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zenodo32/100

FIGURE 1 in An example of the importance of labels and fieldbooks in scientific collections: A freshwater sponge misunderstood for a marine new genus and species

FIGURE 1. Crelloxea spinosa holotype (YPM 9019). A, external morphology. B, transverse section of ectosome and choanosome. C, gemmules. D, oxea. E, acanthoxea. F, acanthostrongyles. G, current label of the holotype of Crelloxea spinosa. Notice the hand-written statement "Field no. 04–46" on the back of the label, just below the inscription "Yale Peabody Museum" at the top right. H, aerial view of Jaboatão dos Guararapes, in Recife metropolitan area, with Olho d'Água Lagoon at the top right.

opennotspecifiedDec 2015View details →
zenodo32/100

FIGURES 1–2. Eidophasia tauricella. 1. External appearance. 2. Holotype labels. 3 in Redescription of Eidophasia tauricella Staudinger, 1880 (Lepidoptera, Plutellidae) with first description of the female genitalia

FIGURES 1–2. Eidophasia tauricella. 1. External appearance. 2. Holotype labels. 3. Female genitalia: a – general view, b – ductus bursae near inception of ductus seminalis

opennotspecifiedDec 2015View details →
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FIGURES 134–154. Primary type labels. 134. D in Dendropaemon Perty, 1830: taxonomy, systematics and phylogeny of the morphologically most derived phanaeine genus (Coleoptera: Scarabaeidae, Scarabaeinae, Phanaeini)

FIGURES 134–154. Primary type labels. 134. D. hirticollis; 135. D. pauliani; 136. D. renatii; 137. D. ater; 138. D. piceus; 139: D. telephus; 140. D. viridis; 141. D. viridipennis. 142. D. convexus; 143. D. fredericki; 144. D. angustipennis; 145. D. bahianus; 146. D. amyntas (=D. attalus); 147. D. ganglbaueri; 148. D. refulgens; 149. D. fractipes; 150. D. fasces; 151. D. haroldi; 152. D. nitidicollis; 153. D. quadratus; 154. D. similis; 155. D. denticollis.

opennotspecifiedDec 2016View details →
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FIGURES 331 – 334. Coniceromyia habitus and holotype label. 331. C in Taxonomic revision of Coniceromyia Borgmeier (Diptera: Phoridae), with the description of three new species from Brazil

FIGURES 331 – 334. Coniceromyia habitus and holotype label. 331. C. pilicoxa holotype; 332. C. vespertilio holotype; 333. C. vespertilio holotype labels; 334. C. vespertilio recently collected specimen.

opennotspecifiedMar 2016View details →
zenodo32/100

FIGURE 2. Melambyrsus hoplita Breddin, holotype female. A, labels accompanying the specimen. B in Melambyrsus hoplita Breddin rediscovered (Hemiptera: Pentatomidae: Discocephalinae): redescription of genus and species

FIGURE 2. Melambyrsus hoplita Breddin, holotype female. A, labels accompanying the specimen. B, left evaporatorium and peritreme, ventrolateral view. C, D, genital plates, lateral and posterior views respectively. Abbreviations: g9, gonapophyses IX; gc8, gonocoxites VIII; gc9, gonocoxites IX; la8, laterotergites VIII; la9, laterotergites IX. Scale bars = 1mm.

opennotspecifiedDec 2017View details →
zenodo32/100

FIGURES 9–14. Holotypes and their labels. Figs. 9–11 and 14, P in Tmetopis revisited: redescription, new synonymies, and revised tribal placement (Hemiptera: Heteroptera: Pentatomidae)

FIGURES 9–14. Holotypes and their labels. Figs. 9–11 and 14, P. hubeiensis Zhang, Lin & Zhao, 1990; Fig. 12, P. hunanensis Lin & Zhang, 1989; Fig. 13, P. jiangxiensis Lin & Zhang, 1989. Fig. 9, dorsal view; Fig. 10, ventral view; Fig. 11, labels; Figs. 12–14, heads in dorsal view. Scales in mm. © IZAS.

opennotspecifiedDec 2017View details →
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FIGURES 3–8. Holotypes and their labels. Figs. 3–5, P in Tmetopis revisited: redescription, new synonymies, and revised tribal placement (Hemiptera: Heteroptera: Pentatomidae)

