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1,456 results for “residues”
Generic residue numbering of the GAIN domain of adhesion GPCRs
<p>The dataset corresponding to the publication:</p> <ul> <li>Generic residue numbering of the GAIN domain of adhesion GPCRs <div> <div>Florian Seufert, Guillermo Pérez-Hernández, Gáspár Pándy-Szekeres, Ramon Guixà-González, Tobias Langenhan, David E. Gloriam, Peter W. Hildebrand</div> <div>ReasearchSquare</div> <div><a href="https://doi.org/10.21203/rs.3.rs-4761600/v1" rel="nofollow">https://doi.org/10.21203/rs.3.rs-4761600/v1</a></div> </div> </li> </ul> <p>The archive consists of three files:</p> <ul> <li>gaingrn_data.tgz</li> </ul> <p>Contains the underlying data and object structures for the GAIN-GRN creation process and the python package availabe in <a title="repo" href="https://github.com/FloSeu/GAIN-GRN" target="_blank" rel="noopener">https://github.com/FloSeu/GAIN-GRN</a>. This can be downloaded manually and extracted in the respective GAIN-GRN/ directory or automatically retrieved via a dedicated function</p> <ul> <li>agpcr_gains.tgz</li> </ul> <p>Contains the best (rank 1) PDB model of the ColabFold/AlphaFold2 workflow for each adhesion GPCR GAIN domain, named by its UniProt accession number.</p> <ul> <li>pkd_gains.tgz</li> </ul> <p>Contains the best (rank 1) PDB model of the ColabFold/AlphaFold2 workflow for each polycystic kidney disease (PKD1) / PKD1-like 1 protein (PKD1L1) GAIN domain, named by its UniProt accession number.</p>
Residual stress in 316L stainless steel benchmark additively manufactured arches determined by neutron diffraction and snychtron X-ray diffraction
<p>Residual stress data recorded as part of the EASI-STRESS project. </p> <p>The data presented is the residual stress in three orthogonal directions determined by neutron diffraction (SALSA at ILL) and synchrotron X-ray diffraction (P07 and P61A at Desy operated by Hereon and ID15A at ESRF). The data is for residual stress in a benchmark 316L stainless steel arch manufactured by laser powder bed fusion using a MetalFAB1 additive manufacturing machine. The arch is square topped with dimensions of nominally 20 mm in both the x and y direction (in plane). The overhang which creates the arch shape runs parallel to the y direction. The height of the arch is nominally 10 mm with the ligament above the over hang being of 2 mm nominal thickness. </p> <p>Data for two lines is presented: line 1 runs from the centre of the top surface (defined at the origin) down into the arch (defined as positive z direction). Line 2 runs along to the x axis at a depth of 1 mm into the arch. </p> <p>The stress-free reference used was a reference comb cut from an identically made arch.</p> <p>Different gauge volume sizes and shapes were defined at each institution, all measurement locations indicate the centre of the gauge volume during each measurement. gauge volumes were: P07 200 x 200 µm2, ~1.9 mm, P61A 150 × 150 µm2 ~2.9 mm, ID15A 200 ´ 50 µm2 ~1.7 mm, SALSA 0.6 x 0.6 x2 mm3.</p>
Residual stress data for T6 AlSiCuMg cast wedges determined by neutron diffraction
<p>Residual stress data measured in cast AlSiCuMg wedges in the T6 condition by neutron diffraction at POLDI (PSI) and ENGIN-X (ISIS). <br><br>The wedges were measured at POLDI in three orthogonal directions corresponding to the height of the wedge (x) the depth of the wedge (x) and cross sectional thickness of the wedge (y). The gauge volume was 4 mm cube. <br><br>The stress-free reference was an identically made wedge which had been cut into a reference comb be electro discharge machining. The comb was measured at ENGIN-X using a 2 mm cubic gauge volume. The comb was mastered to the sample measurements using a reference powder measured at both locations so the positionally dependent residual stress could be calculated. </p> <p> </p>
As built and post heat treatment residual stresses in 316L stainless steel additively manufactured benchmark arches
<p>The data presented is the residual stress in three orthogonal directions determined by neutron diffraction (SALSA at ILL) and synchrotron X-ray diffraction (P07 and P61A at Desy operated by Hereon). The data is for residual stress in a benchmark 316L stainless steel arches manufactured by laser powder bed fusion using MetalFAB1 and EOS M290 additive manufacturing machines. These arches are square topped with dimensions of nominally 20 mm in both the x and y direction (in plane). The overhang which creates the arch shape runs parallel to the y direction. The height of the arch is nominally 10 mm with the ligament above the over hang being of 2 mm nominal thickness. </p> <p>Data for part in both an as built and after a 700 °C 2 hour heat treatment are presented. The measurement line runs from the centre of the top surface (defined at the origin) down into the arch (defined as positive z direction).</p> <p>The stress-free reference used was a reference comb cut from an identically made arches. For heat treated samples, heat treated combs were used.</p> <p>Different gauge volume sizes and shapes were defined at each institution, all measurement locations indicate the centre of the gauge volume during each measurement. gauge volumes were: P07 200 x 200 µm2, ~1.9 mm, P61A 150 × 150 µm2 ~2.9 mm, ID15A 200 x 50 µm2 ~1.7 mm, SALSA 0.6 x 0.6 x2 mm3.</p>
