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

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex laticeps C.B.Clarke ex Franch."
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.435fd1
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year 1000-2019",
 "HasCoordinate is true",
 "TaxonKey is Felis silvestris Schreber, 1777",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1041 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020959-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7pt2k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus sinoflexuosus S.L.Chen & G.H.Zhu"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191816-230224095556074/datasets/export for details.
DOI: 10.15468/dl.evgjo7
title: Occurrence Download

description: A dataset containing 11251 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 28d17f8f-39f3-4041-9734-67c4f1e7693e"
 ]
}

 The dataset includes 11251 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2vadw
title: Occurrence Download

description: A dataset containing 11611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoroegneria spicata (Pursh) Á.Löve"
 ]
}

 The dataset includes 11611 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191827-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq5hvh
title: Occurrence Download

description: A dataset containing 965 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudospondias microcarpa var. microcarpa"
 ]
}

 The dataset includes 965 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020945-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hybz5y
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Octomeria exigua C.Schweinf."
 ]
}

 The dataset includes 91 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181128-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kixhfv
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trithuria filamentosa Rodway"
 ]
}

 The dataset includes 119 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyfjf2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus ×spurius (Melderis) G.Singh"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191830-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agnkan
title: Occurrence Download

description: A dataset containing 1688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Togo",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1688 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020941-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.olxyyk
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abrothrix longipilis longipilis"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh7dsa
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "TaxonKey is Elephas maximus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020948-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esihkc
title: Occurrence Download

description: A dataset containing 7944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saccharina latissima (L.) C.E.Lane, C.Mayes, Druehl & G.W.Saunders",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7944 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000035-150211104439307/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cknrm
title: Occurrence Download

description: A dataset containing 6481 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire général de la biodiversité du domaine du Bois de Bouis (IGB/ATBI) - Inventaire général de la biodiversité (IGB/ATBI) Domaine Bois de Bouis - Données opportunistes"
 ]
}

 The dataset includes 6481 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060068-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ot50gv
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conolophus subcristatus (Gray, 1831)"
 ]
}

 The dataset includes 649 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020950-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn48sy
title: Occurrence Download

description: A dataset containing 1864 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu de Ciències Naturals de Barcelona: MCNB-Tissue"
 ]
}

 The dataset includes 1864 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000035-150304104939900/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ukdr9
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adlumia fungosa (Aiton) Greene ex Britton, Stern & Poggenb.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 224 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036164-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iy0bwy
title: Occurrence Download

description: A dataset containing 10344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gadus morhua sp. morhua",
 "Country is Sweden"
 ]
}

 The dataset includes 10344 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000035-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pzb98
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Mongolia"
 ]
 },
 "TaxonKey is Stipa orientalis Trin."
 ]
}

 The dataset includes 68 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411312-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.luvawz
title: Occurrence Download

description: A dataset containing 3100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanitta fusca (Linnaeus, 1758)",
 "Country is Finland",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-8 54,-8 72,48 72,48 54,-8 54))",
 "Month is June"
 ]
}

 The dataset includes 3100 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000035-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4eewk
title: Occurrence Download

description: A dataset containing 164705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neophron percnopterus (Linnaeus, 1758), Calidris alba (Pallas, 1764), Galerida cristata (Linnaeus, 1758), Oenanthe hispanica (Linnaeus, 1758), Pelecanus crispus Bruch, 1832)",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 164705 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329099-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bafcd
title: Occurrence Download

description: A dataset containing 3096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bougainvillea spectabilis Willd."
 ]
}

 The dataset includes 3096 records from 371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181130-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdwe9h
title: Occurrence Download

description: A dataset containing 1646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimeresurus albolabris Gray, 1842"
 ]
}

 The dataset includes 1646 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wcxuq
title: Occurrence Download

description: A dataset containing 15028 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamarckia aurea (L.) Moench"
 ]
}

 The dataset includes 15028 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012646-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c6vz9
title: Occurrence Download

description: A dataset containing 176318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodiopsida",
 "HasCoordinate is true",
 "Country is one of (Denmark)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 176318 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222749-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjjgu8
title: Occurrence Download

description: A dataset containing 27987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rostraria cristata (L.) Tzvelev"
 ]
}

 The dataset includes 27987 records from 593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012645-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2uha7
title: Occurrence Download

description: A dataset containing 31737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Codium Stackhouse, 1797"
 ]
}

 The dataset includes 31737 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222779-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3hecq
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilea inaequalis (Juss. ex Poir.) Wedd."
 ]
}

