cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13766226
title: Unraveling the influence of essential climatic factors on the number of tones through an extensive database of languages in China

description: Code

l 01TextGrid.praat  Segment and label the sound files in all folders under the directory

l 02Extract voice quality data.praat  Extract voice quality parameters, including jitter, shimmer, HNR, CPP, H1-H2, H1-A1, H1-A2, and H1-A3

l 03Extract pitch data.praat  Extract pitch data, including maximum, minimum, range, mean, upper quartile, lower quartile, pitch inter-quartile range, and median absolute deviation

l 04Correlation Analysis and Mantel Test.R  Correlation tests between different variables and create correlation plots.

l 05GAMM_Voice quality~Climate factors.R  Examine the relationship between climate factors and voice quality

l 06GAMM_Tone ~ Voice quality.R  Examine the relationship between voice quality and the number of tones

l 07GAMM_Tone~Climate factors.R  Examine the relationship between climate factors and the number of tones

l 08GAMM_Pitch~Climate factors.R  Examine the relationship between pitch variation, the number of tones, and climate factors

Data

All extracted data files are in the data folder.

l 1525dataset.csv The file includes data for 1,525 language varieties with the following information: geographic location names (column A), linguistic classification and ASJP name information (columns B-E), longitude and latitude and information (columns F-G), number of tones (column H), Pitch information (columns I-J), voice quality information (columns K-R), climate information (columns S-X)

l Geographical distance.csv  The geographic distances between 1,525 language varieties were calculated using the Delaunay-Dijkstra method

l Language distance.csv  The language distances between 1,525 language varieties were calculated using the ASJP method.

l Specifichumiditydif.csv  Specific humidity difference dataset for the locations of 1,525 language varieties

l Tonedif.csv  Tone difference dataset among 1,525 language varieties

l Voice quality data extracted using different methods.csv Voice quality data for 1,115 dialectal variants, analyzed at both the lexical level and the vowel "a" level. Columns B–I present voice quality parameters extracted from the vowel, while columns J–Q provide data extracted from the lexical items.
DOI: 10.5281/zenodo.13766225
title: Unraveling the influence of essential climatic factors on the number of tones through an extensive database of languages in China

description: Code



01TextGrid.praatSegment and label the sound files in all folders under the directory

02Extract voice quality data.praatExtract voice quality parameters, including jitter, shimmer, HNR, CPP, H1-H2, H1-A1, H1-A2, and H1-A3

03Extract pitch data.praatExtract pitch data, including maximum, minimum, range, mean, upper quartile, lower quartile, pitch inter-quartile range, and median absolute deviation

04Correlation Analysis and Mantel Test.RCorrelation tests between different variables and create correlation plots.

05GAMM_Voice quality~Climate factors.RExamine the relationship between climate factors and voice quality

06GAMM_Tone ~ Voice quality.RExamine the relationship between voice quality and the number of tones

07GAMM_Tone~Climate factors.RExamine the relationship between climate factors and the number of tones

08GAMM_Pitch~Climate factors.RExamine the relationship between pitch variation, the number of tones, and climate factors


Data

All extracted data files are in the data folder.



1525dataset.csvThe file includes data for 1,525 language varieties with the following information: geographic location names (column A), linguistic classification and ASJP name information (columns B-E), longitude and latitude and information (columns F-G), number of tones (column H), Pitch information (columns I-J), voice quality information (columns K-R), climate information (columns S-X)

Geographical distance.csvThe geographic distances between 1,525 language varieties were calculated using the Delaunay-Dijkstra method

Language distance.csvThe language distances between 1,525 language varieties were calculated using the ASJP method.

Specifichumiditydif.csvSpecific humidity difference dataset for the locations of 1,525 language varieties

Tonedif.csvTone difference dataset among 1,525 language varieties

Voice quality data extracted using different methods.csvVoice quality data for 1,115 dialectal variants, analyzed at both the lexical level and the vowel "a" level. Columns B–I present voice quality parameters extracted from the vowel, while columns J–Q provide data extracted from the lexical items.
DOI: 10.5281/zenodo.13852258
title: Unraveling the influence of essential climatic factors on the number of tones through an extensive database of languages in China

description: Code



01TextGrid.praatSegment and label the sound files in all folders under the directory

02Extract voice quality data.praatExtract voice quality parameters, including jitter, shimmer, HNR, CPP, H1-H2, H1-A1, H1-A2, and H1-A3

03Extract pitch data.praatExtract pitch data, including maximum, minimum, range, mean, upper quartile, lower quartile, pitch inter-quartile range, and median absolute deviation

04Correlation Analysis and Mantel Test.RCorrelation tests between different variables and create correlation plots.

05GAMM_Voice quality~Climate factors.RExamine the relationship between climate factors and voice quality

06GAMM_Tone ~ Voice quality.RExamine the relationship between voice quality and the number of tones

07GAMM_Tone~Climate factors.RExamine the relationship between climate factors and the number of tones

08GAMM_Pitch~Climate factors.RExamine the relationship between pitch variation, the number of tones, and climate factors


Data

All extracted data files are in the data folder.



1525dataset.csvThe file includes data for 1,525 language varieties with the following information: geographic location names (column A), linguistic classification and ASJP name information (columns B-E), longitude and latitude and information (columns F-G), number of tones (column H), Pitch information (columns I-J), voice quality information (columns K-R), climate information (columns S-X)

Geographical distance.csvThe geographic distances between 1,525 language varieties were calculated using the Delaunay-Dijkstra method

Language distance.csvThe language distances between 1,525 language varieties were calculated using the ASJP method.

