cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.494ufc
title: Occurrence Download

description: A dataset containing 6111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syrmaticus reevesii (J.E.Gray, 1829)"
 ]
}

 The dataset includes 6111 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfwmme
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamarix ramosissima Ledeb."
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278098-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnnats
title: Occurrence Download

description: A dataset containing 6827 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus niruri L."
 ]
}

 The dataset includes 6827 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055274-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.862x82
title: Occurrence Download

description: A dataset containing 100514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1958"
 ]
}

 The dataset includes 100514 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012729-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2c4ws
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreos de fauna y flora en cumplimiento de las obligaciones del medio biótico del Campo Moriche"
 ]
}

 The dataset includes 874 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012813-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5cmk6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marrubium peregrinum",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012810-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pppzt
title: Occurrence Download

description: A dataset containing 28201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Rodentia"
 ]
}

 The dataset includes 28201 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012809-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuau52
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia fragrans)"
 ]
}

 The dataset includes 84 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012815-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq54yb
title: Occurrence Download

description: A dataset containing 9770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Ontario Museum - Ichthyology",
 "Geometry POLYGON((-82.42756 43.82131,-76.40417 43.82131,-76.40417 47.92834,-82.42756 47.92834,-82.42756 43.82131))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9770 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012817-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73h2vn
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Country is one of (Peru, Ecuador, Colombia, Argentina)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pudua mephistophiles, Pudu mephistophiles, Pudu mephistopheles)"
 ]
}

 The dataset includes 142 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012819-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68yyfp
title: Occurrence Download

description: A dataset containing 18354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Carnivora"
 ]
}

 The dataset includes 18354 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012818-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgqvh3
title: Occurrence Download

description: A dataset containing 18973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Setophaga coronata auduboni"
 ]
}

 The dataset includes 18973 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012820-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17177023
title: Replication Package for Land Restitution and Deforestation in Colombia

description: This replication package is a companion to the paper "Land Restitution and Deforestation in Colombia" by Laura Peralta, Marie Boltz, Philippe Delacote, Kenneth Houngbedji, and Julien Jacob (2025).

The package provides all data and code necessary to reproduce the results presented in the paper. It combines cartographic data on Colombian municipalities with multiple sources of information on land cover, forest loss, cultivated land, socioeconomic indicators, conflict dynamics, and land restitution claims.

The repository includes:



Processed datasets ("data/final"), ensuring replicability without exposing sensitive information.

Stata do-files ("code/stata") for data construction and statistical analysis, with clear instructions on how to run the scripts.

Documentation detailing the sources of raw data, replication workflow, and description of each file.


Replication can be performed either:



Using the cleaned datasets included in the package and running "00_main_dofile_with_final_data.do", or

Using raw datasets to reconstruct the cleaned datasets and running "00_main_dofile_with_raw_data.do".


Data Availability

Input data from the CEDE panel cannot be redistributed directly due to access restrictions. Links to the relevant sources are provided in the documentation.
DOI: 10.5281/zenodo.17177024
title: Replication Package for Land Restitution and Deforestation in Colombia

description: This replication package is a companion to the paper "Land Restitution and Deforestation in Colombia" by Laura Peralta, Marie Boltz, Philippe Delacote, Kenneth Houngbedji, and Julien Jacob (2025).

The package provides all data and code necessary to reproduce the results presented in the paper. It combines cartographic data on Colombian municipalities with multiple sources of information on land cover, forest loss, cultivated land, socioeconomic indicators, conflict dynamics, and land restitution claims.

The repository includes:



Processed datasets ("data/final"), ensuring replicability without exposing sensitive information.

Stata do-files ("code/stata") for data construction and statistical analysis, with clear instructions on how to run the scripts.

Documentation detailing the sources of raw data, replication workflow, and description of each file.


Replication can be performed either:



Using the cleaned datasets included in the package and running "00_main_dofile_with_final_data.do", or

Using raw datasets to reconstruct the cleaned datasets and running "00_main_dofile_with_raw_data.do".


Data Availability

Input data from the CEDE panel cannot be redistributed directly due to access restrictions. Links to the relevant sources are provided in the documentation.
DOI: 10.15468/dl.8eebfw
title: Occurrence Download

description: A dataset containing 4068836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "Year 2023-2025"
 ]
}

 The dataset includes 4068836 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012780-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17164991
title: Daily Temperature and Temperature Anomaly Data at Staffed Antarctic Stations

description: This dataset provides daily near-surface temperature and daily near-surface temperature anomaly records from 16 staffed stations of different nations and institutions across the Antarctic continent. It is an update of the Turner et al. (2020) database, originally compiled by the British Antarctic Survey and expanded here with additional data from the NOAA Global Historical Climatology Network.

For each station, two CSV files are available:





Daily temperature (e.g., {station}_surface_daily.csv)




Daily temperature anomalies (e.g., {station}_surface_daily_anom.csv). which were calculated by subtracting each day's temperature from its multi-year average, smoothed using a cubic spline.  



Column descriptions:





Date: Date of the observation, is YYYY-MM-DD.




TX: Maximum daily temperature (or temperature anomaly), based on 6-hourly instantaneous measurements




Tmean: Daily mean temperature (or temperature anomaly), calculated from the 6-hourly instantaneous measurements



reference: Turner, J. et al. Antarctic temperature variability and change from station data. Int. J. Climatol. 40, 2986–3007 (2020).
DOI: 10.5281/zenodo.17164992
title: Daily Temperature and Temperature Anomaly Data at Staffed Antarctic Stations

description: This dataset provides daily near-surface temperature and daily near-surface temperature anomaly records from 16 staffed stations of different nations and institutions across the Antarctic continent. It is an update of the Turner et al. (2020) database, originally compiled by the British Antarctic Survey and expanded here with additional data from the NOAA Global Historical Climatology Network.

