cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17315240
title: Scanning Electron Microscopy (SEM) Dataset of Additively Manufactured Ni-WC Metal Matrix Composites for Semantic Segmentation

description: This dataset accompanies the publication “Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers.” It contains scanning electron microscopy (SEM) images and corresponding pixel-level segmentation masks used to train, validate, and test deep learning models for microstructural analysis.

The images represent metallographic cross-sections of directed energy deposited (DED) nickel-tungsten carbide (Ni-WC) metal matrix composites (MMCs), prepared through a detailed process involving sectioning, polishing, and etching. Each SEM image highlights key microstructural constituents — matrix, carbide particles, dilution bands, and reprecipitated carbides — with the latter two representing degradation features of reinforcement particles under elevated thermal conditions.

The dataset includes:





AugmentedImages.zip: 405 SEM image crops (512×512 pixels each) obtained from four magnification levels (1000×, 800×, 700×, 600×) and augmented via flips, rotations, elastic transforms, grid distortions, and controlled contrast/brightness variations.




AugmentedMasks.zip: Corresponding manually labeled segmentation masks, generated using the Supervisely interface with pixel-level accuracy and verified for class consistency.



The data were generated and augmented using the Albumentations library to enhance generalization and support high-throughput segmentation studies. The dataset enables benchmarking and comparison of convolutional (e.g., DeepLabV3+) and transformer-based architectures (e.g., SegFormer, UPerNet, Mask2Former, etc.) for microstructure segmentation in additive manufacturing contexts.

Applications:





Training and evaluation of semantic segmentation models for materials characterization




Quantification of carbide degradation and process-induced defects in Ni-WC MMCs




Benchmarking of vision transformer architectures on SEM datasets



File format:





Images: .bmp




Masks: .bmp




Resolution: 512×512 pixels



Acknowledgment:If you use this dataset, please cite the associated article and acknowledge the dataset authors.
DOI: 10.5281/zenodo.17315241
title: Scanning Electron Microscopy (SEM) Dataset of Additively Manufactured Ni-WC Metal Matrix Composites for Semantic Segmentation

description: This dataset accompanies the publication “Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers.” It contains scanning electron microscopy (SEM) images and corresponding pixel-level segmentation masks used to train, validate, and test deep learning models for microstructural analysis.

The images represent metallographic cross-sections of directed energy deposited (DED) nickel-tungsten carbide (Ni-WC) metal matrix composites (MMCs), prepared through a detailed process involving sectioning, polishing, and etching. Each SEM image highlights key microstructural constituents — matrix, carbide particles, dilution bands, and reprecipitated carbides — with the latter two representing degradation features of reinforcement particles under elevated thermal conditions.

The dataset includes:





AugmentedImages.zip: 405 SEM image crops (512×512 pixels each) obtained from four magnification levels (1000×, 800×, 700×, 600×) and augmented via flips, rotations, elastic transforms, grid distortions, and controlled contrast/brightness variations.




AugmentedMasks.zip: Corresponding manually labeled segmentation masks, generated using the Supervisely interface with pixel-level accuracy and verified for class consistency.



The data were generated and augmented using the Albumentations library to enhance generalization and support high-throughput segmentation studies. The dataset enables benchmarking and comparison of convolutional (e.g., DeepLabV3+) and transformer-based architectures (e.g., SegFormer, UPerNet, Mask2Former, etc.) for microstructure segmentation in additive manufacturing contexts.

Applications:





Training and evaluation of semantic segmentation models for materials characterization




Quantification of carbide degradation and process-induced defects in Ni-WC MMCs




Benchmarking of vision transformer architectures on SEM datasets



File format:





Images: .bmp




Masks: .bmp




Resolution: 512×512 pixels



Acknowledgment:If you use this dataset, please cite the associated article and acknowledge the dataset authors.
DOI: 10.3535/nx5-e5d-kl2
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2h-0yx-wyy
title: Watsonalla cultraria (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nrg-rl5-6sr
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w9y-1vp-7gj
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d0j-d98-rlh
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qla-vpc-pzq
title: Clostera pigra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z78-b0k-ang
title: Drymonia dodonaea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fza-d62-rfp
title: Macroglossum stellatarum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6l-ls6-k5a
title: Phyllonorycter blancardella (Fabricius, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8lv-sh3-366
title: Melitaea athalia Fabricius, 1787

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.cm7dtx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus indicus (L.) R.Br.",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096904-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0yz-75q-j6r
title: Peridea anceps (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pam-4j2-ctk
title: Notodonta tritophus ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ff7-rhw-xkl
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3tm-16h-v0k
title: Pheosia gnoma (Fabricius, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7az-r2x-4kk
title: Mimas tiliae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdn-mw3-jxg
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ne-zda-hfh
title: Peridea anceps (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p04-462-q0s
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ez4-q4h-e2d
title: Eupithecia icterata (Villers, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x3-n0m-khd
title: Elachista Treitschke, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4w-2md-575
title: Epermenia illigerella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7et-6h7-w56
title: Ancylis badiana ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bv6-9tg-jqz
title: Yponomeuta cagnagella (Hübner, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8m9-7ej-zpm
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y5-cqy-rqs
title: Stigmella centifoliella (Zeller, 1848) Beirne, 1945