Specifichumiditydif.csvSpecific humidity difference dataset for the locations of 1,525 language varieties

Tonedif.csvTone difference dataset among 1,525 language varieties

Voice quality data extracted using different methods.csvVoice quality data for 1,115 dialectal variants, analyzed at both the lexical level and the vowel "a" level. Columns B–I present voice quality parameters extracted from the vowel, while columns J–Q provide data extracted from the lexical items.
DOI: 10.15468/dl.4mnmht
title: Occurrence Download

description: A dataset containing 1125633 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ondatra zibethicus (Linnaeus, 1766)"
 ]
}

 The dataset includes 1125633 records from 750 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018857-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpjyqd
title: Occurrence Download

description: A dataset containing 58104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginkgo biloba L."
 ]
}

 The dataset includes 58104 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018862-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj73t8
title: Occurrence Download

description: A dataset containing 168133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ammospiza nelsoni (J.A.Allen, 1875), Amphispiza bilineata (Cassin, 1850), Anas acuta Linnaeus, 1758)",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 168133 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018861-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu835z
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphis glycines Matsumura, 1917",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 633 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018866-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tupad4
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apocynum pictum Schrenk"
 ]
}

 The dataset includes 183 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018867-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.errwdk
title: Occurrence Download

description: A dataset containing 52656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex culpaeus (Molina, 1782)"
 ]
}

 The dataset includes 52656 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018865-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2x3b9
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "TaxonKey is Anemone trifolia L."
 ]
}

 The dataset includes 326 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018869-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryrs4z
title: Occurrence Download

description: A dataset containing 318502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas carolinensis J.F.Gmelin, 1789, Anas crecca Linnaeus, 1758, Anas fulvigula Ridgway, 1874)",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 318502 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018863-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgjrzz
title: Occurrence Download

description: A dataset containing 142853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2024"
 ]
}

 The dataset includes 142853 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018858-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhwswh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarenaya inermis (Malme) Soares Neto & Roalson"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139850-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.odci35
title: Occurrence Download

description: A dataset containing 4777 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera simaruba (L.) Sarg."
 ]
}

 The dataset includes 4777 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006542-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjud32
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sieruela kelleriana (Schinz) Roalson & J.C.Hall"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139854-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpbmkw
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arivela kenneallyi (Hewson) R.L.Barrett"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139856-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qghxtl
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoridae",
 "Country is Nicaragua"
 ]
}

 The dataset includes 1399 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006542-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ja8v
title: Occurrence Download

description: A dataset containing 2654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myocastor coypus (Molina, 1782)"
 ]
}

 The dataset includes 2654 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139852-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iuiwxp
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropomus nigrescens Günther, 1864"
 ]
}

 The dataset includes 149 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006542-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9znxuf
title: Occurrence Download

description: A dataset containing 1439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agrilus planipennis Fairmaire, 1888"
 ]
}

 The dataset includes 1439 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139866-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaw16e
title: Occurrence Download

description: A dataset containing 6923766 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardinalis cardinalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 6923766 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006542-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn8peu
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarenaya lilloi (S.A.Gómez) Arana & Oggero"
 ]
}

 The dataset includes 29 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139875-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mybsd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Microbiome (Archaea, Bacteria and Eukaryota) of lake Fryxell and lake Bonney (McMurdo Dry Valleys, Antarctica)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000876-190307172214381/datasets/export for details.
DOI: 10.15468/dl.baadz5
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus kwangtungensis Chun & Tsiang"
 ]
}

 The dataset includes 126 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139873-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86trv8
title: Occurrence Download

description: A dataset containing 1690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acartia clausi Giesbrecht, 1889"
 ]
}

 The dataset includes 1690 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006543-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmhtdg
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarenaya longipes (DC.) Iltis"
 ]
}

 The dataset includes 130 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139879-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3kc3b
title: Occurrence Download

description: A dataset containing 2508649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 48.58410666666667, 35.924964333333335 65.67073733333334, 1.8796086666666671 65.67073733333334, 1.8796086666666671 48.58410666666667, 35.924964333333335 48.58410666666667))",
 "EventDate is 2019-04-01,2019-04-30"
 ]
}

 The dataset includes 2508649 records from 451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025819-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7gptb
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picumnus fulvescens Stager, 1961"
 ]
}

 The dataset includes 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006543-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7hgx6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Haemaphysalis bancrofti Nuttall & Warburton, 1915"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039453-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvslph
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex stylosa C.A.Mey."
 ]
}

 The dataset includes 543 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006543-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gztkus
title: Occurrence Download

description: A dataset containing 221031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.05658 21.07847,-103.75754 21.07847,-103.75754 21.91993,-105.05658 21.91993,-105.05658 21.07847))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221031 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056885-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17933246
title: Metagenomic–Metabolomic Integration Reveals Gut Microbiota Dynamics and Metabolic Changes in Super-Geriatric Captive Giant Pandas
DOI: 10.5281/zenodo.17933247
title: Metagenomic–Metabolomic Integration Reveals Gut Microbiota Dynamics and Metabolic Changes in Super-Geriatric Captive Giant Pandas
DOI: 10.15468/dl.v7adx9
title: Occurrence Download

description: A dataset containing 5489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Viet Nam, Thailand, Cambodia)",
 "TaxonKey is Calidris tenuirostris"
 ]
}

 The dataset includes 5489 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063970-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.