cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cu6mv3
title: Occurrence Download

description: A dataset containing 2692 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cytisus fontanesii"
 ]
}

 The dataset includes 2692 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023004-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sng8te
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sporophila torqueola)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023003-250717081556266/datasets/export for details.
DOI: 10.15468/dl.5ps3dg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sporophila torqueola)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023005-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rpxnjg
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 665 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023007-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57gshy
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SEGUNDA EVALUACIÓN NACIONAL FORESTAL DEL ECUADOR CONTINENTAL"
 ]
}

 The dataset includes 2280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023006-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jctp2t
title: Occurrence Download

description: A dataset containing 19442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19442 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023008-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4d94um
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria brizantha",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023011-250717081556266/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.29604203
title: BM_Mex.csv

description: Data for paper "PREDICTIVE MODEL TO EVALUATE ACHIEVEMENT OF THE SUSTAINABLE DEVELOPMENT GOALS IN MEXICO USING AN ARTIFICIAL NEURAL NETWORK"
DOI: 10.6084/m9.figshare.29604203.v1
title: BM_Mex.csv

description: Data for paper "PREDICTIVE MODEL TO EVALUATE ACHIEVEMENT OF THE SUSTAINABLE DEVELOPMENT GOALS IN MEXICO USING AN ARTIFICIAL NEURAL NETWORK"
DOI: 10.15468/dl.86fmcv
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Dominica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 339 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023009-250717081556266/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.29611055
title: Participant information sheet and consent form

description: Participant information sheet and consent form.
DOI: 10.6084/m9.figshare.29611055.v1
title: Participant information sheet and consent form

description: Participant information sheet and consent form.
DOI: 10.15468/dl.7aextq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium cumini",
 "Country is Maldives",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023010-250717081556266/datasets/export for details.
DOI: 10.15468/dl.hz7nnq
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria brizantha",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023012-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gykej
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria brizantha",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jje6hw
title: Occurrence Download

description: A dataset containing 5533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis soyeri subcoriacea"
 ]
}

 The dataset includes 5533 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023014-250717081556266/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.29611097
title: Knee

description: The kneeling position has frequently been associated with a higher prevalence of knee pathologies. People who adopt this position within their work and/or religious activities are more exposed to knee pathologies. In the tall keeling posture, the position of the feet can play an important role in the magnitude of the force and pressure supporting the knee. The objective of this investigation was to compare the magnitude of the ground reaction force, the distribution of the support area and the pressures associated with them, in the tall kneeling posture with two different positions of the feet, in order to identify the position in which less discomfort could be produced and to diminish the potential damage to this joint. A sample of 20 volunteers (age = 22.0±1.5 years; weight = 70.3±13.5 kg) was assessed. Pressure, the contact area, the centre of pressure and GRF, all within the contact surface between the knees and the floor, as well as the discomfort described by the volunteers were measured in two different ankle positions: plantar flexion (PF) and dorsiflexion (DF). In DF condition was observed: a higher frequency of a single pressure peak (p &lt;0.0001); a smaller contact area (p =0.005); a predominantly anterior location of maximum pressures (p =0.002) and a greater discomfort described by the volunteers (p =0.04). Based on the obtained results, it can be concluded that the tall kneeling posture with ankles in dorsiflexion produces greater mechanical stress in the anterior region of the support surface of the knees.
DOI: 10.6084/m9.figshare.29611097.v1
title: Knee

description: The kneeling position has frequently been associated with a higher prevalence of knee pathologies. People who adopt this position within their work and/or religious activities are more exposed to knee pathologies. In the tall keeling posture, the position of the feet can play an important role in the magnitude of the force and pressure supporting the knee. The objective of this investigation was to compare the magnitude of the ground reaction force, the distribution of the support area and the pressures associated with them, in the tall kneeling posture with two different positions of the feet, in order to identify the position in which less discomfort could be produced and to diminish the potential damage to this joint. A sample of 20 volunteers (age = 22.0±1.5 years; weight = 70.3±13.5 kg) was assessed. Pressure, the contact area, the centre of pressure and GRF, all within the contact surface between the knees and the floor, as well as the discomfort described by the volunteers were measured in two different ankle positions: plantar flexion (PF) and dorsiflexion (DF). In DF condition was observed: a higher frequency of a single pressure peak (p &lt;0.0001); a smaller contact area (p =0.005); a predominantly anterior location of maximum pressures (p =0.002) and a greater discomfort described by the volunteers (p =0.04). Based on the obtained results, it can be concluded that the tall kneeling posture with ankles in dorsiflexion produces greater mechanical stress in the anterior region of the support surface of the knees.
DOI: 10.5517/ccdc.csd.cc2k05b3
title: CCDC 2353654: Experimental Crystal Structure Determination

description: Related Article: Ivan A. Kochnev, Lyudmila S. Zavyalova, Azaliia I. Avkhadieva, Nikolay A. Tverdokhlebov, Alexey Y. Barkov|2025|J.Fluorine Chem.|280|110368|doi:10.1016/j.jfluchem.2024.110368
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k05c4
title: CCDC 2353655: Experimental Crystal Structure Determination

description: Related Article: Ivan A. Kochnev, Lyudmila S. Zavyalova, Azaliia I. Avkhadieva, Nikolay A. Tverdokhlebov, Alexey Y. Barkov|2025|J.Fluorine Chem.|280|110368|doi:10.1016/j.jfluchem.2024.110368
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.16278381
title: Cartographic Sign Detection Dataset (CaSiDD)

description: <<< This dataset is not released yet. Release date: 1st September, 2025. >>>The Cartographic Sign Detection Dataset (CaSiDD) comprises 796 manually annotated historical map samples, corresponding to 18,750 cartographic signs, like icons and symbols. Moreover, the signs are categorized into 24 distinct classes, like tree, mill, hill, religious edifice, or grave. The original images are part of the Semap dataset [1].

