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Figure 13 in The flower bug genus Orius Wolff, 1811 (Hemiptera: Heteroptera: Anthocoridae: Oriini) of Thailand
Figure 13. Pygophore with paramere, dorsal view. (A) O. maxidentex (ejaculatory bulb omitted); (B) O. tantillus; (C) O. dravidiensis. Abbreviations: eb = ejaculatory bulb; prm = paramere; pyg = pygophore. Scale bars: 0.1 mm.
Figure 4 in The flower bug genus Orius Wolff, 1811 (Hemiptera: Heteroptera: Anthocoridae: Oriini) of Thailand
Figure 4. Habitus. (A, B) O. maxidentex, male, dorsal and lateral views; (C, D) same, female, dorsal and lateral views; (E, F) O. tantillus, male, dorsal and lateral views; (G, H) same, female, dorsal and lateral views; (I, J) O. dravidiensis, male, dorsal and lateral views; (K, L) same, female, dorsal and lateral views. Scale bars: 0.5 mm.
Figure 2 in The flower bug genus Orius Wolff, 1811 (Hemiptera: Heteroptera: Anthocoridae: Oriini) of Thailand
Figure 2. Habitus. (A, B) O. sakaerat, holotype, male, dorsal and lateral views; (C, D) same, paratype, female, dorsal and lateral views; (E, F) O. taksini, holotype, male, dorsal and lateral views; (G, H) same, paratype, female, dorsal and lateral views; (I, J) O. tomokunii, holotype, male, dorsal and lateral views; (K, L) same, paratype, female, dorsal and lateral views. Scale bars: 0.5 mm.
Figure 10 in The flower bug genus Orius Wolff, 1811 (Hemiptera: Heteroptera: Anthocoridae: Oriini) of Thailand
Figure 10. Head and pronotum, male, dorsal view. (A) O. crassus, holotype; (B) O. maxidentex; (C) O. tantillus; (D) O. dravidiensis. Scale bars: 0.2 mm.
Figure 12 in The flower bug genus Orius Wolff, 1811 (Hemiptera: Heteroptera: Anthocoridae: Oriini) of Thailand
Figure 12. Pygophore with paramere, dorsal view. (A) O. filiferus, holotype; (B) O. machaerus, holotype; (C) O. inthanonus, holotype; (D) O. crassus, holotype. Abbreviations: eb = ejaculatory bulb; prm = paramere; pyg = pygophore. Scale bars: 0.1 mm.
Enhanced Bug Prediction in JavaScript Programs with Hybrid Call-Graph Based Invocation Metrics (Training Dataset)
<p>This dataset consists of multiple files which contain bug prediction training data.</p> <p>The entries in the dataset are JavaScript functions either being buggy or non-buggy. Bug related information was obtained from the project EsLint contained in BugsJS (https://github.com/BugsJS/eslint). The buggy instances were collected throughout the lifetime of the project, however we added non-buggy entries from the latest version which is tagged as fix (entries which were previously included as buggy were not included as non-buggy later on).</p> <p>The dataset is based on hybrid call graphs which are constructed by https://github.com/sed-szeged/hcg-js-framework. The result of this tool is a call graph where the edges are associated with a confidence level which shows how likely the given edge is a valid call edge.</p> <p>We used different threshold values from which we considered the edges to be valid. The following threshold values were used:</p> <ul> <li>0.00</li> <li>0.05</li> <li>0.20</li> <li>0.30</li> </ul> <p>The prefix in the dataset file names are coming from the used threshold. The the datasets include coupling metrics NII (Nubmer of Incoming Invocations) and NOI (Number of Outgoing Invocations) which were calculated by a static source code analyzer called SourceMeter. Hybrid counterparts of these metrics (HNII and HNOI) are based on the given threshold values.</p> <p>There are four variants for all of these datasets:</p> <ul> <li>Both static (NII, NOi) and hybrid (HNII, HNOI) coupling metrics are included with additional static source code metrics and information about the entries (file without any postfix). Column contained only in this dataset are: <ul> <li>ID</li> <li>Name</li> <li>Longname</li> <li>Parent ID</li> <li>Component ID</li> <li>Path</li> <li>Line</li> <li>Column</li> <li>EndLine</li> <li>EndColumn</li> </ul> </li> <li>Both static (NII, NOi) and hybrid (HNII, HNOI) coupling metrics are included with additional static source code metrics (file with '_h+s' postfix)</li> <li>Only static (NII, NOI) coupling metrics are included with additional static source code metrics (file with '_s' postfix)</li> <li>Only hybrid (HNII, HNOI) coupling metrics are included with additional static