cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/nwz-msm-27l
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx0-ab6-069
title: Dianthus superbus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17702890
title: TELOS Adversarial Validation Dataset

description: Validation results for TELOS AI

  governance framework demonstrating 100%

  harm prevention across 1,300 adversarial

  attacks from two standardized benchmarks

  (MedSafetyBench, HarmBench).

 

  Key Results:

  - 1,300 attacks validated (900

  MedSafetyBench + 400 HarmBench)

  - 100% harm prevention rate (0% attack

  success)

  - 99.9% CI [0%, 0.28%]

  - 95.8% autonomous blocking (Tier 1)

  - p < 0.001 (highly significant)

  - Six Sigma performance: <2% human

  escalation

  - Three-tier governance architecture (Primacy Attractor

  → RAG → Human)

 

  Files Included:

  - Complete validation datasets from

  MedSafetyBench (NeurIPS 2024) and

  HarmBench (Center for AI Safety)

  - Statistical analysis summary

  - Tier distribution data

Validation Status:

  This dataset demonstrates proof-of-concept validation

  of the TELOS

  governance methodology. The healthcare PA and RAG

  corpus were constructed

  from authoritative public domain sources (HIPAA Privacy

   Rule, HHS guidance,

  peer-reviewed clinical literature) but have not been

  formally validated

  by external healthcare compliance professionals or

  clinical researchers.

  See ERRATA_v1.1.md for detailed clarification on 

  validation scope and 

  recommended steps for clinical deployment.

 

  Validation results for TELOS AI governance framework

  demonstrating 100%

  harm prevention across 1,300 adversarial attacks from

  two standardized

  benchmarks (MedSafetyBench, HarmBench).

 

  Key Results:

  - 1,300 attacks validated (900 MedSafetyBench + 400

  HarmBench)

  - 100% harm prevention rate (0% attack success)

  - 99.9% CI [0%, 0.28%]

  - 95.8% autonomous blocking (Tier 1)

  - p < 0.001 (highly significant)

  - Six Sigma performance: <2% human escalation

  - Three-tier governance architecture (Primacy Attractor

   → RAG → Human)

 

  Files Included:

  - Complete validation datasets from MedSafetyBench

  (NeurIPS 2024) and

    HarmBench (Center for AI Safety)

  - Statistical analysis summary

  - Tier distribution data

  - ERRATA_v1.1.md (validation status clarification)

 

  Validation Status:

  This dataset demonstrates proof-of-concept validation 

  of the TELOS 

  governance methodology. The healthcare PA and RAG 

  corpus were constructed 

  from authoritative public domain sources (HIPAA Privacy

   Rule, HHS guidance, 

  peer-reviewed clinical literature) but have not been 

  formally validated 

  by external healthcare compliance professionals or 

  clinical researchers. 

  Results should be interpreted as methodology 

  demonstration, not certification 

  for clinical deployment. See ERRATA_v1.1.md for

  details.
DOI: 10.3535/nx0-m9l-zrn
title: Woodsia ilvensis (L.) R. Br.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx0-ncb-f7w
title: Salix glauca × phylicifolia x glauca ssp. glauca × phylicifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx0-sj1-plf
title: Carex ericetorum Pollich

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-566-5kq
title: Guenthera persica subsp. persica

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-5gt-apc
title: Corallorhiza trifida Châtel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-7wl-0mh
title: Vicia hirsuta (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-fqj-pck
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-m3l-t1s
title: Carex brunnescens subsp. brunnescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-v7e-vwy
title: Sagittaria sagittifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx1-zcx-c40
title: Juncus effusus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx0-n5y-hk7
title: Epipactis helleborine (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-79j-e3q
title: Equisetum hyemale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-bm7-84h
title: Picea abies (L.) H.Karst.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-fts-zv8
title: Persicaria foliosa (H. Lindb.) Kitag.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-pac-rcq
title: Alchemilla glomerulans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-zzw-8nb
title: Hesperis matronalis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-4dd-5md
title: Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-5mp-cfg
title: Elymus repens (L.) Gould

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-9le-nff
title: Cakile maritima subsp. maritima

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-qrd-ghy
title: Geranium bohemicum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-svq-h2k
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-xfj-d84
title: Sisymbrium altissimum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-2qt-bh2
title: Poa compressa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-305-bmk
title: Malus domestica (Suckow) Borkh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx2-82n-5kl
title: Salix reticulata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx3-gzr-4qm
title: Melilotus officinalis (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-0v4-g8t
title: Eleocharis acicularis (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-60h-jey
title: Salix caprea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-7tr-n30
title: Trollius europaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-b4m-2sl
title: Briza media L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-e1q-m8a
title: Festuca trachyphylla (Hack.) Hack.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-gmw-m9v
title: Alchemilla filicaulis Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-jgj-yvd
title: Lathyrus palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-nx5-cfx
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-xpq-pcr
title: Hydrocharis morsus-ranae L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx4-ya0-f6k
title: Geranium dissectum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-azr-7vz
title: Carex loliacea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-efn-nl7
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-l5e-0qb
title: Trifolium campestre Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-pag-gvh
title: Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-q54-g99
title: Rhynchospora alba (L.) Vahl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx5-tb9-xpf
title: Persicaria foliosa (H. Lindb.) Kitag.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-02k-744
title: Thelypteris palustris Schott

