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Distribution of Rare Earth Elements and Implication for Ce anomalies in the Clay-Sized Minerals of Deep-sea Sediment, Western Pacific Ocean
<p>西太平洋深海沉积物粘土大小矿物稀土元素分布及对Ce异常的影响</p>
Raw Data for the article: In Vitro Evaluation of Nanoerythrosome Cytotoxicity and Uptake in Pancreatic Endothelial Cells: Implications for β-Cell Imaging Applications
<p>Biomolecule-targeted imaging represents one of the most difficult challenges in medicine. Nanoerythrosomes (NERs) are nanovesicles obtained after lysis of red blood cells, and they are promising tools for drug delivery and imaging. In this work, a formulation based on NERs functionalized with 7-amino-3-methylcoumarin via cross-linking was tested on rat INS-1E and mouse MIN6 β-cells and endothelial MSI cell lines. First, the morphology, size, ζ-potentials, and spectroscopic properties of the aggregates were investigated, highlighting that the functionalization did not significantly affect the nanoparticles' physicochemical features. <em>In vitro</em>, the nanoparticles did not significantly affect the proliferation and function of INS-1E and MIN6 β-cells at different concentrations. Only at the highest concentration tested on the MSI cell line, the formulation inhibited proliferation. Furthermore, NER aggregates were not internalized in both INS-1E and MIN6 cell lines, while a diffuse fluorescence was noticed in the cytosol of the MSI cell line at the highest concentrations. These findings proved that NER formulations might represent a new nanotool for β-cell imaging as a part of a strategy aimed to prevent any intracellular accumulation, thus reducing/avoiding side effects.</p>
Figs 12–16 in Labial morphology in Blephariceridae (Diptera: Nematocera): a new interpretation with phylogenetic implications, and a note on colocephaly
Figs 12–16. Transformation series in New Caledonian Apistomyiini (see also Fig. 10 for unmodified apistomyiine form). 12. Curupirina microcephala Stuckenberg; 13. Curupirina starmuhlneri Stuckenberg. 14–16. Nesocurupira curtirostris Stuckenberg: 14. head in frontal view; 15. posterior view of reduced mouthparts (lm = labrum; lp = labial palp; mp = maxillary palp); 16. empty mouthpart sheaths of pupa; (from Stuckenberg 1970).
Figs 5–7. 5 in Labial morphology in Blephariceridae (Diptera: Nematocera): a new interpretation with phylogenetic implications, and a note on colocephaly
Figs 5–7. 5. Edwardsininae, lateral view of head of Edwardsina confusa Zwick. 6–7. Paltostomatini, labium in dorsal view: 6. Elporia scruposa Stuckenberg. 7. Kelloggina elnorae Edwards.
Supplementary material 1 from: Van Phung K, Van Tran D, Thanh Dong H, Quang Luu V, Bac Bui V, Tien Vu T (2023) Changes in suitable habitat for the critically endangered Northern white-cheeked gibbon (Nomascus leucogenys) in the Western Nghe An Biosphere Reserve, Vietnam: Implication for conservation. Nature Conservation 51: 167-188. https://doi.org/10.3897/natureconservation.51.90373
Supporting information
FIGURE 2 in The Lower Pliocene marine gastropods of Santa Maria Island, Azores: Taxonomy and palaeobiogeographic implications
FIGURE 2. Geological map of Santa Maria (modified after Ramalho et al., 2017: 375).
Figure 4 in Formicidae fauna in pig carcasses contaminated by insecticide: implications for forensic entomology
Figure 4 AntDorymyrmex brunneus feeding of the entomofauna attracted to the carcass (A);Pheidole ants feeding of the carcass (B);Pheidole ants preying immature of dipterans (C).
Figure 1 in Aedes aegypti queenslandensis: first geographic occurrence in Brazil and epidemiological implications
Figure 1 Comparative chart of the scale patterns of the abdomen of Aedes aegypti queenslandensis found in the municipality of Taubaté correlated with the patterns described by McClelland (1974).