source code metrics (file with '_h' postfix)</li> </ul> <p>Static source code metrics which are contained in all dataset are the following:</p> <ul> <li>McCC - McCabe Cyclomatic Complexity</li> <li>NL - Nesting Level</li> <li>NLE - Nesting Level Else If</li> <li>CD - Comment Density</li> <li>CLOC - Comment Lines of Code</li> <li>DLOC - Documentation Lines of Code</li> <li>TCD - Total Comment Density (Comment Lines in an emedded function will be also considered)</li> <li>TCLOC - Total Comment Lines of Code (Comment Lines in an emedded function will be also considered)</li> <li>LLOC - Logical Lines of Code (Comment and empty lines not counted)</li> <li>LOC - Lines of Code (Comment and empty lines are counted)</li> <li>NOS - Number of Statements</li> <li>NUMPAR - Number of Parameters</li> <li>TLLOC - Logical Lines of Code (Lines in embedded functions are also counted)</li> <li>TLOC - Lines of Code (Lines in embedded functions are also counted)</li> <li>TNOS - Total Number of Statements (Statements in embedded functions are also counted)</li> </ul>
A Static-Based Approach to Detect SQL Semantic Bugs Dataset
<p>The dataset used for our study: A Static-Based Approach to Detect SQL Semantic Bugs.</p> <p>This dataset contains more than 172,000 queries extracted from StackOverflow posts. It was built for analysing the prevalence of semantic bugs in SQL queries.</p> <p>For more information about our study and tools see our GitHub repository: <a href="https://github.com/SERG-Delft/sql-bug-finder">https://github.com/SERG-Delft/sql-bug-finder</a></p> <p>Description of included files:</p> <ul> <li>sql_db.png: database ER diagram</li> <li>homedb_queries.sql: contains queries extracted from StackOverflow posts</li> <li>homedb_questions.sql: contains SQL related question posts extracted from StackOverflow</li> <li>homedb_answers.sql: contains the answers to SQL related question posts extracted from StackOverflow</li> <li>homedb_bugs.sql: contains queries with semantic bugs extracted from StackOverflow posts</li> <li>homedb_owners.sql: contains data related to the owners (users) of SQL StackOverflow posts</li> <li>homedb_pages.sql: artifact from book-keeping script, tracking the StackOverflow pages from which SQL queries were extracted (SQL tagged pages, ordered by votes in descending order)</li> </ul>
Fig. 7 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 7. Photographs and scanning electron micrographs of Coridromius taravao sp. nov. and Metrosideros collina. A. Head and pronotum, anterior view. B. Right lateral view, ♀. C. Dorsal habitus, ♀. D. Photograph of Metrosideros collina at Taravao Plateau. E. Detail of metepimeral lobe and anterior of abdomen; arrow indicates possible site of insemination. F. ♂ genitalia, apex of left paramere broken off; arrow indicates apophysis of pygophore margin. MET = metapimeral lobe.
Fig. 5 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 5. Photographs and scanning electron micrographs of Coridromius norfolkensis sp. nov. A. Lateral view, ♂. B. Head and pronotum, anterior view, ♂. C. Photograph of C. norfolkensis sp. nov. (sex unknown) on Schinus terebinthifolius, showing alternate scutellum colouration. D. Dorsal habitus, ♂. E. Metathorax and anterior of abdomen, lateral view, ♀, arrow indicates site of insemination. F. ♂ genitalia, posterior view. FG = folded groove of pygophore, LP = left paramere, MET = metepimeral lobe, RP = right paramere.
Fig. 2 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 2. Photographs and scanning electron micrographs of Coridromius eremnos sp. nov. and C. fomangsu sp. nov. — A-B. Coridromius eremnos sp. nov. A. Dorsal habitus. B. Head and pronotum, anterior view. — C-F. Coridromius fomangsu sp. nov. C. Head and pronotum, anterior view. D. Dorsal habitus. E. Male genitalia, posterior view. F. Male genitalia, posteroventral view. LP = left paramere, MLS = mesal longitudinal suture of pygophore, RP = right paramere, VAP = ventral apical process of pygophore.
Fig. 6 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 6. Photographs and scanning electron micrograph of Coridromius tafo sp. nov. A. Dorsal habitus. B. Head and pronotum, anterior view. C. ♂ genitalia. LP = left paramere, MLS = mesal longitudinal suture of pygophore, RP = right paramere, VAP = ventral apical process.
