cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5usv7e
title: Occurrence Download

description: A dataset containing 165026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 165026 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011256-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er8jmd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homo sapiens sapiens",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g59r6z
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2020",
 "TaxonKey is Insecta",
 "Country is Madagascar"
 ]
}

 The dataset includes 286 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002652-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap6hrt
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mitella ovalis Greene",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 151 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33646
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.j27bkj
title: Occurrence Download

description: A dataset containing 2644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Einfeldia Kieffer, 1924"
 ]
}

 The dataset includes 2644 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002677-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yavr4e
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea cairica (L.) Sweet"
 ]
}

 The dataset includes 4057 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qua289
title: Occurrence Download

description: A dataset containing 161219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (5228168, Lestes sponsa (Hansemann, 1823))"
 ]
}

 The dataset includes 161219 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004522-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33858
title: Claims (GX 11352 - GX 11885), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.uvcir3
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crossostephium chinense (L.) Merr."
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ct875
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bauhinia purpurea L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 490 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003165-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjvejx
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bauhinia purpurea L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 490 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003167-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25422/azu.data.26132167
title: pMELTS modelling for Serpentine-rich melanges

description: <br>pMELTS modelling outputs using a serpentine-rich melange composition (5-10 wt.% water) from deep forearc (2GPa) to subarc depths (3GPa). There are four files for each depth and water concentration. Each file contains the input for each model.<br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.25422/azu.data.26132167.v1
title: pMELTS modelling for Serpentine-rich melanges

description: <br>pMELTS modelling outputs using a serpentine-rich melange composition (5-10 wt.% water) from deep forearc (2GPa) to subarc depths (3GPa). There are four files for each depth and water concentration. Each file contains the input for each model.<br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.15468/dl.gctgsc
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia procera (Roxb.) Benth.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 567 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14232373
title: Ancient mitogenomes from Neolithic, Megalithic and Medieval burials suggest complex genetic history of Kashmir valley, India

description: Complete mitogenomes of the Neolithic and Megalithic burial sites in Kashmir valley, India in the fasta format.
DOI: 10.5281/zenodo.14232374
title: Ancient mitogenomes from Neolithic, Megalithic and Medieval burials suggest complex genetic history of Kashmir valley, India

description: Complete mitogenomes of the Neolithic and Megalithic burial sites in Kashmir valley, India in the fasta format.
DOI: 10.5281/zenodo.10045163
title: Rhyme analysis of Ukrainian Ballads: Towards a Computational Poetics

description: This dataset is based on the folklore collection Folk songs of Khmelnytsky region (Iefremova & Dmytrenko, 2014). The text corpus includes 200 ballads in Ukrainian language. Ballads collected in the period between 1918 and 2010. There are 9125 ballad lines in the table; 40543 tokens.

To analyze the rhyming and rhythmic elements of the text corpus of Khmelnytsky region ballads, the programming language R along with RStudio was used. Code written for text analysis in Estonian Literary Museum. 

This dataset consist of such files:



ballads_corpus_Khmelnytsky region: contains text data of Khmelnytsky region ballads in CSV;

stanza+syllables: R script to analyse the stanzas types and to calculate the number of syllables in each line;

finals in lines+POS analysis: R script to analyse the rhyme scheme by determine the final syllable in a line, and to do the PoS tags analysis of the rhyme;

rhyme_schemes: R script to analyze the distribution of rhyme schemes in Khmelnytsky region ballads;

ballads_corpus_POS: CSV file containing the text data of Khmelnytsky region ballads with part-of-speech (PoS) tags for the final word in each line;

rhyme_by_PoS: R script to analyze the distribution of rhymes by part of speech across the ballads;

ballads_fin_str: contains text data of Khmelnytsky region ballads with marked stress position in the last word in each line (in CSV);

rhyme_stressed_position: R script to analyse rhyme by stress position.
DOI: 10.5281/zenodo.10045164
title: Rhyme analysis of Ukrainian Ballads: Towards a Computational Poetics

description: This dataset is based on the folklore collection Folk songs of Khmelnytsky region (Iefremova & Dmytrenko, 2014). The text corpus includes 200 ballads in Ukrainian language. Ballads collected in the period between 1918 and 2010. There are 9125 ballad lines in the table; 40543 tokens.
To analyze the rhyming and rhythmic elements of the text corpus of Khmelnytsky region ballads, the programming language R along with RStudio was used. Code written for text analysis in Estonian Literary Museum. 
This dataset consist of such files:

ballads_corpus_Khmelnytsky region: contains text data of Khmelnytsky region ballads in CSV;
stanza+syllables: R script to analyse the stanzas types and to calculate the number of syllables in each line;
finals in lines+POS analysis: R script to analyse the rhyme scheme by determine the last syllable in a line, and to do the POS tags analysis of the rhyme;
ballads_fin_str: contains text data of Khmelnytsky region ballads with marked stress position in the last word in each line (in CSV);
rhyme_stressed_position: R script to analyse rhyme by stress position.
DOI: 10.5281/zenodo.14232365
title: Rhyme analysis of Ukrainian Ballads: Towards a Computational Poetics

description: This dataset is based on the folklore collection Folk songs of Khmelnytsky region (Iefremova & Dmytrenko, 2014). The text corpus includes 200 ballads in Ukrainian language. Ballads collected in the period between 1918 and 2010. There are 9125 ballad lines in the table; 40543 tokens.

To analyze the rhyming and rhythmic elements of the text corpus of Khmelnytsky region ballads, the programming language R along with RStudio was used. Code written for text analysis in Estonian Literary Museum. 