The dataset is published in the context of R. Petitpierre's PhD thesis: Studying Maps at Scale: A Digital Investigation of Cartography and the Evolution of Figuration [2]. Details on annotation, and statistics on annotated cartographic signs are provided in the manuscript.

Organization of the data

To come soon.

Descriptive statistics

Number of distinct classes: 24 + hapaxesNumber of image samples: 796Number of annotations: 18,750Study period: 1492–1948.

Use and Citation

For any mention of this dataset, please cite :

@misc{casidd_petitpierre_2025,  author = {Petitpierre, R{\'{e}}mi and Jiang, Jiaming},  title = {{Cartographic Sign Detection Dataset (CaSiDD)}},  year = {2025},  publisher = {EPFL},  url = {https://doi.org/10.5281/zenodo.16278381}}@phdthesis{studying_maps_petitpierre_2025,  author = {Petitpierre, R{\'{e}}mi},  title = {{Studying Maps at Scale: A Digital Investigation of Cartography and the Evolution of Figuration}},  year = {2025},  school = {EPFL}}

Corresponding author

Rémi PETITPIERRE - remi.petitpierre@epfl.ch - ORCID - Github -  Scholar - ResearchGate 

Work ethics

85% of the data were annotated by RP. The remainder was annotated by JJ, a master's student from EPFL, Switzerland.

License

This project is licensed under the CC BY 4.0 License. 

Liability

We do not assume any liability for the use of this dataset.

References



Petitpierre R, Gomez Donoso D, Krisel B (2025) Semantic Segmentation Map Dataset (Semap). EPFL. https://doi.org/10.5281/zenodo.16164782

Petitpierre R (2025) Studying Maps at Scale: A Digital Investigation of Cartography and the Evolution of Figuration. PhD thesis. École Polytechnique Fédérale de Lausanne.
DOI: 10.15468/dl.u9m47a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syzygium cumini",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023017-250717081556266/datasets/export for details.
DOI: 10.5066/p9svex57
title: Contaminant Data from a Survey of Minnesota Source and Finished Drinking Waters, 2019-2022

description: The U.S. Geological Survey, in cooperation with the Minnesota Department of Health, conducted a study to determine the occurrence of unregulated contaminants in source and finished drinking waters throughout Minnesota. Minnesota relies on both groundwater and surface water sources for drinking water, which may be vulnerable to influences such as wastewater discharge and/or agricultural activities. Thus, drinking water facilities apply some form of treatment to source waters prior to distribution. Although drinking water treatment is mostly focused on satisfying regulatory requirements, it may provide secondary benefits for removal of unregulated contaminants. In 2019, 2021, and 2022, paired source and finished drinking water was collected from 100 facilities and characterized for select organic contaminants. Samples were analyzed for some combination of alkylphenols, benzotriazoles/benzothiazoles, hormones, illicit drugs, personal care products, pesticides, per- and polyfluoroalkyl substances, pharmaceuticals, plasticizers, and wastewater indicators, depending on potential influences from the watershed.
DOI: 10.15468/dl.wpwsfq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023020-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qpw7f8
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023019-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tus5cs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eminii",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023018-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16279014
title: VGG-19-encoded Style Features for AdaIN

description: 1000 randomly selected image features from the painter-by-numbers dataset (small yellow duck and Wendy Kan. Painter by Numbers.  https://kaggle.com/competitions/painter-by-numbers, 2016. Kaggle.).

Features are extracted from a VGG-19 network pretrained on imagenet before its final layer. They can be used for StyleTransfer via the AdaIN method, so that it is more efficient. 

Reference repository: https://github.com/Georgsiedel/model-based-data-augmentation
DOI: 10.5281/zenodo.16279015
title: VGG-19-encoded Style Features for AdaIN

description: 1000 randomly selected image features from the painter-by-numbers dataset (small yellow duck and Wendy Kan. Painter by Numbers.  https://kaggle.com/competitions/painter-by-numbers, 2016. Kaggle.).

Features are extracted from a VGG-19 network pretrained on imagenet before its final layer. They can be used for StyleTransfer via the AdaIN method, so that it is more efficient. 

Reference repository: https://github.com/Georgsiedel/model-based-data-augmentation
DOI: 10.15468/dl.wmbr5a
title: Occurrence Download

description: A dataset containing 53515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sporophila torqueola)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 53515 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022988-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/liudkr
title: Replication for: Migration, marriage and counterfactual spouses

description: Replication code and data for Simone Bertoli, David McKenzie and Elie Murard (2025),
“Migration, marriage and counterfactual spouses”, accepted for publication on Economic Development and Cultural Change.
DOI: 10.15468/dl.qat43d
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis allionii"
 ]
}

 The dataset includes 306 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023023-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c2q5y
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.11.8.3_1",
 "Geometry POLYGON((3.84907 43.56848,3.8525 43.56848,3.8525 43.57144,3.84907 43.57144,3.84907 43.56848))"
 ]
}

 The dataset includes 66 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023022-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe4fbq
title: Occurrence Download

description: A dataset containing 355155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Columba livia",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 355155 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022993-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug52g9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria mutica",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023026-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm8gby
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria mutica",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023024-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tct4fg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria mutica",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023025-250717081556266/datasets/export for details.
DOI: 10.15468/dl.s5566j
title: Occurrence Download

description: A dataset containing 79114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nassella trichotoma"
 ]
}

 The dataset includes 79114 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022930-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.