cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nd2w9q
title: Occurrence Download

description: A dataset containing 2025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyalyris coeno, Catopsilia, Nymphalis l-album, Chilades laius, Polyommatus semiargus, Lachnoptera ayresii, Junonia villida, Nymphalis vaualbum, Hypolimnas salmacis, Belenois gidica, Arhopala araxes, Pteronymia asopo, Sevenia occidentalium, Dynastor darius, Dircenna jemina, Delias sanaca, Appias sylvia, Episcada sylpha, Elodina claudia, Appias leis, Papilio ulysses, Theclinesthes onycha, Memphis philumena, Celatoxia, Acraea encedon, Eutresis hypereia, Euptychia jesia, Eunica maia, Catopsilia florella)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2011"
 ]
}

 The dataset includes 2025 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011525-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/pt8fxx
title: Seawater free living bacterioplankton

description: To study the relationships between bacterioplankton community composition and environmental factors between different sampling scales.
DOI: 10.15468/dl.kdct9y
title: Occurrence Download

description: A dataset containing 2414 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 (Allium subhirsutum)"
 ]
}

 The dataset includes 2414 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011526-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfhpq5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deinopis amica Schiapelli & Gerschman, 1957"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017489-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/2rnygk
title: Soil microbial distribution

description: Soil microbial distribution in agricultural lands
DOI: 10.15468/cnuwr8
title: Microbial mats and sediments from Atacama

description: Atacama region in Chile is one of the most arid locations in the world. Extreme conditions in the area include: high UV irradiation, hypersalinity, drastic temperature changes, and desiccation. Hypersaline lakes can be found in this environment, and therein, bacterial communities thrive, forming different structures and colonizing varied niches. Given that the conditions in the lakes have important seasonal changes, including mainly temperature and dissecation, it is interesting to study the composition and evolution of these communities, and also its influence in the biogeochemical setting. In this dataset of bacterial diversity assessed by pyrosequencing V4 region of 16S rRNA gene, microbial mats and sediments from several lakes in Atacama region in Chile, including Coposa, Pucsa, Llamara, and Cejar, were analyzed.
DOI: 10.15468/pvsz6d
title: Two metagenomes from outflow channels of Lost Hammer ultrasaline, perennial spring from Canadian High Arctic.

description: Characterization of microorganisms that thrive in extreme habitats, often called extremophiles, enable us to understand how biology functions at the frontiers of life. This knowledge allows us to model the potential habitability of environments in Solar System bodies such as Mars and Jupiter's icy moon Europa, as well as understand the long-term evolution and fate of microbial life on Earth. The samples for this study were collected from immediate surroundings of a cold, hypersaline spring in the Canadian Arctic as planetary analogue for Europa.
DOI: 10.15468/zsnnp6
title: CEFS_16S_ITS

description: soil 16S and ITS amplicon from different ecosystems
DOI: 10.15468/qjmobn
title: Ecological succession leads to chemosynthesis in mats colonizing wood in sea water

description: We used amplicon and metagenomic sequencing combined with fluorescence in situ hybridization (FISH) to test whether a microbial succession occurs during mat formation and whether the wood fall mats present chemosynthetic features
DOI: 10.15468/dl.xzwwrw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus elegans",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011528-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s2mwh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011529-250920141307145/datasets/export for details.
DOI: 10.15468/jmllaj
title: Meta_Kosmos

description: Bacterial diversity patterns in response to ocean acidification.
DOI: 10.15468/3y7vxy
title: Particle -attached and free-living archaea from surface waters of kongsfjorden

description: particle-attached and free-living archaea kongsfjorden
DOI: 10.5281/zenodo.17191258
title: Italian TV Series Sample

description: Here is a detailed description of all variables (columns) contained in the sample of Italian TV series: 








episode_name – A unique episode label that encodes metadata (including year, distributor, IMDb code, series title, season, and episode). Each entry is distinct. 










year – The year of the episode (ranging across 24 years, e.g., 2000–2023). 










macro_distributor – Broad category of the distributor: Rai, Mediaset, or Other. 










macro_genre – Broad genre classification: Soap Opera, Drama, or Comedy. 