This dataset consist of such files:



ballads_corpus_Khmelnytsky region: contains text data of Khmelnytsky region ballads in CSV;

stanza+syllables: R script to analyse the stanzas types and to calculate the number of syllables in each line;

finals in lines+POS analysis: R script to analyse the rhyme scheme by determine the final syllable in a line, and to do the PoS tags analysis of the rhyme;

rhyme_schemes: R script to analyze the distribution of rhyme schemes in Khmelnytsky region ballads;

ballads_corpus_POS: CSV file containing the text data of Khmelnytsky region ballads with part-of-speech (PoS) tags for the final word in each line;

rhyme_by_PoS: R script to analyze the distribution of rhymes by part of speech across the ballads;

ballads_fin_str: contains text data of Khmelnytsky region ballads with marked stress position in the last word in each line (in CSV);

rhyme_stressed_position: R script to analyse rhyme by stress position.
DOI: 10.15468/dl.3875ag
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.42252 4.59296,-75.22119 4.59296,-75.22119 4.94533,-75.42252 4.94533,-75.42252 4.59296))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 250 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003170-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14232375
title: Data and code for Recent observations of Thwaites Glacier, West Antarctica are consistent with high rates of loss in next 50 years

description: This repository contains the code and input files needed for running the MITgcm and ISSM experiments in this manuscript, and the relevant outputs from the experiments.

1. STREAMICE

the STREAMICE folder contains the following subfolders:

code: contains all MITgcm source files for calibration experiments that are not included in the MITgcm repository

code_proj: similar to code/ but for projection experiments

model_input: contains subdirectories containing binary inputs and parameter files for all experiments in the manuscript

model_output: output from each projection experiment is contained in a .mat file with the following arrays:



 X, Y: x-and y-coordinates in WGS 84 / Antarctic Polar Stereographic (EPSG:3031)

 BED: bed elevation (m)

 BETA: \beta described in the manuscript (units: Pa^(1/2) (m/a)^{-1/6})

 BGLEN: \overline{B} described in the manuscript (units: Pa^(1/2) a^{-1/6})

 SURF: ice surface elevation (m)

 THICK: ice thickness (m)

 THICK0: initial ice thickness (m)

 VX: x-velocity (m/a)

 VY: y-velocity (m/a)

 times:  time in years after 2004


checkpoint 68y of the MITgcm source code (mitgcm.org) was used for this study.

m1qn3 (https://who.rocq.inria.fr/Jean-Charles.Gilbert/modulopt/optimization-routines/m1qn3/m1qn3.html) was used for optimisation.

details of how to compile and run the forward and adjoint STREAMICE code can be found at https://mitgcm.readthedocs.io/en/latest/

-------------------------------------------

2. ISSM

runme.m contains all ISSM instructions to run the experiments.

output/ contains mat files for all experiments, with array descriptions as above.

ISSM source and documentation can be found at https://issm.jpl.nasa.gov/.
DOI: 10.5281/zenodo.14232376
title: Data and code for Recent observations of Thwaites Glacier, West Antarctica are consistent with high rates of loss in next 50 years

description: This repository contains the code and input files needed for running the MITgcm and ISSM experiments in this manuscript, and the relevant outputs from the experiments.

1. STREAMICE

the STREAMICE folder contains the following subfolders:

code: contains all MITgcm source files for calibration experiments that are not included in the MITgcm repository

code_proj: similar to code/ but for projection experiments

model_input: contains subdirectories containing binary inputs and parameter files for all experiments in the manuscript

model_output: output from each projection experiment is contained in a .mat file with the following arrays:



 X, Y: x-and y-coordinates in WGS 84 / Antarctic Polar Stereographic (EPSG:3031)

 BED: bed elevation (m)

 BETA: \beta described in the manuscript (units: Pa^(1/2) (m/a)^{-1/6})

 BGLEN: \overline{B} described in the manuscript (units: Pa^(1/2) a^{-1/6})

 SURF: ice surface elevation (m)

 THICK: ice thickness (m)

 THICK0: initial ice thickness (m)

 VX: x-velocity (m/a)

 VY: y-velocity (m/a)

 times:  time in years after 2004


checkpoint 68y of the MITgcm source code (mitgcm.org) was used for this study.

m1qn3 (https://who.rocq.inria.fr/Jean-Charles.Gilbert/modulopt/optimization-routines/m1qn3/m1qn3.html) was used for optimisation.

details of how to compile and run the forward and adjoint STREAMICE code can be found at https://mitgcm.readthedocs.io/en/latest/

-------------------------------------------

2. ISSM

runme.m contains all ISSM instructions to run the experiments.

output/ contains mat files for all experiments, with array descriptions as above.

ISSM source and documentation can be found at https://issm.jpl.nasa.gov/.
DOI: 10.15468/dl.py9b9n
title: Occurrence Download

description: A dataset containing 33172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Merlangius merlangus (Linnaeus, 1758)"
 ]
}

 The dataset includes 33172 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003169-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adafe5
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia sasanqua Thunb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 625 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003171-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq4uns
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buddleja davidii Franch.",
 "Year 2019-2024"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003172-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82q7g8
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amanita friabilis (P.Karst.) Bas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 277 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003173-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbvfxa
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amanita torrendii Justo",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 148 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003175-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npucc6
title: Occurrence Download

description: A dataset containing 10991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amylocystis lapponica (Romell) Bondartsev & Singer",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "EventDate is 1960,2024"
 ]
}

 The dataset includes 10991 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003176-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgsvuf
title: Occurrence Download

description: A dataset containing 225546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caracara plancus (J.F.Miller, 1777)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is one of (Chile, Argentina)",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 225546 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003166-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.