cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7e4ac7
title: Occurrence Download

description: A dataset containing 7 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 (Litoria nasuta)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060680-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnhxhq
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 (Litoria nasuta)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060679-250717081556266/datasets/export for details.
DOI: 10.15468/dl.uw46eb
title: Occurrence Download

description: A dataset containing 793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula squarrosa",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 793 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060683-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpap8w
title: Occurrence Download

description: A dataset containing 43344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa",
 "MediaType is Image"
 ]
}

 The dataset includes 43344 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060682-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16477748
title: Friedreichs Ataxia And Related Diabetes: Therapeutic Approach Targeting Mitochondrial Dysfunction
DOI: 10.5281/zenodo.16477749
title: Friedreichs Ataxia And Related Diabetes: Therapeutic Approach Targeting Mitochondrial Dysfunction
DOI: 10.15468/dl.vxufph
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spathodus erythrodon)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060686-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857927
title: Net4Health: Social Networks and Adolescent Health, 2025

description: Social networks and friendship groups are important factors related to the development of health risk and health promoting behaviours, mental health and wellbeing, educational attainment, and positive social engagement in adolescence and early adulthood.

The MRC/CSO Social and Public Health Sciences Unit has been studying adolescent social networks and health in the West of Scotland for several decades. The Teenage Friends and Lifestyles (1995), Peers and Levels of Stress (2006), and Adolescent Lifestyles in Contemporary Europe (2011) studies have been a rich source of information on the health needs of Scotland's younger citizens and have helped to identify how risk factors have changed over time.

 Net4Health will continue from the previous studies and aims to understand how peer and social network influences on adolescent health operate in the West of Scotland today, and how these influences have changed, particularly in relation to mental health and wellbeing and within changing digital social environments. It is hoped that this study will provide information that will inform the appropriate design of social network interventions to improve health and wellbeing.
DOI: 10.15468/dl.3sejn6
title: Occurrence Download

description: A dataset containing 1173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula squarrosa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1173 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060688-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.audfgb
title: Occurrence Download

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

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060689-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/py6x-xk83
title: Measurement of Aerosol light scattering at Hyytiälä

description: Measurement of Aerosol light scattering at Hyytiälä
DOI: 10.48597/mk7u-9e4a
title: Measurement of Aerosol light scattering at Hyytiälä

description: Measurement of Aerosol light scattering at Hyytiälä
DOI: 10.15468/dl.rv9t7t
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena polymorpha",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060694-250717081556266/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.29655359
title: Figure data for crystallization study of metals 2025

description: This repo describes source data for the study of crystallization pathways and glass-forming ability of BCC metals by computer simulations by using the empirical EAM potentials
DOI: 10.6084/m9.figshare.29655359.v1
title: Figure data for crystallization study of metals 2025

description: This repo describes source data for the study of crystallization pathways and glass-forming ability of BCC metals by computer simulations by using the empirical EAM potentials
DOI: 10.15468/dl.jpwmnf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena polymorpha",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060695-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8kvqw
title: Occurrence Download

description: A dataset containing 293525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loxia leucoptera)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 293525 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060668-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/fad0aa03-37b4-4a3c-8263-8ed60a03b393
title: Floating macroplastic debris in rivers labelled dataset

description: ***General introduction***Dataset of floating macroplastic debris (FMPD) from 11 locations and 8 different rivers between roughly 0.15 cm/pixel and 0.3 cm/pixel GSD collected using the River Monitoring System. Included is a ground truth for tracking evaluation on 6 of those locations and two trained detection models based on the train and validation dataset from this study. The data is labelled in 10 categories: trash (anthropogenic debris), organics, Unidentified Floating Object (UFO), bottle, bag, hard plastic, foam plastic, cothing, other plastic and non-plastic. Trash is the category assigned if none if the other plastic are suitable or identifiable and the supercategory of all anthropogenic debris. This dataset is made public as part of a paper on monitoring rivers and can be expanded and used for improving plastic monitoring.<br>***Purpose of the data***The purpose of the data is detection of FMPD in multiple locations in the world and assessment on the generalization between these locations. With the final goal of the assessment of plastic transport via automated monitoring techniques.<br>
DOI: 10.4121/fad0aa03-37b4-4a3c-8263-8ed60a03b393.v1
title: Floating macroplastic debris in rivers labelled dataset

