cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v56txn
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brassaiopsis Decne. & Planch., Chengiopanax C.B.Shang & J.Y.Huang, Dendropanax Decne. & Planch.)",
 "HasCoordinate is true",
 "EstablishmentMeans is one of (NATIVE, UNCERTAIN)"
 ]
}

 The dataset includes 82 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025034-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3twsk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stevia stolonifera Yahara & Soejima"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263612-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arg6h3
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fragaria ×ananassa (Weston) Rozier"
 ]
}

 The dataset includes 63 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053272-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ic2iew
title: Occurrence Download

description: A dataset containing 6627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saururaceae",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 6627 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037392-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k37xmf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulva reticulata",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045873-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a93bg
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulva reticulata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045874-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/s6vf-5c45-yd0g
title: MILAGRO: Skew-T Imagery. Version 1.0

description: This dataset contains Skew-T imagery from Acapulco, Merida, Mexico City, and Veracruz, Mexico collected during the MILAGRO field project.
DOI: 10.15468/dl.pnc2c5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulva reticulata",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045875-250920141307145/datasets/export for details.
DOI: 10.15468/dl.5rf4rv
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Phrynocephalus versicolor"
 ]
}

 The dataset includes 273 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045876-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j8bak
title: Occurrence Download

description: A dataset containing 1726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stewartia malacodendron"
 ]
}

 The dataset includes 1726 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045877-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/ee1s-n5r1-zk0h
title: MILAGRO: GTS Surface Imagery. Version 1.0

description: This dataset contains GTS station plot imagery collected during the MILAGRO field project.
DOI: 10.15468/dl.h783fd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045880-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hn6cwd
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tuber magnatum"
 ]
}

 The dataset includes 222 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045878-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17264782
title: Jamie-Packer/cs2-playstyle-dataset-2024: Initial dataset release (v1.0.0)

description: CS2 Playstyle Dataset (2024) — v1.0.0

Initial public release of the dataset.

This release contains:



data/cs2_playstyle_roles_2024.csv — player-level playstyle and role features.

Full documentation in README.md and docs/DATA_DICTIONARY.md.

Dataset licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).


Summary

A dataset capturing player playstyle features and roles across professional Counter-Strike 2 matches in 2024.
Features include TAPD, OAP, PODT, POKT, and team-relative positioning metrics (ADNT, ADAT), alongside T/CT/overall role labels.
Demos were parsed using the awpy library; role data adapted from Harry Richards' Positions Database.

Citation

Jamie Packer. (2024). CS2 Playstyle Dataset (2024). GitHub repository.
CC BY 4.0 License



Publish this release to create a permanent archive link for Zenodo and citation purposes.
DOI: 10.5281/zenodo.17264783
title: Jamie-Packer/cs2-playstyle-dataset-2024: Initial dataset release (v1.0.0)

description: CS2 Playstyle Dataset (2024) — v1.0.0

Initial public release of the dataset.

This release contains:



data/cs2_playstyle_roles_2024.csv — player-level playstyle and role features.

Full documentation in README.md and docs/DATA_DICTIONARY.md.

Dataset licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).


Summary

A dataset capturing player playstyle features and roles across professional Counter-Strike 2 matches in 2024.
Features include TAPD, OAP, PODT, POKT, and team-relative positioning metrics (ADNT, ADAT), alongside T/CT/overall role labels.
Demos were parsed using the awpy library; role data adapted from Harry Richards' Positions Database.

