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

description: A dataset containing 811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prochilodus nigricans Spix & Agassiz, 1829"
 ]
}

 The dataset includes 811 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246813-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.com9bh
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/0001415-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bfoek
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/0004484-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwacm3
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Reptiles y anfibios capturados en San Andrés, Colombia"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247233-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5onydk
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/0001396-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnfj5d
title: Occurrence Download

description: A dataset containing 1577628879 species occurrences available in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset includes 1577628879 records from 31618 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060558-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17314433
title: OnT (Language Models as Ontology Encoder) - Complete Datasets

description: Complete dataset collection for OnT (Language Models as Ontology Encoder), a language model-based framework for ontology embeddings. This collection enables effective representation of concepts as points in hyperbolic space and axioms as hierarchical relationships between concepts. Built upon HierarchyTransformer, OnT provides enhanced capabilities through specialized embedding techniques.

This collection includes 6 dataset files:



ANATOMY_predict.zip: Training/validation for ANATOMY ontology

ANATOMY_inference.zip: Inference/testing for ANATOMY ontology 

GALEN_predict.zip: Training/validation for GALEN ontology 

GALEN_inference.zip: Inference/testing for GALEN ontology 

GO_predict.zip: Training/validation for Gene Ontology 

GO_inference.zip: Inference/testing for Gene Ontology


Each dataset contains preprocessed data for ontological reasoning tasks. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
description: This dataset collection is part of the OnT (Language Models as Ontology Encoder) project. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
DOI: 10.5281/zenodo.17314434
title: OnT (Language Models as Ontology Encoder) - Complete Datasets

description: Complete dataset collection for OnT (Language Models as Ontology Encoder), a language model-based framework for ontology embeddings. This collection enables effective representation of concepts as points in hyperbolic space and axioms as hierarchical relationships between concepts. Built upon HierarchyTransformer, OnT provides enhanced capabilities through specialized embedding techniques.

This collection includes 6 dataset files:



ANATOMY_predict.zip: Training/validation for ANATOMY ontology

ANATOMY_inference.zip: Inference/testing for ANATOMY ontology 

GALEN_predict.zip: Training/validation for GALEN ontology 

GALEN_inference.zip: Inference/testing for GALEN ontology 

GO_predict.zip: Training/validation for Gene Ontology 

GO_inference.zip: Inference/testing for Gene Ontology


Each dataset contains preprocessed data for ontological reasoning tasks. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
description: This dataset collection is part of the OnT (Language Models as Ontology Encoder) project. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
DOI: 10.34740/kaggle/dsv/11488927
title: MOXIE: Mars Oxygen Production Data
DOI: 10.15468/dl.wzmkut
title: Occurrence Download

description: A dataset containing 93044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Belgium",
 "TaxonKey is Vespa velutina Lepeletier, 1836",
 "Year 2010-2025"
 ]
}

 The dataset includes 93044 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007785-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkvck8
title: Occurrence Download

description: A dataset containing 2613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles (Linnaeus, 1758)"
 ]
}

 The dataset includes 2613 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007798-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n936dv
title: Occurrence Download

description: A dataset containing 3258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrmaticus reevesii (J.E.Gray, 1829)",
 "Year 2010-2025"
 ]
}

 The dataset includes 3258 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007797-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz4kqd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinosuthora przewalskii (Berezowski & Bianchi, 1891)",
 "Year 2010-2025"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007799-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8h7zr
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stachyris nonggangensis Fang & Aiwu, 2008, Stachyris nonggangensis Zhou & Jiang, 2008)",
 "Year 2010-2025"
 ]
}

 The dataset includes 169 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007800-250426092105405/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.28903691.v1
title: Yangzhou's Park City initiative

description: Park City; Behavioural pattern; Place attachment; Well-being mechanism; Structural equation modelling; Sociodemographic moderation.
DOI: 10.6084/m9.figshare.28903691
title: Yangzhou's Park City initiative

description: Park City; Behavioural pattern; Place attachment; Well-being mechanism; Structural equation modelling; Sociodemographic moderation.
DOI: 10.15468/dl.n5frx3
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium rothii Zucc."
 ]
}

 The dataset includes 171 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007802-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zspzt3
title: Occurrence Download

description: A dataset containing 35370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Falco amurensis Radde, 1863"
 ]
}

 The dataset includes 35370 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007801-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/bpr3-7488
title: Parkes observations for project PX600 semester 2020APRS_117

description: The Galactic Center (GC) is a key target for the radio component of Breakthrough Listen (BL) program. Offering the largest amount of stars in any given direction in the sky, the GC is widely cited as a location believed to harbour advanced civilizations, and it is also the most energetic region in the Milky Way. We aim to conduct BL-GC Survey with Parkes radio telescope for around 350 hours. We will cover the frequency range from 700 MHz to 4 GHz, utilizing the newly installed ultra-wideband receiver. Our team has already leveraged both standard and bespoke tools to construct a flexible software stack to search data for signals of interest. We will look for signals from extraterrestrial intelligence (ETI) by searching for both simple narrow-band signals and complex modulated signals. Along with that, as an ancillary science, we will also search for accelerated pulsars — likely orbiting a supermassive black hole at the centre of the Milky Way Galaxy. Data products produced during this program will also be publically available to engage larger pulsar community
DOI: 10.15468/dl.exwj4j
title: Occurrence Download

description: A dataset containing 1013 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachyandra divaricata (Jacq.) Kunth"
 ]
}

