cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/2zvcmr
title: Metabarcoding study of protist in dimictic Lake Roś, Poland

description: This dataset includes protist V9 18S rDNA metabarcoding data from water samples collected in Lake Roś, northeastern Poland. It is associated with the publication: Michał Karlicki, Anna Bednarska, Paweł Hałakuc, Kacper Maciszewski, and Anna Karnkowska (2024) Spatio-temporal changes of small protist and free-living bacterial communities in a temperate dimictic lake: insights from metabarcoding and machine learning, FEMS Microbiology Ecology, Volume 100, Issue 8, fiae104, https://doi.org/10.1093/femsec/fiae104. The raw data are available in the European Nucleotide Archive (ENA) under project PRJEB71447 (ERP156246). The dataset was processed using the GBIF Metabarcoding Data Toolkit.[This dataset was processed using the GBIF Metabarcoding Data Toolkit.]
DOI: 10.13131/gj50-d735
title: Gli insediamenti preistorici di Contrada Piane (Gagliano C.) e di Contrada Spirini (Nicosia)
DOI: 10.15468/dl.aemw43
title: Occurrence Download

description: A dataset containing 26861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1921"
 ]
}

 The dataset includes 26861 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011473-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/e3ypk8
title: MGYS00005313
DOI: 10.15468/bwahc3
title: Tyrolerfjord-Young Sound 16S raw sequence reads

description: V1-V2 region of 16S rRNA genes sequenced using Illumina; samples were collected from three rivers and in the fjord of the Tyrolerfjord-Young Sound system.
DOI: 10.7807/immo:redc:suf:v1
title: RWI Commercial Real Estate Data - SUF

description: ImmoScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the RWI-GEO-REDC data only cover commercial properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the property but also automatically generated items like the duration of the advertisement spell. 
description: ImmoScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the RWI-GEO-REDC data only cover commercial properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the property but also automatically generated items like the duration of the advertisement spell. 
description: RWI-GEO-REDC
description: RWI-GEO-REDC
description: Computer-based observation
description: All commercial properties listed on ImmoScout24
description: All commercial properties listed on ImmoScout24
description: Full sample
DOI: 10.15468/uc3naq
title: North Sea plastic incubation and reference communities, raw sequence reads

description: The study investigated the influence of seasonal and biogeographical factors on composition and structure of microbial communities colonizing plastic water bottles in the North Sea. Additionally, glass slides and background seawater were sampled.
DOI: 10.15468/x6grfq
title: Microbial Processes and Biodiversity: OCEAN

description: Study of microbial communities (16S rRNA and 18S rRNA genes) in two coastal oceans observatories located in contrasting latitudes: (i) Equatorial Atlantic Ocean - Equatorial Atlantic Microbial Observatory (EAMO) and (ii) Mediterranean Sea - Blanes Bay Microbial Observatory (BBMO).
DOI: 10.15468/wzcryt
title: Antarctic pack ice Bacterial (16S) communities

description: Amplicon sequencing dataset of Bacterial communities (16S ssu rRNA gene) in pack ice from the Southern Ocean, near Antarctica.
DOI: 10.13131/k0m6-7c97
title: Le indagini invasive e non invasive della prima fase dell’archeologia preventiva nell’area archeologica di Contrada Cuticchi nel quadro del paesaggio rurale di età romana degli Erei
DOI: 10.15468/govslr
title: Old Rifle sediment Raw sequence reads

description: A systematic column study compared the interactive effects of acetate amendment, sediment geochemistry, and bacterial community composition on in-situ bioremediation of U(VI) using sediments from the subsurface at the U.S. Department of Energys Integrated Field Research Challenge site in Rifle, Colorado that were either contaminated or non-contaminated by a uranium plume.
DOI: 10.34740/kaggle/dsv/13156786
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/k765zk
title: microbial community diversities of Tuosu Lake

description: Detecting the bacterial, archaeal and fungal population diversities in Tuosu Lake
DOI: 10.15468/famz1c
title: Prince Edward Island marine metgenome Raw sequence reads

