cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14843351
title: The impact of EITC on education, labor market trajectories, and inequalities

description: These replication files accompany the article titled "The impact of EITC on education, labor market trajectories, and inequalities", by Julien Albertini, Arthur Poirier and Anthony Terriau, to be published in the Review of Economic Studies. Their purpose is to enable the full reproduction of the empirical results and simulations presented in the study. The files include the data, code scripts, and detailed instructions necessary to run the analyses. We have ensured that each step of the analysis is clearly documented (Read_me.pdf) to facilitate the reproducibility of the results.
DOI: 10.5281/zenodo.13316496
title: National Checklists 2019: Dominica Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Dominica collected using effechecka and geonames polygons
DOI: 10.15468/dl.vqjkr3
title: Occurrence Download

description: A dataset containing 949037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is May",
 "OccurrenceStatus is Present",
 "TaxonKey is Picidae",
 "Year 2020-2020"
 ]
}

 The dataset includes 949037 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022514-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqza3n
title: Occurrence Download

description: A dataset containing 9728 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birds of Ireland"
 ]
}

 The dataset includes 9728 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022525-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/rv9sid
title: Base de référence spatialisée de l'occupation du sol, périphérie Est de Parakou, Nord-Bénin, 2023.

description: Base de données vectorielles au format ESRI-shapefile. La région couverte par l’étude représente environ 130km2 et se situe à la périphérie Est de la ville de Parakou au Nord Bénin. Cette base de données contient la digitalisation, à partir d'images satellite Pléiades-Néo à 30cm/pixel, de surfaces dont l'occupation, voire l'usage, a été identifiée sur le terrain. Cette vérité-terrain a été récoltée en novembre 2023, en fin de saison des pluies. Cette base contient au total 4378 polygones vectorisés, correspondant à 15,5km2 de surfaces labélisées. La délimitation des polygones a en particulier été précisément effectuée sur la base de la photo-interprétation de l’image satellite, afin de restituer le plus fidèlement les contours des objets physiques (parcelle agricole, route, arbre…), à des fins d'apprentissage d’algorithmes de Machine Learning ou de Deep Learning. La nomenclature contient toutes les classes d’occupation du sol en présence dans la zone mais à des degrés de précision variables selon leur nature. Elle est principalement dédiée aux cultures ligneuses et espaces plantés en arbres, et ne différencie pas les différentes cultures annuelles. Elle se décline de la façon suivante : 1. Anacardiers 2. Manguiers 3. Teck 4. Karité 5. Néré 6. Gmelia Arborea 7. Autres ligneux (neem, ficus, croton, isoberlinia, eucalyptus, terminalia, daniela, iroko, palmiers, cocotiers, kayha senegalensis, arbres ornementaux, etc…) 8. Autres vergers (papayers, bananiers, agrumes, etc…) 9. Agroforesterie (association d’arbres fruitiers dont manguier et/ou anacardiers et d’essences forestières, en exploitation ou en jachère) 10. Forêts (y compris forêts claires, savanes arborées, ripisylves, etc…) 11. Milieux arbustifs 12. Cultures annuelles (coton, soja, mais, sorgho, mil, riz, igname, manioc, tabac, niebe, légumes, etc… ) et autres milieux herbacés naturels ou non 13. Sol nu, pistes, routes 14. Bâti et autres surfaces artificialisées 15. Eau 16. Végétation aquatique
DOI: 10.5281/zenodo.13316701
title: National Checklists 2019: Madagascar Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Madagascar collected using effechecka and geonames polygons
DOI: 10.15468/dl.7tm883
title: Occurrence Download

description: A dataset containing 9728 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birds of Ireland"
 ]
}

 The dataset includes 9728 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022527-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10076252
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description: This data product contains frontal ablation estimates for 49 selected tidewater glaciers in Greenland from 1987-2020 at 3-monthly resolution. Version 8 of the product is available as merged file for all 49 glaciers as point geometry in NetCDF (FrontalAblationEstimates.nc), Shapefile (FrontalAblationEstimates.shp), and GeoPackage (FrontalAblationEstimates.gpkg) format. The files are stored in the folder FrontalAblationEstimates.zip.