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3yj-lfb-ee2
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nk3-eea-r9c
title: Leucoma salicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2j-mer-4rh
title: Odontosia carmelita (Esper, 1799)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37f-0k6-gg2
title: Thaumetopoea processionea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f35-r1n-28t
title: Clostera anachoreta ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75s-nps-68f
title: Phycitodes maritima Tengström, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ph2-6jv-xpy
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mf5-xld-pbg
title: Eupithecia Curtis, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jft-7vl-y9l
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y27-zk8-2ka
title: Pyrgus Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4g1-jfw-tx0
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kzh-kpg-xgr
title: Hyles euphorbiae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k30-6pf-ass
title: Leucoma salicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ylw-sxg-4tb
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k37-bkg-mqb
title: Calliteara pudibunda (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kyf-zmc-sjc
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4db-291-3a0
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yez-wd5-1zw
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ehw-7lj-pkq
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdk-8s0-pct
title: Anthocharis cardamines (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wy-5gy-b8y
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xvz-el3-3l6
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7n5-f3y-bnz
title: Eudonia Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hpt-kks-ycx
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzr-vs1-4nw
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v65-fz4-581
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x8g-at4-p8v
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9y7-rmb-ath
title: Drymonia velitaris (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwf-x67-6ac
title: Yponomeuta malinellus Zeller, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krf-5rk-xkj
title: Smerinthus ocellata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s34-l39-129
title: Hyles Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v86-eaq-f15
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nh-jac-gyv
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrg-mhg-75q
title: Clostera anachoreta ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f63-9r1-x9f
title: Leucodonta bicoloria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j1x-z46-kx0
title: Clostera pigra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01v-499-1wg
title: Aethes cnicana (Westwood, 1854)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61w-ab2-aa7
title: Hepialus humuli (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pcc-m49-cmt
title: Notodonta torva (Hübner, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6e4-seh-fk8
title: Satyrium Scudder, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h82-27v-6sw
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzt-sqe-2rv
title: Mellicta aurelia (Nickerl, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyk-c56-kp7
title: Mesapamea secalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wyz-jjd-mt9
title: Hyles Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldb-nkh-0b8
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfd-ts6-rpv
title: Notodonta tritophus ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12384574
title: US counties COVID 19 dataset
DOI: 10.3535/68q-0j0-r69
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ms-hhc-ypb
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sjx-phv-pw7
title: Sphinx ligustri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yw5-685-498
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a2n-z8h-9g3
title: Mimas tiliae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e98-nql-l4e
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhn-dzf-ngs
title: Euproctis chrysorrhoea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awj-kk3-291
title: Notodonta tritophus ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvv-4al-rtw
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n5-vt7-l1z
title: Harpyia milhauseri (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mg1-m2s-xh3
title: Furcula furcula (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/774-hgm-qk9
title: Yponomeuta plumbella ([Denis & Schiffermüller], 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xy3-zy4-2yj
title: Gnophos Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bc5-6sn-h13
title: Acrobasis obliqua Zeller, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s40-dec-cpq
title: Biston betularia betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9m-r76-sc7
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1f1-nxg-agl
title: Furcula furcula (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y0-5tr-ba3
title: Drymonia dodonaea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wm-7h4-l0b
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40n-8ev-nkx
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkr-qbr-npe
title: Drymonia dodonaea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ny-dly-b04
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsd-5ma-595
title: Hemaris fuciformis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51n-89c-98b
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v79-jrs-8lf
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69q-y02-fw1
title: Rhodogastria Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ge8-2jy-m5m
title: Yponomeuta padella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/stz-7bm-04d
title: Notodonta dromedarius (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dvn-5vv-1jd
title: Cydia coniferana (Saxesen, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/se7-8ax-cqp
title: Peridea anceps (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kc4-nk4-c1f
title: Gnophos Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2kl-lw3-p66
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ab6-py5-zw8
title: Clostera pigra (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c82-6cc-775
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qy0-zdc-wh0
title: Oidaematophorus mathewianus (Zeller, 1874)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0e4-9tm-p6p
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btg-a5m-w0d
title: Yponomeuta mahalebella Guenée, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zb-w3q-qhc
title: Drymonia dodonaea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ls-325-zky
title: Yponomeuta malinellus Zeller, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gb9-zt2-djw
title: Stauropus fagi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8h-fjw-fdn
title: Peridea anceps (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vhr-3ef-g9y
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vyj-wjs-d2d
title: Stauropus fagi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wv2-hhe-62m
title: Drymonia querna ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.