cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5jh76q
title: Occurrence Download

description: A dataset containing 16427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petromyzon marinus Linnaeus, 1758"
 ]
}

 The dataset includes 16427 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008328-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m993wc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera ammophila × biennis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008330-250127130748423/datasets/export for details.
DOI: 10.15468/dl.e2jq2g
title: Occurrence Download

description: A dataset containing 29911 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schinus terebinthifolia Raddi"
 ]
}

 The dataset includes 29911 records from 489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008329-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15734419
title: Sexting and Sextortion Among Czech Adolescents: A Case-Based Qualitative Analysis

description: This dataset contains sensitive case-based data derived from a children's counseling service. Although all data have been appropriately anonymized, they remain ethically sensitive due to the nature of the cases involved.

Access to the dataset is therefore restricted and will only be granted in justified cases — such as peer-review purposes, academic research with appropriate ethical clearance, or similar well-founded requests. Interested parties are required to contact the dataset authors with a detailed justification for access.
DOI: 10.5281/zenodo.15734420
title: Sexting and Sextortion Among Czech Adolescents: A Case-Based Qualitative Analysis

description: This dataset contains sensitive case-based data derived from a children's counseling service. Although all data have been appropriately anonymized, they remain ethically sensitive due to the nature of the cases involved.

Access to the dataset is therefore restricted and will only be granted in justified cases — such as peer-review purposes, academic research with appropriate ethical clearance, or similar well-founded requests. Interested parties are required to contact the dataset authors with a detailed justification for access.
DOI: 10.15468/dl.dnkjq6
title: Occurrence Download

description: A dataset listing the 90303 species recorded in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5059.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 90303 records were derived from 4215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013280-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3082901/2547956
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082902/2547957
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082904/2547958
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082907/2547959
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082910/2547960
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082911/2547961
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082912/2547962
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082913/2547963
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082916/2547964
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082917/2547965
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3082918/2547966
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.vkzgwg
title: Occurrence Download

description: A dataset containing 83643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.36_1",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata",
 "Year 2011-2021"
 ]
}

 The dataset includes 83643 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084199-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ilxifv
title: Diversity of bacterioneuston and bacterioplankton in coastal waters of Misaki, Japan

description: Deep sequencing of environmental DNA from surface microlayer obtained using polycarbonate membrane (depth= 33 micrometer), glass plate (depth=42 micrometer) and drum sampler (depth=35 micrometer). The bacterial communities obtained using these three surface microlayer samplers were compared to control underlying water obtained from the depth of 20 cm.
DOI: 10.5281/zenodo.15672730
title: Proteomic raw data "An inactivated vaccine against acquired Toxoplasma gondii infection in pigs as a tool to minimize the zoonotic transmission risk"
DOI: 10.5281/zenodo.15672729
title: Proteomic raw data "An inactivated vaccine against acquired Toxoplasma gondii infection in pigs as a tool to minimize the zoonotic transmission risk"
DOI: 10.15468/dl.rvngb6
title: Occurrence Download

description: A dataset containing 3733 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 narcissiflorum)"
 ]
}

 The dataset includes 3733 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011397-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/npwqpu
title: Taxonomic composition of microbial communities in coastal Arctic sediments

description: The taxonomic composition of microbial communities was examined in two sediment cores taken off the coast of Alaska in the Beaufort Sea in 2009. One of the cores (PC10) had low methane concentrations while the deep depths of the other core (PC12) had high concentrations. To examine community composition, variable regions V6-V8 of 16S rRNA genes were amplified using primers 926F and 1392R and the products were sequenced by pyrosequencing. The analyses indicated that bacteria made up &gt;95% of all sequences while eukaryotes contributed about 3% of the total. Less than 1% of all sequences could be assigned to archaea. Archaea were relatively more abundant in the methane-rich core than in the methane-poor core. Deltaproteobacteria were most abundant in the surface layer of both cores, then decrease in relative abundance as depth increased.
DOI: 10.15468/sxc59u
title: Eukaryotic natural population from Northern Baffin Bay - Raw sequence reads

description: This BioProjects contain raw sequences reads of 18S rRNA and rDNA from natural populations in Northern Baffin Bay from surface and 20m depth.
DOI: 10.15468/jt3l92
title: INVESTIGATING THE MICROBIAL EUKARYOTIC COMMUNITIES IN THE SURFACE WATERS OF THE ARAFURA SEA AND CORAL SEA

description: WE INVESTIGATED THE DIVERSITY OF MICROBIAL EUKARYOTES IN THE SURFACE WATERS OF THE ARAFURA SEA, TORRES STRAIT AND CORAL SEA, USING FLOW CYTOMETRY AND HIGH-THROUGHPUT SEQUENCING OF THE V9 REGION OF THE 18S rRNA GENE.
DOI: 10.15468/dl.q9ufsz
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((100.56337 35.27107,108.71088 14.70827,155.85015 30.1627,137.67987 46.26376,100.56337 35.27107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex laticeps"
 ]
}

