cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5e55y2
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Ailuridae"
 ]
}

 The dataset includes 572 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242765-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxv9x5
title: Occurrence Download

description: A dataset containing 56996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus tabernaemontani (C.C.Gmel.) Palla",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56996 records from 725 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012397-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lwofvr
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutridia von Kéler, 1938"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037568-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bzu2h
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium argentiforme P.D.Sell"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022938-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwu86m
title: Occurrence Download

description: A dataset listing the 29 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protostropharia Redhead, Moncalvo & Vilgalys, 2013"
 ]
}

 The dataset's 29 records were derived from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213071-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crvxaa
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chara diaphana (Meyen) R.M.T.Bicudo"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037568-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7vkcd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia quiricoana J.E.Jiménez, M.A.Blanco & M.Cedeño"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147768-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvh37a
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium arguteserratum Folin"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022970-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smn5f3
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 104 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234011-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqwfux
title: Occurrence Download

description: A dataset containing 44533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptocarya R.Br."
 ]
}

 The dataset includes 44533 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037569-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmdg4e
title: Occurrence Download

description: A dataset containing 882705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters is less than or equal to 500.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1960-1970"
 ]
}

 The dataset includes 882705 records from 584 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044635-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qvq8c
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.489 2.949174, 102.418645 2.943605, 102.350024 2.927036, 102.284829 2.899874, 102.224666 2.862789, 102.171018 2.816696, 102.125205 2.76273, 102.088356 2.70222, 102.061376 2.636659, 102.044929 2.56766, 102.039418 2.496923, 102.044977 2.426189, 102.061467 2.357201, 102.08848 2.291656, 102.125351 2.231168, 102.171171 2.177225, 102.224812 2.131155, 102.284953 2.094092, 102.350114 2.066947, 102.418692 2.050388, 102.489 2.044822, 102.559308 2.050388, 102.627886 2.066947, 102.693047 2.094092, 102.753188 2.131155, 102.806829 2.177225, 102.852649 2.231168, 102.88952 2.291656, 102.916533 2.357201, 102.933023 2.426189, 102.938582 2.496923, 102.933071 2.56766, 102.916624 2.636659, 102.889644 2.70222, 102.852795 2.76273, 102.806982 2.816696, 102.753334 2.862789, 102.693171 2.899874, 102.627976 2.927036, 102.559355 2.943605, 102.489 2.949174))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044658-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3asu6
title: Occurrence Download

description: A dataset containing 15267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pandalus borealis"
 ]
}

 The dataset includes 15267 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044659-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/92bf3842-5fc0-4e09-a857-bf27d20c1c01
title: Data underlying the publication: Principles for stimulating concurrent selective microbial growth and polyhydroxyalkanoate (PHA) storage responses for enhanced PHA productivity

description: Description:The aim of this study was to investigate whether reduced ATP demand, combined with net NADH generation in the conversion of substrates to PHA, correlates with concurrent selective growth response of the PHA-storing fraction in WAS. Furthermore, the study sought to determine if such selective growth significantly enhances PHA productivity in a direct accumulation bioprocess. Outcomes of replicate butyrate direct accumulations were studied with respect to parallel accumulations performed with acetate. Two distinct sources of municipal WAS were evaluated with replicate experiments for relative effects of the substrates on process mass and ATP balances, microbial community developments, and the PHA accumulation performance indicators.<br>This information is being made public as supplementary data for the publications and PhD thesis of Yizhou Xing, and other researchers are encouraged to utilize this data in their work.<br>The data in this dataset was collected in Wetsus, Leeuwarden, the Netherlands between May 2023 and December 2024. <br>This dataset is published under the CC BY (Attribution) license.
DOI: 10.4121/92bf3842-5fc0-4e09-a857-bf27d20c1c01.v1
title: Data underlying the publication: Principles for stimulating concurrent selective microbial growth and polyhydroxyalkanoate (PHA) storage responses for enhanced PHA productivity

