cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/d2y-ats-nnb
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fe9-xsl-agm
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mvm-2y6-zrb
title: Eudonia sudetica Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ptl-87a-t8a
title: Acronicta (Triaena) cuspis (Hübner)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n31-nxp-28j
title: Ochropleura plecta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n6t-m6b-6tw
title: Mythimna (Mythimna) impura Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nq0-j3x-twe
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xsd-z0t-bcg
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/npq-xt1-6eq
title: Agrotis vestigialis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s4n-mn8-75l
title: Eumedonia eumedon (Esper, 1780)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aap-vbq-m3v
title: Euclidia (Euclidia) glyphica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aq2-7jr-95m
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dca-b5n-6aj
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lj0-bss-wkh
title: Agrotis clavis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ylh-p0l-c0c
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4zh-cgj-yzj
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cs2-xtq-zpv
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ecv-plb-84x
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pdx-bd9-esz
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.r9wysb
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piper marginatum"
 ]
}

 The dataset includes 322 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030549-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/c11-77x-g48
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/798-300-tqf
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wgj-4rq-alv
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9gm-554-kpd
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fgj-kv0-v2p
title: Hypomeces atomarius Desbrochers des Loges, 1891

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/793-nrc-npl
title: Agrotis clavis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zba-qly-c75
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nva-7vy-dh8
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qlp-8wd-y7l
title: Hecatera bicolorata Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/09c-erv-mvm
title: Actebia (Actebia) praecox Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g8m-z5c-zht
title: Actebia (Actebia) praecox Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/46g-rxj-fs7
title: Dasypolia (Dasypolia) templi Thunberg, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q0y-73s-mt5
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g7h-hdh-p6d
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mn4-nkw-e0t
title: Agrotis vestigialis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z9x-3ty-s5e
title: Euclidia (Euclidia) glyphica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/200-57s-jc0
title: Nonagria typhae Thunberg, 1794

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vxl-g7d-02p
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lfe-hz9-k9y
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vc3-8z3-cg0
title: Euclidia (Euclidia) glyphica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7cx-1za-xvm
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/scq-wa6-g5w
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lyh-m9l-n71
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t2r-4zc-hjn
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k3j-73s-e1q
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pxf-47v-957
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s1q-saz-bnw
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s9b-kl8-xme
title: Depressaria radiata Staudinger, 1880

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/81g-jtq-hn7
title: Depressaria radiata Staudinger, 1880

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l7s-dj9-1xw
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0a7-tpv-x2h
title: Agrotis vestigialis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8nl-ajg-b8y
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/srk-cqj-vnm
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vvt-tm7-qag
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/56z-th3-3kt
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6qz-nf2-wf3
title: Agrotis clavis Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pcq-qtt-3yq
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ewz-80k-lzt
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/stw-592-mx5
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m29-akp-y9x
title: Photedes captiuncula Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vw4-aw0-s9b
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2ns-1xw-94y
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rv5-9xk-9m6
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/57a-mqw-d6n
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sh3-5l2-v65
title: Dasypolia (Dasypolia) templi Thunberg, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0wr-bb9-0x7
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t28-frs-hrl
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17825792
title: Monte Carlo Simulation Data and Code for Threshold Policies in Educational Early Warning Systems

description: This record contains the complete data, code, and figures for a Monte Carlo simulation study on threshold policies in educational early warning systems (EWS). The simulations examine how different ways of converting risk scores into alerts—such as workload caps, recall-oriented rules, group-specific thresholds, cost-sensitive policies, and precision-first rules—shape the joint behaviour of workload, predictive performance, and group-based fairness when flagging students at risk of dropout or academic failure. Rather than optimising prediction models in isolation, the study focuses on the decision layer where continuous risk scores are turned into discrete alerts under resource constraints.

The “true world” is a stylised but realistic logistic data-generating process with two time points (T1, T2), two continuous indicator families (reverse-coded readiness and emotional distress), and two student groups with different base rates and risk profiles. Four design factors are fully crossed: the overall base rate of at-risk students (0.20, 0.30, 0.40), group separation on the indicators (d = 0.00, 0.30, 0.60), total sample size (N = 600, 1200), and whether the prediction models include the group indicator G or omit it. Crossing these factors yields 36 design conditions. For each condition, two logistic prediction models (T1-only vs. T1+T2) are fitted on a 70% training split and evaluated on a 30% test split, and five threshold-policy families are derived on the training data and then applied to test-set probabilities. Each cell is replicated 10,000 times with independent seeds.