 The dataset includes 1013 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007804-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/5hn8-4s74
title: Parkes observations for project P1183 semester 2025APRS_02

description: After nearly two years of monitoring, comprising 126.7 hours over 57 observations with the Parkes telescope and 49.4 hours across 101 observations with the FAST telescopes, we have determined that FRB 20220529 is an extremely active repeater. It exhibits one of the longest activity durations and a potential period. Due to frequent observations scheduled with both Parkes and FAST, we recently observed an abrupt rotation measure (RM) flare in this source. This is the first detection of such an ``RM flare'' in a fast radio burst (FRB), suggesting that the source is in an environment with occasionally erupting coronal mass ejection. This presents a unique opportunity to study the eruption environment of FRBs and investigate the relation between burst activity and other burst parameters. If confirmed, the periodicity and the ``RM flare'' of FRB 20220529 would corroborate each other and become a ``smoking gun'' of the binary origin of FRB. In our previous analysis, both Parkes and FAST observations have proven essential. While FAST's higher sensitivity has enabled the capture of many bursts, Parkes' wideband receiver has provided a good burst detection rate even during low-rate phases. Notably, during the RM flare, two high signal-to-noise ratio bursts from Parkes have been crucial in understanding the RM variations. To further investigate FRB 20220529, we have scheduled regular FAST observations every fortnight, monitoring the source for 20 minutes each time. Therefore, we also propose to monitor FRB 20220529 using the Parkes UWL receiver, ensuring high-time resolution and employing full-polarization observations.
DOI: 10.15468/dl.ethk9x
title: Occurrence Download

description: A dataset containing 1870751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 1991"
 ]
}

 The dataset includes 1870751 records from 1863 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007787-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnp2ww
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equisetum bogotense Kunth"
 ]
}

 The dataset includes 476 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278922-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ycwd8
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium bicolor Sm."
 ]
}

 The dataset includes 338 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277519-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh6fyb
title: Occurrence Download

description: A dataset containing 2482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycaena hyllus (Cramer, 1775)"
 ]
}

 The dataset includes 2482 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj6tuh
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taraxacum lojoense H.Lindb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067357-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w7khz
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ostracion cyanurus Rüppell, 1828"
 ]
}

 The dataset's 1 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278919-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sngn5j
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acipenseriformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277541-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rjdfx
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-76.39809 44.61022,-74.72609 44.61022,-74.72609 45.54286,-76.39809 45.54286,-76.39809 44.61022))",
 "HasCoordinate is true",
 "TaxonKey is one of (Nocomis biguttatus (Kirtland, 1840), Campostoma anomalum (Rafinesque, 1820), Percina maculata (Girard, 1859), Etheostoma caeruleum Storer, 1845)"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284245-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11550124
title: Data for: The evolution of mammalian Rem2: unraveling the impact of purifying selection and coevolution on protein function, and implications for human disorders
DOI: 10.5281/zenodo.11550125
title: Data for: The evolution of mammalian Rem2: unraveling the impact of purifying selection and coevolution on protein function, and implications for human disorders
DOI: 10.15468/dl.ev3myg
title: Occurrence Download

description: A dataset containing 406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dactylorhiza Neck. ex Nevski"
 ]
}

 The dataset includes 406 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278967-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c66n3k
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Uncaria guianensis (Aubl.) J.F.Gmel."
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277527-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dst4f3
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juncus arcticus Willd."
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284246-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxpdj5
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-66.93539 -32.27817,-28.06461 -32.27817,-28.06461 -16.72183,-66.93539 -16.72183,-66.93539 -32.27817))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Melipona bicolor Lepeletier, 1836"
 ]
}

 The dataset includes 1056 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278961-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dfx4b
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Schoenoplectus californicus (C.A.Mey.) Soják"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284252-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6vjjk
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Epidendrum arachnoglossum Rchb.f. ex André"
 ]
}

 The dataset includes 132 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gjrrz
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Croton lechleri Müll.Arg."
 ]
}

 The dataset includes 349 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278943-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dp2bh
title: Occurrence Download

description: A dataset containing 90350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamniformes"
 ]
}

 The dataset includes 90350 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284288-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja9rvc
title: Occurrence Download

description: A dataset containing 2126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, North America)",
 "TaxonKey is Tradescantia fluminensis Vell."
 ]
}

 The dataset includes 2126 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277528-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbjn8h
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "TaxonKey is Phyllodactylus reissii Peters, 1862"
 ]
}

 The dataset includes 550 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278969-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.