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13,310 results for “female”
Species-level estimated abundances and zero counts of nighttime collected female mosquitoes 2014 - 2022 (Derived from NEON Mosquitoes sampled from CO2 traps (DP1.10043.001, RELEASE-2024))
This Level 2 data package contains species level estimated abundances, including zero counts, and estimated mean number of female mosquitoes per trap derived from the NEON Mosquitoes sampled from CO2 traps (DP1.10043.001), RELEASE-2024 Level 0 data (https://doi.org/10.48443/3cyq-6v47). The data set includes mosquito records of traps collecting mosquito samples at night, for up to 24 trap hours, across a total of 20 terrestrial core and 27 terrestrial gradient sites from 2014 to 2022. To ensure high confidence in abundance estimates, records were only included when at least 90% of collected individuals were identified to sex, and 90% of female specimens were identified to species. Information across multiple QC/QA fields within the NEON mosquito data was evaluated to identify and exclude records where confidence in estimated abundances may have been compromised. Species level zero counts were added for all species collected at least once within the sampling year and trap location. Additionally, species level zero counts were included for trap events where only male mosquitoes had been collected or where QC/QA remarks indicated traps were inactive due to cold temperatures. The data set provides an analysis ready time series of estimated abundances across NEON sites and plots. An R Markdown file that contains descriptions of the QC/QA and data filtering steps along with annotated code, as well as data tables used to filter active and inactive trap events based on QC/QA fields, are published with the data package. Any questions about this data package should be directed to Amely Bauer listed under contacts.
Player Experience in Video Game Character Analysis: A Study of Female Characters
<h3><span>Overview</span></h3> <p><span>This dataset is part of the study titled "Player Experience in Video Game Character Analysis: A Study of Female Characters", conducted at </span>Mapúa University. The research aims to integrate player experience into an existing framework for video game character analysis. </p> <h3><span>Content</span></h3> <p><span>The dataset includes:</span></p> <ul> <li><span>A partial transcript of 5 semi-structured interviews with the key informants. Originally, 8 interviews were conducted, but the audio/video recordings for 3 interviews were lost and thus their transcripts are not available.</span></li> <li><span>Significant codes presented in tabulated form.</span></li> </ul> <h3><span>Data Collection Method</span></h3> <p><span>Data were collected through in-depth interviews conducted via Facebook Messenger and Discord from March to April 2024. Participants were various video game players from different backgrounds and age groups, ranging from 20 to 40 years old. Due to technical issues, the recordings of 3 interviews were lost, resulting in only 5 available transcripts. </span></p> <h3><span>Data Processing and Analysis</span></h3> <p><span>The 5 available interviews were transcribed verbatim. Data were analyzed </span><span>using thematic analysis, involving initial coding, theme development, and refinement.</span></p> <h3><span>Usage data</span></h3> <p><span>The dataset is organized into several sections within a single Word document (.docx). This word document has headings for navigation and a definition of terms.</span></p> <h3><span>Limitations</span></h3> <p><span>The dataset only includes 5 out of 8 due to technical difficulties encountered after the recording of the interview. This may impact the comprehensiveness of the findings.</span></p> <h3><span>Contextual Reference</span></h3> <p><span>The manuscript associated with this dataset heavily references the works "<span>A Structural Model for Player-Characters as Semiotic Constructs." (DOI: https://doi.org/10.26503/TODIGRA.V2I2.37) and "Object, me, symbiote, other: A social typology of player-avatar relationships." (DOI:https://doi.org/10.5210/FM.V20I2.5433) which explore the foundational frameworks on video game character analysis.</span></span></p> <p><span> For any further information or clarifications, please contact wbdg2000@gmail.com</span></p>
Placebo nasal spray protects female participants from experimentally induced sadness and concomitant changes in autonomic arousal (Open Data and Open Materials)
