cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17851128
title: A Theoretical Bayesian SIR Modeling Framework for Burnout Propagation in Medical Education: Calibrated Simulations, Hierarchical Inference, and Intervention Projections

description: Burnout affects 37.23% (95% CI: 32.66--42.05%) of medical undergraduates globally \citep{almutairi2022prevalence}, rising to 44.2% before residency \citep{frajerman2019burnout} and threatening workforce sustainability. This theoretical manuscript presents a falsifiable framework that integrates an extended Susceptible-Infected-Recovered (SIR) model for burnout contagion with Bayesian hierarchical inference based on meta-analytic priors. Calibrated parameters include initial prevalence \( I(0)/N=0.3723 \) \citep{almutairi2022prevalence}, transmission rate \( \beta=0.05 \) (weekly, derived from longitudinal escalation \citep{hansell2019temporal}), recovery rate \( \gamma=0.02 \) (mindfulness effects, SMD=-0.42 \citep{shi2021mindfulness}), and relapse rate \( \delta=0.01 \). Hierarchical priors are informed by empathy-burnout correlations (ESr=-0.15, 95% CI [-0.21, -0.10] \citep{bergman2024empathy}) and stress models (\( \beta_{\text{stress}}=0.39 \) \citep{kim2024predictive}). MCMC posteriors (10,000 iterations) yield \( \mathbb{E}[\beta_{\text{stress}}]=0.40 \) (95% HDI [0.35, 0.45]), \( \mathbb{E}[\beta_{\text{empathy}}]=-0.16 \) (95% HDI [-0.21, -0.11]). Sobol sensitivity indices attribute 85% of peak variance to \( \beta \); Monte Carlo propagation provides 95% prediction intervals [220, 350] cases (\( N=1000 \)). Posterior predictive checks (\( p=0.07>0.05 \)) confirm fit to empirical peaks (45% in year 3 \citep{hansell2019temporal}). Interventions (e.g., pass/fail grading, OR=1.4 \citep{perlis2024interventions}; mindfulness, 22% peak reduction) are projected to mitigate 15--30% of incidence. Reproducible Python/PyMC code enables verification. This framework supports ethical, evidence-based prevention of burnout across preclinical to residency phases, with broader implications for social epidemics, including depression and anxiety contagion via SEIR extensions. Keywords: Burnout, Medical Education, SIR Model, Bayesian Inference, Sensitivity Analysis, Social Epidemics, SEIR Model
DOI: 10.3535/3h9-e7f-wz4
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p6c-aw0-taz
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.x5hgze
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nereis lamellosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 269 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036216-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/sb3-njv-396
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xw2-l6k-x97
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0sr-vpr-et3
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ym-avb-wj1
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e1p-tb3-8lh
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xq6-0tr-qz4
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/av0-5xs-9v3
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bj0-60p-5ga
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q5t-02x-m6b
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cav-20d-f3m
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cx4-y7x-e57
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zb6-nmv-bn4
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/94f-z82-xd3
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gyc-0dm-mzf
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3as-16e-m8f
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k59-3g8-jal
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d84-77f-wnm
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xmf-p6h-3gh
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zzz-fbe-0p8
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3af-msl-4nc
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pak-kgb-qfp
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/80v-d29-875
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qgc-b40-40y
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s2w-sl4-jfa
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6r1-s6c-gkp
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h70-keg-mvj
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9a8-t9z-7la
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lvd-8hd-8se
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f20-46l-d7m
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hd8-p23-mfw
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c8c-x4d-36q
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lx5-8jn-2tp
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m5v-0af-sgl
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5aw-0p4-w55
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gl0-2ac-wbq
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1sb-1rf-42l
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x93-zhz-qjd
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ene-ryr-qk2
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s5h-pd2-ane
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1ad-1v1-n8j
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wf7-lnc-hrk
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ewf-pn4-2x2
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f3x-ct9-ez1
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1d8-xl1-ehh
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b9s-xmr-gv8
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jtk-yjd-wae
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pmg-l6h-vff
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4qt-y7v-q4x
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9bx-l2x-yn6
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tc3-jnm-t8n
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/psj-bjd-q9w
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tsq-aq8-8kx
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fm1-b43-9vv
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vt1-1f4-c1k
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/31x-wzf-zp2
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wwf-st9-wpa
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gm3-hms-d7v
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xwv-tfr-kkd
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k6d-y81-wvy
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w6w-g7k-xx9
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p69-wsa-rp8
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2dk-4ml-jj8
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h2w-wdf-rrb
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0lm-3k6-qbb
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d29-p1f-jnk
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dlg-yt4-43v
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g23-hw9-99b
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/31c-mfw-c4k
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/r0q-0lb-vv1
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ex9-n75-6fa
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qr0-1v5-njc
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2lj-wsw-nyy
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3fq-75t-ykl
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j1t-vhn-hnf
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wj2-rnt-9mz
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xcd-aym-lwn
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7px-6vz-lcf
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fmc-5fc-xnd
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0h3-8w1-y3p
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8bq-vmp-vac
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ycv-jzx-l9r
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pbd-63w-00a
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rga-r6x-ps7
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z0b-7q2-hjt
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vxm-8pm-wvx
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zkr-3cl-jcn
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q6d-axn-jhx
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wh7-5lb-6qt
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lsy-8k7-s33
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nda-s4t-43r
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/85q-44x-flg
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b3h-fr2-dl5
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1pt-329-cna
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rxk-m8p-f8n
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/859-3g5-78w
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/flv-wca-7jr
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5lt-8l5-nvf
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vem-x52-nbs
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a6b-bg8-k95
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/g1j-c0e-br0
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0zl-yll-07s
title: Aspitates gilvaria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zpt-4mq-9le
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4zs-2h3-ryn
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wn0-6pn-kqa
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/azk-zn2-1ta
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xsl-gyh-8wy
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4r2-bny-yg6
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z4r-yw1-arr
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/try-6y1-5sa
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2ts-t68-h82
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4vd-0vs-6pa
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5aw-4ld-9k0
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7hr-h36-8kv
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/peb-pl3-8l5
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zck-qmj-2hf
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b15-46f-4k2
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d4e-wxp-hke
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kre-s9n-pvb
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pxv-x1s-a1y
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3w5-7s3-47g
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lf1-1xc-spv
title: Psodos coracina (Esper, 1805)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/khs-jrc-adp
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fcz-9dw-vmp
title: Hylaea fasciaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x5q-0hs-vh7
title: Ennomos alniaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c0j-rml-xzt
title: Yezognophos vittaria (Thunberg, 1788)

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