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Warming and top predator loss drive direct and indirect effects on multiple trophic groups within and across ecosystems
<p>1. The interspecific interactions within and between adjacent ecosystems strongly depend on the changes in their abiotic and biotic components. However, little is known about how climate change and biodiversity loss in a specific ecosystem can impact the multiple trophic interactions of different biological groups within and across ecosystems.<br> 2. We used natural micro-ecosystems (tank-bromeliads) as a model system to investigate the main and interactive effects of aquatic warming and aquatic top predator loss (i.e., trophic downgrading) on trophic relationships in three integrated food web compartments: i) aquatic microorganisms, ii) aquatic macroorganisms, and iii) terrestrial predators (i.e., via cross ecosystem effects).<br> 3. The aquatic top predator loss substantially impacted the three food web compartments. In the aquatic macrofauna compartment, trophic downgrading increased the filter-feeder richness and abundance directly and indirectly via an increase of detritivore richness, likely through a facilitative interaction. For the microbiota compartment, aquatic top predator loss had a negative effect on algae richness, probably via decreasing the input of nutrients from predator biological activities. Furthermore, the more active terrestrial predators responded more to aquatic top predator loss, via an increase of some components of aquatic macrofauna, than more stationary terrestrial predators. The aquatic trophic downgrading indirectly altered the richness and abundance of cursorial terrestrial predators, but these effects had different direction according to the aquatic functional group, filter-feeder or other detritivores. The web-building predators were indirectly affected by aquatic trophic downgrading due to increased filter-feeder richness. Aquatic warming did not affect the aquatic micro- or macro-organisms but did positively affect the abundance of web-building terrestrial predators.<br> 4. These results allow us to raise a predictive framework of how different anthropogenic changes predicted for the next decades, such as aquatic warming and top predator loss, could differentially affect multiple biological groups through interactions within and across ecosystems.</p>
Figure 2 in Reproductive biology of direct developing and threatened frog Adelophryne maranguapensis (Anura, Eleutherodactylidae) reveals a cryptic reproductive mode for anurans and the first record of parental care for the genus
Figure 2. Climatic parameters in Serra de Maranguape between the months of April 2010 and April 2012. Precipitation (columns); maximum relative humidity of air (blue line), minimum relative humidity of air (blue dashes), maximum temperature (red line), minimum temperature (red dashes), musical note (occurrence of vocalisations), egg (presence of egg masses); * without field work.
Groping in the fog: Soaring migrants exhibit wider scatter in flight directions and respond differently to wind under low visibility conditions
<p>Atmospheric conditions are known to affect flight propensity, behaviour during flight, and migration route in birds. Yet, the effects of fog have only rarely been studied although they could disrupt orientation and hamper flight. Fog could limit the visibility of migrating birds such that they might not be able to detect landmarks that guide them during their journey. Soaring migrants modulate their flight speed and direction in relation to the wind vector to optimise the cost of transport. Consequently, landmark-based orientation, as well as adjustments of flight speed and direction in relation to wind conditions, could be jeopardised when flying in fog. Using a radar system operated in a migration bottleneck (Strait of Messina, Italy), we studied the behaviour of soaring birds under variable wind and fog conditions over two consecutive springs (2016 and 2017), discovering that migrating birds exhibited a wider scatter of flight directions and responded differently to wind under fog conditions. Birds flying through fog deviated more from the mean migration direction and increased their speed with increasing crosswinds. In addition, airspeed and groundspeed increased in the direction of the crosswind, causing the individuals to drift laterally. Our findings represent the first quantitative empirical evidence of flight behaviour changes when birds migrate through fog and explain why low visibility conditions could risk their migration journey.</p>
initial direct relation matrix
<p>The initial relation matrix is formed from interviews/suggestions of expert comments mentioned in the corresponding paper. </p>
Goal-Directed-Sensitive Firing Rate Maps of Hippocampal Pyramidal Cell