<p><strong>Open Data and Open Materials of: Placebo nasal spray protects female participants from experimentally induced sadness and concomitant changes in autonomic arousal. <em>Journal of Affective Disorders</em>. </strong></p> <p><em>Background:</em> To investigate the powerful placebo effects in antidepressant drug trials and their mechanisms, recent pioneering experimental studies showed that expectation manipulation combined with an active placebo attenuated induced sadness. In the present study, we aimed at extending these findings by assessing the psychophysiological response in addition to mere self-report.</p> <p><em>Methods:</em> One hundred thirteen healthy female students were randomly assigned to a drug expectation group (active placebo, positive treatment expectation), placebo expectation group (active placebo, no treatment expectation), or a no-treatment group (no placebo, no treatment expectation). After placebo intake, sadness was induced by self-deprecating statements using the Velten method combined with sad music, including a rumination phase. Sadness was measured using the Positive and Negative Affect Schedule Expanded Form (PANAS-X). Heart rate and skin conductance were assessed continuously.</p> <p><em>Results:</em> After mood induction and after rumination, self-reported sadness was significantly lower, and skin conductance level was significantly higher, in the drug expectation group than in the no-treatment group. The mood induction was further accompanied by a heart rate deceleration within all groups.</p> <p><em>Limitations: </em>Generalizability is limited by sample selectivity and focusing on sadness as a symptom of depression, exclusively.</p> <p><em>Conclusion:</em> Expectation-induced placebo effects significantly influenced sadness-correlated changes in autonomic arousal, and not only subjectively reported sadness, indicating that placebo effects in the context of affect are not merely due to subjective response bias. The systematic modification of treatment expectation could be utilized in clinical practice to optimize current therapeutic approaches to improve mood regulation.</p>
With or without you: Gut microbiota does not predict aggregation behaviour in females of the European earwig
<p>Recent studies suggest that the gut microbiota could be one of the main driving forces behind the evolution of group living. However, these studies are mainly based on our knowledge of species in which non-social individuals are rare and abnormal, calling into question the adaptive value of the reported association between group-living and gut microbiota. In this study, we addressed this issue by testing this association in females of the European earwig, an insect showing frequent, naturaland wide inter-individual variation in the expression of group living. We video-tracked 320 field-sampled females to quantify their natural variation in aggregation and then tested whether the most and least gregarious females had different gut microbiota. We also compared the general activity, boldness, body size and body condition of these females and examined the association between each of these traits and the gut microbiota. Contrary to our predictions, we found no difference in gut microbiota between the most and least gregarious females, as well as no difference between these females in terms of general activity, boldness, body size and condition. We did show that the gut microbiota of females was overall linked to their body condition, even though it was also unrelated to the other measurements. Overall, these results demonstrate that a host's gut microbiota is not necessarily a major driver of aggregation behaviour in species with inter-individual variation in group living and call for future studies to investigate the determinants and role of gut microbiota in earwigs.</p>
Differences in Chemo-signaling Compound-Evoked Brain Activity in Male and Female Young Adults: A Pilot Study in the Role of Sexual Dimorphism in Olfactory Chemo-Signaling
Open the record for dataset details and reuse information.
Yannoulis Chalepas (Γιαννούλης Χαλεπάς), Sleeping Female Figure (Κοιμωμένη), 1878
<p><strong>Three-dimensional model of Sleeping Female Figure, by Yannoulis Chalepas.</strong></p> <p><em>Yannoulis Chalepas (</em><em>Γιαννούλης </em><em>Χαλεπάς), Sleeping Female Figure (</em><em>Κοιμωμένη), 1878, 77 x 178 x 76 cm<sup>3</sup>, 1st Cemetery of Athens.</em></p> <p>This dataset contains a textured 3D model of the sculpture "Sleeping Female Figure", by Yannoulis Chalepas. The "Sleeping Female Figure" was created by Yannoulis Chalepas in marble for the grave of eighteen-year-old Sofia Afentaki in the 1st Cemetery of Athens. The 3D model is encoded as a mesh of 1831256 textured triangular faces and 3660969 vertices, stored in the Wavefront Technologies OBJ format. The texture is encoded in four 8192 x 8192 pixel<sup>2</sup> images. An MP4 video file that renders texture and non-textured visualizations of the model is also provided.</p> <p>Yannoulis Chalepas (Greek: Γιαννούλης Χαλεπάς, August 14, 1851 – September 15, 1938) was a Greek sculptor from the Island of Tinos, Greece, a significant figure of Modern Greek Art, and a practitioner of Tinian marble craftsmanship (Inscription 10.COM 10.b.17 in the UNESCO Representative List of the Intangible Cultural Heritage of Humanity, <a href="https://ich.unesco.org/en/RL/tinian-marble-craftsmanship-01103">https://ich.unesco.org/en/RL/tinian-marble-craftsmanship-01103</a>, <a href="https://ich.unesco.org/en/decisions/10.COM/10.B.17">https://ich.unesco.org/en/decisions/10.COM/10.B.17</a> )</p> <p>For any questions please contact Xenophon Zabulis at <a href="mailto:zabulis@ics.forth.gr">zabulis@ics.forth.gr</a></p>
Sri Ksetra, Bago, Myanmar. Female figure cast in iron.
