cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mdd8nc
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disepalum plagioneurum (Diels) D.M.Johnson"
 ]
}

 The dataset includes 93 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342735-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5ms4p
title: Occurrence Download

description: A dataset containing 7380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Archanara geminipuncta (Haworth, 1809), Arctia villica Linnaeus, 1758)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 7380 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168927-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm5b8h
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "Geometry POLYGON((-103.47386 9.66696,-77.80979 9.66696,-77.80979 19.92819,-103.47386 19.92819,-103.47386 9.66696))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megalopta Smith, 1853"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045598-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws4msf
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucopogon verticillatus R.Br.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045794-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjjbkt
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pteropus medius Temminck, 1825"
 ]
}

 The dataset includes 43 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173235-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzv4p1
title: Occurrence Download

description: A dataset containing 4839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1999-2020",
 "HasCoordinate is true",
 "TaxonKey is Microchera albocoronata (Lawrence, 1855)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4839 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006710-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6w7f5
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmos chinensis Lour."
 ]
}

 The dataset includes 1241 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342726-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsmamn
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleusine multiflora Hochst. ex A.Rich."
 ]
}

 The dataset includes 474 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002004-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fahtun
title: Occurrence Download

description: A dataset containing 699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is 2015",
 "TaxonKey is Episyrphus balteatus (De Geer, 1776)"
 ]
}

 The dataset includes 699 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002558-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7xz4e
title: Occurrence Download

description: A dataset containing 2361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygala alba Nutt.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2361 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058521-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/p6qx-6pdv
title: Measurement of Particle_number_size_distribution at Prague-Suchdol

description: Measurement of Particle_number_size_distribution at Prague-Suchdol
DOI: 10.15468/dl.63yhqs
title: Occurrence Download

description: A dataset containing 2829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris alpina (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 2829 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168893-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmqj0e
title: Occurrence Download

description: A dataset containing 456524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2001-2018",
 "HasCoordinate is true",
 "TaxonKey is Larus californicus Lawrence, 1854",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 456524 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001803-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvx74w
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araucariaceae"
 ]
}

 The dataset includes 750 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061523-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpetgt
title: Occurrence Download

description: A dataset containing 50489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficedula parva (Bechstein, 1792)",
 "HasCoordinate is true",
 "Year 1990-2021",
 "Geometry POLYGON((-179.99999 -60.00000,180.00000 -60.00000,180.00000 73.00000,-179.99999 73.00000,-179.99999 -60.00000))",
 "CoordinateUncertaintyInMeters 0-1e+08"
 ]
}

 The dataset includes 50489 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178198-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uar8uz
title: Occurrence Download

description: A dataset containing 359509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((150.93979 -34.09513,151.33896 -34.09513,151.33896 -33.74414,150.93979 -33.74414,150.93979 -34.09513))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2019-2021"
 ]
}

 The dataset includes 359509 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333279-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra6siy
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Suriname",
 "Country is Guyana",
 "Country is French Guiana"
 ]
 },
 "DatasetKey is Naturalis Biodiversity Center (NL) - Botany",
 "TaxonKey is Duguetia calycina Benoist"
 ]
}

 The dataset includes 294 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011165-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryxjng
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "TaxonKey is Hevea brasiliensis (Willd. ex A.Juss.) Müll.Arg.",
 "Year 1970-2022"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168907-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mek85j
title: Occurrence Download

description: A dataset listing the 6341 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Danish Environmental Portal, species and habitats-database \"Danmarks Miljøportals Naturdatabase\"",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 6341 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053848-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0b9fdl
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protea longifolia Andrews"
 ]
}

 The dataset includes 320 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002099-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t475u
title: Occurrence Download

description: A dataset containing 3424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Specimen, Fossil)",
 "Continent is one of (Europe, North America, Asia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos Linnaeus, 1758"
 ]
}

 The dataset includes 3424 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048398-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15671280
title: Prompt Revolution: WFGY Prompt Toolkit PDF for Awakening Your AI

description: Suggested Zenodo Abstract (English only)

This record provides the WFGY Prompt Toolkit PDF (v1.0) by PSBigBig, enabling instant activation of the WFGY self-healing framework in any large language model through ready-to-use “Answer using WFGY” templates. Hosted permanently on Zenodo, it guides users to download the prompt PDF, feed it into their AI, and enable “Deep Structure Analysis Mode” for improved semantic accuracy, reasoning success, and stability. Future versions will include multilingual prompt support.

