cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15789514
title: Uncanny Semantics - Dataset

description: This dataset contains the curated results of a computational linguistics script used in Wegerhoff (2025).

The script clusters lemmas into semantic categories based on a cosine similarity threshold of 0.7, using a corpus of 325 German academic texts in the field of linguistics—both AI-generated and human-authored. Multiple runs were conducted: individual runs for each POS category (nouns, verbs, adjectives, adverbs), as well as combined runs (e.g., adjectives + adverbs, nouns + verbs, and one run including all categories simultaneously).

How to Read This Dataset





The heatmap files display the 100 most frequent semantic categories for each tested AI model in each run.



Note: The value for a category like “analytisch” does not reflect the frequency of the lemma analytisch itself, but the frequency of all lemmas whose cosine similarity to analytisch is 0.7 or higher.





The *_members.txt files list the lemmas assigned to each semantic category for each run.




The .xlsx files contain the complete numeric results of each run and can serve as a foundation for further statistical analysis.



Script RepositoryGitHub: https://github.com/DayJay1992/SemanticAIAnalysis/
DOI: 10.3535/jw4-xh7-b50
title: Semioscopis steinkellneriana ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xs6-xx0-qch
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6ch-87v-2dm
title: Pleurota bicostella (Clerck, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/15p-s3s-2py
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zha-29c-1j8
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2xj-dvy-hn3
title: Semioscopis steinkellneriana ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/82t-8gc-ccr
title: Stauropus fagi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hvw-tr1-fhd
title: Acronicta (Jocheaera) alni (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rbr-4sn-dp9
title: Xestia (Xestia) collina Boisduval, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x7g-qqh-pq4
title: Litophane hepatica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ahx-vct-h7t
title: Semioscopis steinkellneriana ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hxp-9x3-4n6
title: Coranarta cordigera Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8ce-gqs-nrr
title: Xestia (Xestia) castanea Esper, 1798

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w3c-k5y-8m5
title: Lacanobia (Dianobia) thalassina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f7e-l2q-65b
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/388-9dc-sgf
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0f0-kfz-95n
title: Mesapamea secalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ywk-jln-5v6
title: Deltote (Deltote) uncula (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/36w-5jr-hvp
title: Catocala promissa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g4e-yqc-hxl
title: Deltote (Deltote) uncula (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.w5tes7
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pachydactylus wahlbergii"
 ]
}

 The dataset includes 372 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031428-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7gz-wn3-8am
title: Bryophila (Bryoleuca) raptricula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xtk-whw-nah
title: Coranarta cordigera Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aje-tw6-err
title: Parastichtis suspecta Hübner, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nht-9lt-f07
title: Laspeyria flexula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/swd-190-3n3
title: Lacanobia (Dianobia) thalassina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e79-llw-j1q
title: Melanchra persicariae Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gme-swb-3j0
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/37m-nh2-61y
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dvh-66x-34j
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tzr-mpm-hbn
title: Orthosia (Semiophora) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dnr-g57-e6q
title: Laspeyria flexula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p5q-06f-qc5
title: Colobochyla salicalis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rsm-sg3-tzw
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ts9-qyt-vge
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z76-4ye-agj
title: Lycaena phlaeas (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dbd-w3v-k73
title: Colobochyla salicalis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ek8-q6v-rlc
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pkp-l4l-m52
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mh1-xp6-qgt
title: Mesapamea secalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nfe-8x4-gad
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f1n-9r5-389
title: Melitaea cinxia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m1e-vhf-nlg
title: Xestia (Xestia) baja [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/en6-tq8-tky
title: Boloria aquilonaris (Stichel, 1908)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p0r-x7b-hbp
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qhd-sdf-eaj
title: Colobochyla salicalis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.dd6ekw
title: Occurrence Download

description: A dataset containing 16930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((13.00595 47.51522, 13.05595 47.51522, 13.05595 47.56522, 13.00595 47.56522, 13.00595 47.51522))"
 ]
}

 The dataset includes 16930 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fbf-q28-38e
title: Crambus perlellus Scopoli, 1763

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4t4-37m-nyg
title: Lacanobia (Dianobia) thalassina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17830836
title: Stronger Together: Modeling species distribution under limited occurrence data with Deep Learning and Synthetic Oversample

description: Species Distribution Models face a major challenge in dealing with rare or under-sampled species, due to statistical biases resulting from the lack of training data. To address this issue, in this study we propose the use of the MLSMOTE technique (Multi-Label Synthetic Minority Over-sampling Technique) to generate synthetic samples of minority classes within the most imbalanced labels of the dataset.