FIGURES 3–8. Holotypes and their labels. Figs. 3–5, P. hunanensis Lin & Zhang, 1989; Figs. 6–8, P. jiangxiensis Lin & Zhang, 1989. Figs. 3 and 6, dorsal view; Figs. 4 and 7, ventral view; Figs. 5 and 8, labels. Scales in mm. © IZAS.

opennotspecifiedDec 2017View details →
zenodo32/100

cigChannel: A large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

<h2>Assorted channel subset of the cigChannel dataset (V1.0)</h2> <h2>Expansion package of folded and faulted structures</h2> <div> <p>This version includes the last 100 samples (400 samples in total) of the assorted channel subset. Each sample features folded and faulted structures. Explanations of the uploaded zip files are listed below:&nbsp;</p> </div> <ul> <li>Assorted_Channel_Ip_xx-xx.zip: Seismic impedance volumes of sample No.xx to No.xx.</li> <li>Assorted_Channel_Label_xx-xx.zip: Binary-class label volumes of sample No.xx to No.xx, where the value 0 represents the background (non-channel areas) and 1 represents the channel.</li> <li>Assorted_Channel_Seismic_xx-xx.zip: Seismic (amplitude) volumes of sample No.xx to No.xx.</li> </ul> <h3>Portal to the assorted channel subset (main package, the first 300 samples):</h3> <ul> <li>Assorted channel subset: <a href="https://doi.org/10.5281/zenodo.11044512" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.11044512</a></li> </ul> <h3>Portals to the other subsets:</h3> <ul> <li>Submarine canyon subset: <a href="https://doi.org/10.5281/zenodo.11079950" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.11079950</a></li> <li>Meandering channel subset: <a href="https://doi.org/10.5281/zenodo.11078794" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.11078794</a></li> <li>Tributary channel network subset: <a href="https://doi.org/10.5281/zenodo.11073030" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.11073030</a></li> </ul>

opencc-by-4.0Mar 2024View details →
zenodo32/100

Spatiotemporal determinants of response to neoadjuvant radiotherapy and immunochemotherapy in locally advanced mismatch repair proficient rectal cancer (TRIUNITE-01): an open-label, single-arm, phase 2 trial

<p>This dataset contains the raw CyTOF images, gene expression RNAseq and clinic data&nbsp; associated with the paper "Spatiotemporal determinants of response to neoadjuvant radiotherapy and immunochemotherapy in locally advanced mismatch repair proficient rectal cancer (TRIUNITE-01): an open-label, single-arm, phase 2 trial" (SHEN et al. 2024). The MCD files output by CyTOF IMC were exported to one TIFF per channel per sample.</p>

opencc-by-4.0Aug 2024View details →
zenodo32/100

Supplementary Material for 1,2,4-Triazines and Calcium Carbide in the Catalyst-Free Synthesis of 2,3,6-Trisubstituted Pyridines and Their D-, 13C-, and Doubly D2-13C2-Labeled Analogues

<p><a href="https://onlinelibrary.wiley.com/doi/10.1002/asia.202300781">https://onlinelibrary.wiley.com/doi/10.1002/asia.202300781</a></p>

opencc-by-4.0Oct 2023View details →
zenodo32/100

Label-free Identification of Protein Aggregates Using Deep Learning

<p>This is the training and test datasets for 'Label-free Identification of Protein Aggregates Using Deep Learning'.</p>

opencc-by-4.0Oct 2023View details →
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FIGURE 10. Selected holotype labels. A in Revision of the genus Exochomoscirtes Pic (Coleoptera: Scirtidae: Scirtinae) 2598

FIGURE 10. Selected holotype labels. A) Exochomoscirtes bimaculatus Pic; B) E. binotatus Pic; C) E. decemguttatus (Champion); D) E. ephippiatus (Champion); E) E. maculatus (Bourgeois); F) E. maculatus (Waterhouse); G) E. rufomaculatus Pic; H) E. sphaericus (Champion); I) E. tetrastigma (Champion).

opennotspecifiedAug 2010View details →
zenodo32/100

Figs 76–81. Type specimens and associated labels. 76 in Review of the whirligig beetle genus Gyrinus of Venezuela (Coleoptera: Gyrinidae)

Figs 76–81. Type specimens and associated labels. 76 – Gyrinus amazonicus Ochs, 1958, paratype male (BMNH). 77 – G. guianus Ochs, 1935, holotype female (BMNH). 78 – G. racenisi Ochs, 1953, paratype female (SMF). 79 – G. rozei Ochs, 1953, paratype male (SMF). 80 – G. venezolensis Ochs, 1953, paratypes, male and female (SMF). 81 – G. opalinus Régimbart, 1883, syntype male and labels (MNHN).