description: ***General introduction***Dataset of floating macroplastic debris (FMPD) from 11 locations and 8 different rivers between roughly 0.15 cm/pixel and 0.3 cm/pixel GSD collected using the River Monitoring System. Included is a ground truth for tracking evaluation on 6 of those locations and two trained detection models based on the train and validation dataset from this study. The data is labelled in 10 categories: trash (anthropogenic debris), organics, Unidentified Floating Object (UFO), bottle, bag, hard plastic, foam plastic, cothing, other plastic and non-plastic. Trash is the category assigned if none if the other plastic are suitable or identifiable and the supercategory of all anthropogenic debris. This dataset is made public as part of a paper on monitoring rivers and can be expanded and used for improving plastic monitoring.<br>***Purpose of the data***The purpose of the data is detection of FMPD in multiple locations in the world and assessment on the generalization between these locations. With the final goal of the assessment of plastic transport via automated monitoring techniques.<br>
DOI: 10.15468/dl.z8uyuu
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Talpa caeca",
 "MediaType is Image"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060696-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5458z
title: Occurrence Download

description: A dataset containing 4897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena polymorpha",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4897 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060699-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjx2db
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 (Litoria nasuta)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060700-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qbgyrn
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isopaches decolorans"
 ]
}

 The dataset includes 225 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014614-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ne25
title: Occurrence Download

description: A dataset containing 2523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hudsonia ericoides"
 ]
}

 The dataset includes 2523 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014615-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17368220
title: LUCAS land cover representative areas

description: Spatially representative areas have been computed around LUCAS points in 2018 using an original shape-constrained region-growing algorithm. This algorithm was specifically designed to enhance the accuracy and consistency of machine learning approaches for land cover and land use mapping by ensuring that the delineated areas accurately represent the surrounding landscape. The algorithm takes as input the OSM/CLCplus land cover product (Zenodo), which provides a harmonized and detailed land cover dataset suitable for large-scale analysis.

To facilitate transparency and reproducibility, the tool developed for this purpose has been made openly available through a GitHub repository the MIT license, enabling researchers and practitioners to implement and refine the approach for various applications in land cover and environmental monitoring.

Content:



lucas_points_rg_repre_areas_2018_v1.1.0.gpkg.7z - GPKG dataset with representative areas computed around LUCAS points in 2018 (EU coverage)

lucas_rg_repre_areas_lvl1.qml - QGIS style for representative areas

lucas_representativeness_sentinel2_cz_ee_gr_ie_pt.h5.7z - HDF5 dataset with Sentinel-2 time-series image patches (Ireland, Portugal, Greece, Estonia, and the Czech Republic)


LUCAS land cover representative areas can also be downloaded using the Python API or the QGIS plugin; more information is available on the ST_LUCAS project website.
DOI: 10.5281/zenodo.17417124
title: The Global Carbon Project's fossil CO2 emissions dataset

description: The Global Carbon Project (GCP) has been publishing estimates of global and national fossil CO2 emissions since 2001. In the first instance these were simple re-publications of data from another source, but over subsequent years refinements have been made in response to feedback and identification of inaccuracies. In this article (PDF document) we describe the history of this process leading up to the methodology used in the 2025 release of the GCP's fossil CO2 dataset.

The fossil CO2 emissions dataset is included in both its standard, absolute form, and per capita, with associated metadata files in JSON format. A file indicating the source(s) of each data point is also provided.

This is the initial release of the 2025 dataset.
DOI: 10.5281/zenodo.5569234
title: The Global Carbon Project's fossil CO2 emissions dataset

description: The Global Carbon Project (GCP) has been publishing estimates of global and national fossil CO2 emissions since 2001. In the first instance these were simple re-publications of data from another source, but over subsequent years refinements have been made in response to feedback and identification of inaccuracies. In this article (PDF document) we describe the history of this process leading up to the methodology used in the 2025 release of the GCP's fossil CO2 dataset.