<p>Sri Ksetra, Bago, Myanmar. Female figure cast in iron, possibly a mother goddess, now in the National Museum, Yangon. Perhaps 4th century.</p>
Raw male and female fitness data
<p>Raw male and female fitness data for 223 hemiclonal genotypes sampled from the LH<sub>M</sub> laboratory adapted population. See Gilks et al (2017; https://f1000research.com/articles/5-2644/v3) for full details on how these lines were established. Assays were designed to measure total adult lifetime fitness for both males and females from each line, under conditions that match as close as possible those experienced by adults in the base population (Chippindale <em>et al.</em>, 2001; Rice, 2005; Rice <em>et al.</em>, 2006).</p> <p><em>Male fitness assay</em><br> 5 hemiclonal males per line were combined in adult competition vials with 10 competitor <em>bw</em><sup>-</sup> males and 15 virgin <em>bw</em><sup>-</sup> females. After 2 days, each <em>bw</em><sup>- </sup>female was isolated into individual oviposition test-tubes (containing the cornmeal-molasses-agar media but with no additional dried yeast) and left to oviposit for 18 hours. On Day 12, progeny were scored for eye-colour, in two observation rounds to allow ensure that as many eclosing offspring were included. Hemiclonal males were assigned paternity to progeny with wild-type red eyes (progeny of competitors are homozygous for the <em>bw</em><sup>-</sup> allele and therefore have brown eyes), giving an average fitness score (number of offspring sired) for the 5 hemiclonal males that were assayed per line. This assay was independently replicated 5 times, representing data from a total of 25 hemiclonal males per line. Male fitness was calculated as the proportion of offspring sired per assayed male, which accounts for instances where less than 5 hemiclonal males were included (6 out of 1105 assays).</p> <p><em>Female fitness assays</em><br> Assays of female fitness followed a similar protocol to the male assays, again to match as close as possible the timing and conditions experienced by individuals in the base population. In this case, 5 virgin hemiclonal females were combined in adult competition vials with 10 competitor <em>bw</em><sup>- </sup>females and 15 <em>bw</em><sup>- </sup>males for 2 days. After 2 days, the 5 hemiclonal females were isolated into individual test-tubes and left to oviposit for 18hrs. The tubes were immediately chilled (4°C) to halt embryo development and the number of eggs per female was counted to provide a measure of fecundity. Data was excluded for tubes in which the female was either dead or not present. Since unmated females are known to produce eggs at a low rate, we also excluded data from females where egg counts were 0 or 1 as these are likely to represent output from unmated females (see Supplementary figure 1). By averaging fecundity across all 5 females this provided an average female fitness score for that line. This assay was independently replicated 5 times, representing a total of 25 hemiclonal females per line.</p> <p><strong>Dataset Column headings:</strong></p> <p><strong><em>Male</em></strong><br> sex - all male (value = 1)<br> rep - replicate (values from 1 to 5)<br> line - hemiclonal line (223 different lines, values from 1 to 230 with 7 lines missing)<br> red_1 - number of wild-type red-eyed offspring in first round of counting<br> red_2 - number of wild-type red-eyed offspring in second round of counting<br> brown_1 - number of brown-eyed offspring in first round of counting<br> brown_2 - number of brown-eyed offspring in second round of counting<br> total_red - number of offspring counted with wild-type red eyes (genotype bw<sup>+</sup>/bw<sup>-</sup>)<br> total_brown - number of offspring counted with brown eyes (genotype bw<sup>-</sup>/bw<sup>-</sup>)<br> male_density - number of hemiclonal males per vial (value usually 5, but may be less due to missing males)</p> <p>note: NA - missing value</p> <p><em><strong>Female</strong></em><br> sex - all female (value = 2)<br> rep - replicate (values from 1 to 5)<br> line - hemiclonal line (223 different lines, values from 1 to 230 with 7 lines missing)<br> f1 - fecundity of female 1<br> f2 - fecundity of female 2<br> f3 - fecundity of female 3<br> f4 - fecundity of female 4<br> f5 - fecundity of female 5</p> <p>note: NA - missing value</p> <p><strong>References</strong></p> <p>Chippindale, A.K., Gibson, J.R. & Rice, W.R. 2001. Negative genetic correlation for adult fitness between sexes reveals ontogenetic conflict in Drosophila. <em>Proc. Natl. Acad. Sci.