description: Description:The aim of this study was to investigate whether reduced ATP demand, combined with net NADH generation in the conversion of substrates to PHA, correlates with concurrent selective growth response of the PHA-storing fraction in WAS. Furthermore, the study sought to determine if such selective growth significantly enhances PHA productivity in a direct accumulation bioprocess. Outcomes of replicate butyrate direct accumulations were studied with respect to parallel accumulations performed with acetate. Two distinct sources of municipal WAS were evaluated with replicate experiments for relative effects of the substrates on process mass and ATP balances, microbial community developments, and the PHA accumulation performance indicators.<br>This information is being made public as supplementary data for the publications and PhD thesis of Yizhou Xing, and other researchers are encouraged to utilize this data in their work.<br>The data in this dataset was collected in Wetsus, Leeuwarden, the Netherlands between May 2023 and December 2024. <br>This dataset is published under the CC BY (Attribution) license.
DOI: 10.15468/dl.yyx8d7
title: Occurrence Download

description: A dataset containing 82014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cook Islands",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 82014 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044630-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17280852
title: EMMI dataset

description: The EMMI (Enzyme–sMall Molecule Interaction) dataset contains experimentally confirmed enzyme–small molecule pairs. Data were integrated from multiple sources, including BindingDB, BRENDA, ChEMBL, Gene Ontology, IUPHAR-PSB, PubChem, Rhea, SABIO-RK, and UniProt. EMMI comprises 147,224 samples spanning three relation types: enzyme–non-interacting, enzyme–substrate, and enzyme–inhibitor pairs. It includes 15,652 unique enzymes and 28,977 unique small molecules, yielding an overall enzyme-to-small molecule ratio of 0.54. The dataset is well-balanced across interaction types while preserving diversity among both enzymes and small molecules.To better reflect biological reality—where most enzymes do not interact with most small molecules—the number of enzyme–non-interacting pairs (79,668) was kept higher than the combined number of enzyme–substrate and enzyme–inhibitor pairs (67,556). The ratio of enzyme–substrate to enzyme–inhibitor samples is approximately 1:1. The EMMI dataset is part of the broader EMMA project—a general transformer-based multi-task learning framework designed to predict different interaction types between enzymes and small molecules.
DOI: 10.5281/zenodo.17333803
title: EMMI dataset

description: The EMMI (Enzyme–sMall Molecule Interaction) dataset contains experimentally confirmed enzyme–small molecule pairs. Data were integrated from multiple sources, including BindingDB, BRENDA, ChEMBL, Gene Ontology, IUPHAR-PSB, PubChem, Rhea, SABIO-RK, and UniProt. EMMI comprises 147,224 samples spanning three relation types: enzyme–non-interacting, enzyme–substrate, and enzyme–inhibitor pairs. It includes 15,652 unique enzymes and 28,977 unique small molecules, yielding an overall enzyme-to-small molecule ratio of 0.54. The dataset is well-balanced across interaction types while preserving diversity among both enzymes and small molecules.To better reflect biological reality—where most enzymes do not interact with most small molecules—the number of enzyme–non-interacting pairs (79,668) was kept higher than the combined number of enzyme–substrate and enzyme–inhibitor pairs (67,556). The ratio of enzyme–substrate to enzyme–inhibitor samples is approximately 1:1. The EMMI dataset is part of the broader EMMA project—a general transformer-based multi-task learning framework designed to predict different interaction types between enzymes and small molecules.
DOI: 10.5281/zenodo.17828742
title: Historical climate maps of temperature from 1990-2025 for the Guadalquivir basin (Spain)

description: Historical climate maps of temperature for the Guadalquivir river basin and the Los Pedroches region (Andalusia, Spain) between the years 1990 and 2025. Maps show the average monthly temperature (units: ºC) generated by modelling historical data from the AEMET meteorological station network and geographical variables, using multiple linear regression and interpolation of residuals.
DOI: 10.5281/zenodo.17828744
title: Historical climate maps of temperature from 1990-2025 for the Guadalquivir basin (Spain)

description: Historical climate maps of temperature for the Guadalquivir river basin and the Los Pedroches region (Andalusia, Spain) between the years 1990 and 2025. Maps show the average monthly temperature (units: ºC) generated by modelling historical data from the AEMET meteorological station network and geographical variables, using multiple linear regression and interpolation of residuals.
DOI: 10.15468/dl.kqjvxx
title: Occurrence Download