opennotspecifiedDec 2017View details →
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DeepMRG: a multi-label deep learning classifier for predicting bacterial metal resistance genes

Open the record for dataset details and reuse information.

opencc-by-4.0Nov 2023View details →
zenodo32/100

FIGURE 3. Digitalized tepals with labels. A1, A2, A3 in Morpho-colorimetric characterization of the perigonium of the Alstroemeria pulchra complex (Alstroemeriaceae, Alstroemerieae) as an aid to delimit its infraspecific taxa

FIGURE 3. Digitalized tepals with labels. A1, A2, A3: External tepal set; I1, I2: internal upper tepal set; UL: internal lower tepal set.

opennotspecifiedOct 2023View details →
zenodo32/100

Adults and labels of Coleophora spp. 15. C. knudi sp. nov., ♂ holotype. 16–17. C. afrodianthi sp. nov., 16. ♂ holotype. 17. ♀ paratype. in New and little known Coleophora Hübner, 1822 species from Morocco. Part I (Lepidoptera, Coleophoridae)

Adults and labels of Coleophora spp. 15. C. knudi sp. nov., ♂ holotype. 16–17. C. afrodianthi sp. nov., 16. ♂ holotype. 17. ♀ paratype.

opennotspecifiedNov 2023View details →
zenodo32/100

Adults and labels of Coleophora spp. 1–2. C. retusa sp. nov., 1. ♂ holotype. 2. ♀ paratype. 3–4. C. afrofrischella sp. nov., 3. ♂ paratype. 4. ♀ holotype. 5. C. olei sp. nov., ♂ holotype. 6. C. carsteni sp. nov., ♂ holotype. in New and little known Coleophora Hübner, 1822 species from Morocco. Part I (Lepidoptera, Coleophoridae)

Adults and labels of Coleophora spp. 1–2. C. retusa sp. nov., 1. ♂ holotype. 2. ♀ paratype. 3–4. C. afrofrischella sp. nov., 3. ♂ paratype. 4. ♀ holotype. 5. C. olei sp. nov., ♂ holotype. 6. C. carsteni sp. nov., ♂ holotype.

opennotspecifiedNov 2023View details →
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Adults and labels of Coleophora spp. 7. C. ifranensis sp. nov., ♂ holotype. 8. C. jaskai sp. nov., ♀ holotype. 9. C. submendica sp. nov., ♂ holotype. 10–11. C. adipella sp. nov., 10. ♂ paratype. 11. ♀ holotype. 12–13. C. antiatlasella sp. nov., 12. ♂ paratype. 13. ♂ holotype. 14. C. dikeratella sp. nov., ♂ holotype. in New and little known Coleophora Hübner, 1822 species from Morocco. Part I (Lepidoptera, Coleophoridae)

Adults and labels of Coleophora spp. 7. C. ifranensis sp. nov., ♂ holotype. 8. C. jaskai sp. nov., ♀ holotype. 9. C. submendica sp. nov., ♂ holotype. 10–11. C. adipella sp. nov., 10. ♂ paratype. 11. ♀ holotype. 12–13. C. antiatlasella sp. nov., 12. ♂ paratype. 13. ♂ holotype. 14. C. dikeratella sp. nov., ♂ holotype.

opennotspecifiedNov 2023View details →
zenodo32/100

UKV Lee Waves 700 hPa vertical velocities and hand labels

<p>Data to train models to segment trapped lee waves from vertical velocity NWP data.</p> <p>Full details in QJRMS paper <a href="https://doi.org/10.1002/QJ.4592">https://doi.org/10.1002/QJ.4592</a>.</p> <p>Met Office UKV data available under the&nbsp;<a href="https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/">Open Government Licence</a>.</p>

openogl-uk-3.0Jul 2023View details →
zenodo32/100

Raw Data for 'A Systematic Classification and Labelling Approach to Support a Circular Economy Ecosystem for NdFeB-Type Magnet'

<p>Raw Data for the paper "A Systematic Classification and Labelling Approach to Support a Circular Economy Ecosystem for NdFeB-Type Magnet"&nbsp;</p>

opencc-by-4.0Dec 2023View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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