cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1401931.10fu
title: SH1401931.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.hu6acx
title: Occurrence Download

description: A dataset containing 333806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Poland",
 "OccurrenceStatus is Present",
 "TaxonKey is Parus major",
 "Year 1990-2020"
 ]
}

 The dataset includes 333806 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009823-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6zmcy
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020495-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yldtqa
title: Occurrence Download

description: A dataset containing 22479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus carica L."
 ]
}

 The dataset includes 22479 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001602-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur2mhu
title: Occurrence Download

description: A dataset containing 23378237 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 23378237 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180321-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oyaut5
title: Occurrence Download

description: A dataset containing 22479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus carica L."
 ]
}

 The dataset includes 22479 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001605-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5askyc
title: Occurrence Download

description: A dataset containing 23378237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 23378237 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180351-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdsb2y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026552-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t79nij
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018330-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6pcer
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythrina velutina Willd."
 ]
}

 The dataset includes 938 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214333-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fnfi8
title: Occurrence Download

description: A dataset containing 629747310 species occurrences available in GBIF matching the query:
{
 "HasCoordinate" : [
 "is true"
 ]
}

 The dataset includes 629747310 records from 13411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052263-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17558403
title: THE CURRENT ROLE OF ARTIFICIAL INTELLIGENCE
DOI: 10.5281/zenodo.17558404
title: THE CURRENT ROLE OF ARTIFICIAL INTELLIGENCE
DOI: 10.5281/zenodo.17557834
title: Pure SU(N) guage theory lattice data and analysis scripts for confined-deconfined interface tension, latent heat, and the lattice beta function

description: Supplemental material to arXiv:2506.15509 ("Confined-deconfined interface tension and latent heat in SU(N) gauge theory") containing three zip files with the following contents:

interface_tension.zip :- Monte carlo output files, generate with the 'suN_gauge_surface' application of HILA , containing the confined-deconfined-interface fluctuation spectra. The data for N=4,5,8,10,16, Nt=5,6,7,8, and different spatial system sizes is located in subfolders SUN/ntX/v_Nxy_Nz . In addition to the bare simulation output text files, the folders also contain .npy files in which the relevant data, extracted from the text files, is stored in tabulated form for faster reuse.- jupyter notebook to load and process the confined-deconfined interface fluctuation data for the various N and Nt. It extracts the interface tension from the interface fluctuation spectra, performs the continuum extrapolation, and fits of the N-dependency.

beta_function.zip : - text file 'betac' with measurements of the critical values of the inverse gauge coupling of SU(N) gauge theory for different numbers of colors N=4,5,8,10(,16) and different values of the inverse temperature Nt=5,6,7,8 , obtained from the Monte Carlo data provided in 'interface_tension.zip' (cf. above publication of more details).- jupyter notebook to extract the lattice beta function from the critical inverse gauge coupling data.

latent_heat.zip :- text file 'betac' (same as in 'beta_function.zip')- text file 'plaq' containing Monte Carlo results for the plaquette values of SU(N) gauge theory for N=4,5,8,10(,16) in the confined and deconfined phase at the critical points for Nt=5,6,7,8 .- jupyter notebook which uses the lattice beta function and the difference in the plaquette values between confined and deconfined phase to obtaine the latent heat for the available N and Nt values. It then performes the continuum extrapolation and fits of the N-dependency.
DOI: 10.5281/zenodo.17557835
title: Pure SU(N) guage theory lattice data and analysis scripts for confined-deconfined interface tension, latent heat, and the lattice beta function

description: Supplemental material to arXiv:2506.15509 ("Confined-deconfined interface tension and latent heat in SU(N) gauge theory") containing three zip files with the following contents:

interface_tension.zip :- Monte carlo output files, generate with the 'suN_gauge_surface' application of HILA , containing the confined-deconfined-interface fluctuation spectra. The data for N=4,5,8,10,16, Nt=5,6,7,8, and different spatial system sizes is located in subfolders SUN/ntX/v_Nxy_Nz . In addition to the bare simulation output text files, the folders also contain .npy files in which the relevant data, extracted from the text files, is stored in tabulated form for faster reuse.- jupyter notebook to load and process the confined-deconfined interface fluctuation data for the various N and Nt. It extracts the interface tension from the interface fluctuation spectra, performs the continuum extrapolation, and fits of the N-dependency.

beta_function.zip : - text file 'betac' with measurements of the critical values of the inverse gauge coupling of SU(N) gauge theory for different numbers of colors N=4,5,8,10(,16) and different values of the inverse temperature Nt=5,6,7,8 , obtained from the Monte Carlo data provided in 'interface_tension.zip' (cf. above publication of more details).- jupyter notebook to extract the lattice beta function from the critical inverse gauge coupling data.

latent_heat.zip :- text file 'betac' (same as in 'beta_function.zip')- text file 'plaq' containing Monte Carlo results for the plaquette values of SU(N) gauge theory for N=4,5,8,10(,16) in the confined and deconfined phase at the critical points for Nt=5,6,7,8 .- jupyter notebook which uses the lattice beta function and the difference in the plaquette values between confined and deconfined phase to obtaine the latent heat for the available N and Nt values. It then performes the continuum extrapolation and fits of the N-dependency.
DOI: 10.5281/zenodo.15361818
title: Global Monthly Dissolved Oxygen Reconstruction via Bayesian Ensemble Machine Learning

description: We present DO_Reconstruction_1960-2023.nc, a global monthly gridded dataset of seawater dissolved oxygen concentration spanning January 1960 through December 2023. Observations from WOD and biogeochemical Argo floats were combined with key environmental factors (temperature, salinity, currents) at a uniform 1°×1° horizontal resolution and 75 standard depth levels (0–5902 m).
DOI: 10.5281/zenodo.17548659
title: Global Monthly Dissolved Oxygen Reconstruction via Bayesian Ensemble Machine Learning