description: Marine and terrestrial ecosystems of the Prince Edward islands (PEIs) are reciprocally connected and any changes in the community composition of one ecosystem will directly influence the other. In the present study, we investigated the pelagic marine microbial community structure (Bacteria, Phytoplankton and Archaea) and dynamics in the PEIs inshore coastline by high throughput sequencing technologies (pyrosequencing). The study revealed temporal shifts in the bacterial community composition during the period of 2012 to 2015.
DOI: 10.13131/acfn-3v85
title: La seconda fase delle indagini archeologiche preventive per la realizzazione del raddoppio della linea ferrata Catania Palermo presso la località Cuticchi (Assoro-Enna)
DOI: 10.15468/dl.fnpw4n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011490-250920141307145/datasets/export for details.
DOI: 10.15468/gniwpc
title: Island Metagenome

description: Actinobacterial Diversity
DOI: 10.15468/dl.spynhq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago rigidula",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011489-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xu1wf1
title: marine sediment metagenome Targeted loci environmental

description: Compare the bacterial communities of hydrothermal deposits and other deep-sea sediments in Okinawa Trough
DOI: 10.15468/dl.p32ge3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago rigidula",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011491-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/fosvu7
title: marine metagenome

description: 23 seawater microbiomes collected from the aquaculture areas, Laoshan Bay, the Yellow Sea, China
DOI: 10.15468/zxpqix
title: De novo whole metagenome sequencing studies

description: A comparative study between control and disease condition metagenome sampples.
DOI: 10.13131/4tpx-3706
title: Architettura ennese: dal castello alla città
DOI: 10.15468/bpadrq
title: Diversities of bacteria and archaea in Sanya mangrove sediments

description: Study on the diversities of bacteria and archaea in Sanya mangrove sediments.
DOI: 10.15468/gxbetv
title: Vibrio-specific 16S rRNA sequences from seawater, sediment, and oyster hatchery samples

description: Vibrionaceae rRNA sequences from seawater, sediment, and oyster hatchery samples. Vibrio-specific 16S rRNA genes were amplified using VF169 and 680R primers (Yong et al. 2006, Thompson et al. 2004) and sequenced on the Illumina MiSeq.
DOI: 10.15468/jstzl0
title: sediment metagenome B2 Metagenome

description: The objectives of this investigation was to assess archaeal community and diversity in sediments from natural wetlands.
DOI: 10.15468/dl.pfsnm4
title: Occurrence Download

description: A dataset containing 1065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((111.46327 21.58064,113.98091 21.58064,113.98091 23.34759,111.46327 23.34759,111.46327 21.58064))",
 "HasGeospatialIssue is false",
 "TaxonKey is Centropus sinensis",
 "Year 2020-2025"
 ]
}

 The dataset includes 1065 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011493-250920141307145/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.13241972
title: DEBBIES. A database to compare life history strategies across ectotherms.

description: Smallegange, I.M., Lucas, S. DEBBIES Dataset to study Life Histories across Ectotherms. <i>Sci Data</i> <b>11</b>, 153 (2024). https://doi.org/10.1038/s41597-024-02986-xDemographic models are used to explore how life history traits structure life history strategies across species. This study presents the DEBBIES dataset that contains estimates of eight life history traits (length at birth, puberty and maximum length, maximum reproduction rate, fraction energy allocated to respiration versus reproduction, von Bertalanffy growth rate, mortality rates) for 185 ectotherm species. The dataset can be used to parameterise dynamic energy budget integral projection models (DEB-IPMs) to calculate key demographic quantities like population growth rate and demographic resilience, but also link to conservation status or biogeographical characteristics. Our technical validation shows a satisfactory agreement between observed and predicted longevity, generation time, age at maturity across all species. Compared to existing datasets, DEBBIES accommodates (i) easy cross-taxonomical comparisons, (ii) many data-deficient species, and (iii) population forecasts to novel conditions because DEB-IPMs include a mechanistic description of the trade-off between growth and reproduction. This dataset has the potential for biologists to unlock general predictions on ectotherm population responses from only a few key life history traits.
DOI: 10.15468/dl.tte5cz
title: Occurrence Download

description: A dataset containing 133855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tachybaptus ruficollis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 133855 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011391-250920141307145/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.13241972.v20
title: DEBBIES. A database to compare life history strategies across ectotherms.