Time – Midpoint of time intervals on which output data is defined [days since 01/01/1950]

Name – Name of each glacier investigated in this study [unitless]

Lat – Latitude (EPSG:4326) [degrees]

Lon – Longitude (EPSG:4326) [degrees]

PolarX – Polar Stereographic X Coordinate (EPSG:3413) [m]

PolarY – Polar Stereographic Y Coordinate (EPSG:3413) [m]

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Max_U – Maximum uncertainty over total time period [Gt/d]

F_U – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

D – Three-month-average solid ice discharge during time intervals [Gt/d]

D_U – Three-month-average solid ice discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _U – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

L – Interpolated terminus change over time (L) [km]

Delta_L_W – Delineation and fjord width uncertainty (δL/δW; constant) [km]

H – Mean ice thickness within the polygon; maximum over the observation period (H) [km]

Delta_H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively (δH) [km]

Rho – Ice density (ρi; constant) [kg/km3]

W – Mean fjord width (W) [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (t2-t1; 90 days for the results presented here) [d]


The shapefile and geopackage files contain the same the same variables as the NetCDF, however the variable Time is formatted differently for ease of use, and the variables Polar X and Polar Y are contained in the field geometry as outlined below:



Time – Midpoint of time intervals on which output data is defined [yyyy-mm-dd]

Geometry – Point geometry containing X and Y coordinates in Polar Stereographic Coordinate Reference System (EPSG:3413) [m]


 

The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with terminus positions change. The figures are available in the Plots folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (2025.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this dataset cite the associated publication as well as the dataset. 

---------------------
DOI: 10.5281/zenodo.13132278
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description: This dataset contains frontal ablation estimates for 49 tidewater glaciers in Greenland in ESRI shapefile, geopackage and NetCDF format, with the variables being defined as follows:



Glacier name – Name of each glacier investigated in this study [unitless]

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Uncertainty – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

F_Max_Uncertainty – Maximum uncertainty over total time period [Gt/d]

Date – Midpoint of time intervals on which output data is defined [yyyy-mm-dd]

D – Three-month-average discharge during time intervals [Gt/d]

D_Uncertainty – Three-month-average discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _Uncertainty – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

Rho – Ice density (constant) [kg/km3]

L – Interpolated terminus change over time (L) [km]

Delta_L_W – Delineation and terminus width uncertainty (constant) [km]

H – Mean ice thickness along the centerline (H) [km]

Delta H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively  [km]

W – Terminus width (W) [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (t2 - t1; 90 days for the results presented here) 


The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with ice flow velocities and terminus positions change. The figures are available in the FA_Img folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (in prep.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this data set please use the citation provided in the repository.

---------------------
DOI: 10.5281/zenodo.14046035
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description:  

This data product contains frontal ablation estimates for 49 selected tidewater glaciers in Greenland from 1987-2020 at 3-monthly resolution. Version 6 of the product is available as merged file for all 49 glaciers as point geometry in NetCDF (FrontalAblationEstimates.cdf), Shapefile (FrontalAblationEstimates.shp), and GeoPackage (FrontalAblationEstimates.gpkg) format. The files are stored in the folder FrontalAblationEstimates.zip and the following variables are contained in the NetCDF file with Shapefile/Geopackage specific variables shown in brackets: 



Time – Midpoint of time intervals on which output data is defined [days since 01/01/1950]

(Date – Midpoint of time intervals on which output data is defined [yyyy-mm-dd])

Name – Name of each glacier investigated in this study [unitless]

Lat – Latitude (EPSG:4326) [degrees]

Lon – Longitude (EPSG:4326) [degrees]

PolarX – Polar Stereographic X Coordinate (EPSG:3413) [m]; not include in shapefile/geopackage as part of geometry

PolarY – Polar Stereographic Y Coordinate (EPSG:3413) [m]; not include in shapefile/geopackage as part of geometry

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Max_U – Maximum uncertainty over total time period [Gt/d]

F_U – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

D – Three-month-average solid ice discharge during time intervals [Gt/d]

D_U – Three-month-average solid ice discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _U – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

L – Interpolated terminus change over time () [km]

Delta_L_W – Delineation and fjord width uncertainty (; constant) [km]

H – Mean ice thickness within the polygon; maximum over the observation period () [km]

Delta H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively () [km]

Rho – Ice density (; constant) [kg/km3]

W – Mean fjord width () [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (90 days for the results presented here) [d]

(Geometry – Point geometry in Polar Stereographic Coordinate Reference System (EPSG:3413 [m])) 


The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with terminus positions change. The figures are available in the Plots folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (in prep.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this data set please use the citation provided in the repository.

