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Figure 11 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 11. Chauliopleona hastata. Non-ovigerous female, BIOICE Stn 2027: (A) habitus; (B) pleonal sternites, lateral; (C) pleonite-5 spur variant; (D) antennule; (E) antenna; (F) uropod. Preparatory male, BIOICE Stn 2027: (G) habitus; (H) antennule. Scale bars: (i) 1 mm for A, G; (ii) 0.5 mm for B–C, 0.25 mm for D–F, H.
Figure 10. Chauliopleona bamberi n in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 10. Chauliopleona bamberi n. sp. Ovigerous female, paratype, AFEN Stn 53815: (A–C) pereopods 1–3, respectively; (D) pereopod-4 ischium; (E) pereopod-4, basis omitted; (F) pereopod-5; (G–H) pereopod-6 basis and propodus-claw, respectively; (J) pleopod endopod (setae very finely plumose, omitted for clarity; and following); (K) pleopod basal article and exopod. Scale bar: 0.25 mm.
Figure 12 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 12. Chauliopleona hastata. Non-ovigerous female, BIOICE Stn 2027: (A) labrum; (B–C) left and right mandibles, respectively; (D) maxillule; (E) maxilla; (F) maxilliped (one palp omitted); (G) maxilliped palp article-2 mesial setation; (H) epignath; (J) cheliped; (K) cheliped propodus mesial comb. Scale bars: (i) 0.25 mm for A–H; (ii) 0.25 mm for J–K.
Figure 9. Chauliopleona bamberi n in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 9. Chauliopleona bamberi n. sp. Ovigerous female, paratype, AFEN Stn 53815: (A) labrum; (B–C) left and right mandibles, respectively; (D) labium; (E) maxillule; (F) maxillule endite spines; (G) maxilla; (H) maxilliped (one palp omitted); (J) maxilliped endite; (K) epignath; (L) cheliped; (M) cheliped propodus mesial comb and dactylus. Scale bars: (i) 0.25 mm for A–K; (ii) 0.25 mm for L–M.
Figure 8. Chauliopleona bamberi n in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 8. Chauliopleona bamberi n. sp. Non-ovigerous female, holotype, AFEN Stn 53919#2/3. (A) habitus; (B) pleon and pleotelson, lateral; (C) pleonite-5 sternal spur. Ovigerous female paratype, AFEN Stn 53815: (D) antennule; (E) antenna; (F) uropod. Preparatory male, allotype, AFEN Stn 53815: (G) cephalothorax–pereonite-1; (H) antennule. Scale bars: (i) 1 mm for A, G; (ii) 0.5 mm for B–C, 0.25 mm for D–F, H.
Figure 6 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 6. Chauliopleona armata. Non-ovigerous female, BIOICE Stn 2856: (A) labrum; (B) left mandible molar; (C) right mandible; (D) maxillule endite; (E) maxilliped (palps omitted); (F) maxilliped palp article-2; (G) epignath; (H) cheliped; (J) cheliped propodus mesial comb and dactylus. Scale bars: (i) 0.25 mm for A–G; (ii) 0.25 mm for H–J.
Figure 5 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 5. Chauliopleona armata. Non-ovigerous female, BIOICE Stn 2856: (A) habitus; (B) pleonal sternites, lateral; (C) antennule; (D) antenna; (E) uropod. Scale bars: (i) 1 mm for A; (ii) 0.5 mm for B; (iii) 0.25 mm for C–E.
Figure 2 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 2. Chauliopleona amdrupii. Non-ovigerous female, BIOICE Stn 3282: (A) habitus; (B) pleonal sternites, lateral; (C) antennule; (D) antenna; (E) pleopod endopod (setae very finely plumose, omitted for clarity; and following); (F) pleopod exopod; (G) uropod. Scale bar: 1 mm for A; 0.5 mm for B; 0.25 mm for C–G.
