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197 results for “Materials Science”
FIGURE 13 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia
FIGURE 13. Arachnospila orientausa Loktionov & Lelej, 2011, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, dorsal view. D. Head, lateral view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Hypopygium, lateral view. H. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.5 mm for F, G, H; 0.2 mm for C, D, E. F, H, G from Loktionov & Lelej 2011.
FIGURE 25 in The type material of spider wasps (Hymenoptera, Pompilidae) deposited in the Federal Scientific Center of the East Asia Terrestrial Biodiversity, Russian Academy of Sciences, Vladivostok, Russia
FIGURE 25. Kuriloagenia ermolenkoi Loktionov & Lelej, 2014, ♂, holotype. A. Labels. B. Habitus, lateral view. C. Head, lateral view. D. Head, dorsal view. E. Head, frontal view. F. Hypopygium and sternum 7, ventral view. G. Genitalia, ventral view. Scale bar: 1.0 mm for B; 0.5 mm for F, G; 0.2 mm for C, D, E. F, G from Loktionov & Lelej 2014.
[Suplemental Materials] Accuracy of bird identifications in citizen science data: a quantification of errors using photographic records
<p><strong>Supporting Information</strong></p> <p><strong>Appendix S1</strong>. The full dataset used in this study with a reproducible R code to perform data quality and network analyses. </p> <p><strong>Appendix S2</strong>. All species ranking of identification accuracy of photo reports submitted to eBird in Argentina. The ranking is first ordered by the minimum value found for either precision and recall scores, and second by the number of samples analyzed for each species. Species that were tagged as difficult to identify are indicated as ‘TRUE’ in column D named ‘hard_to_id’.</p> <p><strong>Appendix S3</strong>. High-resolution network (Html file).</p>
Machine learning for Material Science 2022 - Neural Networks Assignment Dataset
<p>Data for the neural network assignment</p> <p> </p>
OQM9HK: A Large-scale Graph Dataset for Machine Learning in Materials Science
<p>This is a large-scale graph dataset of materials science based on the Open Quantum Materials Database (OQMD) v1.5 .</p> <p><a href="https://storage.googleapis.com/rimcs_cgnn/oqm9hk_dataset_Sep_30_2022.pdf" target="_blank" rel="noopener">Technical Report</a></p> <p><a href="https://www.rimcs.co.jp" target="_blank" rel="noopener">RIMCS Website</a></p> <p><strong>Data Loading</strong></p> <p>A Python code example:</p> <pre><code>import sys sys.path.append('/your/path/to/data/OQM9HK_BEL') import OQM9HK bel_path='/your/path/to/data/OQM9HK_BEL' config = OQM9HK.load_config(path=bel_path) print(config['atomic_numbers']) split = OQM9HK.load_split(path=bel_path) print(len(split['train']), len(split['val']), len(split['test'])) graph_data = OQM9HK.load_graph_data(path=bel_path) name = next(iter(graph_data)) # Frist entry's name graph = graph_data[name] # Graph object print(graph.nodes) print(graph.edge_sources) print(graph.edge_targets) dataset = OQM9HK.load_targets(path=bel_path) # Pandas dataframe print(dataset) train_set = dataset.iloc[split['train']] val_set = dataset.iloc[split['val']] test_set = dataset.iloc[split['test']]</code></pre> <p> </p>
FIGURE 16 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 16. Neoscapteriscus vicinus (Scudder, 1869): Syntype Of Scapteriscus agassizii Scudder, 1869 (A) habitus right view, (B) cOmpOund eyes, Ocelli and missing left antenna in frOntal view, (C) habitus left view, (D) left fOre leg and (E) habitus dOrsal view, (F) leg glued On card and labels. Scale bar = 0.5 cm.
FIGURE 15 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 15. Neoscapteriscus vicinus (Scudder, 1869): Syntype Of Scapteriscus agassizii Scudder, 1869 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and missing antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 14 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 14. Neoscapteriscus vicinus (Scudder, 1869): LectOtype male (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and missing antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 13 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 13. Neoscapteriscus tenuis (Scudder, 1869): HOlOtype female (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view and fOre leg, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 12 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 12. Neoscapteriscus borellii (GigliO-TOs, 1894): AllOtype female Of Scapteriscus acletus Rehn & Hebard 1916 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 11 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 11. Neoscapteriscus borellii (GigliO-TOs, 1894): HOlOtype Of Scapteriscus acletus Rehn & Hebard 1916 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) hind leg glued On card and labels. Scale bar = 0.5 cm.
FIGURE 10 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 10. Neoscapteriscus abbreviatus (Scudder, 1869): HOlOtype (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 9 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 9. Neocurtilla hexadactyla (Perty, 1832): Syntype Of Gryllotalpa longipennis Scudder, 1862 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and missing antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 8 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 8. Leptocurtilla maranona (Scudder, 1875): ParalectOtype (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 7 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 7. Leptocurtilla maranona (Scudder, 1875): ParalectOtype (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 6 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 6. Leptocurtilla maranona (Scudder, 1875): LectOtype (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 4. Gryllotalpa major Saussure, 1874 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 4. Gryllotalpa major Saussure, 1874: HOlOtype Gryllotalpa ponderosa Bruner, 1886 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) left fOre leg in lateral view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 3 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 3. Gryllotalpa africana africana PalisOt de BeauvOis, 1805: ParalectOtype Of Gryllotalpa fossor Scudder, 1869 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 5 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 5. HOlOtype male: Gryllotalpella minor (Bruner, 1916) (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and missing antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
FIGURE 1 in The type material of Gryllotalpidae Leach, 1815 (Insecta: Orthoptera: Ensifera) deposited in the Orthoptera collection of the Academy of Natural Sciences of Drexel University, Philadelphia (ANSP): an updated checklist
FIGURE 1. HOlOtype male: Gryllotalpa cultriger Uhler, 1864 (A) habitus right lateral view, (B) habitus dOrsal view, (C) habitus left lateral view, (D) cOmpOund eyes, Ocelli and antenna in frOntal view, (E) left fOre leg and (F) labels. Scale bar = 0.5 cm.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
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.
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.
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.
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.
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.