cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h8hx5e
title: Occurrence Download

description: A dataset containing 4082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 4082 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216128-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbq9n9
title: Occurrence Download

description: A dataset containing 7837185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cameroon, Kenya, Tanzania, United Republic of, Rwanda, Burundi, Ethiopia, Uganda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7837185 records from 1514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231567-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.js6gm4
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinella zunasi (Bleeker, 1854)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 349 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058124-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c57j3h
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Debregeasia australis Friis, Wilmot-Dear & C.J.Chen"
 ]
}

 The dataset includes 79 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058125-241126133413365/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.28142663
title: 680K.map

description: Data
DOI: 10.6084/m9.figshare.28142663.v1
title: 680K.map

description: Data
DOI: 10.6084/m9.figshare.28142666
title: 680K.ped

description: Data
DOI: 10.6084/m9.figshare.28142666.v1
title: 680K.ped

description: Data
DOI: 10.6084/m9.figshare.28142675
title: cl.ped

description: Data
DOI: 10.6084/m9.figshare.28142675.v1
title: cl.ped

description: Data
DOI: 10.6084/m9.figshare.28142660
title: 数据1.vcf

description: Data
DOI: 10.6084/m9.figshare.28142660.v1
title: 数据1.vcf

description: Data
DOI: 10.6084/m9.figshare.28142672
title: cl.map

description: date
DOI: 10.15468/dl.jtk9yr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinella albella (Valenciennes, 1847)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058126-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msczta
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harengula zunasi Bleeker, 1854",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058129-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwpjvh
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (b8323864-602a-4a7d-9127-bb903054e97d, 46fec380-8e1d-11dd-8679-b8a03c50a862, e401baff-ed77-4484-9897-81209fa336d8, ada9d123-ddb4-467d-8891-806ea8d94230, d3978a37-635a-4ae3-bb85-7b4d41bc0b88, 64ee55c9-570a-42af-b7da-3f13c6b4e5a9, ab733144-7043-4e88-bd4f-fca7bf858880, 6b8da9ca-0648-4df3-9f0a-d43ab20a9412)",
 "TaxonKey is Batrachochytrium dendrobatidis Longcore, Pessier & D.K.Nichols",
 "Year 2010-2025"
 ]
}

 The dataset includes 237 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058130-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwdjxn
title: Occurrence Download

description: A dataset containing 1911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megaptera novaeangliae (Borowski, 1781)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1911 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058131-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14604221
title: origo

description: Origo is a geospatial spreadsheet dataset documenting ancient migrants attested in the Epigraphic Database Heidelberg (EDH). It is derived from a subset of individuals in the EDH People dataset (available at: https://edh.ub.uni-heidelberg.de/data/download/edh_data_pers.csv) who explicitly declare their geographic origin in the inscriptions. Based on the data curated by the EDH team, we have geocoded the stated places of origin and further enriched the dataset with additional metadata, prioritizing machine readability. We have developed the dataset for the purpose of a quantitative study of migration trends in the Roman Empire as part of the Social Dynamics in the Ancient Mediterranean Project (SDAM, http://sdam.au.dk). The scripts used for producing the dataset and for our related publications are available from here: https://github.com/sdam-au/LI_origo/tree/master. 

The dataset includes two point geometries per individual:

• Geographic origin (origo_geometry) – representing the individual’s place of origin or birth.

• Findspot (findspot_geometry) – indicating the location where the inscription was discovered, which often approximates the place of death, as approximately 70% of the inscriptions are funerary.

Scope and Structure:

The dataset covers 2,313 individuals, described through 36 attributes. For a detailed explanation of these attributes, please refer to the accompanying file origo_variable_dictionary.csv.

File Formats:

We provide the dataset in two formats for download and analysis:

1. CSV – for general spreadsheet use.

2. GeoParquet (v1.0.0) – optimized for geospatial data handling.

In the GeoParquet version, the default geometry is defined by the origo_line attribute, a linestring connecting the origo_geometry (place of origin) and the findspot_geometry (findspot of the inscription). This allows for immediate visualization and analysis of migration patterns in GIS environments.

