cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive165618.20251217.10
title: <i>Acidithiobacillus</i> <i>thiooxidans</i> (Waksman and Joffe 1922) Kelly and Wood 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive165619.20241212.9.2
title: <i>Acidithiobacillus</i> <i>thiooxidans</i> (Waksman and Joffe 1922) Kelly and Wood 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive165619.20251217.10
title: <i>Acidithiobacillus</i> <i>thiooxidans</i> (Waksman and Joffe 1922) Kelly and Wood 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.vcp729
title: Occurrence Download

description: A dataset containing 346168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenonympha pamphilus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 346168 records from 2254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079115-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdzuop
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002365-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpx3bg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046130-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bxqga
title: Occurrence Download

description: A dataset containing 41864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Didelphis virginiana Kerr, 1792"
 ]
}

 The dataset includes 41864 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071466-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3cblk
title: Occurrence Download

description: A dataset containing 82842097 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 82842097 records from 4984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002182-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7hpye
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena nigroolivacea",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 445 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007278-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88ce4f
title: Occurrence Download

description: A dataset containing 13409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryza sativa"
 ]
}

 The dataset includes 13409 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007279-251025141854904/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/13548970
title: News UAD
DOI: 10.5281/zenodo.17352687
title: Analysis code for "Response of atmospheric convection to surface drying: new insights from isentropic analysis"

description: This repository contains the analysis code used to derive the results presented in Régibeau-Rockett and O'Neill (under review): "Response of atmospheric convection to surface drying: new insights from isentropic analysis". The code descriptions are as follows*: 

- RCE-check.ipynb checks for a steady state, as defined in the text, in all of our simulations

- get_input_sounding_data.py can be used to derive the vertical profiles of potential temperature, water vapor mixing ratio, and x- and y- wind speed from our initial simulations. 

- get_input_sounding_tropopause.py obtains the values of the tropopause height and temperature in the same simulations

- isentropic_analysis.py performs the isentropic analysis procedure described in the main text on our main and sensitivity simulations

- TOA_budget.py computes the TOA energy budget for our main and sensitivity simulations

- isentropic_analysis_PM.py is equivalent to isentropic_analysis.py but uses the entropy potential temperature and associated moist entropy of Marquet (2011, QJRMS) as described in the text.

- Plots.ipynb makes all figures from the main text and supplemental materials 

* Note: Some of the files described here have not yet been uploaded to this repository. However, they will be made available soon.
DOI: 10.5281/zenodo.17479133
title: Analysis code for "Response of atmospheric convection to surface drying: new insights from isentropic analysis"

description: This repository contains the analysis code used to derive the results presented in Régibeau-Rockett and O'Neill (under review): "Response of atmospheric convection to surface drying: new insights from isentropic analysis". The code descriptions are as follows*: 

- RCE-check.ipynb checks for a steady state, as defined in the text, in all of our simulations

- get_input_sounding_data.py can be used to derive the vertical profiles of potential temperature, water vapor mixing ratio, and x- and y- wind speed from our initial simulations. 

- get_input_sounding_tropopause.py obtains the values of the tropopause height and temperature in the same simulations

- isentropic_analysis.py performs the isentropic analysis procedure described in the main text on our main and sensitivity simulations

- TOA_budget.py computes the TOA energy budget for our main and sensitivity simulations

- isentropic_analysis_PM.py is equivalent to isentropic_analysis.py but uses the entropy potential temperature and associated moist entropy of Marquet (2011, QJRMS) as described in the text.

- Plots.ipynb makes all figures from the main text and supplemental materials 

* Note: Some of the files described here have not yet been uploaded to this repository. However, they will be made available soon.
DOI: 10.15468/dl.7ccx75
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena taraxaci",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 141 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs2cp5
title: Occurrence Download

description: A dataset containing 84279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus angustifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84279 records from 776 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007258-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30350887
title: ggEDA