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-b62-dbc
title: Isoetes lacustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-f63-390
title: Carex distans L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-l14-fjv
title: Apera spica-venti (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-wqc-qap
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-yah-y6w
title: Carex macloviana d'Urv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-z1f-0wt
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-8z0-4es
title: Comarum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-bhd-rlg
title: Actaea rubra subsp. rubra

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-eyc-qy7
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-htg-479
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-jdw-lk0
title: Rumex crispus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-9ff-45m
title: Alchemilla filicaulis Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-jyx-sx8
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-h1w-sar
title: Carex limosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-kme-wbb
title: Typha latifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx7-x08-dnp
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-08z-lsy
title: Luzula multiflora subsp. multiflora

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-5sw-1hd
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-91r-src
title: Trichophorum cespitosum (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-m2s-e7r
title: Carex pauciflora Lightf.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-x16-84k
title: Carex mackenziei V.I.Krecz.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-y9n-hnn
title: Dianthus superbus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-yxx-sbx
title: Cardamine flexuosa With.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-3vq-v7f
title: Agrostis mertensii Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-6kj-3y4
title: Trichophorum alpinum (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx8-gl8-59s
title: Sisymbrium altissimum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-8z9-2dt
title: Calamagrostis arundinacea (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-kf1-4k4
title: Lycopodiella inundata (L.) Holub

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-kj1-2hm
title: Gagea lutea (L.) Ker Gawl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-mp9-l3s
title: Salix phylicifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-45x-6da
title: Dryopteris expansa (C. Presl) Fraser-Jenk. & Jermy

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-5aj-p2k
title: Trifolium hybridum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-71a-g63
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-91t-ady
title: Carex nigra subsp. juncea (Fr.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-9wq-jfr
title: Delphinium elatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-bwv-e3e
title: Avena sativa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-fe9-xxw
title: Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-nen-rfq
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-pc0-g7d
title: Diphasiastrum tristachyum (Pursh) Holub

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-qr8-xvq
title: Stellaria longifolia (Regel) Muhl. ex Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx9-s44-4tw
title: Potentilla erecta (L.) Raeusch.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-vz7-xfy
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxa-whl-jal
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-0xd-p30
title: Oxybasis rubra (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-2xs-j8b
title: Carex lepidocarpa var. lepidocarpa

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-5cj-c1p
title: Carex tenuiflora Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-9qn-qkx
title: Papaver somniferum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-bj6-2mt
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-ca5-8rh
title: Actaea spicata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-jfx-awb
title: Alchemilla murbeckiana Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-mx8-g1g
title: Subularia aquatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-p6w-tn8
title: Alisma plantago-aquatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-qw6-3ya
title: Carex chordorrhiza L.f.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-t87-7g4
title: Calamagrostis arenaria (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-vtg-14p
title: Sisymbrium altissimum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxb-vyc-kxg
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-5vk-m4t
title: Papaver somniferum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-6ye-hgh
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-80j-vwh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-byc-whv
title: Digitaria ciliaris (Retz.) Koeler

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-djn-l59
title: Populus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-f1r-j4e
title: Rumex hydrolapathum (Scop.) Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-fd5-h2c
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxc-hgy-ymt
title: Carex vesicaria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.ss7g8x
title: Occurrence Download

description: A dataset containing 20363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Apamea furva"
 ]
}

 The dataset includes 20363 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062407-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbpsne
title: Occurrence Download

description: A dataset containing 673157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium perenne L."
 ]
}

 The dataset includes 673157 records from 1372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266487-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9gesn
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucos basak Heckel, 1843"
 ]
}

 The dataset includes 239 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326336-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7697up
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thamnophilus praecox Zimmer, 1937"
 ]
}

 The dataset includes 602 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015971-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htu8t9
title: Occurrence Download

description: A dataset containing 11303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linepithema humile (Mayr, 1868)"
 ]
}

 The dataset includes 11303 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171429-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch2emq
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (France, Netherlands, Spain, Germany, Ukraine, Bulgaria)",
 "TaxonKey is Pipizella annulata (Macquart, 1829)"
 ]
}

 The dataset includes 180 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004370-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.