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151 results for “ecological integrity”

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dryad36/100

A large-scale assessment of ant diversity across the Brazilian Amazon Basin: integrating geographic, ecological, and morphological drivers of sampling bias

<p>Tropical ecosystems are often biodiversity hotspots, and invertebrates represent the main underrepresented component of diversity in large-scale analyses. This problem is partly related to the scarcity of data widely available to conduct these studies and the lack of systematic organization of knowledge about invertebrates' distributions in biodiversity hotspots. Here, we introduce and analyze a comprehensive data compilation of Amazonian ant diversity. Using records from 1817 to 2020 from both published and unpublished sources, we describe the diversity and distribution of ant species in the Brazilian Amazon Basin. Further, using high-definition images and data from taxonomic publications, we build a comprehensive database of morphological traits for the ant species that occur in the region. In total, we recorded 1,067 nominal species in the Brazilian Amazon Basin, with sampling locations strongly biased by access routes, urban centers, research institutions, and major infrastructure projects. Large areas where ant sampling is non-existent represent about 52% of the basin and are concentrated mainly in the North, Southeastern, and Western Brazilian Amazon. We found that distance to roads is the main driver of ant sampling in the Amazon. Contrary to our expectations, morphological traits had lower predictive power in predicting sample bias than purely geographic variables. However, when geographic predictors were controlled, habitat stratum and traits contribute to explain the remaining variance. More species were recorded in better-sampled areas, but species richness estimation models suggest that areas in South Amazonian edge forests are associated with especially high species richness. Our results represent the first trait-based, large-scale study for insects in Amazonian forests and a starting point for macroecological studies focusing on insect diversity in the Amazon Basin.</p>

opencc-zeroMay 2022View details →
dryad36/100

In the right place, at the right time: the integration of bacteria into the Plankton Ecology Group model

<p><strong><span>Background</span></strong></p> <p><span>Planktonic microbial communities have critical impacts on the pelagic food web and water quality status in freshwater ecosystems, yet no general model of bacterial community assembly linked to higher trophic levels and hydrodynamics has been assessed. In this study, we utilized a two-year survey of planktonic communities from bacteria to zooplankton on three freshwater reservoirs to investigate their spatiotemporal dynamics.</span></p> <p><strong><span>Result</span></strong></p> <p><span>We observed the site-specific presence and microdiversification of bacteria in lacustrine and riverine environments, as well as in deep hypolimnia. Moreover, we determined recurrent bacterial seasonal patterns driven by both biotic and abiotic conditions, which could be integrated into the well-known Phytoplankton Ecology Group (PEG) model describing primarily the seasonalities of larger plankton groups. Importantly, bacteria with different ecological potentials showed finely coordinated successions affiliated with four seasonal phases, including the spring bloom dominated by fast-growing opportunists, the clear-water phase associated with oligotrophic ultramicrobacteria, the summer phase characterized by phytoplankton bloom-associated bacteria, and the fall/winter phase driven by decay-specialists. </span><span> </span></p> <p><strong><span>Conclusion</span></strong></p> <p><span>Our findings elucidate the principles driving the spatiotemporal microbial community distribution in freshwater ecosystems. We suggest an extension to the original PEG model by integrating recurrent bacterial seasonal trends.</span></p>

opencc-zeroJul 2022View details →
zenodo36/100

Integrating Local and Traditional Ecological Knowledge into Anadromous Waters Cataloging and Fish Inventories of select drainages of the Tanana and Yukon rivers 2021-2023