Datasets for the Icarus paper "Evidence for trail forming ejecta boulder falls around fresh simple impact craters at the lunar Orientale multi-ring basin and implications for ballistic ejecta sedimentation"
<p>This dataset has been used to prepare some figures in our Icarus paper. </p>
Stable chromium isotope fractionation during melt percolation: implication for chromium isotope heterogeneity in the mantle
<p>The Dataset includes major, trace elements, and Cr isotopic data of ultramafic rocks from Baldissero and Balmuccia peridotite massifs in the Italian Alps.</p>
Influence of grain size, organic carbon and organic matter residue content on the sorption of per-and polyfluoroalkyl substances in aqueous film forming foam contaminated soils-Implications for remediation using soil washing
<p>Supporting information from Influence of grain size, organic carbon and organic matter residue content on the sorption of per-and polyfluoroalkyl substances in aqueous film forming foam contaminated soils-Implications for remediation using soil washing</p>
Fig. 1 in Isosteroidal alkaloids of Fritillaria taipaiensis and their implication to Alzheimer's disease: Isolation, structural elucidation and biological activity
Fig. 1. Structures of compounds 1–9.
Figure 6 in One size doesn′t fit all: Singularities in bat species richness and activity patterns in wind-energy complexes in Brazil and implications for environmental assessment
Figure 6. Bat species richness recorded based on bioacoustics in four wind-energy complexes in northeastern Brazil from September 2015 to January 2017.
Cultivar-Specific Responses of Tomato Essential Oils to Tomato Red Spider Mite (Tetranychus evansi): Implications for Pest Management
<p>The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p>License: The dataset is made available under the Creative Commons Attribution 4.0 International License.The dataset contains comprehensive experimental data and analytical results from a study conducted to explore the interaction between tomato essential oils and the tomato red spider mite (<em>T. evansi</em>). The study involved essential oils extracted from seven distinct tomato accessions (<em>Solanum lycopersicum L.</em>), namely accessions 1 (money maker), 13 (marglobe), 51 (PI 134417), 162 (JKUAT 22/202183), 182 (JKUAT 19), 428 (LA 2185), and 460 (LO 3279). The dataset encompasses the following components:</p> <ol> <li><strong>Essential Oil Extraction Data:</strong> Details of the steam distillation process used to extract essential oils from each tomato accession, including extraction time and yield.</li> <li><strong>Spider Mite Response Data:</strong> Results from Y-tube olfactometer and glass slide bioassays measuring the response of <em>T. evansi</em> to essential oils from different accessions. Responses include attraction, repulsion, or neutrality.</li> <li><strong>Gas Chromatography/Mass Spectrometry (GC/MS) Analysis:</strong> Analytical data presenting the chemical composition of volatile compounds released by the essential oils. Quantitative and qualitative variations among accessions are documented, highlighting key compounds influencing mite behavior.</li> <li><strong>Statistical Analysis:</strong> Statistical tests conducted to assess significant differences in mite responses to various essential oil concentrations and accessions.</li> <li><strong>Visualizations:</strong> Graphs, charts, and figures representing mite behavior responses, essential oil composition variations, and concentration-related effects.</li> </ol> <p>The dataset contributes valuable information to the field of natural pest management and plant-arthropod interactions. Researchers, agronomists, and entomologists interested in understanding the potential of essential oils for pest control and the importance of phytochemical diversity in pest behavior modulation will find this dataset beneficial for further analysis and validation.</p> <p>By accessing this dataset, researchers can delve into the intricate relationship between tomato essential oils and the behavior of the tomato red spider mite, paving the way for innovative approaches to mitigate pest damage and enhance crop productivity.</p> <p> </p>
Biofluorescence reveals hidden patterns in chitons Ischnoplax pectinata (Mollusca: Polyplacophora) with implications to visual ecology.