Figure 7 in Tanaidacea (Crustacea: Peracarida) of the northeast Atlantic: Chauliopleona Dojiri and Sieg, 1997 and Saurotipleona n. gen. from the 'Atlantic Margin'
Figure 7. Chauliopleona armata. Non-ovigerous female, BIOICE Stn 2856: (A–F) pereopods 1–6 respectively; (G) pleopod (setae very finely plumose, omitted for clarity). Scale bar 0.25 mm.
Figure 3 in Two new nematodes, Pseudelzalia longiseta gen. nov., sp. nov. and Paramonohystera sinica sp. nov. (Monhysterida: Xyalidae), from sediment in the East China Sea
Figure 3. Pseudelzalia longiseta gen. nov., sp. nov. (A–D) and Paramonohystera sinica sp. nov. (E, F). (A, E) Anterior portion of the holotype in lateral view. (B, F) Cloacal region of the holotype in lateral view, showing the elongate spicules. (C, D) Tail region of the holotype in lateral view, showing the long caudal setae, the conico-cylindrical tail and the pointed tail-tip devoid of terminal setae. Scale bars: 15 μm.
Figure 2 in Two new nematodes, Pseudelzalia longiseta gen. nov., sp. nov. and Paramonohystera sinica sp. nov. (Monhysterida: Xyalidae), from sediment in the East China Sea
Figure 2. Paramonohystera sinica sp. nov. (A) Overall view of a female showing the ovary, eggs and vulva. (B) Lateral view of the anterior portion of the holotype (male). (C, F) Anterior and posterior detail of the female depicted in A. (D, E) Lateral view of the holotype showing the spicules, gubernaculum and tail region. Scale bars: A, 200 μm; B–F, 30 μm.
Figure 1 in Two new nematodes, Pseudelzalia longiseta gen. nov., sp. nov. and Paramonohystera sinica sp. nov. (Monhysterida: Xyalidae), from sediment in the East China Sea
Figure 1. Pseudelzalia longiseta gen. nov., sp. nov. (male holotype, A–D) and Elzalia floresi (E, type species of Elzalia, redrawn from Gerlach 1957). (A, E) Lateral view of tail region. Note the terminal setae are lacking in the genus Pseudelzalia (A), while in Elzalia there are invariably three terminal setae (E). (B) Lateral view of anterior region showing the cylindrical and cuticularized buccal cavity and the papilliform labial sensilla. (C) Lateral view of cloacal region, showing the elongate spicules and adjacent gubernaculum. (D) Overall view, showing the testis. Scale bars: A–C, E, 20 μm; D, 100 μm.
Figure 9 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 9. Szeptyckiella lii sp. nov. (A) Thoracic chaetotaxy; (B–D) abdominal chaetotaxy: (B) Abd. I–III; (C) Abd. IV; (D) Abd. V. Scale bar: 50 µm.
Figure 8 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 8. Szeptyckiella lii sp. nov. (A) Ant. III organ; (B) lateral process of labial palp; (C) chaetae on the ventral side of head; (D) dorsal cephalic chaetotaxy; (E) trochanteral organ; (F) hind claw; (G) ventral tube; (H) manubrial plaque. Scale bar: 10 µm, A, B, E, F, H; 50 µm, C, D, G.
Figure 7 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 7. Szeptyckiella lii sp. nov. (A) Habitus; (B) mucro; (C) scales on Abd. V; (D) scales on manubrium; (E) anterolateral two S-chaetae on Th. II. Scale bar: 0.5 mm, A; 10 µm, B–E.
Figure 2 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 2. Szeptyckiella boulouparica sp. nov. (A) Antennal chaetae; (B) Ant. III organ; (C) labrum; (D) labial palp; (E) maxillary outer lobe; (F) chaetae on the ventral side of head; (G) dorsal cephalic chaetotaxy; (H) trochanteral organ; (I) inner outstanding mac on Tita; (J) hind claw; (K–M) ventral tube: anterior face (K), posterior face (L), lateral flap (M); (N) manubrial plaque; (O) mucro; (P) scales on tergites; (Q) scales on manubrium; (R) thoracic chaetotaxy. Scale bar: 10 µm, A–E, H–Q; 50 µm, F, G, R.