<p>***Funded by the Alaska Sustainable Salmon Fund #54007, a part of the Pacific Coastal Salmon Recovery Fund</p> <p><strong>Synopsis</strong></p> <p>During 2021 and 2022, staff from the Alaska Department of Fish and Game (ADF&amp;G), Division of Sport Fish, Alaska Freshwater Fish Inventory (AFFI) program and the Yukon River Drainage Fisheries Association (YRDFA) will collaborate to integrate Local and Traditional Ecological Knowledge (LTK) ethnographic interviews into a rapid systematic inventory of fish communities and associated habitats in select drainages of the lower Tanana River and Upper Yukon River in the area of Tanana and Fairbanks. First, in 2021, LTK surveys in the communities of Tanana, Manley Hot Springs and Nenana will locate important subsistence areas that will be overlain on our GIS-selected target streams to assist in filling gaps in coverage of the State of Alaska's Catalog of Waters Important for the Spawning, Rearing or Migration of Anadromous Fishes (AWC) in freshwater habitats expected to support anadromous fish populations likely to be impacted by human activities. Then, in 2022, this project will seasonally sample target streams and record observations in the Alaska Freshwater Fish Inventory database (AFFID), nominate water bodies to the AWC when anadromous fish are observed, and provide publicly available data via the AFFID internet mapping service. Anticipated benefits of this project are multiple hundreds of kilometers and/or dozens of water bodies added to the AWC as well as a broader understanding of the importance of this region&rsquo;s fish species to local human communities.</p> <p><span><span>1.<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><u>Introduction</u></p> <p>In Alaska, habitats that support migrating, spawning, or rearing anadromous fish are protected under multiple administrative jurisdictions, including state, federal, and local habitat protection standards. Alaska Statute (AS) 16.05.871 (the Anadromous Fish Act) is a keystone statutory protection for freshwater habitats of anadromous fish in Alaska, requiring the ADF&amp;G to "specify the various rivers, lakes, and streams or parts of them" of the state that are important to the spawning, rearing, or migration of anadromous fish.<span>&nbsp; </span>The resulting atlas is known as the Anadromous Waters Catalog (AWC) which is adopted as regulation under 5 AAC 95.011. Under the Anadromous Fish Act, activities and uses conducted in or otherwise affecting water bodies specified in the AWC require permitting from the ADF&amp;G Habitat Section. Many other federal, state, and local government policies specify additional protections for anadromous fish habitat in Alaska. To be listed in the AWC, water bodies must have site-specific, direct, unambiguous observations of anadromous fish by a qualified observer. This is a major reason the AFFI program targets areas with high potential to add water bodies to the AWC.</p> <p>Beginning in spring 2021, YRDFA and AFFI staff will conduct LTK interviews and mapping in the communities of Tanana, Manley Hot Springs, and Nenana. By spring 2022, the LTK contributions will be mapped and added to our site selection criteria prior to field work. Based on seasonality of some fishes in this area, we will establish certain seasonal site locations that are road accessible to determine spatiotemporal patterns in the fish community used by area residents. This will include target streams sampled in June, the main summer season (see following paragraph), and September.</p> <p>From July 10 to August 1, 2022, 4 crews, each with 2 members, will sample fish communities using AFFI protocols in selected streams draining into the Tanana and Yukon rivers within a general area upstream of the Kokrines (a historical settlement downstream of Tanana) and downstream of the city of Fairbanks. Target sites will include wadeable headwater streams and un-wadeable streams. Summer surveys will maximize detection of juvenile and spawning Chinook salmon, juvenile coho salmon, as well as spawning summer chum salmon. More opportunistic seasonal sampling for 5 days, tentatively in late-spring (e.g., early June) and fall (September or October), could enhance the likelihood of detecting multiple life history stages of rearing, migrating, or spawning whitefishes, Chinook salmon, coho salmon, and chum salmon.</p> <p><span>&nbsp;</span>Given the size and remoteness of the Yukon and Tanana river drainages, this AFFI proposal is for years 3 and 4 of a multiyear effort to sample the region and provides enough funding to conduct spring, summer, and fall sampling. AFFI staff will pursue additional funding sources to conduct more surveys if possible. Before this proposed study, AKSSF funded AFFI to survey the upper Yukon and Tanana River drainages in 2019 and 2020 (AKSSF projects 44375 and 53013, respectively). For example, 2019 surveys in the upper Yukon and Tanana river drainages documented &gt;40 streams previously unlisted in the AWC for Chinook salmon.</p> <p><span><span>2.