The fossil CO2 emissions dataset is included in both its standard, absolute form, and per capita, with associated metadata files in JSON format. A file indicating the source(s) of each data point is also provided.

This is the initial release of the 2025 dataset.
DOI: 10.15468/dl.6c4muj
title: Occurrence Download

description: A dataset containing 1831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobesia botrana"
 ]
}

 The dataset includes 1831 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014617-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swfx6b
title: Occurrence Download

description: A dataset containing 652824 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 (Ophryosporus pinifolius, Achnatherum calamagrostis, Chordifex chaunocoleus, Eragrostis falcata, Scaevola calendulacea, Onosma helleri, Roepera glauca, Scaevola glabrata, Tuctoria fragilis, Jurinea blanda, Roepera lobulata, Triodia dielsii, Fascicularia bicolor, Schoenus deformis, Phyllodoce breweri, Elyhordeum stebbinsianum, Piaranthus punctatus, Abutilon ramosum, Jacobaea erratica, Carex bracteosa, Digitalis ikarica, Coronilla dura, Carex nigra, Picconia excelsa, Carex mabilliana, Elyhordeum rouxii, Kumara plicatilis, Agrostis glabra, Agrostis perennans, Bituminaria morisiana, Ageratina viscosissima, Bursera bipinnata, Parakeelya baccata, Hemionitis morla, Brachyloma depressum, Adenocarpus hispanicus, Philotheca sericea, Philotheca fitzgeraldii, Olearia cassiniae, Parakeelya liniflora, Senna cardiosperma, Hemionitis peninsularis, Senna pilocarina, Zaqiqah mucronata, Parakeelya brevipedata, Cycnium tubulosum, Helichrysum sanguineum, Hemionitis viscida, Hemionitis nudiuscula, Philotheca epilosa, Hemionitis sieberi, Draba nuda, Cassipourea malosana, Chrysopogon fallax, Hemionitis calomelanos, Acacia amputata, Caroxylon tetramerum, Reichardia intermedia, Senega glochidata, Turanecio eriospermus, Cologania broussonetii, Penstemon bicolor, Cynoglossum tubiflorum, Gibbaeum nebrownii, Acacia latior, Draba sharsmithii, Caroxylon melananthum, Succisella carvalhoana, Stephanotis ernstmeyeri, Acacia nigricans, Monolopia congdonii, Philotheca pachyphylla, Acacia depressa, Hemionitis pringlei, Hemionitis covillei, Fibigia clypeata, Plantago pilgeriana, Annesorhiza lateriflora, Gomphocarpus fruticosus, Anacampseros lavbleckiana, Habenaria lefebureana, Anacampseros arachnoides, Brunia cordata, Habenaria falcicornis, Limonium opulentum, Spergularia villosa, Psoralea fruticans, Mcneillia pseudosaxifraga, Dietes iridioides, Limonium effusum, Braunsia stayneri, Psoralea accrescens, Diospyros pubescens, Wurmbea marginata, Vaccinium stenophyllum, Malacocera tricornis, Gilia latimeri, Spergularia diandra, Carrichtera annua)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 652824 records from 1541 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014600-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnjubq
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -90,0 -90,0 -60,-30 -60,-30 -90))"
 ]
}

 The dataset includes 338 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012067-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/54c-nne-88r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wex-64y-2q1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdy-v54-p1e
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1b-x9x-g1e
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pwb-rgr-fhc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4h-rq1-dz2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tzv-s3v-qaj
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lat-ygt-k9z
title: †Cladiscites beyrichi Welter, 1914

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sq0-xjt-6y0
title: Loxoconcha hastata (Reuss, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jy-lxp-0bv
title: †Onychocella cyclostoma (Goldfuss, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayw-ez8-xxl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fk-6ap-wed
title: †Parakrithe dactylomorpha Ruggieri, 1962

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0q6-vc3-3q1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxs-5s8-lfd
title: Bochianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xw-ndm-lz2
title: †Placites perauctus (von Mojsisovics, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79d-vtp-74p
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6w-1xc-yw7
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.