Getting Started with Python:

To load and explore the GeoParquet dataset in Python, you can use the following code:

import geopandas as gpd
import fsspec
origo = gpd.read_parquet(fsspec.open("https://zenodo.org/records/14604222/files/origo_geo.parquet?download=1").open())
DOI: 10.5281/zenodo.14604222
title: origo

description: Origo is a geospatial spreadsheet dataset documenting ancient migrants attested in the Epigraphic Database Heidelberg (EDH). It is derived from a subset of individuals in the EDH People dataset (available at: https://edh.ub.uni-heidelberg.de/data/download/edh_data_pers.csv) who explicitly declare their geographic origin in the inscriptions. Based on the data curated by the EDH team, we have geocoded the stated places of origin and further enriched the dataset with additional metadata, prioritizing machine readability. We have developed the dataset for the purpose of a quantitative study of migration trends in the Roman Empire as part of the Social Dynamics in the Ancient Mediterranean Project (SDAM, http://sdam.au.dk). The scripts used for producing the dataset and for our related publications are available from here: https://github.com/sdam-au/LI_origo/tree/master. 

The dataset includes two point geometries per individual:

• Geographic origin (origo_geometry) – representing the individual’s place of origin or birth.

• Findspot (findspot_geometry) – indicating the location where the inscription was discovered, which often approximates the place of death, as approximately 70% of the inscriptions are funerary.

Scope and Structure:

The dataset covers 2,313 individuals, described through 36 attributes. For a detailed explanation of these attributes, please refer to the accompanying file origo_variable_dictionary.csv.

File Formats:

We provide the dataset in two formats for download and analysis:

1. CSV – for general spreadsheet use.

2. GeoParquet (v1.0.0) – optimized for geospatial data handling.

In the GeoParquet version, the default geometry is defined by the origo_line attribute, a linestring connecting the origo_geometry (place of origin) and the findspot_geometry (findspot of the inscription). This allows for immediate visualization and analysis of migration patterns in GIS environments.

Getting Started with Python:

To load and explore the GeoParquet dataset in Python, you can use the following code:

import geopandas as gpd
import fsspec
origo = gpd.read_parquet(fsspec.open("https://zenodo.org/records/14604222/files/origo_geo.parquet?download=1").open())
DOI: 10.15468/dl.kedrq8
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-46.59031 23.81146,9.65969 23.81146,9.65969 46.31146,-46.59031 46.31146,-46.59031 23.81146))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lampanyctus festivus Tåning, 1928"
 ]
}

 The dataset includes 131 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058132-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb4m7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balaena novaeangliae Borowski, 1781",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058134-241126133413365/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc24q11z
title: CCDC 1987380: Experimental Crystal Structure Determination

description: Related Article: Shouhei Ajioka, Yuto Hagiyama, Yuki Uehashi, Tomohiro Agou, Yasuhiro Kubota, Toshiyasu Inuzuka, Kazumasa Funabiki|2024|Mat.Advs.|5|9792|doi:10.1039/D4MA00962B
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.cc24q120
title: CCDC 1987381: Experimental Crystal Structure Determination

description: Related Article: Shouhei Ajioka, Yuto Hagiyama, Yuki Uehashi, Tomohiro Agou, Yasuhiro Kubota, Toshiyasu Inuzuka, Kazumasa Funabiki|2024|Mat.Advs.|5|9792|doi:10.1039/D4MA00962B
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.cc2j43sl
title: CCDC 2327659: Experimental Crystal Structure Determination

description: Related Article: Darya khan, Xiaotao Zhanga,b*,  Wenping Hu, in thesis|2024|CSD Communication|||
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.cc2jb7lq
title: CCDC 2333543: Experimental Crystal Structure Determination

description: Related Article: Xiaojing Mao, Huachang Li, Yehong Shi, Jiemin Liu, Lijun Kuai, Fei Yang, Chenmin Wu|2024|Polyhedron|264|117246|doi:10.1016/j.poly.2024.117246
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.cc2jxkbc
title: CCDC 2351143: Experimental Crystal Structure Determination

description: Related Article: Elias Tanuhadi, Anna S. Bair, Mary Johnson, Philip Fontaine, Jerzy Klosin, Sudipta Pal, Polly L. Arnold|2025|Chemical Science|16|280|doi:10.1039/D4SC05983B
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.cc2jxkcd
title: CCDC 2351144: Experimental Crystal Structure Determination