---------------------
DOI: 10.5281/zenodo.14169978
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description:  

This data product contains frontal ablation estimates for 49 selected tidewater glaciers in Greenland from 1987-2020 at 3-monthly resolution. Version 6 of the product is available as merged file for all 49 glaciers as point geometry in NetCDF (FrontalAblationEstimates.cdf), Shapefile (FrontalAblationEstimates.shp), and GeoPackage (FrontalAblationEstimates.gpkg) format. The files are stored in the folder FrontalAblationEstimates.zip. 

The following variables are contained in the NetCDF: 



Time – Midpoint of time intervals on which output data is defined [days since 01/01/1950]

Name – Name of each glacier investigated in this study [unitless]

Lat – Latitude (EPSG:4326) [degrees]

Lon – Longitude (EPSG:4326) [degrees]

PolarX – Polar Stereographic X Coordinate (EPSG:3413) [m]

PolarY – Polar Stereographic Y Coordinate (EPSG:3413) [m]

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Max_U – Maximum uncertainty over total time period [Gt/d]

F_U – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

D – Three-month-average solid ice discharge during time intervals [Gt/d]

D_U – Three-month-average solid ice discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _U – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

L – Interpolated terminus change over time () [km]

Delta_L_W – Delineation and fjord width uncertainty (; constant) [km]

H – Mean ice thickness within the polygon; maximum over the observation period () [km]

Delta H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively () [km]

Rho – Ice density (; constant) [kg/km3]

W – Mean fjord width () [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (; 90 days for the results presented here) [d]


The shapefile and geopackage files contain the same the same variables as the NetCDF, however the variable Time is formatted differently for ease of use, and the variables Polar X and Polar Y are contained in the field geometry as outlined below:



Date – Midpoint of time intervals on which output data is defined [yyyy-mm-dd]

Geometry – Point geometry containing X and Y coordinates in Polar Stereographic Coordinate Reference System (EPSG:3413) [m]


 

The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with terminus positions change. The figures are available in the Plots folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (in prep.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this data set please use the citation provided in the repository.

---------------------
DOI: 10.5281/zenodo.14772653
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description: This data product contains frontal ablation estimates for 49 selected tidewater glaciers in Greenland from 1987-2020 at 3-monthly resolution. Version 8 of the product is available as merged file for all 49 glaciers as point geometry in NetCDF (FrontalAblationEstimates.nc), Shapefile (FrontalAblationEstimates.shp), and GeoPackage (FrontalAblationEstimates.gpkg) format. The files are stored in the folder FrontalAblationEstimates.zip.



Time – Midpoint of time intervals on which output data is defined [days since 01/01/1950]

Name – Name of each glacier investigated in this study [unitless]

Lat – Latitude (EPSG:4326) [degrees]

Lon – Longitude (EPSG:4326) [degrees]

PolarX – Polar Stereographic X Coordinate (EPSG:3413) [m]

PolarY – Polar Stereographic Y Coordinate (EPSG:3413) [m]

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Max_U – Maximum uncertainty over total time period [Gt/d]

F_U – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

D – Three-month-average solid ice discharge during time intervals [Gt/d]

D_U – Three-month-average solid ice discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _U – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

L – Interpolated terminus change over time (L) [km]

Delta_L_W – Delineation and fjord width uncertainty (δL/δW; constant) [km]

H – Mean ice thickness within the polygon; maximum over the observation period (H) [km]

Delta H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively (δH) [km]

Rho – Ice density (ρi; constant) [kg/km3]

W – Mean fjord width (W) [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (t2-t1; 90 days for the results presented here) [d]


The shapefile and geopackage files contain the same the same variables as the NetCDF, however the variable Time is formatted differently for ease of use, and the variables Polar X and Polar Y are contained in the field geometry as outlined below:



Time – Midpoint of time intervals on which output data is defined [yyyy-mm-dd]

Geometry – Point geometry containing X and Y coordinates in Polar Stereographic Coordinate Reference System (EPSG:3413) [m]


 

The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with terminus positions change. The figures are available in the Plots folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (2025.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this dataset cite the associated publication as well as the dataset. 

