilla",
 "Year 1910-1955"
 ]
}

 The dataset includes 3000 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043860-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.31894.22089
title: Teaching and Learning Design Canvas Template
DOI: 10.15468/dl.47j78c
title: Occurrence Download

description: A dataset containing 1127803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((7.5 60,15 60,15 67.5,7.5 67.5,7.5 60))"
 ]
}

 The dataset includes 1127803 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043832-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.22810.93128
title: GCB-B-RA-22-110-DATA
DOI: 10.15468/dl.ygsdyx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((45 75,52.5 75,52.5 82.5,45 82.5,45 75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043862-251009101135966/datasets/export for details.
DOI: 10.15468/dl.xbg2ay
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((37.5 75,45 75,45 82.5,37.5 82.5,37.5 75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043859-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.32615.11683
title: Drug Treatment 22-11-11
DOI: 10.13140/rg.2.2.24619.72483
title: Responses (III) to Reviewers' Comments on "The Dual Nature of Chaos and Order in the Atmosphere"
DOI: 10.13140/rg.2.2.34528.76803
title: Shakespeare's Sonnet 138 - Experimental Reading by Liviu Dospinescu - HD 720p
DOI: 10.15468/dl.b853f8
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043863-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33184.46089
title: Dialogue between Humans and the Environment
DOI: 10.13140/rg.2.2.29253.12002
title: Data analysis on Titanic data using Excel
DOI: 10.13140/rg.2.2.20261.58084
title: REPOSITÓRIO INSTITUCIONAL DA UNIVERSIDADE DE AVEIRO - O livro em transição: edição e comércio do livro em Portugal (1970-1980)
DOI: 10.15468/dl.ebfe73
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senegalia berlandieri)",
 "StateProvince is one of (Mexico Central, Mexico Gulf, Mexico Northeast, Mexico Northwest, Mexico Southwest, Texas)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 621 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043861-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.29842.94404
title: IRRI version courte - Stimuli
DOI: 10.13140/rg.2.2.21061.12003
title: EJEMPLO
DOI: 10.13140/rg.2.2.22109.69601
title: Sentinel-5p data explorer - QGIS Python Plugin
DOI: 10.13140/rg.2.2.33698.91845
title: Таблица 1. Стандартизированные методы обследования речи
DOI: 10.13140/rg.2.2.24943.30885/1
title: Survey of Bird and other Wildlife Diversity in Ruaha National Park
DOI: 10.13140/rg.2.2.24183.09126
title: BUKU AJAR AGAMA DAN BUDAYA
DOI: 10.13140/rg.2.2.10813.74723
title: Coastal Region of the State of Maranhão
DOI: 10.13140/rg.2.2.13684.22406
title: 20EC3104 : Signals & Systems Question Bank
DOI: 10.13140/rg.2.2.18717.38885
title: MEDICAL ELECTRONICS UNIT 5 -TELEMETRY AND RECENT TRENDS IN MEDICAL INSTRUMENTATION
DOI: 10.13140/rg.2.2.26948.71045
title: Supplementary Data 1
DOI: 10.13140/rg.2.2.33659.59682
title: Supplementary Data 3
DOI: 10.13140/rg.2.2.35468.39044
title: Online Appendices of "Special Autonomy Impact on Female Employment in Indonesia: Case Study from Papua, Aceh, and DKI Jakarta"
DOI: 10.15468/dl.87ws9r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-52.5 -82.5,-45 -82.5,-45 -75,-52.5 -75,-52.5 -82.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043864-251009101135966/datasets/export for details.
DOI: 10.6084/m9.figshare.24986148
title: Supplementary scripts and input files.zip