<p>The Video #1 shows a pyramidal cell that exhibited the goal-directed-sensitive firing rate map while leaving and moving toward the reward location (water plate).</p>
A Dual Anchoring Strategy for the Directed Evolution of Improved Artificial Transfer Hydrogenases Based on Carbonic Anhydrase
<p>Data underlying the figures in the publication “A Dual Anchoring Strategy for the Directed Evolution of Improved Artificial Transfer Hydrogenases Based on Carbonic Anhydrase”, published in <em>ACS Cent. Sci. </em><em><strong>2021</strong></em><em>, 7, 11, 1874–1884.</em></p> <p><a href="https://pubs.acs.org/doi/full/10.1021/acscentsci.1c00825">https://pubs.acs.org/doi/full/10.1021/acscentsci.1c00825</a></p> <p>Table of contents:</p> <p><strong>1. Triplicates_20210118-YC-NCCR.xlsx</strong>: Experimental data for <em>Figures 3e</em>.</p> <p><strong>2. HRMS_Data.pdf</strong>: HRMS data for <em>Table 3</em>.</p> <p><strong>3. Table4_Raw.xlsx</strong>: Raw data for <em>Table 4</em>.</p> <p><strong>4. Table1_Table2_Raw.xlsx</strong>: HRMS data for <em>Table 1</em> and <em>Table 2</em>.</p> <p><strong>5. Preparative.xlsx</strong>: Raw data for <em>Table 2, </em>entries 10 and 11.</p>
Data from: A generalist nematode destabilizes plant competition: no evidence for direct effects, but strong evidence for indirect effects on rhizobia abundance
<p><span>1. Difficulties quantifying pathogen load and mutualist abundance limit our ability to connect disease dynamics to host community ecology. For example, specific predictions about how differential pathogen load is hypothesized to drive host competitive outcomes are rarely tested. Additionally, although infection is known to affect mutualists, we rarely measure the magnitude of pathogen effects on mutualist abundance across host competitive contexts. <span>We </span>tested for both mechanisms <span>in </span>a plant-rhizobia-nematode system.</span></p> <p><span><span>2. We </span>paired the legume <i>Medicago lupulina </i>with intra- and interspecific plant <span>com</span>petitors, with and without a generalist nematode parasite <i>Meloidogyne </i>sp. <span>Relative </span>change in plant biomass was used to determine how nematode inoculation <span>affected </span>plant competitive outcomes. <span>We</span> counted nematode galls to test for direct effects of parasitism on plant competition, and rhizobia nodules to test for indirect effects <span>of </span>nematode presence on rhizobia abundance.</span></p> <p>3. Parasites were destabilizing despite similar nematode load across competition treatments. During inter- compared to intraspecific competition, nematode <span>inoculation </span>decreased nodulation on <i>M. lupulina</i>, increased nodulation on <i>Trifolium repens</i>, and had no effect on nodulation on <i>Chamaecrista fasciculata.</i></p> <p><span><span>4. We </span>found no support for hypothesized direct effects of nematode load on competitive outcomes, and strong but idiosyncratic indirect effects of nematode <span>inoculation </span>on rhizobia abundance.</span></p>
FoS Co-occurrence networks related to 103 FoS, and Direct ancestors to emerging topics between 2001~2010
<p>FoS Co-occurrence networks related to 311 Level 0 and 1 FoS, and Direct ancestors to emerging topics between 2000~2010.</p> <p> </p> <p>graphs.7z contains python graph binary files, and Golden dataset.7z contains python list binary files.</p>
Conspecific attraction for conservation and management of terrestrial breeding birds: current knowledge and future research directions
<p>Conspecific presence can indicate the location or quality of resources, and animals settling near conspecifics often gain fitness benefits. This can result in adaptive conspecific attraction during breeding habitat selection as demonstrated in numerous terrestrial, territorial birds. There is growing interest in using simulated conspecific social cues (e.g., decoys, broadcasted vocalizations) to manage bird distributions, yet it remains unclear when this approach is likely to succeed. We reviewed published studies to evaluate whether the strength of conspecific attraction in terrestrial birds is mediated by characteristics of species (life history traits), simulated cues (e.g., timing and duration), sites (e.g., quality), and how conspecific attraction was measured. We identified 31 experiments that simulated social cues and compared conspecific settlement between treatment and control sites. We then used phylogenetically controlled meta-regression to assess impacts of 19 moderators on settlement. Nearly all species included in these experiments were migratory passerines, and social cues generally had a strong, positive influence on their settlement decisions, as the odds of site occupancy were 3.12× (95% CI = 0.81, 11.69) greater in treatment sites relative to control sites. Within this group, conspecific attraction was evolutionarily conserved with ≥ 25.5% (CI = 5.1%, 65.4%) of the variance in treatment effects explained by phylogenetic relatedness. However, we found no evidence that any covariates influenced the response to social cues, and we posit this stems from limited research specifically designed to identify the mechanisms mediating conspecific attraction. We therefore developed a research agenda that provides a framework for testing mechanistic hypotheses regarding how cue characteristics, species traits, and spatial contexts may mediate attraction to conspecifics. Evaluating these hypotheses will greatly advance the field by helping managers understand when, where, and why simulating social cues can be used to enhance populations of species that are of conservation concern.</p>