</em> <strong>98</strong>: 1671–1675.</p> <p>Gilks WP, Pennell TM, Flis I et al. Whole genome resequencing of a laboratory-adapted <em>Drosophila melanogaster</em> population sample [version 3; referees: 2 approved]. F1000Research 2016, 5:2644 (doi: 10.12688/f1000research.9912.3)</p> <p>Rice, W.R. 2005. Inter-locus antagonistic coevolution as an engine of speciation: Assessment with hemiclonal analysis. <em>Proc. Natl. Acad. Sci.</em> <strong>102</strong>: 6527–6534.</p> <p>Rice, W.R., Stewart, A.D., Morrow, E.H., Linder, J.E., Orteiza, N. & Byrne, P.G. 2006. Assessing sexual conflict in the Drosophila melanogaster laboratory model system. <em>Philos. Trans. R. Soc. B Biol. Sci.</em> <strong>361</strong>: 287–299.</p>
Bivariate GWAS for female and male fitness in Drosophila melanogaster (Sussex, LHm)
<p>Code, logs, results and graphs for genome-wide association study of reproductive fitness in D.melanogaster hemiclone lines, using the R package 'Mulitphen'.</p>
Survey data on financial literacy, financial inclusion, informal financial business practices, and intentions towards formalization of female small vendors in Lima, Peru
<p><span>This dataset encapsulates a comprehensive survey aimed at understanding informal business practices and financial literacy among small business vendors in Peru. The dataset comprises three key components: the survey questionnaire, raw survey data, and a detailed codebook. Researchers interested in the dynamics of financial practices in emerging markets may find this dataset particularly valuable, as it allows for the exploration of factors influencing financial decisions in small enterprises, with potential modifications suggested for adapting the survey to different national or cultural contexts. This dataset not only contributes to empirical research in financial behavior but also supports gender-specific studies by allowing the variable 'sex' to be adapted to 'gender' with multiple response options. </span></p> <p><span>The data and supplementary material is divided in tree files:</span></p> <p><span>The survey, presented in "Survey IFE.docx," includes questions across various domains such as informal business practices, financial literacy, financial inclusion, intentions towards financial formalization, and the formality of business ventures, along with demographic variables like age, sex, business age, and number of employees. </span></p> <p><span>The raw data, stored in "Dataset.csv," records responses from 118 participants, mapped against 31 indicators. </span></p> <p><span>The "Codebook.doc" provides exhaustive details about the survey variables, coding of responses, and the methodology employed, facilitating the replication of the study and application of the dataset in varied research contexts.</span></p>
Complex basis of hybrid female sterility and Haldane's rule in Heliconius butterflies: Z-linkage and epistasis - RADseq and RNAseq reads, sterility phenotypes and pedigree
<p>RADseq and RNAseq reads (.fastq files), and sterility phenotypes and pedigree (.xlsx) using for QTL mapping of Heliconius pardalinus sterility crosses in Rosser, N., Edelman, N.B., Queste, L.M., Nelson, M., Seixas, F., Dasmahapatra, K.K. and Mallet, J., 2021. Complex basis of hybrid female sterility and Haldane’s rule in Heliconius butterflies: Z-linkage and epistasis, accepted for publication in Molecular Ecology. Queries to Neil Rosser (neil.rosser@york.ac.uk). </p> <p> </p>
Supplementary videos for "A second fossil species of the enigmatic rove beetle genus Charhyphus in Eocene Baltic amber, with implications on the morphology of the female genitalia (Coleoptera: Staphylinidae: Phloeocharinae)"
<p><strong>Original figures used in this study:</strong></p> <p>The holotype of <em>Charhyphus serratus </em>sp. nov. and four extant <em>Charhyphus </em>species.</p> <p> </p> <p><strong>Supplementary Videos 1–3:</strong></p> <p><strong>Supplementary Videos 1</strong> <em>Charhyphus serratus </em>sp. nov., 001 DUBC, holotype, habitus, movie of X-ray micro-CT volume renderings.</p> <p><strong>Supplementary Videos 2</strong> <em>Charhyphus serratus </em>sp. nov., 001 DUBC, holotype, habitus, movie of X-ray micro-CT volume renderings using different parameters from Supplementary Videos 1.</p> <p><strong>Supplementary Videos 3</strong> <em>Charhyphus serratus </em>sp. nov., 001 DUBC, holotype, female genitalia, movie of X-ray micro-CT volume renderings.</p>
Are marriage-related taxes and Social Security benefits holding back female labor supply?