description: Related Article: Elias Tanuhadi, Anna S. Bair, Mary Johnson, Philip Fontaine, Jerzy Klosin, Sudipta Pal, Polly L. Arnold|2025|Chemical Science|16|280|doi:10.1039/D4SC05983B
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.cc2kq7r9
title: CCDC 2374871: Experimental Crystal Structure Determination

description: Related Article: Pari Keerthana, Sundararajan Suresh, Fazlur Rahman Nawaz Khan|2024|Org.Biomol.Chem.|23|126|doi:10.1039/d4ob01390e
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.cc2l5mn2
title: CCDC 2388694: Experimental Crystal Structure Determination

description: Related Article: Pari Keerthana, Sundararajan Suresh, Fazlur Rahman Nawaz Khan|2024|Org.Biomol.Chem.|23|126|doi:10.1039/d4ob01390e
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: 10.15468/dl.cacxen
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidoderma asperrimum (Temminck & Schlegel, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058135-241126133413365/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.28142705
title: Source Data of a synergistic coordination-reduction interface for electrochemical reductive extraction of uranium with low impurities from seawater

description: Integration of the raw image and raw data for synergistic coordination-reduction interface for efficient electrochemical extraction of uranium in seawater.
DOI: 10.15468/dl.j5ryeq
title: Occurrence Download

description: A dataset containing 10519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Botswana",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Synbranchiformes, Osteoglossiformes, Cyprinodontiformes, Siluriformes, Cypriniformes, Perciformes, Characiformes)"
 ]
}

 The dataset includes 10519 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058136-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3710025901-eng
title: Average scores and distribution of proficiency levels in literacy, numeracy and adaptive problem solving, by age group and gender

description: Average scores and distribution of proficiency levels in literacy, numeracy and adaptive problem solving, by age group and gender, population aged 16 to 65, Organisation for Economic Co-operation and Development, Canada and provinces, 2022.
DOI: 10.15468/dl.mwhxd8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platessa asperrima Temminck & Schlegel, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058137-241126133413365/datasets/export for details.
DOI: 10.15468/dl.ejecnz
title: Occurrence Download

description: A dataset containing 221099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "GadmGid is CHN.26_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 221099 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058118-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btytyz
title: Occurrence Download

description: A dataset containing 167661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (64ee55c9-570a-42af-b7da-3f13c6b4e5a9, 1928bdf0-f5d2-11dc-8c12-b8a03c50a862, d4b5490a-3267-4e96-94b3-9b93ea167051, 1a4e6112-b3af-402e-b29f-c2ade2167f72, 7a070ba0-bafb-11d9-8e53-b8a03c50a862, b8323864-602a-4a7d-9127-bb903054e97d)",
 "TaxonKey is Rana temporaria Linnaeus, 1758",
 "Year 2010-2025"
 ]
}

 The dataset includes 167661 records from 1233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058128-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4rmbc
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex rotundifolia Dombey ex Moq."
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058138-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a4a3h
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (b8323864-602a-4a7d-9127-bb903054e97d, 46fec380-8e1d-11dd-8679-b8a03c50a862, e401baff-ed77-4484-9897-81209fa336d8, ada9d123-ddb4-467d-8891-806ea8d94230, d3978a37-635a-4ae3-bb85-7b4d41bc0b88, 64ee55c9-570a-42af-b7da-3f13c6b4e5a9, ab733144-7043-4e88-bd4f-fca7bf858880, 6b8da9ca-0648-4df3-9f0a-d43ab20a9412)",
 "TaxonKey is Batrachochytrium dendrobatidis Longcore, Pessier & D.K.Nichols",
 "Year 2010-2025"
 ]
}

 The dataset includes 237 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058139-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5anze
title: Occurrence Download

description: A dataset containing 11907075 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Databank of Vascular Plants"
 ]
}

 The dataset includes 11907075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058127-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5smkpx
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyporhamphus sajori (Temminck & Schlegel, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 288 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058141-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q3pbk
title: Occurrence Download

description: A dataset containing 1363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((67.91834 11.78680,174.08166 11.78680,174.08166 54.21320,67.91834 54.21320,67.91834 11.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poecilocoris lewisi (Distant, 1883)"
 ]
}

 The dataset includes 1363 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058142-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8a5cp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiramphus sajori Temminck & Schlegel, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058143-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.