Fig. 1 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 1. Photographs and scanning electron micrographs of Coridromius basilanus sp. nov. A. Head and pronotum, anterior view. B. Dorsal habitus. C. Lateral view. D. Head and prothorax, lateral view. E. ♂ genitalia. LP = left paramere, MET = metepimeron, MS = mesal sulcus, PEM = proepimeron, RP = right paramere, VAP = ventral apical process of pygophore.
Fig. 4 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 4. Photographs and scanning electron micrographs of Coridromius mulu sp. nov. A. Dorsal habitus, ♂. B. Head and pronotum, anterior view, ♂. C. Lateral view, ♀. D. Head and thorax, lateral view. E. Metathorax and anterior of abdomen of ♀, lateral view; arrow indicates site of insemination. F. ♂ genitalia. G. Photograph of ♂ on unidentified species of Homalanthus. LP = left paramere, MET = metathoracic lobe, MLS = mesal longitudinal suture of pygophore, RP = right paramere, VAP = ventral apical process of pygophore.
Fig. 3 in Description of eight new species of the traumatically inseminating plant bug genus Coridromius (Heteroptera: Miridae: Orthotylinae: Coridromini)
Fig. 3. Photographs and scanning electron micrographs of Coridromius macchabeeus sp. nov. A. Head and pronotum, anterior view. B. Dorsal habitus. C. Head and prothorax, lateral view. D. Metathorax and anterior of abdomen, lateral view, arrow indicates copulatory guide. MET = metepimeral lobe, PEM = proepimeron.
FIGURE 9 – 10. 9 in New fossil lace bugs (Heteroptera: Tingidae) from the Middle Eocene of the Grube Messel (Germany), with a catalog of fossil lace bugs
FIGURE 9 – 10. 9, Dorsal habitus of holotype of Chorotingiotes prisca (SMF MeI 7690); 10, Detail of areolate hemelytra of C. prisca (SMF MeI 7690).
FIGURE 3 – 6. 3 in New fossil lace bugs (Heteroptera: Tingidae) from the Middle Eocene of the Grube Messel (Germany), with a catalog of fossil lace bugs
FIGURE 3 – 6. 3, Dorsal habitus of holotype of Exmesselensis disspinosus (SMF MeI 6301); 4, Detail of areolate hemelytra of E. disspinosus (SMF MeI 6301); 5, Lateral habitus of paratype (SMF MeI 6958); 6, Detail of head and antennae structures (SMF MeI 6958).
FIGURE 4 in A unique new genus and species of the phyline plant bug tribe Hallodapini from the Philippines and Thailand (Hemiptera: Heteroptera: Miridae: Phylinae: Hallodapini)
FIGURE 4. Genital segments of Peniculimiris meniscus and five other hallodapine species (see Appendix), named on figures.
FIGURE 3 in A unique new genus and species of the phyline plant bug tribe Hallodapini from the Philippines and Thailand (Hemiptera: Heteroptera: Miridae: Phylinae: Hallodapini)
FIGURE 3. Male genitalia of Peniculimiris meniscus, holotype (A − E) and Clapmarius thailandana (F) and Acrorrhinium tritonion (G − H). A. Left paramere. B. Pygophore, dorsal view. C. Ditto, ventral view. D. Ditto, right lateral view. E. Ditto, right dorsolateral view. F & H. Endosoma. G. Pygophore, dorsal view. Arrowed: Pouch-like inner extension of phallotheca, or conjunctiva. Scale bars 0.2 mm.
FIGURE 2 in A unique new genus and species of the phyline plant bug tribe Hallodapini from the Philippines and Thailand (Hemiptera: Heteroptera: Miridae: Phylinae: Hallodapini)
FIGURE 2. Habitus images of Peniculimiris meniscus, holotype male (Philippines) and paratype female (Thailand), named on figures.
FIGURES 15 – 19 in First record of the thread-legged assassin bug genus Proguithera from Japan, with description of a new species (Hemiptera: Heteroptera: Reduviidae)
FIGURES 15 – 19. Left foreleg of Proguithera kiinugama sp. nov., male. 15, Femur, anterolateral view; 16 basal part of femur, anterolateral view; 17 – 18, tibia, anterolateral (17) and ventral (18) views; 19, tarsus, anterolateral view. Scale bar: 1.0 mm for Fig. 15; 0.5 mm for Figs. 16 – 19.
ScienceDex guides
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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.