description: Smallegange, I.M., Lucas, S. DEBBIES Dataset to study Life Histories across Ectotherms. <i>Sci Data</i> <b>11</b>, 153 (2024). https://doi.org/10.1038/s41597-024-02986-xDemographic models are used to explore how life history traits structure life history strategies across species. This study presents the DEBBIES dataset that contains estimates of eight life history traits (length at birth, puberty and maximum length, maximum reproduction rate, fraction energy allocated to respiration versus reproduction, von Bertalanffy growth rate, mortality rates) for 185 ectotherm species. The dataset can be used to parameterise dynamic energy budget integral projection models (DEB-IPMs) to calculate key demographic quantities like population growth rate and demographic resilience, but also link to conservation status or biogeographical characteristics. Our technical validation shows a satisfactory agreement between observed and predicted longevity, generation time, age at maturity across all species. Compared to existing datasets, DEBBIES accommodates (i) easy cross-taxonomical comparisons, (ii) many data-deficient species, and (iii) population forecasts to novel conditions because DEB-IPMs include a mechanistic description of the trade-off between growth and reproduction. This dataset has the potential for biologists to unlock general predictions on ectotherm population responses from only a few key life history traits.
DOI: 10.6084/m9.figshare.13241972.v19
title: DEBBIES. A database to compare life history strategies across ectotherms.

description: Smallegange, I.M., Lucas, S. DEBBIES Dataset to study Life Histories across Ectotherms. <i>Sci Data</i> <b>11</b>, 153 (2024). https://doi.org/10.1038/s41597-024-02986-xDemographic models are used to explore how life history traits structure life history strategies across species. This study presents the DEBBIES dataset that contains estimates of eight life history traits (length at birth, puberty and maximum length, maximum reproduction rate, fraction energy allocated to respiration versus reproduction, von Bertalanffy growth rate, mortality rates) for 185 ectotherm species. The dataset can be used to parameterise dynamic energy budget integral projection models (DEB-IPMs) to calculate key demographic quantities like population growth rate and demographic resilience, but also link to conservation status or biogeographical characteristics. Our technical validation shows a satisfactory agreement between observed and predicted longevity, generation time, age at maturity across all species. Compared to existing datasets, DEBBIES accommodates (i) easy cross-taxonomical comparisons, (ii) many data-deficient species, and (iii) population forecasts to novel conditions because DEB-IPMs include a mechanistic description of the trade-off between growth and reproduction. This dataset has the potential for biologists to unlock general predictions on ectotherm population responses from only a few key life history traits.
DOI: 10.15468/a2js9s
title: Metagenome analysis of picoeukaryotes from surface seawater

description: Surface seawater was collected at two sampling sites in Sendai Bay (C5: 141.083W, 37.976N; C12: 141.317W, 37.974N), Miyagi, Japan on October 7 and December 1 in 2013. Suspended particles were concentrated to 100 fold and divided into two subsamples: (1) mixied with DMSO(5%) and frozen to sore in liquid nitrogen, (2) kept non-frozen. Picophytoplankton cells were sorted by flow cytometry. The genomic DNA was extracted and amplified by whole genome amplification. Partial 18S rRNA gene of the eukaryotes was amplified and sequenced using GS junior.
DOI: 10.13131/q6rk-n210
title: Il GIS come strumento di raccolta e analisi per l’archeologia preventiva urbana: il caso di Enna
DOI: 10.15468/3ojv5b
title: Archaea diversity in marine sediment

description: To study archaeal diversity in global marine sediment
DOI: 10.15468/uo3fqn
title: Bacterial community structure and their predicted functions in coastal sediments

description: The main objectives of the present study were investigation of bacterial community compositions and their predicted functions in coastal sediments, considering the impacts of natural processes and anthropogenic activities.
DOI: 10.15468/i5a0nf
title: May 2013 DNA-SIP marine seawater bacteria metagenomic assembly

description: Illumina bacteria and archaea 16S rRNA genes
DOI: 10.5281/zenodo.17129816
title: MUNDEX Annotations

description: MUNDEX (MUltimodal UNderstanding of EXplanations) is a multimodal corpus for studying the understanding of explanations. It was collected in the Project A02 “Monitoring the Understanding of Explanations” of the TRR 318 Constructing Explainability. 

The corpus has been build to examine the dynamics of multimodal interaction within ongoing explanations. In the explanation scenario, a speaker (the explainer, EX) explains how to play a board game to a recipient (the explainee, EE). In order to study individual variation in the use of multimodal feedback while avoiding confounding factors such as the explainer's individual explanation strategies, one explainer engages in explanatory dialogues with two or three different explainees one after another.