Synapsin II Directly Suppresses Epileptic Seizures in Vivo
<p>Videorecordings of seizure activity </p>
Changes in the direction of the diversity-productivity relationship over fifteen years of stand development in a planted temperate forest
<p>Experiments manipulating diversity in both forests and grasslands have often observed a positive diversity-productivity relationship (DPR) which tends to strengthen during plant community development. This pattern is generally attributed to an increase in niche complementarity or facilitation. Most analyses do not examine species dominance and density, which also change over time. Moreover, how neighbourhood scale interactions among tree species affect the DPR is not well understood.</p> <p>We analysed growth and mortality data from the Simplex experiment, a part of the BIOTREE tree diversity experiment. Simplex consists of 36 plots each planted with four common and commercially important tree species to create a gradient of tree species evenness at two tree densities (6667 and 3556 trees ha<sup>-1</sup>). We test whether: i) the effect of evenness on total aboveground biomass productivity increase with stand development (year), ii) the effect of evenness on productivity is stronger in dense plots; iii) intra-specific competition from neighbours negatively affect the growth of dominant species more strongly compared to co-dominant species, and whether this negative effect is stronger in denser plots.</p> <p>The direction of DPR was initially negative because the fast-growing long-lived pioneer Douglas fir (<em>Pseudotsuga menziesii</em> (Mirb.) Franco) dominated. However, with time, shade tolerant Norway spruce (<em>Picea abies </em>(L.) Karst.) and European beech (<em>Fagus sylvatica </em>L.) increased in abundance (by biomass), and the relationship between evenness and biomass increment changed from negative to positive in high-density plots. Neighbourhood analyses revealed that for Douglas fir and Norway spruce, conspecifics reduced individual growth rates across density levels and years.</p> <p>Synthesis: We observed a shift in the diversity-productivity relationship over 15 years in our experiment. Over time, increasing intraspecific competition limited the increment of the abundant Douglas fir in uneven plots, and a persistent increase in the abundance (by biomass) of shade tolerant Norway spruce and European beech in even plots led to a higher community biomass increment, which led to a positive DPR. Emergence of a positive DPR in temperate forest plantations requires significant time and is importantly promoted by diversity at the neighbourhood scale (intimate mixtures) as well as higher density planting.</p>
Figure 3. A in The evolution of anteriorly directed molar occlusion in mammals
Figure 3. A, reconstructions of muscle orientation that highlight the posited shift to anteriorly directed resultant force vectors in cladotherians. Although early cladotherians did not possess anterior occlusal movement, they did have increased transverse movement that might have been generated by anteriorly oriented muscles (see main text; Grossnickle, 2017). For simplicity, the temporalis is not included in the reconstructions, but it is expected to remain posteriorly oriented in all synapsids (Turnbull, 1970; DeMar & Barghusen, 1972; Lautenschlager et al., 2017). B, the evolution of a posterior angular process and detached middle ear (DME) in cladotherians, but note that the DME evolved independently in multituberculates (not illustrated here) and that there is uncertainty about the evolutionary timing of the DME in the lineage leading to therians (Urban et al., 2017; Luo & Manley, 2020; Mao et al., 2020). For the jaw representing eutriconodontans and spalacotherioids, the middle ear elements are displaced medially from the jaw, but the ossified Meckel's cartilage (MC; yellow) maintains an ear–jaw connection. Skull and jaw reconstructions are based on images in papers by Allin (1975), Sues (1986), Kermack et al. (1981), Krause (1982), Fish (1983), Krebs (1991), Rougier et al. (2003), Kielan-Jaworowska et al. (2004), Hu et al. (2005), Paéz Arango (2008), Wible et al. (2009), Lautenschlager et al. (2017), Bhullar et al. (2019) and Panciroli et al. (2021).