IMDb code – Unique IMDb identifier for each TV series episode (e.g., tt1656930). 










series_title – The TV series name (e.g., Un posto al sole). 










season – The season number of the TV series (e.g., 1, 2, 3). 










episode – The episode number within a season. (e.g., 1, 2, 3). 










duration_seconds – Episode length in seconds (e.g., 1400 seconds). 










duration_hours_and_minutes – Episode length expressed in hours/minutes/seconds format (e.g., 0:24:22). 










strata – Heterogeneous dataset sub-groups based on the combination of the stratification variables, namely year + macro_genre + macro_distributor (e.g., 2002_Soap Opera_Mediaset). 










n_of_episodes – The number of episodes represented in that row (almost always 1, sometimes 2 because of the redistribution of the weighting coefficients due to occasional episode unavailability). 










weight_to_true_value – The weighting coefficient of each episode, to scale the observation toward population estimates. 










episodes_in_sample_weighted – The weighted coefficient of each stratum, to scale the observation toward population estimates.
DOI: 10.5281/zenodo.17191257
title: Italian TV Series Sample

description: Here is a detailed description of all variables (columns) contained in the sample of Italian TV series: 








episode_name – A unique episode label that encodes metadata (including year, distributor, IMDb code, series title, season, and episode). Each entry is distinct. 










year – The year of the episode (ranging across 24 years, e.g., 2000–2023). 










macro_distributor – Broad category of the distributor: Rai, Mediaset, or Other. 










macro_genre – Broad genre classification: Soap Opera, Drama, or Comedy. 










IMDb code – Unique IMDb identifier for each TV series episode (e.g., tt1656930). 










series_title – The TV series name (e.g., Un posto al sole). 










season – The season number of the TV series (e.g., 1, 2, 3). 










episode – The episode number within a season. (e.g., 1, 2, 3). 










duration_seconds – Episode length in seconds (e.g., 1400 seconds). 










duration_hours_and_minutes – Episode length expressed in hours/minutes/seconds format (e.g., 0:24:22). 










strata – Heterogeneous dataset sub-groups based on the combination of the stratification variables, namely year + macro_genre + macro_distributor (e.g., 2002_Soap Opera_Mediaset). 










n_of_episodes – The number of episodes represented in that row (almost always 1, sometimes 2 because of the redistribution of the weighting coefficients due to occasional episode unavailability). 










weight_to_true_value – The weighting coefficient of each episode, to scale the observation toward population estimates. 










episodes_in_sample_weighted – The weighted coefficient of each stratum, to scale the observation toward population estimates.
DOI: 10.15468/glshfg
title: ARK26/3_Station212 Targeted Locus (Loci)

description: ARK26/3_Station212_Protist
DOI: 10.5281/zenodo.17190833
title: Sample dataset for glacial lake segmentation

description: This sample dataset contains 428 pairs of multi-modal imagery and manually annotated labels for glacial lake segmentation.





Each image is a 256×256 multi-band TIFF file derived from Sentinel-1 SAR, Sentinel-2 optical imagery, and SRTM DEM obtained via Google Earth Engine (GEE).




The dataset provides manual annotations ("label_corrected" ) and labels refined by the ST-CAGL ("label_uncorrected").




This subset enables reproduction of the experiments in our paper:“Prior Knowledge-Informed Semantic Segmentation Framework for Precise Glacial Lake Mapping from Multimodal Imagery”.



Only this sample (428 pairs) is released here. For access to additional data, please contact the author.
DOI: 10.5281/zenodo.17190834
title: Sample dataset for glacial lake segmentation

description: This sample dataset contains 428 pairs of multi-modal imagery and manually annotated labels for glacial lake segmentation.





Each image is a 256×256 multi-band TIFF file derived from Sentinel-1 SAR, Sentinel-2 optical imagery, and SRTM DEM obtained via Google Earth Engine (GEE).




The dataset provides manual annotations ("label_corrected" ) and labels refined by the ST-CAGL ("label_uncorrected").




This subset enables reproduction of the experiments in our paper:“Prior Knowledge-Informed Semantic Segmentation Framework for Precise Glacial Lake Mapping from Multimodal Imagery”.