<p>Margherita Borella, Mariacristina De Nardi, and Fang Yang, "Are marriage-related taxes and Social Security benefits holding back female labor supply?". The Review of Economic Studies, Forthcoming. This package contains all the code and detailed instructions on how to replicate the data analysis and numerical results in the paper.</p>
Data of Female members of National Federations Sport Governing Boards. Database GESPORT Project.
<p>This database has been built by the authors. The data has been collected from the websites of the national federations of Italy, Portugal, Turkey, Spain and the United Kingdom in 2018.</p> <p>With the support of the European Commission. Erasmus+ Project. "Corporate governance in sport organizations: a gendered approach". Project Reference -EPP-1-2017-1-ES-SPO-SCP</p>
Schistosoma mansoni ATAC-seq results for IGV (female and male worms with and without LSD1 inhibitor)
<p>In this study, the anti-schistosomal activity of 39 <em>Homo sapiens</em> Lysine Specific Demethylase 1 (HsLSD1) inhibitors was investigated on parasitic life cycle stages associated with both definitive and intermediate host infection. Amongst this collection of small molecules, compound <strong>33</strong> was the most potent and reduced <em>ex vivo</em> viabilities of schistosomula, juveniles, miracidia and adults. At its sub-lethal concentration to adults (3.13 µM), compound <strong>33 </strong>also significantly impacted oviposition, ovarian as well as vitellarian architecture and gonadal/neoblast stem cell proliferation. ATAC-seq analysis of adults demonstrated that compound <strong>33</strong> significantly affected chromatin structure (intragenic regions > intergenic regions), especially in genes differentially expressed in cell populations (e.g., germinal stem cells, hes2<em><sup>+</sup></em>stem cell progeny, S1 cells and late female germinal cells) linked to these <em>ex vivo</em> phenotypes.</p> <p>The data presented here allow for visualisation in IGV https://igv.org/app/</p> <p>Produced in collaboration with IHPE. </p>
Circular seal in a copper alloy engraved with a standing female figure, probably Lakṣmī; inscription at one side.
<p>Circular seal in a copper alloy engraved with a standing female figure, probably Lakṣmī; inscription at one side. British Museum 1897,0528.4.</p>
Assembled transcriptomes of ovary, testis, and brain (male and female) of Amphibolurus muricatus (jacky dragon) generated using Trinity v2.11.0
<p><strong><em>A. muricatus</em> transcriptome assemblies generated using Trinity v2.11.0 (Haas et al. 2013; Grabherr et al. 2011; Henschel et al. 2012)</strong><br> • Amphibolurus-muricatus_brain.fa.tar.gz: Combined Trinity assembly of <em>A. muricatus</em> brain (male and female).<br> • Amphibolurus-muricatus_combined.fa.tar.gz: Combined Trinity assembly of <em>A. muricatus</em> ovary, testis, and brain (male and female).<br> • Amphibolurus-muricatus_female_brain.fa.tar.gz: Trinity assembly of female <em>A. muricatus</em> brain.<br> • Amphibolurus-muricatus_male_brain.fa.tar.gz: Trinity assembly of male <em>A. muricatus</em> brain.<br> • Amphibolurus-muricatus_ovary.fa.tar.gz: Trinity assembly of <em>A. muricatus</em> ovary.<br> • Amphibolurus-muricatus_testis.fa.tar.gz: Trinity assembly of <em>A. muricatus</em> testis.</p> <p> </p> <p><strong>References</strong></p> <ul> <li>Grabherr, M.G., B.J. Haas, M. Yassour, J.Z. Levin, D.A. Thompson et al., 2011 Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 29 (7):644-652.</li> <li>Haas, B.J., A. Papanicolaou, M. Yassour, M. Grabherr, P.D. Blood et al., 2013 De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat Protoc 8 (8):1494-1512.</li> <li>Henschel, R., M. Lieber, L.-S. Wu, P.M. Nista, B.J. Haas et al., 2012 Trinity RNA-Seq assembler performance optimization, pp. 45 in Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment: Bridging from the eXtreme to the campus and beyond. Association for Computing Machinery, Chicag, IL, USA.</li> </ul> <p> </p>