description: We present DO_Reconstruction_1960-2023.nc, a global monthly gridded dataset of seawater dissolved oxygen concentration spanning January 1960 through December 2023. Observations from WOD and biogeochemical Argo floats were combined with key environmental factors (temperature, salinity, currents) at a uniform 1°×1° horizontal resolution and 75 standard depth levels (0–5902 m).
DOI: 10.34740/kaggle/dsv/13656474
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17538771
title: Dataset: Reddit posts annotated with MBTI traits and emotional content
DOI: 10.5281/zenodo.17538772
title: Dataset: Reddit posts annotated with MBTI traits and emotional content
DOI: 10.15468/dl.aynnhv
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "IucnRedListCategory is EW",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 8 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022987-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17558397
title: Rationally Designed Human p16INK4a Mini-Promoter Sequences for Senescence-Targeted Gene Therapy

description: This dataset contains the nucleotide sequences of five rationally designed human p16INK4a mini-promoter variants. These sequences were designed to overcome the packaging size limitation of adeno-associated virus (AAV) vectors while maintaining or enhancing senescence-specific activity. The dataset includes sequences for p16-0.9kb-mwt, p16-0.9kb-opt1, p16-0.79kb-opt2.1, p16-0.67kb-opt2.2, and p16-0.59kb-opt3.2, in Fasta (.fasta) format.Important Note:These sequences represent the rational design phase of an ongoing undergraduate research project. They are based on comprehensive bioinformatic analyses (including multi-species alignment, CpG island prediction, and transcription factor binding site analysis) and have been designed to test specific hypotheses regarding p16INK4a promoter minimization and optimization. These sequences are computationally designed and have not yet been experimentally validated. Researchers are advised to use them with this understanding.Welcome feedback and collaboration to improve these designs. The latest updates and validation results will be posted as the project progresses.
DOI: 10.5281/zenodo.17558398
title: Rationally Designed Human p16INK4a Mini-Promoter Sequences for Senescence-Targeted Gene Therapy

description: This dataset contains the nucleotide sequences of five rationally designed human p16INK4a mini-promoter variants. These sequences were designed to overcome the packaging size limitation of adeno-associated virus (AAV) vectors while maintaining or enhancing senescence-specific activity. The dataset includes sequences for p16-0.9kb-mwt, p16-0.9kb-opt1, p16-0.79kb-opt2.1, p16-0.67kb-opt2.2, and p16-0.59kb-opt3.2, in Fasta (.fasta) format.Important Note:These sequences represent the rational design phase of an ongoing undergraduate research project. They are based on comprehensive bioinformatic analyses (including multi-species alignment, CpG island prediction, and transcription factor binding site analysis) and have been designed to test specific hypotheses regarding p16INK4a promoter minimization and optimization. These sequences are computationally designed and have not yet been experimentally validated. Researchers are advised to use them with this understanding.Welcome feedback and collaboration to improve these designs. The latest updates and validation results will be posted as the project progresses.
DOI: 10.15468/dl.n2j94m
title: Occurrence Download

description: A dataset containing 246909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ameiurus melas, Claviceps purpurea, Hydrocotyle ranunculoides, Phedimus spurius, Myriophyllum heterophyllum, Pseudotsuga menziesii, Prostephanus truncatus, Cyperus papyrus, Gomphocarpus fruticosus, Parachromis managuensis, Pterygoplichthys pardalis, Spodoptera frugiperda, Typha domingensis, Caesalpinia pulcherrima, Striga gesnerioides, Salvinia auriculata, Chelicorophium robustum, Chelicorophium sowinskyi, Dikerogammarus bispinosus, Echinogammarus trichiatus)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 246909 records from 1204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6awgp2
title: Occurrence Download

description: A dataset containing 986854963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 1990-2025"
 ]
}

 The dataset includes 986854963 records from 30032 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022983-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jp7rh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia scitula Huynh"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220187-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnaqut
title: Occurrence Download

description: A dataset containing 167734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Branta leucopsis (Bechstein, 1803))",
 "HasCoordinate is true",
 "DecimalLatitude is greater than or equal to 29.93667",
 "DecimalLatitude is less than or equal to 51.91193",
 "DecimalLongitude is greater than or equal to -14.67522",
 "DecimalLongitude is less than or equal to 39.79752",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 167734 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039398-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j9a8v
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnophyllum pilgerianum Muschl."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099031-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3yrbh
title: Occurrence Download

description: A dataset containing 268426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 268426 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065482-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2ju5m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia sclerophylla Huynh"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220192-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfd6um
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Prodasineura croconota (Ris, 1916)",
 "Year 1980-2023"
 ]
}

 The dataset includes 214 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015308-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcke83
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnoplinthopsis bhutanica Jafri"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099038-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk72sm
title: Occurrence Download

description: A dataset listing the 1685 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((144.242 -36.789,144.296 -36.789,144.296 -36.735,144.242 -36.735,144.242 -36.789))"
 ]
}

 The dataset's 1685 records were derived from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017051-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6xmwq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia separata Huynh"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220193-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.age5dj
title: Occurrence Download

description: A dataset containing 24977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petasites frigidus (L.) Fr."
 ]
}

 The dataset includes 24977 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071081-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd99uj
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnophyllum spathulatum Mattf."
 ]
}

 The dataset includes 18 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099032-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7q5p2
title: Occurrence Download

description: A dataset containing 2026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euglandina rosea (A.Férussac, 1821)",
 "Year 2000-2023"
 ]
}

 The dataset includes 2026 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065452-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urtgwr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Freycinetia sepikensis Huynh"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220199-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.