description: Although simulations have shown that implied weighting (IW) outperforms equal weighting (EW) in phylogenetic parsimony analyses, weighting against homoplasy lacks extended usage in paleontology. Iterative modifications of several phylogenetic matrices in the last decades resulted in extensive genealogies of datasets that allow evaluating differences in the stability of results for alternative character weighting methods directly on empirical data. Each generation was compared against the most recent generation in each genealogy because it is assumed that it is the most comprehensive (higher sampling), revised (fewer misscorings), and complete (lower amount of missing data) matrix of the genealogy. The analyses were conducted on six different genealogies under EW and IW and extended implied weighting (EIW) with a range of concavity constant values (<i>k</i>) between 3–30. Pairwise comparisons between trees were conducted using Robinson–Foulds distances normalized by total number of groups, distortion coefficient, subtree pruning and regrafting moves, and proportional sum of group dissimilarities. The results consistently show that IW-EIW produce results more similar to those of the last dataset than EW in the vast majority of genealogies and for all comparative measures. This is significant because almost all of these matrices were originally analyzed only under EW. IW and EIW do not outperform unambiguously each other. Euclidean distances based on a Principal Components Analysis of the comparative measures show that different ranges of<i> k </i>values retrieve the most similar results to the last generation in different genealogies. There is a significant positive linear correlation between the optimal<i> k </i>values and the number of terminals of the last generations. This could be employed to inform on the range of<i> k </i>values to be used in phylogenetic analyses based on matrix size but with the caveat that this emergent relationship still relies on a low sample size of genealogies.
DOI: 10.6084/m9.figshare.24986148.v1
title: Supplementary scripts and input files.zip

