cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.92ax73
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.88704 5.56024,-74.91539 5.56621,-74.92523 5.57461,-74.9332 5.59093,-74.9393 5.61659,-74.91305 5.62639,-74.90133 5.61473,-74.89383 5.62266,-74.88117 5.63012,-74.87601 5.64645,-74.87025 5.67045,-74.79733 5.67785,-74.8003 5.70747,-74.84048 5.74004,-74.87918 5.74301,-74.94317 5.72672,-74.9893 5.72228,-75.00865 5.68525,-75.03395 5.66748,-75.08901 5.6586,-75.09348 5.63935,-75.09645 5.58899,-75.10687 5.54604,-75.09307 5.49449,-75.08678 5.45379,-75.08311 5.42874,-75.07315 5.39795,-75.05375 5.3969,-75.04589 5.38699,-75.03645 5.37394,-75.04536 5.35932,-75.03855 5.34314,-75.0202 5.34627,-75.01915 5.32696,-75.005 5.32383,-74.99084 5.34366,-74.98403 5.34158,-74.97092 5.34471,-74.95782 5.34001,-74.94838 5.34366,-74.94628 5.35358,-74.94209 5.37133,-74.9316 5.3849,-74.92584 5.39325,-74.91955 5.39899,-74.91273 5.40108,-74.91326 5.40995,-74.91063 5.41882,-74.9164 5.4303,-74.91483 5.45066,-74.9164 5.46527,-74.90487 5.47988,-74.90854 5.48928,-74.89648 5.50493,-74.90067 5.51328,-74.89962 5.52841,-74.89386 5.54563,-74.88704 5.56024))",
 "HasGeospatialIssue is false",
 "TaxonKey is Habia gutturalis (P.L.Sclater, 1854)"
 ]
}

 The dataset includes 163 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411674-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egxjsk
title: Occurrence Download

description: A dataset containing 5196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platycarya strobilacea Siebold & Zucc."
 ]
}

 The dataset includes 5196 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252668-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdh92n
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tremella hypogymniae Diederich & M.S.Christ."
 ]
}

 The dataset includes 267 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035442-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112021837
title: Cuneiform Tablet 1913.14.1502, Spurlock 1913.14.1502

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1502; CDLI P421354 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Medium Gray (N 5.25/ 22.1% R) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 11.9 x 6.3 x 2.5 cm (226g)
DOI: 10.15468/dl.wzgzj6
title: Occurrence Download

description: A dataset containing 2013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dalceridae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 2013 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021857-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112021859
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.r9yurb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chatarrhaea longirostris (Moore, 1854)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125502-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypmyr6
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus livens Dwight, 1919",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 134 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0399097-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gkp8n
title: Occurrence Download

description: A dataset listing the 1737 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.656 -2.719,-78.225 -2.719,-78.225 -2.226,-78.656 -2.226,-78.656 -2.719))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1737 records were derived from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112021861
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.z5y6wd
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "DatasetKey is Western Australian Herbarium (PERTH) AVH data",
 "Geometry POLYGON((114.7 -35.3,118.5 -35.3,118.5 -30.5,114.7 -30.5,114.7 -35.3))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus marginata subsp. marginata"
 ]
}

 The dataset includes 330 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029561-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045923
title: Cuneiform Tablet 1913.14.0221, Spurlock 1913.14.0221

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0221; CDLI P420603 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 3.4 x 3 x 2,1 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.xwrgbe
title: Occurrence Download

description: A dataset containing 4998616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4998616 records from 2382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035452-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63qabq
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Oceania, Asia)",
 "Country is one of (Australia, China, Japan, Korea, Republic of)",
 "Geometry POLYGON((142.00057 54.92832,137.74487 42.54152,131.59775 43.23442,127.81491 37.84924,120.72207 42.54152,118.83065 38.22168,120.24922 32.04014,124.50492 19.2928,128.77093 2.61527,124.60061 -15.65394,115.6642 -19.06508,111.53731 -28.63689,116.78971 -36.2266,138.54969 -42.59582,150.55519 -51.74503,164.06138 -31.87681,162.93586 -8.49343,176.98625 4.13427,142.00057 54.92832))",
 "HasCoordinate is true",
 "TaxonKey is Cyanea nozakii",
 "Year 1904-2026"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019027-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245321
title: Oba Ademola II School of Basic Midwifery, Abeokuta 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09036153255) 09036153255 (09036153255) For More Details On How To Apply And Register Online.

description: Oba Ademola II School of Basic Midwifery, Abeokuta 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09036153255) 09036153255 (09036153255) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (09036153255) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar Year.{09036153255}
DOI: 10.15468/dl.8j98ps
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-199.84282 -52.40685,-170.82326 -52.40685,-170.82326 -32.9842,-199.84282 -32.9842,-199.84282 -52.40685))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cephalorhynchus hectori"
 ]
}

 The dataset includes 682 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019028-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w5t9j
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rehmannia glutinosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 579 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019029-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc130pkc
title: CCDC 1013562: Experimental Crystal Structure Determination

description: Related Article: K. Benhamed, L. Boukli-hacene|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.hudbcj
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dalbergia lanceolaria",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 652 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019030-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9psv7f
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhamphicarpa australiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 154 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019031-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv29ma
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deguelia scandens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 313 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019032-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245322
title: School of Basic Midwifery, Ijebu-Ode 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09036153255) 09036153255 (09036153255) For More Details On How To Apply And Register Online.