This data publication only contains the annotations of interactions. Video and audio files have not been released in order to protect the participants' privacy. The annotation manual can be found in Lazarov, Türk et al. (2025, https://doi.org/10.17605/OSF.IO/J2DHA).
DOI: 10.5281/zenodo.17129817
title: MUNDEX Annotations

description: MUNDEX (MUltimodal UNderstanding of EXplanations) is a multimodal corpus for studying the understanding of explanations. It was collected in the Project A02 “Monitoring the Understanding of Explanations” of the TRR 318 Constructing Explainability. 

The corpus has been build to examine the dynamics of multimodal interaction within ongoing explanations. In the explanation scenario, a speaker (the explainer, EX) explains how to play a board game to a recipient (the explainee, EE). In order to study individual variation in the use of multimodal feedback while avoiding confounding factors such as the explainer's individual explanation strategies, one explainer engages in explanatory dialogues with two or three different explainees one after another.

This data publication only contains the annotations of interactions. Video and audio files have not been released in order to protect the participants' privacy. The annotation manual can be found in Lazarov, Türk et al. (2025, https://doi.org/10.17605/OSF.IO/J2DHA).
DOI: 10.34740/kaggle/dsv/13156847
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.6084/m9.figshare.30196732
title: Deciphering the dynamic responses of soil bacterial community assembly and ecological strategies to extreme environmental changes

description: Deciphering the dynamic responses of soil bacterial community assembly and ecological strategies to extreme environmental changes
DOI: 10.6084/m9.figshare.30196732.v1
title: Deciphering the dynamic responses of soil bacterial community assembly and ecological strategies to extreme environmental changes

description: Deciphering the dynamic responses of soil bacterial community assembly and ecological strategies to extreme environmental changes
DOI: 10.15468/zaiagx
title: Evaluation of filtration and DNA extraction methods for environmental DNA biodiversity assessments across multiple trophic levels.

description: Methods evaluation for sample collection and nucleic acid extraction from multiple trophic levels simultaneously (i.e. bacteria, phytoplankton, zooplankton, vertebrates). Specifically, filter types and DNA extraction kits were evaluated for producing Illumina MiSeq reads for 12S, 16S and 18S amplicons from water samples collected in Monterey Bay California.
DOI: 10.15468/dl.2uphdb
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011494-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13131/bney-g839
title: Frammenti di storia urbana (secoli XIII-XIX): le ceramiche bassomedievali, rinascimentali e moderne rinvenute nelle indagini archeologiche preliminari sulle pendici di Piazza Armerina
DOI: 10.15468/qoohdc
title: Detection and diversity of nitrite oxidoreductase alpha subunit (nxrA) gene of Nitrospina in the marine sediments

description: nxrA gene abundance and diversity in sediments
DOI: 10.15468/dl.tsbt8w
title: Occurrence Download

description: A dataset containing 62873 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 schoenoprasum)"
 ]
}

 The dataset includes 62873 records from 717 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011461-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kg6tgm
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago rigidula",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011496-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fphd6g
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011495-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d2r9c
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Killer whales of the Caribbean Sea 1866-2012"
 ]
}

 The dataset includes 173 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011498-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17191091
title: Comparative study of positive leader inception in long air gap discharges at altitudes of 30 m and 4300 m

description: The data supports the manuscript entitled "Comparative study of positive leader inception in long air gap discharges at altitudes of 30 m and 4300 m". The files contain all data used therein and can be decompressed and opened, in which four files contain the data or images corresponding to their respective Figure, as they are named, can be opened by Excel or image softwares. The data can be used freely for scientific purposes with appropriate citation.
DOI: 10.5281/zenodo.17191092
title: Comparative study of positive leader inception in long air gap discharges at altitudes of 30 m and 4300 m

description: The data supports the manuscript entitled "Comparative study of positive leader inception in long air gap discharges at altitudes of 30 m and 4300 m". The files contain all data used therein and can be decompressed and opened, in which four files contain the data or images corresponding to their respective Figure, as they are named, can be opened by Excel or image softwares. The data can be used freely for scientific purposes with appropriate citation.