Only this sample (428 pairs) is released here. For access to additional data, please contact the author.
DOI: 10.15468/dl.ds2bgu
title: Occurrence Download

description: A dataset containing 2 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 (Allium tataricum)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011530-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gzripw
title: Protistan plankton diversity along salt gradient

description: High-throughput pyro-sequencing was used to investigate protistan diversity in solar saltern ponds
DOI: 10.15468/dl.zn6eg2
title: Occurrence Download

description: A dataset containing 6660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodotypos scandens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6660 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/5axtcc
title: DNA metabarcoding of the prey and microbiome of museum specimen Antarctic trematomid fishes

description: In this dataset, stomachs and hindguts were sampled from 225 Trematomus specimens from the Natural History Museum London. Fish specimen were collected between 20 and 100 years ago and fixed in either formaldehyde or ethanol. A 313 bp fragment of the cytochrome c oxidase subunit I (COI) was amplified and sequenced for prey item identification in the stomach and a 450 bp region of the 16S rRNA gene to investigate microbiome composition in the gut system.
DOI: 10.5281/zenodo.17171618
title: Extended data: The role of antimicrobial prophylaxis in the treatment of snakebite: a systematic review

description: Extended data for named publication (referenced in publication text).
DOI: 10.5281/zenodo.17171619
title: Extended data: The role of antimicrobial prophylaxis in the treatment of snakebite: a systematic review

description: Extended data for named publication (referenced in publication text).
DOI: 10.15468/rfgu1s
title: Surface ocean Targeted Locus (Loci)

description: 18S rRNA gene was targeted in environmental samples from surface water in the Chukchi Sea to assess diversity of the eukaryotic protist community.
DOI: 10.15468/dl.d5e2aq
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canthium coromandelicum"
 ]
}

 The dataset includes 331 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011532-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dgcms
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/cveils
title: Sediment saline lake Grevelingen (Netherlands) Raw sequence reads

description: Microbial diversity in sediment of the saline lake Grevelingen (Netherlands)
DOI: 10.15468/dl.8d243f
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011534-250920141307145/datasets/export for details.
DOI: 10.15468/u9yhge
title: A long-standing complex tropical dipole shapes marine microbial biogeography

description: Dipole eddies are mesoscale oceanographic features consisted of a cyclonic eddy and an anticyclonic eddy that function as a two-way biological pump, accumulating plankton production by pumping nutrient into the euphotic zone and accelerating the transport of organic matter into deep ocean, respectively. Dipoles happened frequently in the ocean with a duration from a few days to several months, resulting in significant impacts on local and global oceanic biological, ecological and geochemical processes. To better understand how dipole shape microbial community, we examined depth-resolved distributions of microbial communities across a dipole in the South China Sea. Our data demonstrated the dipole had a substantial influence on the microbial distributions and community structures both vertically and horizontally. Large Alpha- and Beta- diversity differences were observed between anticyclonic eddy and cyclonic eddy in surface and subsurface layers, consistent with distribution changes of major OTUs in the dipole with effects of uplifted, downward transported, enriched, depleted, horizontally transported. The edge of dipole might also cause strong vertical water movement indicated by Prochlorococcus and Synechococcus. Our findings suggest that dipole with its unique physical features might act as a driver for the distribution and diversity of microbial community.
DOI: 10.15468/3fznck
title: Green alder encroachment shapes microbial diversity in subalpine soils.

description: Green alder encroachment shapes microbial diversity in subalpine soils.
DOI: 10.2908/tus_00age
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Hauptaktivität nach Geschlecht und Altersgruppe (2000 und 2010)
title: Time spent, participation time and participation rate in the main activity by sex and age group (2000 and 2010)
title: Temps passé, temps de participation et taux de participation dans l'activité principale par sexe et groupe d'âge (2000 et 2010)
DOI: 10.2908/tus_00age2
title: Temps passé, temps de participation et taux de participation dans l'activité secondaire par sexe et groupe d'âge (2000 et 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Nebenaktivität nach Geschlecht und Altersgruppe (2000 und 2010)
title: Time spent, participation time and participation rate in the secondary activity by sex and age group (2000 and 2010)
DOI: 10.2908/tus_00educ
title: Time spent, participation time and participation rate in the main activity by sex and educational attainment level (2000 and 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Hauptaktivität nach Geschlecht und Bildungsabschluss (2000 und 2010)
title: Temps passé, temps de participation et taux de participation dans l'activité principale par sexe et le niveau d'éducation atteint (2000 et 2010)
DOI: 10.2908/tus_00educ2
title: Time spent, participation time and participation rate in the secondary activity by sex and educational attainment level (2000 and 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Nebenaktivität nach Geschlecht und Bildungsabschluss (2000 und 2010)
title: Temps passé, temps de participation et taux de participation dans l'activité secondaire par sexe et niveau d'éducation atteint (2000 et 2010)
DOI: 10.2908/tus_00hhstatus
title: Time spent, participation time and participation rate in the main activity by sex and household composition (2000 and 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Hauptaktivität nach Geschlecht und Haushaltszusammensetzung (2000 und 2010)
title: Temps passé, temps de participation et taux de participation dans l'activité principale par sexe et composition du ménage (2000 et 2010)
DOI: 10.2908/tus_00hhstatus2
title: Temps passé, temps de participation et taux de participation dans l'activité secondaire par sexe et composition du ménage (2000 et 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Nebenaktivität nach Geschlecht und Haushaltszusammensetzung (2000 und 2010)
title: Time spent, participation time and participation rate in the secondary activity by sex and household composition (2000 and 2010)
DOI: 10.2908/tus_00selfstat
title: Temps passé, temps de participation et taux de participation dans l'activité principale par sexe et statut au regard de l'emploi auto-déclaré (2000 et 2010)
title: Zeitverwendung, Teilnahmezeit und Teilnahmerate für die Hauptaktivität nach Geschlecht und selbsterklärtem Erwerbsstatus (2000 und 2010)
title: Time spent, participation time and participation rate in the main activity by sex and self-declared labour status (2000 and 2010)
DOI: 10.2908/tus_20period
title: Time spent in the main activity by sex and period of the year
title: Temps passé dans l'activité principale par sexe et période de l'année
title: Zeitverwendung für die Hauptaktivität nach Geschlecht und Zeitraum des Jahres