description: School of Basic Midwifery, Ijebu-Ode 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09036153255) 09036153255 (09036153255) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (09036153255) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar Year.{09036153255}
DOI: 10.15468/dl.uk9tfb
title: Occurrence Download

description: A dataset containing 579177407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Fossil, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate rounded)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 579177407 records from 10203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018965-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wb6ah
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "TaxonKey is Vaccinium myrtillus"
 ]
}

 The dataset includes 80 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011056-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9m8km
title: Occurrence Download

description: A dataset containing 508177 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.12_2)"
 ]
}

 The dataset includes 508177 records from 340 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011043-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13581318
title: Booru.org Top Leaderboard
DOI: 10.15468/dl.8cenr3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Beitrag zur Kenntnis der Lepidoptera-Fauna des Sudan (Lepidoptera, Pterophoridae)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011058-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17470312
title: Reveal: Hardware Telemetry Dataset for Machine Learning Infrastructure Profiling and Anomaly Detection

description: This dataset accompanies the paper “Detecting Anomalies in Machine Learning Infrastructure via Hardware Telemetry” (Chen et al., University of Oxford, 2025).It contains host-level time-series telemetry from a diverse set of machine learning (ML) applications, each executed ten times under controlled conditions on GPU-based HPC systems.

Each run includes over 150 types of system-level metrics—covering CPU, GPU, memory, network, and storage subsystems—sampled at 100 ms intervals.The dataset also provides metadata including workload type (LLM or non-LLM), workload phase (training, fine-tuning, or inference), task, model architecture, and host information.

This dataset supports reproducible research in ML systems, performance profiling, and unsupervised anomaly detection, and forms the basis of the Reveal framework described in the associated paper.
DOI: 10.5281/zenodo.17470313
title: Reveal: Hardware Telemetry Dataset for Machine Learning Infrastructure Profiling and Anomaly Detection

description: This dataset accompanies the paper “Detecting Anomalies in Machine Learning Infrastructure via Hardware Telemetry” (Chen et al., University of Oxford, 2025).It contains host-level time-series telemetry from a diverse set of machine learning (ML) applications, each executed ten times under controlled conditions on GPU-based HPC systems.

Each run includes over 150 types of system-level metrics—covering CPU, GPU, memory, network, and storage subsystems—sampled at 100 ms intervals.The dataset also provides metadata including workload type (LLM or non-LLM), workload phase (training, fine-tuning, or inference), task, model architecture, and host information.

This dataset supports reproducible research in ML systems, performance profiling, and unsupervised anomaly detection, and forms the basis of the Reveal framework described in the associated paper.
DOI: 10.6084/m9.figshare.28187990.v16
title: Matbench Discovery - Model Predictions for Discovery

description: This dataset contains model predictions from various models evaluated on the Matbench Discovery benchmark for the discovery task. Task description: Predicting ground state energies of unrelaxed structures For more information about the benchmark and models, visit: https://github.com/janosh/matbench-discovery.
DOI: 10.15468/dl.xhfzuz
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-130.18811 32.51543,-102.81189 32.51543,-102.81189 43.48457,-130.18811 43.48457,-130.18811 32.51543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates onca",
 "Year 1970-2020"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011060-251025141854904/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.28642406
title: Matbench Discovery - Model Predictions for Geometry Optimization

description: This dataset contains model predictions from various models evaluated on the
 Matbench Discovery benchmark for the geometry optimization task.

 Task description: Relaxing atomic positions to minimize the energy

 For more information about the benchmark and models, visit:
 https://github.com/janosh/matbench-discovery.
DOI: 10.6084/m9.figshare.28642406.v18
title: Matbench Discovery - Model Predictions for Geometry Optimization

description: This dataset contains model predictions from various models evaluated on the
 Matbench Discovery benchmark for the geometry optimization task.

 Task description: Relaxing atomic positions to minimize the energy

 For more information about the benchmark and models, visit:
 https://github.com/janosh/matbench-discovery.
DOI: 10.6084/m9.figshare.28642406.v19
title: Matbench Discovery - Model Predictions for Geometry Optimization

description: This dataset contains model predictions from various models evaluated on the
 Matbench Discovery benchmark for the geometry optimization task.

 Task description: Relaxing atomic positions to minimize the energy

 For more information about the benchmark and models, visit:
 https://github.com/janosh/matbench-discovery.
DOI: 10.6084/m9.figshare.28347251.v15
title: Matbench Discovery - Model Predictions for Phonons

description: This dataset contains model predictions from various models evaluated on the
 Matbench Discovery benchmark for the phonons task.

 Task description: Modeling harmonic and anharmonic lattice vibrations

 For more information about the benchmark and models, visit:
 https://github.com/janosh/matbench-discovery.
DOI: 10.15468/dl.6stayb
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna presente en la reserva Hato La Aurora"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011061-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17503853
title: Au/STO diffraction data

description: This dataset contains 5 Bragg diffraction peak measurements for a single Au nanocrystal on a STO substrate. One peak (1-11) contains several versions of the phasing data: the original measurement, the measurement with a superimposed alien peak, and the measurement with the same alien manually removed