 The dataset includes 727 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012370-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y88mh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostylis basaltica D.L.Jones & M.A.Clem."
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222771-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y89qhy
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104 28,111 28,111 33,104 33,104 28))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clamator coromandus (Linnaeus, 1766)"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128297-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9qqjx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene L.)",
 {
 "and" : [
 "HasCoordinate is true",
 "Continent is North America",
 "Continent is South America",
 "HasGeospatialIssue is false"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128298-230224095556074/datasets/export for details.
DOI: 10.15468/dl.xbgz6m
title: Occurrence Download

description: A dataset containing 1979 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inezia subflava (P.L.Sclater & Salvin, 1873)"
 ]
}

 The dataset includes 1979 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0377522-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgwju4
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthozoa",
 "HasCoordinate is true",
 "Country is one of (Denmark)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222775-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbmj33
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cayratia albifolia C.L.Li"
 ]
}

 The dataset includes 319 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128306-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjb7um
title: Occurrence Download

description: A dataset containing 1385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cornus kousa subsp. chinensis (Osborn) Q.Y.Xiang"
 ]
}

 The dataset includes 1385 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128317-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/epfoma
title: PAN-00060279 - oil lamp hook (Roman)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00060279&lt;/p&gt;
description: Modified: 2025-08-11T16:03:59+02:00
DOI: 10.7488/ds/8061
title: Characterising vertical plug flow pneumatic conveying using CFD-DEM

description: OpenFOAM and Aspherix simulation data for the paper, "Characterising vertical plug flow pneumatic conveying using CFD-DEM". It contains the full simulation data of the "base case", which corresponds to Section 4.1 of the paper. Also, the input files of the base cases of the parametric study sections, Sections 4.2 and 4.3 are also provided. The simulation was run using "CFDEMcoupling-Nonspherical-6.1.0" and "Aspherix-6.1.0". Aspherix is a proprietary software from DCS Computing and well recognised within the Discrete Element Method (DEM) research community. In this simulation, plug flow pneumatic conveying is simulated in a vertical and circular pipe using velocity inlet and pressure outlet (P=0). The flow solver is "cfdemSolverPiso" provided within CFDEMCoupling, and its modified version for nonspherical particles, which is again included within the above-mentioned package, provided by DCS Computing GmbH. ### Contents OpenFOAM and Aspherix simulation data are included in folders "CFD" and "DEM", respectively. * CFD data is in the type of OpenFOAM format, which is well-known in the community. Its visualisation can be done on Paraview using the "controlDict.foam" file in CFD/system subfolder. * DEM/post subfolder includes the simulation data output in vtk format. Further postprocessing can also be done by converting these vtk files to desired format. * DEM/result.txt includes "(simulation time) (total number of particles) (total mass) (total translational specific energy) (total rotational specific energy)" in each row.
DOI: 10.5281/zenodo.17971674
title: NIKA: Benchmarking AI Agents for Network Incident Diagnosis and Troubleshooting

description: NIKA: Benchmarking AI Agents for Network Incident Diagnosis and Troubleshooting

The NIKA benchmark releases a large-scale dataset of AI agents’ behaviors for network troubleshooting, comprising over 900 reasoning traces. The dataset is collected by applying three large language models (LLMs) (GPT-5, GPT-5-mini, and GPT-OSS:20B) to troubleshoot network incidents. A network incident is defined as the occurrence of one or more network issues under a specific traffic load within a given network scenario. The NIKA benchmark covers 54 distinct network issues across five network scenarios, including data center and campus networks. These network incidents are further categorized into five classes, as described below.




Issue category
# Issue
# Trace
Representative Issue
Key Signals


Link failures
6
113
Link flap
flap event logs; packet drops




End-host failures

10
180
Conflicting VPN memberships
Overlapping subnets; VPN servers unreachable


Network node errors 
8
96
Number of MPLS labels hit limit
Error logs; packet drops


Misconfigurations 
14
247
BGP ASN mismatch
BGP session fails; ASN mismatch detected


Resource contention
6
162
Microbursts on interface
Reduced throughput; queue buildup


Network under attack
10
108
Service DoS
Surge in HTTP connections; CPU/RAM usage spikes


Total
54
906
-
-




 

The dataset hierarchy is organized as follows: issue_category/issue_name/incident_id/*, where each incident corresponds to one complete troubleshooting trace.



conversation_diagnosis_agent.log records the full trajectory of the troubleshooting/diagnosis agent.



conversation_submission_agent.log records the trajectory of the agent responsible for submitting tasks to the framework.




ground_truth.json contains the ground-truth labels that the agent is expected to submit.




submission.json contains the actual outputs produced by the agent.



The evaluation and benchmarking framework developed to evaluate LLM-based agents and to generate this dataset is available at:

https://github.com/sands-lab/nika