<p>Spectral raw data from "Biofluorescence reveals hidden patterns in chitons <em>Ischnoplax pectinata</em> (Mollusca: Polyplacophora) with implications to visual ecology."</p> <p> </p>
FIGURE 1 in The reinstatement of Rafflesia banaoana (Rafflesiaceae), and implications for assessing species diversity and conservation requirements of the world's largest flowers
FIGURE 1. Distribution map of Rafflesia banaoana and R. leonardi.
FIGURE 6 in Implications of stipe and midrib morpho-anatomy on the taxonomy of Polypodiaceous ferns
FIGURE 6. UPGMA tree of the studied taxa based on Bray-Curtis similarity coefficient
Supplementary material 1 from: Hou Y-F, Wei J-F, Zhao T-Y, Li C-F, Wang F (2023) First complete mitochondrial genome of the tribe Coccini (Hemiptera, Coccomorpha, Coccidae) and its phylogenetic implications. ZooKeys 1180: 333-354. https://doi.org/10.3897/zookeys.1180.109116
First complete mitochondrial genome of the tribe Coccini and its phylogenetic implications
Data file for Dean et al.'s article, "The Distribution and Biogenic Origins of Zinc in the Mineralised Tooth Tissues of Modern and Fossil Hominoids: Implications for Life History, Diet and Taphonomy".
<p>Supporting data file for Dean et al.'s article, "The Distribution and Biogenic Origins of Zinc in the Mineralised Tooth Tissues of Modern and Fossil Hominoids: Implications for Life History, Diet and Taphonomy", submitted in 2023 in <em>Biology.</em></p> <p>For the detailed statistical analyses performed using this dataset, see Appendix B of Dean et al. (2023).</p>
Figure 4 in Histology of ganoid scales from the early Late Cretaceous of the Kem Kem beds , SE Morocco : systematic and evolutionary implications
Figure 4. - Scales of Obaichthys africanus (MRS 45). A-B: Cross section of two scales (transmitted natural light), showing the three superimposed layers: pluristratified ganoine (g), dentine (d) and bony basal plate (bp); A: MNHN-Histos 1960. The arrowheads point to five ridges of ganoine. The basal plate (bp) is avascular; B: MNHN-Histos 1963. The arrowheads point to three ridges of ganoine. A vascular canal (vc) crosses the whole scale; C-H: Cross sections of scales (transmitted natural light); C: MNHN-Histos 1960. Detail of A showing the two median ridges (arrowheads) constituted of pluristratified ganoine (g), each one above a dentine unit (d). The two ridges lie on an avascular bony basal plate crossed by numerous canaliculi of Williamson. Two sections of vascular canals just below the right dentine unit are visible (arrows). Notice the growth marks (gm) in the basal plate (bp); D: MNHN-Histos 1964. Detail of the ganoine layer (g) showing two odontode bases (arrows) and a resorbed area (asterisk) characterized by its irregular alveolate walls. Two minor remodelling areas (arrowheads) are seen in the ganoine layer; E: MNHN-Histos 1964. Detail of an odontode base (arrow) in the ganoine layer. One can also show two canaliculi of Williamson crossing the ganoine strata (arrowheads); F: MNHN-Histos 1964. Detail of a dentine unit (d) organized above a vascular loop coming from the basal plate (bp), with numerous odontoblastic canalicles (black asterisks). (g = ganoine); G: MNHN-Histos 1964. Detail of a dentine bulk (d) subtending a ganoine ridge (g). The odontoblastic canalicles radiating from the vascular ramification are visible. A canaliculus of Williamson (arrowhead), and some osteocytes in the bony basal plate (white asterisk) are visible; H: MNHN-Histos 1963). Detail of the bony basal plate showing a dichotomized canaliculus of Williamson (arrow). Scale bars: A, B = 1 mm; C = 250 µm; D, F = 100 µm; E = 100 µm).
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.