Figure 1 in The evolution of anteriorly directed molar occlusion in mammals
Figure 1. Jaw movement during molar occlusion in a didelphid opossum. The straight red arrows represent movement during the two phases of occlusion (Schwermann, 2014), and the dashed line is the outline of the upper molar. In both the occlusal view (left box) and posterior view (right box), the arrows follow the path of homologous cusps (the protoconids). The 'compass rose' illustrates the occlusal movement in occlusal view, with the lengths of the arrows reflecting the inclination angles of the phase; the shorter arrow represents a steeper, dorsomedial movement, and the longer arrow represents a shallower medial movement (von Koenigswald et al., 2013). We categorize this taxon (Monodelphis) as having an 'anterior component' because at least one of the phases includes anterior movement. Inserting on the jaw are three muscles that contract simultaneously in many therians to create medial movement via yaw (curved red arrow): working-side superficial masseter (SM), working-side medial pterygoid (MP) and balancing-side temporalis (T). The silhouette is by Sarah Werning (license CC BY 3.0, unaltered image).
Figure 2 in The evolution of anteriorly directed molar occlusion in mammals
Figure 2. Jaw directional movement during postcanine occlusion in synapsids, highlighting the evolutionary origin of anteriorly directed occlusion at or near the therian node. Lineage colours correspond to the 'compass rose' directions (see main text; Supporting Information, Table S1), with 'transverse-shearing' represented by black-and-grey dashed lines. For the didelphid, docodontan and ungulate jaws, the left hemimandible is the working side. Ancestral reconstructions of occlusal direction are based, in part, on ancestral molar morphologies. For instance, early therian lineages possess a tribosphenic molar morphology, which generally includes some degree of anterior occlusal movement (Fig. 1; Crompton & Hiiemae, 1970; Kallen & Gans, 1972; Kay & Hiiemae, 1974a; Schwermann, 2014). Lineages along the phylogenetic backbone of the non-mammalian cynodont portion of the phylogeny are likely to have possessed triconodont dentitions, with occlusion that is primarily orthal or 'transverse-shearing' (Crompton, 1972; Bonaparte et al., 2005; Jäger et al., 2019). For additional information and sources, see the Supporting Information (Table S1). The phylogeny and fossil ages are from Rougier et al. (2012), Huttenlocker et al. (2018), Jones et al. (2019), Upham et al. (2019), King & Beck (2020) and the Paleobiology Database (paleobiodb.org). The multituberculate silhouette is based on artwork by Misaki Ouchida. Additional silhouettes are from phylopic.org and attributed to Sarah Werning (licence CC BY 3.0, unaltered image; didelphid), Rebecca Groom (CC BY-SA 3.0; rodent), Dfoidl (CC BY-SA 3.0; ungulate) and FunkMonk Michael B. H. (CC BY-SA 3.0; docodontan).