description: A dataset listing the 2734 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.9.48_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 2734 records were derived from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044641-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcvnaw
title: Occurrence Download

description: A dataset containing 1976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovis ammon",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1976 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044661-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xevbgk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvatoria yraidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044663-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk6x6n
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is IDN.31_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset includes 374 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044664-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17879446
title: Daten der Notaufnahmesurveillance

description: Der Datensatz "Daten der Notaufnahmesurveillance" wird durch das Robert Koch-Institut und das AKTIN-Notaufnahmeregister bei Krankenhausaufnahmen bereitgestellt. Der Datensatz beinhaltet aggregierte Routinedaten aus deutschen Notaufnahmen zur syndromischen Überwachung von akuten Erkrankungen. Dazu zählen grippeähnliche Erkrankungen (ILI), Coronavirus-Erkrankungen (COVID-19), akute respiratorische Erkrankungen (ARE), gastrointestinale Infektionen (GI) und schwere akute respiratorische Infektionen (SARI). Dabei wird der relative Anteil dieser Erkrankungen an der Gesamtzahl der Notaufnahmevorstellungen sowie die berechneten Erwartungswerte und Prädiktionsintervalle ausgewiesen. Die Daten sind nach Notaufnahmetypen und Altersgruppen aggregiert. Damit bietet der Datensatz eine wertvolle Ressource für die Forschung im Bereich der Notfallmedizin und der Überwachung akuter Gesundheitsereignisse in Deutschland.
DOI: 10.5281/zenodo.17878811
title: De novo transcriptome assemblies and functional annotations from embryos and juvenile cuttlefish (Sepia officinalis) heads under various metal and pCO2 conditions. [Assemblies, Structural & Functional Annotation files]

description: Here are the files containing assemblies (from Trinity_v2.15.1), structural (from Transdecoder_V5.7.0) and functional (from BLAST_v2.16.0; eggnog-mapper_v2.1.12 ; Reactome) annotation files from the raw reads available at E.N.A (project accessions: PRJEB89715 [rnasep1] and PRJEB88225 [rnasep2)).

Briefly, transcriptomic data were produced from head tissues of juveniles S. officinalis reared under control, elevated pCO2, dietary MeHg contaminated, and combination of elevated pCO2 and dietary MeHg contaminated conditions for 42 days after hatching. See E.N.A metadata for a more detailed protocol.
DOI: 10.5281/zenodo.15462277
title: De novo transcriptome assemblies and functional annotations from embryos and juvenile cuttlefish (Sepia officinalis) heads under various metal and pCO2 conditions. [Assemblies, Structural & Functional Annotation files]

description: Here are the files containing assemblies (from Trinity_v2.15.1), structural (from Transdecoder_V5.7.0) and functional (from BLAST_v2.16.0; eggnog-mapper_v2.1.12 ; Reactome) annotation files from the raw reads available at E.N.A (project accessions: PRJEB89715 [rnasep1] and PRJEB88225 [rnasep2)).

Briefly, transcriptomic data were produced from head tissues of juveniles S. officinalis reared under control, elevated pCO2, dietary MeHg contaminated, and combination of elevated pCO2 and dietary MeHg contaminated conditions for 42 days after hatching. See E.N.A metadata for a more detailed protocol.
DOI: 10.15468/dl.paypr3
title: Occurrence Download

description: A dataset containing 20461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dysphania"
 ]
}

 The dataset includes 20461 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044666-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arm987
title: Occurrence Download

description: A dataset containing 82014 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Cook Islands)"
 ]
}

 The dataset includes 82014 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044607-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15620725
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250608x Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250608x Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15620726
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250608x Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250608x Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.34740/kaggle/dsv/12101952
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.yvjjr2
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Computarización del Herbario ENCB. Fase I (Base de datos de los ejemplares del Valle de México)",
 "TaxonKey is Ericaceae"
 ]
}

 The dataset includes 262 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029737-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f3cjd
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Digitaria velutina (Forssk.) P.Beauv.",
 "Year 1900-2025"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029738-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7wgf8
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atelopus mindoensis Peters, 1973"
 ]
}

 The dataset includes 153 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029739-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.