Dyadic encounter unfamiliar female pairs over 2 days – 16p11.2 Del mouse strain – WT-WT - 5220_5175
<p>We evaluated the social interactions and communication between unfamiliar individuals in pairs. For these recordings of social behaviour and ultrasonic communication, we focused on pairs of individuals since we currently cannot identify the emitter of USVs when animals were interacting closely. Therefore, we recorded undisturbed dyadic interactions between two unfamiliar individuals (from two different housing cages) of the same age (14-20 weeks of age) and genotype for 47h (two days and nights). For that purpose, we coupled the Live Mouse Tracker system (plugin 931) with one CM16/CMPA microphone (Avisoft Bioacoustics, Glienecke, Germany) connected to the Avisoft Ultrasound Gate 416 (300 kHz sampling rate, 16-bit format; trigger: level of this channel; pre-trigger: 1 s; hold time: 1 s; duration > 0.005 s; trigger event: 2 % energy in 25-125 kHz with entropy < 50%; Avisoft Bioacoustics, Glienecke, Germany). LMT and Avisoft systems were synchronised based on the protocol described in (de Chaumont et al., 2021). Each upload includes the sqlite database from LMT (processed, with USV synchronised) and a zip file with all USVs sequences automatically recorded by Avisoft.</p>
Dyadic encounter unfamiliar female pairs over 2 days – 16p11.2 Del mouse strain – Del:+-Del/+ - 5194_5231
<p>We evaluated the social interactions and communication between unfamiliar individuals in pairs. For these recordings of social behaviour and ultrasonic communication, we focused on pairs of individuals since we currently cannot identify the emitter of USVs when animals were interacting closely. Therefore, we recorded undisturbed dyadic interactions between two unfamiliar individuals (from two different housing cages) of the same age (14-20 weeks of age) and genotype for 47h (two days and nights). For that purpose, we coupled the Live Mouse Tracker system (plugin 931) with one CM16/CMPA microphone (Avisoft Bioacoustics, Glienecke, Germany) connected to the Avisoft Ultrasound Gate 416 (300 kHz sampling rate, 16-bit format; trigger: level of this channel; pre-trigger: 1 s; hold time: 1 s; duration > 0.005 s; trigger event: 2 % energy in 25-125 kHz with entropy < 50%; Avisoft Bioacoustics, Glienecke, Germany). LMT and Avisoft systems were synchronised based on the protocol described in (de Chaumont et al., 2021). Each upload includes the sqlite database from LMT (processed, with USV synchronised) and a zip file with all USVs sequences automatically recorded by Avisoft.</p>
Dyadic encounter unfamiliar female pairs over 2 days – 16p11.2 Del mouse strain – Del:+-Del/+ - 5186_5172
<p>We evaluated the social interactions and communication between unfamiliar individuals in pairs. For these recordings of social behaviour and ultrasonic communication, we focused on pairs of individuals since we currently cannot identify the emitter of USVs when animals were interacting closely. Therefore, we recorded undisturbed dyadic interactions between two unfamiliar individuals (from two different housing cages) of the same age (14-20 weeks of age) and genotype for 47h (two days and nights). For that purpose, we coupled the Live Mouse Tracker system (plugin 931) with one CM16/CMPA microphone (Avisoft Bioacoustics, Glienecke, Germany) connected to the Avisoft Ultrasound Gate 416 (300 kHz sampling rate, 16-bit format; trigger: level of this channel; pre-trigger: 1 s; hold time: 1 s; duration > 0.005 s; trigger event: 2 % energy in 25-125 kHz with entropy < 50%; Avisoft Bioacoustics, Glienecke, Germany). LMT and Avisoft systems were synchronised based on the protocol described in (de Chaumont et al., 2021). Each upload includes the sqlite database from LMT (processed, with USV synchronised) and a zip file with all USVs sequences automatically recorded by Avisoft.</p>
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.