description: <b>iris.csv</b>The version of the iris dataset used in the ggEDA manuscript.Accessible from base R (`datasets::iris`)If you use, please cite[First Published by]: Fisher, R. A. (1936) The use of multiple measurements in taxonomic problems. <i>Annals of Eugenics</i>, <b>7</b>, Part II, 179–188. doi:10.1111/j.1469-1809.1936.tb02137.x.[Collected by] Anderson, Edgar (1935). The irises of the Gaspe Peninsula, <i>Bulletin of the American Iris Society</i>, <b>59</b>, 2–5.[Version in R was originally package with the S programming language] Becker, R. A., Chambers, J. M. and Wilks, A. R. (1988) <i>The New S Language</i>. Wadsworth & Brooks/Cole.License: CC0<b>titanic.raw.csv</b>Version of the titanic dataset used in ggEDA manuscript.Can be loaded from the datarium R package (`datarium::titanic.raw`). Originally published by the British Board of Trade in 1990.If you use, please cite:British Board of Trade. Report on the Loss of the ’Titanic’ (S.S.). Allan Sutton Publishing, Gloucester, UK, 1990. British Board of Trade Inquiry Report (reprint).Alboukadel Kassambara. datarium: Data Bank for Statistical Analysis and Visualization, 2019. URL https://CRAN.R-project.org/package=datarium. R package version 0.1.0.License: CC0lazy_birdwatcher.csv<b>[NOTE]:</b><b> </b>This is a <b>simulated dataset</b> created for demonstration and teaching purposes. It does <b>not contain any real or identifiable information</b>.A <b>simulated dataset</b> which describes magpie observations by two birdwatchers, one of whom routinely skips birdwatching on weekends. This introduces a missing data pattern dependent on both the birdwatcher and day of the week.The dataset has been used to evaluate whether exploratory data analysis tools can successfully identify the features driving missingness.<br>Contains 45 rows and 3 columns:<b>Magpies</b>: Number of magpies observed<b>Day:</b><b> </b>Was the observation on a weekday or a weekend?<b>Birdwatcher:</b><b> </b>Name of the birdwatcherLicense: CC0penguins.csvThe version of the Palmer Penguins dataset used in the ggEDA manuscript.Also accessible via the palmerpenguins R package.If you use please cite:Horst AM, Hill AP, Gorman KB (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. R package version 0.1.0. https://allisonhorst.github.io/palmerpenguins/. doi:10.5281/zenodo.3960218.Gorman KB, Williams TD, Fraser WR (2014) Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis). PLoS ONE 9(3): e90081. doi:10.1371/journal.pone.0090081License: CC0
DOI: 10.6084/m9.figshare.30350887.v2
title: ggEDA

description: <b>iris.csv</b>The version of the iris dataset used in the ggEDA manuscript.Accessible from base R (`datasets::iris`)If you use, please cite[First Published by]: Fisher, R. A. (1936) The use of multiple measurements in taxonomic problems. <i>Annals of Eugenics</i>, <b>7</b>, Part II, 179–188. doi:10.1111/j.1469-1809.1936.tb02137.x.[Collected by] Anderson, Edgar (1935). The irises of the Gaspe Peninsula, <i>Bulletin of the American Iris Society</i>, <b>59</b>, 2–5.[Version in R was originally package with the S programming language] Becker, R. A., Chambers, J. M. and Wilks, A. R. (1988) <i>The New S Language</i>. Wadsworth & Brooks/Cole.License: CC0<b>titanic.raw.csv</b>Version of the titanic dataset used in ggEDA manuscript.Can be loaded from the datarium R package (`datarium::titanic.raw`). Originally published by the British Board of Trade in 1990.If you use, please cite:British Board of Trade. Report on the Loss of the ’Titanic’ (S.S.). Allan Sutton Publishing, Gloucester, UK, 1990. British Board of Trade Inquiry Report (reprint).Alboukadel Kassambara. datarium: Data Bank for Statistical Analysis and Visualization, 2019. URL https://CRAN.R-project.org/package=datarium. R package version 0.1.0.License: CC0lazy_birdwatcher.csv<b>[NOTE]:</b><b> </b>This is a <b>simulated dataset</b> created for demonstration and teaching purposes. It does <b>not contain any real or identifiable information</b>.A <b>simulated dataset</b> which describes magpie observations by two birdwatchers, one of whom routinely skips birdwatching on weekends. This introduces a missing data pattern dependent on both the birdwatcher and day of the week.The dataset has been used to evaluate whether exploratory data analysis tools can successfully identify the features driving missingness.<br>Contains 45 rows and 3 columns:<b>Magpies</b>: Number of magpies observed<b>Day:</b><b> </b>Was the observation on a weekday or a weekend?<b>Birdwatcher:</b><b> </b>Name of the birdwatcherLicense: CC0penguins.csvThe version of the Palmer Penguins dataset used in the ggEDA manuscript.Also accessible via the palmerpenguins R package.If you use please cite:Horst AM, Hill AP, Gorman KB (2020). palmerpenguins: Palmer Archipelago (Antarctica) penguin data. R package version 0.1.0. https://allisonhorst.github.io/palmerpenguins/. doi:10.5281/zenodo.3960218.Gorman KB, Williams TD, Fraser WR (2014) Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis). PLoS ONE 9(3): e90081. doi:10.1371/journal.pone.0090081License: CC0
DOI: 10.15468/dl.8c2rzy
title: Occurrence Download

description: A dataset containing 5912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena wilkella",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5912 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007283-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnnnnr
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cenchrus longisetus",
 "Year 1900-2025"
 ]
}