Figure 6 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 6. Szeptyckiella sinelloides sp. nov., abdominal chaetotaxy. (A) Abd. I–III; (B) Abd. IV; (C) Abd. V. Scale bar: 50 µm.
Figure 5 in Disjunct distribution of Szeptyckiella gen. nov. from New Caledonia and South China undermines the monophyly of Willowsiini (Collembola: Entomobryidae)
Figure 5. Szeptyckiella sinelloides sp. nov. (A) Ant. III organ; (B) lateral process of labial palp; (C) chaetae on the ventral side of head; (D) trochanteral organ; (E) hind claw; (F) anterior face of ventral tube; (G) posterior face of ventral tube; (H) thoracic chaetotaxy. Scale bar: 10 µm, A, B, E; 50 µm, C, D, F–H.
X-ray microtomography of Baltelater bipectinatus gen. et sp. nov., holotype, 6685 (MAIG) (stack data).
<p>X-ray microtomography of <em>Baltelater bipectinatus </em>gen. et sp. nov., holotype, 6685 (MAIG) (stack data).</p>
Song Preference CLassification Dataset for Gen Z
<p>This dataset contains audio recordings of 12 different accents across the UK: Northern Ireland, Scotland, Wales, North East England, North West England, Yorkshire and Humber, East Midlands, West Midlands, East of England, Greater London, South East England, South West England. We split the data into a Male: Female ratio of 1:1. The audio dataset was compiled using opensource YouTube videos and it a collation of different accents, the audio files were trimmed for uniformity. The Audio files are of length 30 seconds, with the first 5 seconds and last 5 seconds of the signal being blank. We also resample the audio signals at 8 kHz, again for uniformity and to remove any noise present in the audio signals whilst retaining the underlying characteristics. The intended application of this dataset was to be used in conjunction with a deep neural network for accent and gender classification tasks.</p> <p>This dataset was recorded for an experimentation looking into applying machine learning techniques for the task of classifying song preference amongst generation Z (18 to 24 years) participants. We define a labelling system corresponding to specific songs with 5 ratings: hate, dislike, neutral, like and love. The songs used for this experiment were chosen due their success for various awards, such as the BRIT awards (BRIT), Mercury Prize (MERC), Rolling Stone most influential albums (ROLS). They are as shown:</p> <p> S1: One Kiss by Calvin Harris and Dua Lipa (BRIT)</p> <p> S2: Don't Delete the Kisses by Wolf Alice MERC)</p> <p> S3: Money by Pink Floyd (ROLS)</p> <p> S4: Shotgun by George Ezra (BRIT)</p> <p> S5: Location by Dave (MERC)</p> <p> S6: Smells Like Teen Spirit by Nirvana (ROLS)</p> <p> S7: God's Plan by Drake (BRIT)</p> <p> S8: Breezeblocks by alt-J (MERC)</p> <p> S9: Lucy In The Sky With Diamonds by The Beatles (ROLS)</p> <p> S10: Thank U, Next by Ariana Grande (BRIT)</p> <p> S11: Shutdown by Skepta (MERC)</p> <p> S12: Billie Jean by Micheal Jackson (ROLS)</p> <p> A Unicorn Hybrid Black was used for recording the EEG data from the participants whilst they were played the control songs listed above. For each of the 12 total song played to a participant during the experiment, there were 8 EEG lead recordings measured of length 20 seconds, with the first 5 seconds and the last 5 seconds being blank for control purposes. The EEG signals were sampled at 250 Hz by the Unicorn Hybrid Black devices, which also filtered the signals to be between 2Hz to 30 Hz in order to remove any noise recorded during the experimentation. There are approximately 5000 data points per reading of a given song, with there being 12 songs played to a total of 10 participants.</p>
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.