How to trigger and keep stable directional Space–Number Associations (SNAs)
<p>Humans are prone to mentally organise the ascending series of integers according to reading habits so that in western cultures small numbers are positioned to the left of larger ones on a mental number line. Despite 140 years since seminal observations by Sir Francis Galton (Galton, 1880a, b), the functional mechanisms that give rise to directional Space–Number Associations (SNAs) remain elusive. Here, we contrasted three different experimental conditions, each including a different version of a Go/No-Go task with intermixed numerical and arrow-targets (Shaki and Fischer, 2018; Pinto et al., 2019a). We show that directional SNAs are not “all or none” phenomena. We demonstrate that SNAs get progressively less noisy and more stable the more contrasting small/large magnitude-codes and contrasting left/right spatial-codes are explicitly and fully combined in the task set. The analyses of the time–course of space-number congruency effects showed that both the absence and presence of the SNA were independent of the speed of reaction times. In agreement with our original proposal (Aiello et al., 2012), these findings show that conceptualising the ascending series of integers in spatial terms depends on the use of spatial codes in the numerical task at hand rather than on the presence of an inherent spatial dimension in the semantic representation of numbers. This evidence suggests that directional SNAs, like the SNARC effect, are secondary to the primary transfer of spatial response codes to number stimuli, rather than deriving from a primary congruency or incongruence between independent spatial-response and spatial-number codes. </p>
Direct and indirect effects of anthropogenic forcing on lake surface water temperature
<p>Here are the data from this paper (Direct and indirect effects of anthropogenic forcing on lake surface water temperature)</p>
Data for the manuscript "Direct visualization of colloid transport over natural heterogeneous and artificial smooth rock surfaces"
<p>The files contain the data used to produce the figures in the manuscript "<strong>Direct visualization of colloid transport over natural heterogeneous and artificial smooth rock surfaces</strong>" by Borgman, Be'er, and Weisbrod.</p> <p>Included in the data set:</p> <ol> <li>ImageAnalysesAndPlots.m: A MATLAB script to generate the figures from the included images and data files.</li> <li>myCmap.mat: A custom set of colors for the images.</li> <li>LH_btc.csv, LH_b_btc.csv, HH_btc.csv, HH_b_btc.csv: Data for the breakthrough curves.</li> <li>LH_t=360min.czi, HH_t=300min.czi: Final images from the experiments, from which the residual surface fluorescence is calculated.</li> <li>LHSurfTopo.csv, HHSurfTopo.csv: Tables containing the profilometer scan data.</li> <li>LH, HH: Folders containing the images for the colloid displacement front</li> <li>Exp01-Exp04: Images for calculating the dispersion coefficient </li> <li>PlotVelocities2.m: A script for plotting the calculated velocity fields</li> <li>velocity_magnitude_HH_flux_boundary.txt/velocity_magnitude_LH_flux_boundary.txt: The data files for the velocity fields.</li> </ol> <p>For the .czi files, it's necessary to use the Bio-Formats for MATLAB <a href="https://docs.openmicroscopy.org/bio-formats/6.1.0/users/matlab/index.html">package</a>.</p>
Direct and legacy-mediated drought effects on plant performance are species-specific and depend on soil community composition
Droughts affect plant communities, but their impacts may be mediated by soil biota. Soil communities may ameliorate drought stress, and droughts may leave legacies of altered soil communities that may affect future plant growth. However, it is not yet understood which groups of soil biota in particular affect plant performance under drought, nor which groups contribute to drought-legacy effects on future plant growth. We hypothesized that increasing soil-community complexity ameliorates drought stress and that drought-legacy effects are species-specific and soil-community-dependent. To test these hypotheses, we performed a two-phase experiment with six grassland species. In the first phase, we examined plant performance under drought and ambient conditions, in soils inoculated with a sterilized inoculum, or increasingly complex soil communities created by wet-sieving through 20-, 40-, and 200-µm mesh sieves. In the second phase, we examined drought-legacy effects on conspecific plant performance. We separately analysed plant performance in both phases, and integrated data from both phases using structural equation models. Drought effects on first-phase root biomass depended on soil inoculum, and this interaction differed among plant species, while effects on shoot biomass differed among species, but did not depend on inoculum. Only one species experienced drought-stress-ameliorating effects of soil biota. Drought-legacy effects on plant performance were positive, but depended on soil inoculum in case of root biomass, and on soil inoculum and species identity in case of shoot biomass. Drought-legacy effects were often mediated by first-phase biomass. In some species this effect was independent of inoculum, suggesting an abiotic legacy effect. In others, low first-phase biomass corresponded with high second-phase performance in presence of the most complex soil community. We conclude that drought-legacy effects on plant performance were soil-community-dependent but positive, suggesting that plants establishing after drought may benefit from increased nutrient availability and more positive impacts of soil biota.