---------------------
DOI: 10.5281/zenodo.14842441
title: Frontal ablation estimates for 49 tidewater glaciers in Greenland

description: This data product contains frontal ablation estimates for 49 selected tidewater glaciers in Greenland from 1987-2020 at 3-monthly resolution. Version 8 of the product is available as merged file for all 49 glaciers as point geometry in NetCDF (FrontalAblationEstimates.nc), Shapefile (FrontalAblationEstimates.shp), and GeoPackage (FrontalAblationEstimates.gpkg) format. The files are stored in the folder FrontalAblationEstimates.zip.



Time – Midpoint of time intervals on which output data is defined [days since 01/01/1950]

Name – Name of each glacier investigated in this study [unitless]

Lat – Latitude (EPSG:4326) [degrees]

Lon – Longitude (EPSG:4326) [degrees]

PolarX – Polar Stereographic X Coordinate (EPSG:3413) [m]

PolarY – Polar Stereographic Y Coordinate (EPSG:3413) [m]

F – Three-month-average frontal ablation estimates during time intervals [Gt/d]

F_Max_U – Maximum uncertainty over total time period [Gt/d]

F_U – three-month-average frontal ablation uncertainty for time intervals [Gt/d]

D – Three-month-average solid ice discharge during time intervals [Gt/d]

D_U – Three-month-average solid ice discharge uncertainty for time interval [Gt/d]

TMC – Terminus mass change (dM/dt) during time intervals [Gt/d]

TMC _U – Three-month-average terminus mass change uncertainty during time intervals [Gt/d]

L – Interpolated terminus change over time (L) [km]

Delta_L_W – Delineation and fjord width uncertainty (δL/δW; constant) [km]

H – Mean ice thickness within the polygon; maximum over the observation period (H) [km]

Delta_H – Ice thickness uncertainty with constant ArcticDEM/AeroDEM uncertainties of 0.1 m and 6 m, respectively (δH) [km]

Rho – Ice density (ρi; constant) [kg/km3]

W – Mean fjord width (W) [km]

Bedrock_U – Mean uncertainty in bedrock topography along the centerline [km]

TI – Time interval over which data are averaged (t2-t1; 90 days for the results presented here) [d]


The shapefile and geopackage files contain the same the same variables as the NetCDF, however the variable Time is formatted differently for ease of use, and the variables Polar X and Polar Y are contained in the field geometry as outlined below:



Time – Midpoint of time intervals on which output data is defined [yyyy-mm-dd]

Geometry – Point geometry containing X and Y coordinates in Polar Stereographic Coordinate Reference System (EPSG:3413) [m]


 

The repository also includes figures for each investigated tidewater glacier to show the calculated frontal ablation estimates in relation with terminus positions change. The figures are available in the Plots folder.

The frontal ablation estimates have been derived using a processing chain which is described in Fahrner et al. (2025.). The processing chain and further information can been found at 10.5281/zenodo.8414729. 

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

When using this dataset cite the associated publication as well as the dataset. 

---------------------
DOI: 10.5281/zenodo.13316745
title: National Checklists 2019: Namibia Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Namibia collected using effechecka and geonames polygons
DOI: 10.15468/dl.92vxyg
title: Occurrence Download

description: A dataset containing 122177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guazuma ulmifolia Lam."
 ]
}

 The dataset includes 122177 records from 679 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022519-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13317550
title: National Checklists 2019: Monaco Species List

description: Lists of taxa for each country and a few other administrative zones harvested from effechecka using simplified versions of geonames polygons. See https://github.com/diatomsRcool/checklists for details.
A list of species from Monaco collected using effechecka and geonames polygons
DOI: 10.5281/zenodo.14810823
title: Appendix 1: Data for Figure 3
DOI: 10.5281/zenodo.14810824
title: Appendix 1: Data for Figure 3