 The dataset includes 430 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007284-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch6vck
title: Occurrence Download

description: A dataset containing 4852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena ovatula",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4852 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007285-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5ck8j
title: Occurrence Download

description: A dataset containing 19079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elanoides forficatus"
 ]
}

 The dataset includes 19079 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007286-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29614133
title: DryBeans

description: The Koklu & Ozkan (2020) dry beans dataset produced by imaging a total of 13,611 grains from 7 varieties of dry beans. The original dataset (dry_beans.csv) contains 13,611 observations, but here we also include a random subsample of 1000 (minibeans.csv). See https://doi.org/10.24432/C50S4B for original complete dataset.The minibeans dataset is also available from the ggEDA R package (`ggEDA::minibeans`).If you use please cite the original publication:Koklu, M, and IA Ozkan. 2020. Multiclass Classification of Dry Beans Using Computer Vision and Machine Learning Techniques. Computers and Electronics in Agriculture, 174: 105507. doi: 10.1016/j.compag.2020.105507, https://doi.org/10.24432/C50S4BAnd also the UCI Machine Learning Repository where the dataset:Dry Bean [Dataset]. (2020). UCI Machine Learning Repository. https://doi.org/10.24432/C50S4B.
DOI: 10.6084/m9.figshare.29614133.v2
title: Dry Beans

description: The Koklu & Ozkan (2020) dry beans dataset produced by imaging a total of 13,611 grains from 7 varieties of dry beans. The original dataset (dry_beans.csv) contains 13,611 observations, but here we also include a random subsample of 1000 (minibeans.csv). See https://doi.org/10.24432/C50S4B for original complete dataset.The minibeans dataset is also available from the ggEDA R package (`ggEDA::minibeans`).If you use please cite the original publication:Koklu, M, and IA Ozkan. 2020. Multiclass Classification of Dry Beans Using Computer Vision and Machine Learning Techniques. Computers and Electronics in Agriculture, 174: 105507. doi: 10.1016/j.compag.2020.105507, https://doi.org/10.24432/C50S4BAnd also the UCI Machine Learning Repository where the dataset:Dry Bean [Dataset]. (2020). UCI Machine Learning Repository. https://doi.org/10.24432/C50S4B.
DOI: 10.6084/m9.figshare.29614133.v3
title: DryBeans

description: The Koklu & Ozkan (2020) dry beans dataset produced by imaging a total of 13,611 grains from 7 varieties of dry beans. The original dataset (dry_beans.csv) contains 13,611 observations, but here we also include a random subsample of 1000 (minibeans.csv). See https://doi.org/10.24432/C50S4B for original complete dataset.The minibeans dataset is also available from the ggEDA R package (`ggEDA::minibeans`).If you use please cite the original publication:Koklu, M, and IA Ozkan. 2020. Multiclass Classification of Dry Beans Using Computer Vision and Machine Learning Techniques. Computers and Electronics in Agriculture, 174: 105507. doi: 10.1016/j.compag.2020.105507, https://doi.org/10.24432/C50S4BAnd also the UCI Machine Learning Repository where the dataset:Dry Bean [Dataset]. (2020). UCI Machine Learning Repository. https://doi.org/10.24432/C50S4B.
DOI: 10.18112/openneuro.ds006866.v1.0.0
title: Discrepancy between self-report and neurophysiological markers of socio-affective responses in lonely individuals
DOI: 10.15468/dl.7m396r
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena hypopolia",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007287-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6a4pq
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andrena orbitalis",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 225 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007290-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um8xj8
title: Occurrence Download

description: A dataset containing 37711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eragrostis curvula"
 ]
}

 The dataset includes 37711 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007291-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqnwrm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochleariella zhejiangensis (Y.H.Zhang) Y.H.Zhang & Vogt"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054901-220831081235567/datasets/export for details.
DOI: 10.15468/dl.g66p99
title: Occurrence Download

description: A dataset containing 79233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia lathyris L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79233 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034783-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7brnd
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epimedium koreanum Nakai",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 290 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191482-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg5a3j
title: Occurrence Download

description: A dataset containing 31107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-48.50204 -18.78223,-48.13493 -19.90541,-46.63153 -19.5383,-47.12101 -18.45008,-48.50204 -18.78223))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 31107 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054899-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4p3rm
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonialosa manmina (Hamilton, 1822)"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034784-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.