Fornax3D Planetary Nebulae Catalouge: MUSE emission residual cubes
<p>The residual data cubes that contain the residual emission lines, focused on the [OIII] 5007 Angstrom region, resulting from passing MUSE data cubes through the GIST pipeline ( < v.2).</p> <p>Header contains all the information to run in the MUSE_PNe_fitting pipeline, which was developed to run on these residual data cubes. The full MUSE cubes can be obtained from the ESO data portal.</p>
Annexes to the EFSA external scientific report "Proposed prospective scenarios for cumulative risk assessment of pesticide residues"
<p>In the context of prospective cumulative risk assessment of pesticides, different options and scenarios for a tiered approach were investigated by means of 15 case studies for the cumulative assessment group associated with an effect on the motor division of the nervous system (CAG-NAM) and 15 case studies for the cumulative assessment group associated with an effect on hypothyroidism (CAG-TCF) (doi:10.2903/sp.efsa.2021.EN-6811). The results of the prospective exposure calculations are reported in the following annexes:</p> <p><strong>Annex A</strong>: Acute exposure calculations - CAG-NAM</p> <p><strong>Annex B</strong>: Chronic exposure calculations - CAG-TCF</p> <p><strong>Annex C</strong>: Results supporting the discussion on prospective acute scenarios - CAG-NAM</p> <p><strong>Annex D</strong>: Results supporting the discussion on prospective chronic scenarios - CAG-TCF</p> <p>The case studies reported above also include fictitious data, which were included for assessing the relevance of the various parameters in these calculations. The results of these case studies do not represent real estimates of exposure or risk, nor do they represent the formal outcome of a risk assessment.</p>
Seroprevalence of IgG antibodies against SARS coronavirus 2 in Belgium – a serial prospective cross-sectional nationwide study of residual samples (March – October 2020)
<p>This dataset contains information on seven prospective cross-sectional nationwide residual sera collection rounds. The samples were analyzed for IgG antibodies against S1 proteins of SARS-CoV-2 with a semi-quantitative commercial ELISA (EuroImmun, Luebeck, Germany).</p> <p>We provide a CSV file containing the following variables:</p> <ul> <li><strong>code</strong>: unique sample code</li> <li><strong>age_cat</strong>: age categories by 10-year age bands (0-10, 10-20, ..., 80-90, 90-Inf), the lower limit is included, e.g. 0-10 = [0,10)</li> <li><strong>sex</strong>: sex (f = female, m = male)</li> <li><strong>province</strong>: province of residence (11 categories)</li> <li><strong>region</strong>: region of residence (3 categories: Brussels, Flanders, Walloon)</li> <li><strong>collection_round</strong>: collection round (values 1 to 7)</li> <li><strong>collection_start</strong>: start date of the collection round</li> <li><strong>collection_end</strong>: end date of the collection round</li> <li><strong>igg_orig</strong>: measured IgG OD value as character (note, a semi-quantitative ELISA was used, i.e. this should not be interpreted continiously)</li> <li><strong>igg_cat</strong>: categorized IgG OD values <ul> <li><em>LoD</em>: IgG OD < 0.15</li> <li><em>negative</em>: 0.15 ≤ IgG OD < 0.8</li> <li><em>borderline</em>: 0.8 ≤ IgG OD < 1.1</li> <li><em>positive</em>: 1.1 ≤ IgG OD</li> </ul> </li> </ul> <p>Please see publication mentioned underneath for more details (<a href="https://doi.org/10.1101/2020.06.08.20125179">https://doi.org/10.1101/2020.06.08.20125179</a>).</p> <p><strong>Funding:</strong> This work received funding from the European Union's Horizon 2020 research and innovation program - project EpiPose (No 101003688), the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement 682540 TransMID), the Flemish Research Fund (FWO 1150017N) and from The Antwerp University Fund; which is a community of donors who contribute to research and education with their personal commitment through a donation, gift, bequest or through academic chairs. The funders had no role in study design, data collection, data analysis, data interpretation, writing or submitting of the report. The corresponding author had full access to all the data in the study and had final responsibility for the decision to submit for publication.</p>
FIG. 31 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 31. — New stratigraphic ranges of the Paleogene Seraphsidae Jung, 1974: 1, Seraphs volutatus (Solander in Brander, 1766); 2, Seraphs olivaceus (Cossmann, 1889); 3, Seraphs chilophorus (Cossmann, 1889); 4, Seraphs peterjungi n. sp.; 5, Seraphs leukoleptus Jung, 1974; 6, Seraphs sp. 1; 7, Seraphs sp. 2; 8, Seraphs sopitus (Solander in Brander, 1766); 9, Seraphs subconvolutus (d'Orbigny, 1852); 10, Diameza (s.s.) fragilis (Defrance, 1825); 11, Diameza (Miniseraphs) eratoides (Cossmann, 1889); 12, Diameza (Miniseraphs) isabella (Bernay in Deshayes, 1865); 13, Paraseraphs praecedens n. sp.; 14, Paraseraphs tetanus Jung, 1974; 15, Paraseraphs placitus Jung, 1974; 16, Paraseraphs armoricus (Vasseur, 1882).