description: Although simulations have shown that implied weighting (IW) outperforms equal weighting (EW) in phylogenetic parsimony analyses, weighting against homoplasy lacks extended usage in paleontology. Iterative modifications of several phylogenetic matrices in the last decades resulted in extensive genealogies of datasets that allow evaluating differences in the stability of results for alternative character weighting methods directly on empirical data. Each generation was compared against the most recent generation in each genealogy because it is assumed that it is the most comprehensive (higher sampling), revised (fewer misscorings), and complete (lower amount of missing data) matrix of the genealogy. The analyses were conducted on six different genealogies under EW and IW and extended implied weighting (EIW) with a range of concavity constant values (<i>k</i>) between 3–30. Pairwise comparisons between trees were conducted using Robinson–Foulds distances normalized by total number of groups, distortion coefficient, subtree pruning and regrafting moves, and proportional sum of group dissimilarities. The results consistently show that IW-EIW produce results more similar to those of the last dataset than EW in the vast majority of genealogies and for all comparative measures. This is significant because almost all of these matrices were originally analyzed only under EW. IW and EIW do not outperform unambiguously each other. Euclidean distances based on a Principal Components Analysis of the comparative measures show that different ranges of<i> k </i>values retrieve the most similar results to the last generation in different genealogies. There is a significant positive linear correlation between the optimal<i> k </i>values and the number of terminals of the last generations. This could be employed to inform on the range of<i> k </i>values to be used in phylogenetic analyses based on matrix size but with the caveat that this emergent relationship still relies on a low sample size of genealogies.
DOI: 10.13140/rg.2.2.26050.86720
title: 1875 Vest (Lynyaev) – a digital twin for a theatrical costume
DOI: 10.13140/rg.2.2.15984.53768
title: Appendix 1. Modules in Translation and Interpreting Undergraduate Courses in Spain for the 2019-2020 academic year
DOI: 10.13140/rg.2.2.18081.68969
title: Medieval Dress #6 (La Dame à la licorne) - a digital reconstruction
DOI: 10.13140/rg.2.2.31870.46403
title: Certificate of Reviewing for Journal of Information Security and Applications (impact factor: 5.6) by Jinfeng Li
DOI: 10.13140/rg.2.2.14883.53284
title: Enterococcus faecalis strain P36KHN 16S ribosomal RNA gene, partial sequence
DOI: 10.15468/dl.m5tjps
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 75,97.5 75,97.5 82.5,90 82.5,90 75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043865-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.16535.04002
title: DATA of Ocimum basicilicum and O. americanum essential oils anticancer test.
DOI: 10.13140/rg.2.2.13494.16963
title: Genotyping of Coronavirus Sequence Lineage XAY.1
DOI: 10.13140/rg.2.2.14123.31524
title: Data of Cymbopogon shoenanthus and nepeta azurea anticancer test
DOI: 10.15468/dl.wq33pw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -67.5,-112.5 -67.5,-112.5 -60,-120 -60,-120 -67.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043866-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.14634.49609
title: Stenodactylus doriae isolate 17 large subunit ribosomal RNA gene, partial sequence; mitochondrial
DOI: 10.13140/rg.2.2.13795.63525
title: Acanthodactylus schmidti isolate 6 large subunit ribosomal RNA gene, partial sequence; mitochondrial
DOI: 10.13140/rg.2.2.15892.78727
title: Eryx jayakari isolate Linah large subunit ribosomal RNA gene, partial sequence; mitochondrial
DOI: 10.13140/rg.2.2.30677.70880
title: Bacillus tequilensis strain S1H5 16S ribosomal RNA gene, partial sequence
DOI: 10.15468/dl.tcd95n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -82.5,-52.5 -82.5,-52.5 -75,-60 -75,-60 -82.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043868-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.19349.81128
title: 1850 Shirt (Lazar) – a digital twin for a theatrical costume
DOI: 10.13140/rg.2.2.30674.43207
title: 1871 Vest (Ippolit) – a digital twin for a theatrical costume
DOI: 10.13140/rg.2.2.36546.45760
title: Medieval Dress #14 - a digital reconstruction
DOI: 10.13140/rg.2.2.13005.92646
title: Certificate of Reviewing for Alexandria Engineering Journal (impact factor: 6.8) by Jinfeng Li
DOI: 10.15468/dl.r5z84k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
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 }
 },
 "Geometry POLYGON((-127.5 -67.5,-120 -67.5,-120 -60,-127.5 -60,-127.5 -67.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043869-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.17488.58889
title: Supplemental data: Carrot (Daucus carota) R gene inventory
DOI: 10.13140/rg.2.2.26558.77123
title: Step-by-step intro to ML with SVC and Iris v1.1rel.ipynb
DOI: 10.13140/rg.2.2.17665.53607
title: posion ratio paper data
DOI: 10.13140/rg.2.2.10902.22082
title: Adaptive perfectionism and its relationship to the vitality of conscience and self-esteem of the players of some team games in the clubs of Nineveh Governorate
DOI: 10.13140/rg.2.2.13261.51683
title: High-Energetic Materials Genome: Abrukov-Pang-Anufrieva-Loginom
DOI: 10.13140/rg.2.2.27574.57928
title: حكم المجلس الدستوري الفرنسي بتاريخ 11 مايو 2020 المتعلق بإعلان حالة الطوارئ الصحية ترجمة د. محمد أبو بكر عبد المقصود
DOI: 10.13140/rg.2.2.25975.50085
title: Essence and Basic Concepts of Electronic Banking - LETTER OF ACCEPTANCE
DOI: 10.15468/dl.ts892e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
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 }
 },
 "Geometry POLYGON((-67.5 -82.5,-60 -82.5,-60 -75,-67.5 -75,-67.5 -82.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043870-251009101135966/datasets/export for details.
DOI: 10.13140/rg.2.2.34049.53602
title: Identificación de cultivos agrícolas con Google Earth Engine e imágenes satelitales
DOI: 10.13140/rg.2.2.13235.30243
title: Textiles: Avoska's costume - a digital reconstruction
DOI: 10.5281/zenodo.17400673
title: BALALAR FOLKLOR OYIN QOSIQLARI ARQALI OLARDA ÓZ ARA MÚNÁSEBET HÁM DOSLIQ SEZIMIN QÁLIPLESTIRIW

description: Bul maqalada balalar folklorında áhmiyetli orın iyeleytuǵın oyın qosıqlarınıń balalar tárbiyasındaǵı tárbiyalıq áhmiyeti haqqında sóz etiledi. Atap aytqanda, balalardıń ishki sana - sezimlerin rawajlandırıw, olarda jámáátshilik, doslıq hám awızbirshilik sezimin qáliplestiriwde oyın qosıqlarınıń ornı tallaw etiledi. Sonday - aq, qosıq hám oyın háreketleri arqalı milliy mádeniy qádiriyatlardıń áwladtan - áwladqa ótiwi, dóretiwshilik pikirlewdi hám óz ara múnásebet mádeniyatın tárbiyalaw haqqında pikir júritiledi.
DOI: 10.13140/rg.2.2.11387.18728
title: IHIET 2022 Web of Science official website of conference
DOI: 10.5281/zenodo.17400672
title: BALALAR FOLKLOR OYIN QOSIQLARI ARQALI OLARDA ÓZ ARA MÚNÁSEBET HÁM DOSLIQ SEZIMIN QÁLIPLESTIRIW