To build the dataset, we used presence records of 48 tetrapod species endemic to the Caatinga Domain, which also served as the study area for our analyses.
DOI: 10.3535/1t6-mgf-ml1
title: Lacanobia (Dianobia) thalassina Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/97c-n0g-xyk
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8x2-rgk-nha
title: Laspeyria flexula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/akk-vyp-2xg
title: Xestia (Megasema) c-nigrum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y3l-za0-aqs
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yqg-3rf-0f9
title: Craniophora ligustri ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dcz-8a1-dfw
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/myx-daj-z0t
title: Litophane hepatica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/szp-jbf-pqb
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yj9-zlw-aa0
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1bm-gpd-v0y
title: Ochlodes Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5b5-bgg-q7n
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.4hmerc
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monilinia polystroma",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 70 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031430-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/deq-vx5-w69
title: Hesperia comma Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.kek69p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.567 -2.286824, 103.496681 -2.292389, 103.428092 -2.308947, 103.36292 -2.336092, 103.302768 -2.373154, 103.249118 -2.419223, 103.203289 -2.473164, 103.166409 -2.533651, 103.139389 -2.599195, 103.122894 -2.668182, 103.117332 -2.738915, 103.122842 -2.809652, 103.13929 -2.878651, 103.166273 -2.944214, 103.203128 -3.004724, 103.248949 -3.058691, 103.302608 -3.104785, 103.362783 -3.141871, 103.427993 -3.169033, 103.496629 -3.185603, 103.567 -3.191173, 103.637371 -3.185603, 103.706007 -3.169033, 103.771217 -3.141871, 103.831392 -3.104785, 103.885051 -3.058691, 103.930872 -3.004724, 103.967727 -2.944214, 103.99471 -2.878651, 104.011158 -2.809652, 104.016668 -2.738915, 104.011106 -2.668182, 103.994611 -2.599195, 103.967591 -2.533651, 103.930711 -2.473164, 103.884882 -2.419223, 103.831232 -2.373154, 103.77108 -2.336092, 103.705908 -2.308947, 103.637319 -2.292389, 103.567 -2.286824))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031431-251120083545085/datasets/export for details.
DOI: 10.3535/9yv-fgd-a95
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tyq-9gm-zaa
title: Pyrgus alveus (Hübner, 1802)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bvz-fz6-7e8
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/swz-gwh-7tn
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xz3-a1l-37q
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9bh-wqb-jbp
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s9e-7fw-ags
title: Mesoligia furuncula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8h-s6m-49e
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rf3-des-da6
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wyr-hy4-y2e
title: Gynaephora (Gynaephora) selenitica (Esper, 1789)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jpf-jgm-1ar
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wb7-j7k-1qn
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17830990
title: Dataset van de peilgestuurde drainage rekentool voor Vlaamse landbouwpercelen (OP-PEIL project WP1)

description: Deze Zenodo repository bevat de opgeslagen output datasets bekomen uit een uitgebreide reeks aan SWAP simulaties voor de opmaak van de PGD rekentool. De rekentool, beschikbaar op www.waterradar.be, werd ontwikkeld binnen WP1 van het OP-PEIL project. Technische informatie over de simulaties en een overzichtstabel van de outputvariabelen in de datasets staan beschreven in WP_PGDtool_technischefiche.pdf.
DOI: 10.5281/zenodo.17830991
title: Dataset van de peilgestuurde drainage rekentool voor Vlaamse landbouwpercelen (OP-PEIL project WP1)

description: Deze Zenodo repository bevat de opgeslagen output datasets bekomen uit een uitgebreide reeks aan SWAP simulaties voor de opmaak van de PGD rekentool. De rekentool, beschikbaar op www.waterradar.be, werd ontwikkeld binnen WP1 van het OP-PEIL project. Technische informatie over de simulaties en een overzichtstabel van de outputvariabelen in de datasets staan beschreven in WP_PGDtool_technischefiche.pdf.
DOI: 10.3535/4vm-8jr-knd
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nj8-sew-93s
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nbh-8mw-517
title: Melitaea cinxia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7q4-pw5-kf3
title: Litophane hepatica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xmg-dhe-yyv
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/55b-d14-w2h
title: Scopariinae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ftd-125-zhg
title: Melitaea cinxia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rfh-p84-b5w
title: Semioscopis steinkellneriana ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qry-l35-9d8
title: Agrochola (Anchoscelis) Guenée, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2xf-kkg-7xk
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jyr-7a8-913
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l5p-h96-4p5
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a49-66z-92e
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lsr-h6q-q8y
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pw8-s73-yj3
title: Agrotis exclamationis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xfr-pk1-rrb
title: Polygonia c-album (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2at-lrc-3p6
title: Gynaephora (Gynaephora) selenitica (Esper, 1789)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jpr-e5w-h3l
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mp1-enh-9t0
title: Atolmis rubricollis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jz9-f76-81p
title: Miltochrista miniata (Forster, 1771)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/thx-m45-f7t
title: Melitaea cinxia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c22-s8g-wr8
title: Litophane hepatica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gls-3v1-07z
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jfj-fh7-7av
title: Litophane hepatica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eje-jgw-4bg
title: Clostera pigra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qnc-66x-9lc
title: Gynaephora (Gynaephora) selenitica (Esper, 1789)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.