 The dataset includes 39 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011398-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p2sjj2
title: Amplicon sequencing of Tara Oceans DNA samples corresponding to size fractions for large DNA viruses.

description: Seawater was filtered from different depths to retain small cell sizes (Girus Organisms). The DNA was extracted and amplified by PCR.
DOI: 10.15468/dl.nhkymw
title: Occurrence Download

description: A dataset containing 5827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, North America, South America)",
 "TaxonKey is Argyrochosma"
 ]
}

 The dataset includes 5827 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011376-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190701
title: Research Data for "Structural Risks in China's Education System: Overemphasis on Disciplinary Depth in the AGI Era"

description: This dataset contains the raw survey data and variable constructs used in the empirical analysis of the paper "Structural Risks in China's Education System: Overemphasis on Disciplinary Depth in the AGI Era". The sample includes 1,996 college students across China, covering dimensions such as education structure, interdisciplinary integration ability, innovation ability, human-AI collaboration ability, and future employability. All variables were measured using 5-point Likert-type scales. The data was collected via structured questionnaires and used to test the theoretical framework of "education structure – ability cultivation – future employability" in the context of the AGI era.This dataset is provided for research replication and secondary analysis purposes.
DOI: 10.5281/zenodo.17190702
title: Research Data for "Structural Risks in China's Education System: Overemphasis on Disciplinary Depth in the AGI Era"

description: This dataset contains the raw survey data and variable constructs used in the empirical analysis of the paper "Structural Risks in China's Education System: Overemphasis on Disciplinary Depth in the AGI Era". The sample includes 1,996 college students across China, covering dimensions such as education structure, interdisciplinary integration ability, innovation ability, human-AI collaboration ability, and future employability. All variables were measured using 5-point Likert-type scales. The data was collected via structured questionnaires and used to test the theoretical framework of "education structure – ability cultivation – future employability" in the context of the AGI era.This dataset is provided for research replication and secondary analysis purposes.
DOI: 10.15468/acj7ua
title: eDNA metabarcoding enriches traditional trawl survey data for monitoring biodiversity in the marine environment - Dataset 2 (12S rRNA genetic marker)

description: Marine Protected Areas require comprehensive monitoring to ensure objectives are achieved; however, monitoring natural ecosystems at scale is challenged by the biodiversity it aims to measure. Environmental DNA (eDNA) metabarcoding holds promise to address this monitoring challenge. We conducted paired sampling at 54 sites for fish and invertebrate assemblages in the Northwest Atlantic using groundfish trawls and eDNA metabarcoding of benthic seawater using four genetic markers (12S rRNA, 16S rRNA, 18S rRNA, and CO1). This dataset is from the 12S rRNA genetic marker only; results from the 16S marker are also available within GBIF.

Compared to trawling, eDNA detected similar patterns of species turnover, larger estimates of gamma diversity, and smaller estimates of alpha diversity. A total of 63.6% (42/66) of fish species captured by trawling were detected by eDNA, along with an additional 26 species. Of the 24 missed detections by eDNA, 12 were inevitable as they lacked reference sequences. We demonstrate that eDNA is capable of detecting patterns of community assemblage and species turnover in an offshore environment, emphasizing its strong potential for a non-invasive, comprehensive, and scalable tool for biodiversity monitoring supporting marine conservation programmes.

This work was published by He et al. (2023) in the ICES Journal of Marine Science (DOI: 10.1093/icesjms/fsad083).
[This dataset was processed using the GBIF Metabarcoding Data Toolkit.]
DOI: 10.15468/dl.tcakgb
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera uncia"
 ]
}

 The dataset includes 242 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011401-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gu6cpz
title: 18S rDNA amplicon sequencing of NEREA size-fractionated samples

description: Analysis of the V9 region of 18S rDNA through amplicon sequencing. Samples were collected monthly across different sampling sites in the Gulf of Naples (Italy). Seawater was collected at different depths and subjected to size fractionation filtering. The DNA was extracted and amplified by PCR.
DOI: 10.15468/dl.vsdprb
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011404-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cgqum
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus ochrus",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011406-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4dyo6y
title: sea water bacteria Raw sequence reads

description: Here, we use high throughput sequencing to investigate bacterial diversity and community structure in seawater of the of Zhoushan archipelago. The large amount of data that was obtained and will lay foundations for further biological research in the east china sea.
DOI: 10.15468/zetyir
title: Eukaryotic diversity in Central Park

description: Soil biota play key roles in the functioning of terrestrial ecosystems, however, compared to our knowledge of aboveground plant and animal diversity, the biodiversity found in soils remains largely uncharacterized. Here we present an assessment of soil biodiversity and biogeographical patterns across Central Park in New York City that spanned all three domains of life, demonstrating that even an urban, managed system can harbor large amounts of undescribed soil biodiversity. Despite high variability across the Park, belowground diversity patterns were predictable based on soil characteristics, with prokaryotic and eukaryotic communities exhibiting overlapping biogeographical patterns. Further, Central Park soils harbored nearly as many distinct soil microbial taxa and types of soil communities as we found in biomes across the globe (including arctic, tropical and desert soils). This integrated cross-domain investigation highlights that the amount and patterning of novel and uncharacterized diversity at a single urban location matches that observed across natural ecosystems spanning multiple biomes and continents. Our data therefore suggest that the dominant factors controlling soil biodiversity differ markedly to those controlling aboveground plant and animal diversity.
DOI: 10.15468/airehu
title: Protists tag sequencing of 18S rRNA HV 9