For each station, two CSV files are available:





Daily temperature (e.g., {station}_surface_daily.csv)




Daily temperature anomalies (e.g., {station}_surface_daily_anom.csv). which were calculated by subtracting each day's temperature from its multi-year average, smoothed using a cubic spline.  



Column descriptions:





Date: Date of the observation, is YYYY-MM-DD.




TX: Maximum daily temperature (or temperature anomaly), based on 6-hourly instantaneous measurements




Tmean: Daily mean temperature (or temperature anomaly), calculated from the 6-hourly instantaneous measurements



reference: Turner, J. et al. Antarctic temperature variability and change from station data. Int. J. Climatol. 40, 2986–3007 (2020).
DOI: 10.5281/zenodo.17165409
title: merged ERA5-MERRA-2 Atmospheric River catalogs at Staffed Antarctic Stations

description: This dataset contains records of atmospheric rivers (ARs) detected using two algorithms developed by Wille et al. (2019). The algorithms were applied to ERA5 and MERRA-2 reanalysis data spanning 1980–March 2022. Detection is based on 3-hourly values of either integrated meridional vapor transport (vIVT, kg m⁻¹ s⁻¹) or integrated water vapor (IWV, kg m⁻²). An AR is considered to make landfall at a station when at least one continental grid cell within a predefined mask (1.5° latitude × 5.5° longitude, centered on the station) falls within the AR footprint. Landfall events outside this mask are not included in the station-based AR catalogues. The detection algorithm does not account for ARs that cross Antarctica near the South Pole., in that case, ARs listed as reaching the South Pole are those identified as crossing 80°S. A day is considered associated with an AR if the detection algorithm identifies an AR within ±1 day. This lag was introduced to account for ARs making landfall a few hours before or after 00:00 UTC or just after 23:59 UTC. 

For each station, one CSV file is available (e.g., {station}_ARday.csv), including dates of the AR occurrences at the station (considering ±1 day as described above). Date is YYYY-MM-DD.

 

reference : Wille, J. D. et al. West Antarctic surface melt triggered by atmospheric rivers. Nat. Geosci. 12, 911–916 (2019).
DOI: 10.5281/zenodo.17165410
title: merged ERA5-MERRA-2 Atmospheric River catalogs at Staffed Antarctic Stations

description: This dataset contains records of atmospheric rivers (ARs) detected using two algorithms developed by Wille et al. (2019). The algorithms were applied to ERA5 and MERRA-2 reanalysis data spanning 1980–March 2022. Detection is based on 3-hourly values of either integrated meridional vapor transport (vIVT, kg m⁻¹ s⁻¹) or integrated water vapor (IWV, kg m⁻²). An AR is considered to make landfall at a station when at least one continental grid cell within a predefined mask (1.5° latitude × 5.5° longitude, centered on the station) falls within the AR footprint. Landfall events outside this mask are not included in the station-based AR catalogues. The detection algorithm does not account for ARs that cross Antarctica near the South Pole., in that case, ARs listed as reaching the South Pole are those identified as crossing 80°S. A day is considered associated with an AR if the detection algorithm identifies an AR within ±1 day. This lag was introduced to account for ARs making landfall a few hours before or after 00:00 UTC or just after 23:59 UTC. 

For each station, one CSV file is available (e.g., {station}_ARday.csv), including dates of the AR occurrences at the station (considering ±1 day as described above). Date is YYYY-MM-DD.

 

reference : Wille, J. D. et al. West Antarctic surface melt triggered by atmospheric rivers. Nat. Geosci. 12, 911–916 (2019).
DOI: 10.15468/dl.rxvyaj
title: Occurrence Download

description: A dataset containing 11996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus vestitus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11996 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012825-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3f8pb
title: Occurrence Download

description: A dataset listing the 21133 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Uruguay"
 ]
}

 The dataset's 21133 records were derived from 1104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012791-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aapqln
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Natricidae"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009562-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkdtrh
title: Occurrence Download

description: A dataset containing 25333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex minor Roth",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25333 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299724-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbf92d
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula rupestris Ridl."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012416-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv6eqt
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum macrophysum Hágsater, O.Pérez & E.Santiago"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157593-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mj4df
title: Occurrence Download

description: A dataset containing 353911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies alba Mill., Abies alba (Castigl.) Michx., Acer campestre L., Acer opalus Mill., Acer platanoides L., Acer pseudoplatanus L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,\n 3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741,\n 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,\n 28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,\n 30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,\n 40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,\n 31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,\n 27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,\n 31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,\n 14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,\n -21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 353911 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273469-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udwmyd
title: Occurrence Download

description: A dataset containing 46186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lantana camara L."
 ]
}

 The dataset includes 46186 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009572-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wyndz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula rostellata J.J.Sm."
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012402-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xhgzk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia pauciflora (Barb.Rodr.) Porto & Brade"
 ]
}

 The dataset includes 17 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157594-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xbybt
title: Occurrence Download

description: A dataset listing the 167736 species recorded in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset's 167736 records were derived from 3152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288432-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnogje
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2010-2010",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Setophaga cerulea (A.Wilson, 1810)"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bm35ab
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eperua bijuga Mart. ex Benth."
 ]
}

 The dataset includes 273 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfp5du
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachira macrocarpa (Cham. & Schltdl.) Walp."
 ]
}

 The dataset includes 49 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057448-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug9ffk
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplotropis triloba Gleason"
 ]
}

 The dataset includes 203 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338595-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.