description: Bul maqalada balalar folklorında áhmiyetli orın iyeleytuǵın oyın qosıqlarınıń balalar tárbiyasındaǵı tárbiyalıq áhmiyeti haqqında sóz etiledi. Atap aytqanda, balalardıń ishki sana - sezimlerin rawajlandırıw, olarda jámáátshilik, doslıq hám awızbirshilik sezimin qáliplestiriwde oyın qosıqlarınıń ornı tallaw etiledi. Sonday - aq, qosıq hám oyın háreketleri arqalı milliy mádeniy qádiriyatlardıń áwladtan - áwladqa ótiwi, dóretiwshilik pikirlewdi hám óz ara múnásebet mádeniyatın tárbiyalaw haqqında pikir júritiledi.
DOI: 10.13140/rg.2.2.22213.73448
title: Trichophyton rubrum isolate 25 internal transcribed spacer 1, partial sequence; 5.8S ribosomal RNA gene and internal transcribed spacer 2, complete sequence; and large subunit ribosomal RNA gene, partial sequence (OP673545)
DOI: 10.13140/rg.2.2.22108.87684
title: EJNFS, IJPSS, Reviewer Certificates 2022
DOI: 10.13140/rg.2.2.30235.34088
title: Tranzschelia pseudofusca in North America
DOI: 10.13140/rg.2.2.34744.21768
title: Certificate of Participation in the NATIONAL SCIENTIFIC CONFERENCE, DEDICATED TO WORLD PHILOSOPHY DAY – Philosophical Sciences Department at the Union of Scientists in Bulgaria, Sofia, 17th November 2022
DOI: 10.13140/rg.2.2.15481.54882
title: Evolution of the crustal surface displacements in a reference to Elazig earthquake series
DOI: 10.25574/23833
title: Chandra X-ray Observatory ObsId 23833

description: A Chandra X-ray Survey of a Complete Luminous Quasar Sample at Redshift z~7
DOI: 10.25574/23834
title: Chandra X-ray Observatory ObsId 23834

description: A Chandra X-ray Survey of a Complete Luminous Quasar Sample at Redshift z~7
DOI: 10.25574/23835
title: Chandra X-ray Observatory ObsId 23835

description: A Chandra X-ray Survey of a Complete Luminous Quasar Sample at Redshift z~7
DOI: 10.25574/23836
title: Chandra X-ray Observatory ObsId 23836

description: A Chandra X-ray Survey of a Complete Luminous Quasar Sample at Redshift z~7
DOI: 10.6084/m9.figshare.24986136
title: Supplementary Figures.zip

description: Although simulations have shown that implied weighting (IW) outperforms equal weighting (EW) in phylogenetic parsimony analyses, weighting against homoplasy lacks extended usage in paleontology. Iterative modifications of several phylogenetic matrices in the last decades resulted in extensive genealogies of datasets that allow evaluating differences in the stability of results for alternative character weighting methods directly on empirical data. Each generation was compared against the most recent generation in each genealogy because it is assumed that it is the most comprehensive (higher sampling), revised (fewer misscorings), and complete (lower amount of missing data) matrix of the genealogy. The analyses were conducted on six different genealogies under EW and IW and extended implied weighting (EIW) with a range of concavity constant values (<i>k</i>) between 3–30. Pairwise comparisons between trees were conducted using Robinson–Foulds distances normalized by total number of groups, distortion coefficient, subtree pruning and regrafting moves, and proportional sum of group dissimilarities. The results consistently show that IW-EIW produce results more similar to those of the last dataset than EW in the vast majority of genealogies and for all comparative measures. This is significant because almost all of these matrices were originally analyzed only under EW. IW and EIW do not outperform unambiguously each other. Euclidean distances based on a Principal Components Analysis of the comparative measures show that different ranges of<i> k </i>values retrieve the most similar results to the last generation in different genealogies. There is a significant positive linear correlation between the optimal<i> k </i>values and the number of terminals of the last generations. This could be employed to inform on the range of<i> k </i>values to be used in phylogenetic analyses based on matrix size but with the caveat that this emergent relationship still relies on a low sample size of genealogies.