description: First comprehensive description of protist community diversity in meso- bathypelagic regions of the Ross Sea (Antarctica)
DOI: 10.6084/m9.figshare.30196534
title: <b>Data and codes used in</b> "<b>Compound-specific nitrogen isotope analysis reveals distinct nitrogen metabolism in mycoheterotrophic plants</b>"

description: All the data and codes used in "Compound-specific nitrogen isotope analysis reveals distinct nitrogen metabolism in mycoheterotrophic plants". Documented project structure, requirements, and usage in Readme.md
DOI: 10.6084/m9.figshare.30196534.v1
title: <b>Data and codes used in</b> "<b>Compound-specific nitrogen isotope analysis reveals distinct nitrogen metabolism in mycoheterotrophic plants</b>"

description: All the data and codes used in "Compound-specific nitrogen isotope analysis reveals distinct nitrogen metabolism in mycoheterotrophic plants". Documented project structure, requirements, and usage in Readme.md
DOI: 10.15468/99a81z
title: Exploring Fronts With Multiple Robots Schmidt Ocean Institute Cruise to the Pacific Ocean in 2018

description: Samples were obtained during the Schmidt Ocean Institute cruise "Exploring Fronts With Mutiple Robots" to the Pacific Ocean in 2018 (https://schmidtocean.org/cruise/exploring_fronts_with_multiple_aerial-surface-underwater-vehicles/). Water samples for microplankton analysis were collected using a multi water sampler (rosette) from the research vessel "Falkor" and concentrated on board in a 0.2 m Sterivex filter. This expedition target the Subtropical Front, located approximately 1,000 nautical miles off the coast of Southern California. The study includes samples from: (i) amplicon sequencing after 18S amplification by PCR using TAReuk454FWD1/ TAReukREV3_modified primer set and (ii) amplicon sequencing after 16S amplification by PCR using 515F/926R primer set. Libraries were constructed according to Illumina Library protocol.
DOI: 10.15468/dl.aht52v
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011407-250920141307145/datasets/export for details.
DOI: 10.15468/cyqvzd
title: Marine metagenome ICM_ABR

description: Diversity of active microbial communities in surface seawaters along a north-south transect in the South Pacific Ocean.
DOI: 10.15468/1rhojh
title: Composition and genetic diversity of picoeukaryotes in subtropical coastal waters as revealed by 454 sequencing-by-synthesis

description: Information on genetic diversity of picoeukaryotes (&lt;2 to 3 µm) comes mainly from traditional gene cloning and sequencing. However, the method suffers from cloning biases and limited throughput. We studied the composition and genetic diversity of picoeukaryotes off the subtropical western Pacific coast using cloning-independent and massively parallel 454 pyrosequencing of the hypervariable V4 region of the 18S rRNA gene. The approach gave a high coverage of the community at genetic difference &gt;=5% but still underestimated the total diversity at genetic difference &lt;=2%. Picoeukaryotic assemblage in the eutrophic site was less diverse than that with low chlorophyll a biomass. Stramenopiles, dinoflagellates, ciliates and prasinophytes were the dominant groups, comprising approximately 29, 19, 11 and 11% of the picoeukaryotes respectively. A differential spatial distribution of high-level taxonomic groups and phylotype OTUs of picoeukaryotes was observed between samples. Our study represents the most comprehensive examination of marine picoeukaryotic diversity to date, using the 454 sequencing-by-synthesis technology for the first time.
DOI: 10.15468/l7faem
title: marine sediment Raw sequence reads

description: surface coastal sediment
DOI: 10.15468/dl.qghkjy
title: Occurrence Download

description: A dataset containing 9076 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 neapolitanum)"
 ]
}

 The dataset includes 9076 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011409-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz72uz
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acraea acerata, Acraea encedon)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2011"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011408-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190433
title: ADS-B anomaly detection in the surveillance of low-altitude aircrafts
DOI: 10.15468/zfy6nj
title: ZRCWD sediment metagenome Metagenome

description: To investigate the influence of wetland types on the composition and structure of microbial communities.
DOI: 10.15468/dl.4zy4jj
title: Occurrence Download

description: A dataset containing 5104818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-111.14 -41.3,123.42 -41.3,123.42 46.6,-111.14 46.6,-111.14 -41.3))",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 5104818 records from 1918 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011096-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrr9eh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria crassistigma O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064341-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee3f38
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "StateProvince is one of (Goiás, GOias)",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 1073 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250393-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8fger
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenostephanus tachirensis (Wassh.) J.R.I.Wood"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236747-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.