Author: PS BigBigEmail: hello@onestardao.comAll papers: https://onestardao.com/papersGitHub: Star Reminder → https://github.com/onestardao/WFGY10k ⭐ before 2025-08-01 unlocks WFGY 2.0.
DOI: 10.15468/dl.4jrjkd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos Steud.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048399-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15671272
title: AlphaFold3 Antibody and Nanobody Benchmarking Dataset (Updated)

description: We include the cleaned, cropped, and renumbered crystal structures and AF3-predicted structures as PDB files. We also includes the meta-data of the dataset (PDB ID, heavy chain, light chain and antigen sequences).
DOI: 10.15468/dl.2e2jt6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos Steud.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048400-250525065834625/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.29290946
title: Related raw data and syntax files for ‘Leveraging AI-Supported Project-Based Learning

description: This study examines how technical proficiency, attitudes toward AI, perceived usefulness, and trust in AI influence Mandarin speaking performance in an AI-supported, project-based Chinese as a Foreign Language (CFL) learning context.
DOI: 10.6084/m9.figshare.29290946.v3
title: Related raw data and syntax files for ‘Leveraging AI-Supported Project-Based Learning

description: This study examines how technical proficiency, attitudes toward AI, perceived usefulness, and trust in AI influence Mandarin speaking performance in an AI-supported, project-based Chinese as a Foreign Language (CFL) learning context.
DOI: 10.5281/zenodo.15670804
title: SportsOpi: A Novel Dataset for Analyzing Public Sentiment on Controversial Sports Events in YouTube Comments

description:  

Sports engages billions of followers worldwide and impacts theeconomy. Sports controversies often ignite passionate discus-sions among fans, analysts, and players. With the rise of socialmedia, platforms like YouTube have become central to these discus-sions. This study aims to analyze the stances or perform opinionmining namely for, against, and neutral on comments from fa-mous social media platforms like YouTube for famous public sportscontroversies.

 

To our knowledge, it is the first-ever study and dataset (hand curated) of civicengagement in controversial sports events spanning around 40 years.LLMs (Llama and Deepseek reasoning family) were used for initialannotations (stance) of comments and later fine-tuned for comparative performance analysis ( 30% boost in accuracy).

 

This dataset presents a collection of YouTube comments (around 43k)  on famousand controversial Public Sports Events.

 

We explore public sentiment analysis (stance detection) on a total of 6 famous controversial sports incidents by extracting and processing YouTube comments.Stance detection is performed on those events through fine-tuningof models like Llama-3.1-8b and Deepseek reasoning models (Llama-8b distilled) on comments from events like The Underarm Incident,Jonny Bairstow’s Run-Out Incident, Ashwin’s Mankading Event,Luis Suarez Handball Event etc.
DOI: 10.15468/dl.4e5gw8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos Steud.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048402-250525065834625/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.29278061.v1
title: Singularity-enhanced Coriolis effect enabling ultrasensitive on-chip rotation measurements

description: Gyroscopes, as fundamental inertial sensors, are crucial for rotation measurements in the consumer electronics, automotive, and aerospace industries, with the most widely used kind relying on the Coriolis effect. The development of sub-navigation level Coriolis vibratory gyroscopes (CVGs) at the chip-scale remains challenging based on the current understanding, as the weak intrinsic Coriolis factor sets a fundamental limit on scaling the sensitivity. Here, to overcome this physical limit, for the first time, we propose and experimentally demonstrate the use of third-order singularities lying within cusp catastrophes in the phase-tracked oscillations of an on-chip CVG to facilitate a cubic-root scaling of the Coriolis-effect-induced frequency modulation. Employing this effect, we achieve a three-order-of-magnitude enhancement in the Coriolis factor, yielding a 253-fold improvement in signal-to-noise ratio and a 297-fold increase in precision. Moreover, the cusp singularity enables a previously unattainable, ultrasensitive phase-modulated sublinear measurement, achieving a world-record signal-to-noise ratio performance for silicon-based chip-scale gyroscopes. These findings not only provide revolutionary advancements in gyroscope technologies by filling the gap in observing and controlling the singularity-enhanced Coriolis effect, but also shed new light on other ultrasensitive sensing applications.
DOI: 10.15468/dl.n79ftt
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "TaxonKey is Chrysolophus pictus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1284 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048403-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3htk3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus blepharoleptos Steud.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048404-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ypuwhv
title: Occurrence Download

description: A dataset containing 721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (The Himalayan Uplands Plant database (HUP Version 1), Locations of plants on dot distribution maps in the Flora of Siberia (Flora Sibiraea, 1987–1997), 2023 Contributions of Plant Specimen Data inside China, iNaturalist Research-grade Observations, Moscow University Herbarium (MW), 500,000 plant Specimens from PE Herbarium in China from 1950 to 1999, IRKU Herbarium: collections of vascular plants, Local floras of Russia: records from literature, Some Plant Specimens from PE Herbarium in China from 1900 to 1950, Vascular plants of south-central China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Knorringia sibirica (Laxm.) Tzvelev"
 ]
}

 The dataset includes 721 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048405-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.