FIG. 28 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 28. — Paraseraphs placitus Jung, 1974 under UV light: A-G, MNHN A28961 (leg. Pacaud), Fercourt, Oise, France, Lutetian; A, ventral view; B, labral view; C, detailed view of the outer lip; D, detailed view of the adapical part of the outer lip; E, detailed view of the dots; F, dorsal view; G, detailed view of the subsutural part; H, I, MNHN A28960 (leg. Pacaud), Parnes, Oise, France, Lutetian; H, dorsal view; I, abapertural view; J-L, MNHN A28963 (Ballot coll.), Grignon, Yvelines, France, Lutetian; J, ventral view; K, dorsal view; L, detailed view of the dots; M, N, MNHN A28966 (Boule coll.), Chaussy (Les Garennes), Val d'Oise, France, Lutetian; M, detailed view of the apical part; N, dorsal view; O, P, MNHN A28964 (Ballot coll.), Grignon, Lutetian; O, dorsal view; P, labral view. Scale bars: A, B, F, H-K, N-P, 10 mm; C-E, G, L, M, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 27 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 27. — Distribution of the pattern types with their intermediaries (Inter.) in Paraseraphs tetanus Jung, 1974.
FIG. 29 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 29. — Paraseraphs Jung, 1974 shells in normal light: A-C, P. armoricus (Vasseur, 1882), MNHN A28788 (leg. Pacaud), Saffré (Bois-Gouët), Loire-Atlantique, France, Bartonian;A, ventral view; B, detailed view of the adapical part of the aperture; C, labral view; D, P. tetanus Jung, 1974, MNHN A29224 (ventral view) (Ferry coll.), Cuise-Lamotte, Oise, France, Ypresian (Cuisian), in comparison to P. armoricus and P. praecedens n. sp.; E, F, P. praecedens n. sp., holotype MNHN A05707 (leg. Pacaud), Abbecourt, Oise, France, Thanetian; E, ventral view; F, dorsal view. Scale bars: A, C, D-F, 10 mm; B, 5 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 24 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 24. — Paraseraphs Jung, 1974 shells in normal light: A-F, P. tetanus Jung, 1974; A-C, MNHN A28579 (Faullummel coll.), Saint- Gobain, Aisne, France, Ypresian (Cuisian); A, ventral view; B, labral view; C, dorsal view; D-F, MNHN A28787 (Ferry coll.), Cuise- Lamotte (Butte-des-Usages), Oise, France, Ypresian (Cuisian); D, ventral view; E, labral view; F, dorsal view; G-M, P. placitus Jung, 1974; G-J, MNHN A28786 (Lhomme coll.), Chaussy (Les Garennes), Val d'Oise, France, Lutetian; G, ventral view; H, labral view; I, detailed view of the apical part; J, dorsal view; K, MNHN A28962 (detailed view of the basal part) (leg. Pacaud), Fercourt, Oise, France, Lutetian; L, M, MNHN A28774 (Lhomme coll.), Chaussy (Les Garennes), Lutetian; L, dorsal view; M, labral view. Scale bars: A-H, J, L, M, 10 mm; I, 5 mm; K, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 26 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 26. — Variability of Paraseraphs tetanus Jung, 1974 in dorsal view and under UV light: A, MNHN A28948, Cuise-Lamotte (Butte-des- Usages), Oise, France, Ypresian (Cuisian); B, MNHN A28943, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); C, MNHN A28944, Cuise-Lamotte (Butte-des-Usages),Ypresian (Cuisian);D, E, MNHN A28952, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian);E, detailed view of the dots; F, G, MNHN A28946, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); G, detailed view of the dots; H, MNHN A28949,Cuise-Lamotte (Butte-des-Usages),Ypresian (Cuisian);I, MNHN A28579 (Faullummel coll.), Saint-Gobain, Aisne,France,Ypresian (Cuisian); J, MNHN A28953, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); K, MNHN A28956 (Faullummel coll.), Saint-Gobain, Ypresian (Cuisian); L, MNHN A28954, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); M, MNHN A28955, Cuise-Lamotte (Buttedes-Usages), Ypresian (Cuisian); N, MNHN A28958 (Faullummel coll.), Saint-Gobain, Ypresian (Cuisian); O, MNHN A28951, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); P, MNHN A28950, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); Q, MNHN A28957, Cuise-Lamotte (Butte-des-Usage), Ypresian (Cuisian); R, MNHN A28959 (Faullummel coll.), Saint-Gobain, Ypresian (Cuisian); A-G, Type 1; H-N, intermediaries 1-2; O-R, Type 2. Scale bars: A-D, F, H-R, 10 mm; E, G, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 23 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 23. — Diameza (Miniseraphs) isabella (Bernay, 1889) under UV light: A-D, neotype, MNHN A28935 (leg. Pacaud), Chaussy (Les Garennes), Val d'Oise, France, Lutetian; A, ventral view; B, labral view; C, dorsal view; D, abapertural view; E, MNHN A28938 (labral view) (leg. Pacaud), Chaussy (Les Garennes), Lutetian; F-J, MNHN A28937 (Faullummel coll.), Chaussy (Les Garennes), Lutetian; F, detailed view of the axial and zigzaging lines; G, ventral view; H, detailed view of the axial lines; I, abapertural view; J, dorsal view; K-P, MNHN A28936, Chaussy (Les Garennes), Lutetian; K, ventral view; L, labral view; M, dorsal view; N, detailed view of the zigzaging axial lines; O, dorsal view in negative; P, abapertural view. Scale bars: A-E, G, I-M, O-P, 10 mm; F, H, N, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 21 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 21. — Diameza (s.s.) fragilis (Defrance, 1825) under UV light: A-F, neotype, MNHN A28939 (leg. Pacaud), Villiers-Saint-Frédéric, Yvelines, France, Lutetian; A, dorsal view; B, detailed view of the chessboard pattern; C, labral view; D, abapertural view; E, detailed view of the chessboard pattern; F, detailed view of the lines; G-I, MNHN A28940 (Faullummel coll.), Villiers-Saint-Frédéric, Lutetian; G, dorsal view; H, detailed view of the zigzagging lines; I, labral view; J, K, MNHN A28784 (Faullummel coll.), Villiers-Saint-Frédéric, Lutetian; J, dorsal view; K, labral view; L-N, MNHN A28942, Villiers-Saint-Frédéric, Lutetian; L, dorsal view; M, detailed view of the zigzagging lines; N, labral view. Scale bars: A, C-D, G, I-L, N, 5 mm; B, E, F, 1 mm; H, M, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 20 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 20. — Diameza Deshayes, 1865 shells in normal light: A-E, Diameza (s.s.) fragilis (Defrance, 1825), MNHN A28784 (Faullummel coll.), Villiers-Saint-Frédéric,Yvelines, France, Lutetian; A, ventral view; B, detailed view of the apical part; C, labral view; D, detailed view of the oblique grooves; E, dorsal view; F-J, Diameza (Miniseraphs) eratoides (Cossmann, 1889);F-H, MNHN A28785 (Faullummel coll.), Chaussy (Les Garennes), Val d'Oise, France, Lutetian; F, ventral view; G, labral view; H, dorsal view; I, MNHN A28934 (detailed view of the oblique grooves) (leg. Pacaud),Fontenay-en-Vexin (Beauregard),Eure, France, Lutetian; J, MNHN B63254 (dorsal view) (Lhomme coll.), Hervelon, Marne, France, Lutetian; K -O, Diameza (Miniseraphs) Isabella (Bernay in Deshayes, 1865); K, L, MNHN A28782 (leg.Pacaud), Parnes, Oise, France, Lutetian; K, ventral view; L, dorsal view; M-O, MNHN A28783 (leg. Pacaud), Cauvigny, Oise, France, Lutetian; M, ventral view; N, labral view; O, dorsal view. Scale bars: A, C, E-H, J-O, 5 mm; B, D, 1 mm; I, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 19. — Seraphs peterjungi n in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 19. — Seraphs