description: The table provides information on the main activities individuals do during the 24 hours using three units of measure: Time spent: mean time spent on the activities by all individuals; Participation time: mean time spent in the activities by those individuals who took part in the activity; Participation rate: the proportion of the individuals that spent some time doing the activities. Period of the year (month, season, quarter) and sex can be used as breakdowns. Data have been collected between 2020 and 2026.
description: Le tableau fournit des informations sur les activités principales des individus au cours des 24 heures, en utilisant trois unités de mesure : Temps passé : le temps moyen consacré aux activités par l'ensemble des individus ; Temps de participation : le temps moyen passé dans les activités par les individus qui y ont participé ; Taux de participation : la proportion d'individus ayant consacré du temps aux activités. La période de l'année (mois, trimestre, saison) et le sexe peuvent être utilisés comme critères de ventilation. Les données ont été collectées entre 2020 et 2026.
description: Die Tabelle bietet Informationen über die Hauptaktivitäten, die Personen innerhalb von 24 Stunden ausüben, unter Verwendung von drei Maßeinheiten: Aufgewendete Zeit: durchschnittliche Zeit, die alle Personen mit den Aktivitäten verbringen; Teilnahmedauer: durchschnittliche Zeit, die jene Personen mit den Aktivitäten verbringen, die an der Aktivität teilgenommen haben; Teilnahmequote: der Anteil der Personen, die einige Zeit mit den Aktivitäten verbracht haben. Zeitraum des Jahres (Monat, Jahreszeit, Quartal) und Geschlecht können als Untergliederungen verwendet werden. Die Daten wurden zwischen 2020 und 2026 gesammelt.
DOI: 10.2908/tus_20startime
title: Participation rate in the main activity (wide groups) by sex and time of the day
title: Taux de participation dans l'activité principale (grands groupes) par sexe et heure de la journée
title: Teilnahmerate für die Hauptaktivität (breite Gruppen) nach Geschlecht und Tageszeit

description: The table provides information on the main activities individuals do during the 24 hours using as unit of measure: Participation rate: the proportion of the individuals that spent some time doing the activities.Time of the day and sex can be used as breakdowns. Data have been collected between 2020 and 2026.
description: Le tableau fournit des informations sur les activités principales des individus au cours des 24 heures, en utilisant l'unité de mesure : Taux de participation : la proportion d'individus ayant consacré du temps aux activités. L'heure de la journée et le sexe peuvent être utilisés comme critères de ventilation. Les données ont été collectées entre 2020 et 2026.
description: Die Tabelle bietet Informationen über die Hauptaktivitäten, die Personen innerhalb von 24 Stunden ausüben, und verwendet als Maßeinheit: Teilnahmequote: der Anteil der Personen, die einige Zeit mit den Aktivitäten verbracht haben. Tageszeit und Geschlecht können als Untergliederungen verwendet werden. Die Daten wurden zwischen 2020 und 2026 gesammelt.