The deposit is organised into a fig folder with all figures (workload–performance, fairness–workload, cost–fairness, and sensitivity plots), an R code folder containing the main simulation script (threshold_sim.R), a Result/Full Data folder with per-condition CSV files in both replication-level (“long”) and Monte Carlo summary (“summ”) formats plus two combined “36-condition” tables, and a threshold folder with an RStudio project (threshold.Rproj) and renv files to recreate the original package environment. Together, these materials allow users to reproduce all results, inspect the full distribution of metrics across replications, and reuse or extend the simulation framework for other early-warning or algorithmic-fairness studies.
DOI: 10.3535/n9s-19l-2wg
title: Drepana falcataria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rfj-7e9-v7f
title: Agonopterix liturosa Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17825791
title: Monte Carlo Simulation Data and Code for Threshold Policies in Educational Early Warning Systems

description: This record contains the complete data, code, and figures for a Monte Carlo simulation study on threshold policies in educational early warning systems (EWS). The simulations examine how different ways of converting risk scores into alerts—such as workload caps, recall-oriented rules, group-specific thresholds, cost-sensitive policies, and precision-first rules—shape the joint behaviour of workload, predictive performance, and group-based fairness when flagging students at risk of dropout or academic failure. Rather than optimising prediction models in isolation, the study focuses on the decision layer where continuous risk scores are turned into discrete alerts under resource constraints.

The “true world” is a stylised but realistic logistic data-generating process with two time points (T1, T2), two continuous indicator families (reverse-coded readiness and emotional distress), and two student groups with different base rates and risk profiles. Four design factors are fully crossed: the overall base rate of at-risk students (0.20, 0.30, 0.40), group separation on the indicators (d = 0.00, 0.30, 0.60), total sample size (N = 600, 1200), and whether the prediction models include the group indicator G or omit it. Crossing these factors yields 36 design conditions. For each condition, two logistic prediction models (T1-only vs. T1+T2) are fitted on a 70% training split and evaluated on a 30% test split, and five threshold-policy families are derived on the training data and then applied to test-set probabilities. Each cell is replicated 10,000 times with independent seeds.

The deposit is organised into a fig folder with all figures (workload–performance, fairness–workload, cost–fairness, and sensitivity plots), an R code folder containing the main simulation script (threshold_sim.R), a Result/Full Data folder with per-condition CSV files in both replication-level (“long”) and Monte Carlo summary (“summ”) formats plus two combined “36-condition” tables, and a threshold folder with an RStudio project (threshold.Rproj) and renv files to recreate the original package environment. Together, these materials allow users to reproduce all results, inspect the full distribution of metrics across replications, and reuse or extend the simulation framework for other early-warning or algorithmic-fairness studies.
DOI: 10.3535/bzm-ds4-qby
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2h5-vxd-c5w
title: Depressaria radiata Staudinger, 1880

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2t7-t2a-rd7
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c24-9y7-f8x
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t6n-42j-y08
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gg3-tjl-q7p
title: Depressaria pimpinellae Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pwl-wf0-sr2
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/31r-2fs-015
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wkv-3rf-r3g
title: Dasypolia (Dasypolia) templi Thunberg, 1792

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v4e-xxq-a1v
title: Helotropha leucostigma Hübner, 1808

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wyz-61k-jmq
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gmv-t74-esd
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mr5-2ga-m70
title: Pyrausta cingulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h8f-fhs-dr7
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n5k-q4w-k7t
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/af4-bmg-gnb
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/atv-4n1-cp9
title: Agonopterix liturosa Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dbd-jwg-5zh
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1l4-frs-zmm
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/972-lya-5br
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f1w-kn8-1d0
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k8w-stb-t0f
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/va5-ngl-wws
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w1z-l85-ben
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2xm-tea-0h8
title: Coscinia cribraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qr2-0yc-35m
title: Euxoa (Euxoa) cursoria Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dz3-wr5-698
title: Archanara dissoluta Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lex-rrj-zfp
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t10-nfc-tyw
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0fb-hvg-z2l
title: Agonopterix liturosa Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e47-q2p-sba
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y1c-frr-kcv
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4w7-tdy-n73
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a58-br4-nd0
title: Agonopterix liturosa Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j4k-qkb-py7
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/571-9hx-9j2
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tla-zfn-jq1
title: Biota

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/enm-bpq-35e
title: Depressaria pimpinellae Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ye1-9qm-bgz
title: Lithophane (Lithophane) furcifera Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/blt-kkt-ejy
title: Pyrausta ostrinalis Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j6z-y8z-eqe
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2n0-xwy-sdv
title: Apamea (Apamea) illyria Freyer, 1846

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