Citation

Jamie Packer. (2024). CS2 Playstyle Dataset (2024). GitHub repository.
CC BY 4.0 License



Publish this release to create a permanent archive link for Zenodo and citation purposes.
DOI: 10.15468/dl.beqqm3
title: Occurrence Download

description: A dataset containing 12814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staphylea pinnata"
 ]
}

 The dataset includes 12814 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045879-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/csnv-xxfx-3z0n
title: MILAGRO: Sistema de Monitoreo Atmosferico (SIMAT) MAX 2D Imagery. Version 1.0

description: This dataset contains SIMAT MAX 2D imagery for CO, NO, NO2, NOx, O3, PM10, PM21, and SO2 collected during the MILAGRO field project.
DOI: 10.15468/dl.dym4j5
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Varanus komodoensis",
 "Year 2000-2025"
 ]
}

 The dataset includes 770 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045881-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg8sge
title: Occurrence Download

description: A dataset containing 16271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiraea salicifolia"
 ]
}

 The dataset includes 16271 records from 482 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045882-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p7q78
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045884-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wy93v
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045883-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/8vm5-fydt-9a0t
title: MILAGRO: SIMAT Time Series Imagery. Version 1.0

description: This dataset contains SIMAT time series imagery for CO, NO, NO2, NOx, O3, PM10, PM21, SO2, relative humidity, temperature, wind direction, and wind speed collected during the MILAGRO field project.
DOI: 10.15468/dl.jt77sm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045885-250920141307145/datasets/export for details.
DOI: 10.26023/j9sa-qa0y-bt0q
title: MILAGRO: SIMAT Wind Vector Imagery. Version 1.0

description: This dataset contains SIMAT wind vector imagery collected during the MILAGRO field project.
DOI: 10.34740/kaggle/dsv/13258505
title: State Development Bank Analytics
DOI: 10.26023/wghh-pk94-7p13
title: MILAGRO: CNA/SMN Radar Imagery. Version 1.0

description: This dataset contains CNA/SMN radar imagery from Mexico City and Tampico Mexico collected during the MILAGRO field project.
DOI: 10.15468/dl.uxf9me
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045886-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4uhmjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Hemionitis emperatricella",
 "Country is Mexico",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045871-250920141307145/datasets/export for details.
DOI: 10.26023/yybf-pjjw-4712
title: MILAGRO: MM5 FLEXPART Forecast Product Imagery. Version 1.0

description: This dataset contains MM5 FLEXPART forecast product model imagery collected during the MILAGRO field project.
DOI: 10.15468/dl.duvy2w
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045888-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyencr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045889-250920141307145/datasets/export for details.
DOI: 10.26023/yatq-aka3-xb0q
title: MILAGRO: NCEP GFS Forecast Product Imagery. Version 1.0

description: This dataset contains GFS forecast product model imagery collected during the MILAGRO field project.
DOI: 10.26023/m5zd-earz-y00
title: MILAGRO: ETA Forecast Product Imagery. Version 1.0

description: This dataset contains ETA forecast product model imagery collected during the MILAGRO field project.
DOI: 10.6084/m9.figshare.30121735.v31
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.15468/dl.cn6spw
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045891-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdjpz7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045892-250920141307145/datasets/export for details.
DOI: 10.26023/pg12-swfs-7w14
title: MILAGRO: RUC Forecast Product Imagery. Version 1.0

description: This dataset contains RUC forecast product model imagery collected during the MILAGRO field project.
DOI: 10.26023/j1k5-a1wz-k312
title: MILAGRO: MCCM UNAM Forecast Product Imagery. Version 1.0

description: This dataset contains MCCM forecast product model imagery from UNAM collected during the MILAGRO field project.
DOI: 10.15468/dl.phphbd
title: Occurrence Download

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

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045896-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33gqsh
title: Occurrence Download

description: A dataset containing 6370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus americana"
 ]
}

 The dataset includes 6370 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045895-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dta8gn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemna gibba",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045898-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnrb6x
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Ixora crassifolia"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045900-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzd6kv
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045897-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uccq2c
title: Occurrence Download

description: A dataset containing 15127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus alnifolia"
 ]
}

 The dataset includes 15127 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045899-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0205272.10fu
title: SH0205272.10FU

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: 10.15156/bio/sh0205273.10fu
title: SH0205273.10FU

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: 10.15156/bio/sh0205274.10fu
title: SH0205274.10FU

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: 10.15156/bio/sh0205275.10fu
title: SH0205275.10FU

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.