peterjungi n. sp. under UV light: A, B, holotype MNHN A28578, Chaussy (Les Garennes), Val d'Oise, France, Lutetian; A, ventral view; B, dorsal view; C, D, paratype MNHN A28537 (Faullummel coll.), Chaussy (Les Garennes), Lutetian; C, ventral view; D, dorsal view; E, F, paratype MNHN A27273 (leg. Pacaud), Chaussy (Les Garennes), Lutetian; E, ventral view; F, dorsal view; G, H, paratype MNHN A28931 (leg. Pacaud), Chaussy (Les Garennes), Lutetian; G, detailed view of the dots; H, dorsal view. Scale bars: A-F, H, 10 mm; G, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 25 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 25. — Paraseraphs tetanus Jung, 1974 under UV light: A-C, MNHN A28946, Cuise-Lamotte (Butte-des-Usages), Oise, France, Ypresian (Cuisian); A, ventral view; B, dorsal view; C, detailed view of the rows of dots; D-F, MNHN A28945, Saint-Gobain, Aisne, France, Ypresian (Cuisian); D, ventral view; E, dorsal view; F, detailed view of the the rows of dots; G-I, MNHN A28947, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); G, ventral view; H, dorsal view; I, detailed view of the the rows of dots; J-L, MNHN A28948, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); J, dorsal view; K, detailed view of the rows and lines; L, detailed view of the subsutural part; M, N, MNHN A28943, Cuise-Lamotte (Butte-de-Usages), Ypresian (Cuisian); M, ventral view; N, dorsal view; O, P, MNHN A28941, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); O, ventral view; P, dorsal view; Q, R, MNHN A28944, Cuise-Lamotte (Butte-des-Usages), Ypresian (Cuisian); Q, ventral view; R, dorsal view. Scale bars: A, B, D, E, G, H, J, M-R, 10 mm; C, F, I, K, 2 mm; L, 5 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 16 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 16. — Seraphs chilophorus (Cossmann, 1889) under UV light: A, B, MNHN A28927 (Roissy coll.), Parnes, Oise, France, Lutetian; A, ventral view; B, dorsal view; C-E, neotype MNHN A25009, Fontenay-en-Vexin, Eure, France, Lutetian; C, ventral view; D, dorsal view; E, detailed view of the dots; F-H, MNHN A28924 (leg. Pacaud), Fercourt, Oise, France, Lutetian; F, dorsal view; G, H, detailed views of the dots; I-K, MNHN A28928 (leg. Pacaud), Parnes, Oise, France, Lutetian; I, ventral view; J, K, dorsal views (K negative view). Scale bars: A-D, F, I-K, 10 mm; E, G, H, 2 mm. Photographs by C. Lemzaouda (MNHN).
FIG. 17 in First Systematic Study using the Variability of the Residual Colour Patterns: The Case of the Paleogene Seraphsidae (Mollusca, Gastropoda, Stromboidea)
FIG. 17. — Variability of Seraphs chilophorus (Cossmann, 1889) in dorsal view and under UV light: A, I, MNHN A28926 (leg. Pacaud), Fercourt, Oise, France, Lutetian; B, MNHN A28924 (leg. Pacaud), Fercourt, Lutetian; C, MNHN A28928 (leg. Pacaud), Parnes, Oise, France, Lutetian; D, MNHN A28922 (leg. Pacaud), Fercourt, Lutetian; E, MNHN A28921 (1965-11 coll.), Saulxmarchais,Yvelines, France, Lutetian; F, MNHN A28923 (leg. Pacaud), Fercourt, Lutetian; G, MNHN A28919 (leg. Pacaud), Parnes, Lutetian; H, MNHN A28891 (leg. Pacaud), Parnes, Lutetian; J, MNHN A28925 (leg. Pacaud), Fercourt, Lutetian; K, MNHN A28888 (leg. Pacaud), Parnes, Lutetian; L, MNHN A28929 (leg. Pacaud), Parnes, Lutetian; M, MNHN A28889 (leg. Pacaud), Parnes, Lutetian; N, MNHN A28890 (leg. Pacaud), Parnes, Lutetian; O, MNHN A28920 (leg. Pacaud), Parnes, Lutetian; A-C, I, Type 1; H, N, O, Type 2; D, E, Type 3; J-M, intermediaries 1-2; F, intermediary 1-3; G, intermediary 2-3. Scale bars: 10 mm. Photographs by C. Lemzaouda (MNHN).
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.