Supplemental material for: Clinical and neuroimaging outcomes of direct endovascular thrombectomy vs. bridging therapy in large vessel occlusion patients: a secondary analysis of SELECT cohort study
<p><b>Objective:</b> To evaluate the comparative safety and efficacy of direct endovascular thrombectomy(dEVT) compared to bridging therapy(BT:IV-tPA+EVT) and assess if BT potential benefit relates to stroke severity, size and initial presentation to EVT vs. non-EVT center.</p> <p><b>Methods:</b> In a prospective multicenter cohort-study of imaging selection for endovascular thrombectomy[SELECT], anterior-circulation large vessel occlusion (LVO) patients presenting to EVT-capable centers within 4.5hours from last-known-well were stratified into BT vs. dEVT.<b><i> </i></b>The primary outcome was 90-day functional independence[modified Rankin Scale(mRS)=0-2]. Secondary outcomes included a shift across 90-day mRS grades, mortality, symptomatic intracranial hemorrhage. We also performed subgroup-analyses according to initial presentation to EVT-capable center (direct versus transfer), stroke severity and baseline infarct core volume.</p> <p><b>Results:</b> We identified 226 LVOs (54%:men, mean age:65.6±14.6years, median NIHSS-score: 17, 28% received dEVT). Median time from arrival to groin-puncture did not differ in BT-patients when presenting directly[dEVT:1.43 (IQR=1.13-1.90) hours vs. BT:1.58(IQR=1.27-2.02)hours,p=0.40] or transferred to EVT-capable centers[dEVT:1.17 (IQR: 0.90-1.48) hours vs. BT:1.27 (IQR: 0.97-1.87) hours,p=0.24]. BT was associated with higher odds of 90-day functional independence (57% vs. 44%,aOR=2.02,95%CI:1.01-4.03,p=0.046) and functional improvement (adjusted cOR=2.06,95%CI:1.18-3.60,p=0.011), and lower likelihood of 90-day mortality (11% vs. 23%,aOR: 0.20,95%CI:0.07-0.58,p=0.003). No differences in any other outcomes were detected. In subgroup-analyses, BT patients with baseline NIHSS-scores<15 had higher functional independence likelihood compared to dEVT (aOR=4.87,95%CI:1.56-15.18,p=0.006); this association was not evident for patients with NIHSS-scores≥15 (aOR=1.05,95%CI:0.40-2.74,p=0.92). Similarly, functional outcomes improvements with BT were detected in patients with core volume strata (Ischemic core <50cc: aOR: 2.10, 95% CI:1.02-4.33, p=0.044 vs ischemic core ≥50cc: aOR: 0.41,95% CI:0.01-16.02,p=0.64) and transfer status (transferred: aOR: 2.21,95% CI:0.93-9.65,p=0.29 vs direct to EVT center: aOR:1.84,95%CI:0.80-4.23,p=0.15). </p> <p><b>Conclusions:</b> Bridging therapy appears to be associated with better clinical outcomes, especially with milder NIHSS-scores, smaller presentation core volumes and those who were "dripped and shipped".</p> <p><b>Classification of Evidence: </b>This study provides Class III evidence that for patients with ischemic stroke from anterior-circulation LVO within 4.5 hours from last-known-well, bridging therapy compared to direct endovascular thrombectomy leads to better 90-day functional outcomes.</p>
Measurement report: The importance of biomass burning in light extinction and direct radiative effect of urban aerosol during the COVID-19 lockdown in Xi'an, China
<p>To explore the impacts of anthropogenic emissions on aerosol optical properties and direct radiative effect (DRE), a series of real-time measurements was conducted in an urban area of China before and during the lockdown of Coronavirus Disease 2019. The generalized addictive model analysis shows that the light extinction coefficient (<em>b</em><sub>ext</sub>) decreased largely during the lockdown due to the sharp reductions in anthropogenic emissions. Organic aerosol was the largest contributor to <em>b</em><sub>ext</sub> based on the ridge regression analysis. A hybrid environmental receptor model combining with chemical and optical variables shows that <em>b</em><sub>ext</sub> from biomass burning increased in the lockdown due to the undiminished needs of residential cooking and heating in winter. Biomass burning contributed the largest positive effect to aerosol DRE in the atmosphere during the lockdown, highlighting the importance of controlling biomass burning for mitigating climate change in China in the future.</p>
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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.