<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span><u>Location(s)</u></p> <p>Sampling will be done in select drainages of the Yukon and Tanana rivers bounded downstream near the old Yukon River village of Kokrines (N 64.9376, W -154.6944) and upstream to the Tanana River tributary Willow Creek (N 64.6719, W -148.2027). This includes the area and tributaries around the confluence of the Yukon and Tanana rivers (N 65.1682, W -151.9982) between the villages of Tanana and Manley Hot Springs.</p> <p><strong><span><span>I.<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></strong><strong>Objectives</strong></p> <p>Objective 1: To maximize the spatial increase of documented anadromous fish habitats depicted in the AWC within the study area (sampling a minimum 80 headwater target streams, and 12 un-wadeable target streams)<span> </span>not including repeat sampling of select sites to document seasonal presence of some anadromous species.</p> <p>Objective 2: To use LTK to maximize the spatial increase of documented anadromous fish habitats depicted in the AWC within the study area while also corroborating and verifying the LTK with field surveys<span>.</span></p> <p>Objective 3:<span>&nbsp; </span>To record characteristics, using established protocols, of aquatic habitats (including riparian zone) at each sampling location.</p> <p>Objective 4:<span>&nbsp; </span>To provide the fish distribution and associated aquatic habitat information to State &amp; Federal agencies, participating communities, and the public.</p> <p><strong><span><span>II.<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></strong><strong>Methods</strong></p> <p><span>This collaborative project is designed to contribute to the AWC using social and biological methods. Prior to field work, a YRDFA anthropologist and ADF&amp;G staff will contact the Tribal Councils of Tanana, Manley Hot Springs, and Nenana to schedule community meetings (in-person or online, as able) and ethnographic interviews between late spring 2021 and spring 2022. These interviews and mapping activities will establish what is known about the timing and distribution of resident and anadromous fishes and create maps that can be overlain on the AWC with other AFFI site selection criteria to identify streams to sample the following year. </span><span>The next year, project staff will seek to verify LTK surveys and add to the AWC through seasonal sampling. The proposed study area for 2020 has a road system along the Tanana River which will allow access via truck and boat to certain streams during 5 days each in spring (June) and fall (September).&nbsp;This will likely raise the number of sites this project can sample while avoiding excess helicopter expenses. Additionally, this will allow better seasonal sampling efforts to maximize the ability to document seasonally variable fish distributions such as summer salmon spawning and fall whitefish spawning seasons. Summer sampling will be more expansive and follow ADF&amp;G's AFFI protocols (Giefer and Cathcart 2019) where 4 crews, each with 2 members, will use helicopters to sample fish communities in selected study stream reaches for approximately 21 days in summer of 2022. Target survey sites will include wadeable headwater streams sampled with a backpack electrofisher, and un-wadeable streams sampled with a raft-mounted electrofisher. Sites within the study area that are identified as being anadromous fish rearing from LTK surveys and currently unlisted in the AWC will be prioritized for verification. <span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></p> <p><span><em>Study area selection</em></span></p> <p><span>The long-term goal of the AFFI program is to complete a statewide baseline inventory of fish assemblages and associated aquatic and riparian habitats. At its inception, the AFFI program developed a systematic approach to rank and prioritize Alaska&rsquo;s 139 subbasin level hydrologic units. At the time of this proposal, the AFFI program has surveyed 81 of the 139 subbasins that were originally prioritized. This project&rsquo;s 99,099 square kilometer study area includes subbasins of the lower Tanana River between the city Fairbanks and the mouth of the Tanana River, tributaries draining the south side of the Tanana upstream of Fairbanks but west of Clear Creek, and in select subbasins of the Yukon River near the community of Tanana but upstream of Kokrines.<span>&nbsp; </span></span></p> <p><span><em>Target stream selection</em></span></p> <p><span>Target stream selection will be performed by integrating LTK survey information with our conventional method of using GIS to identify previously unsampled (or not rigorously sampled) streams that can be safely accessed while maximizing potential additions to the AWC. The number of headwater streams in the study area will exceed the project&rsquo;s limited sampling effort capacity; therefore, a subset of streams comprising the longest stream segments not listed in the AWC will be selected as targets. The headwater team will sample approximately six to eight headwater streams per day and, when operating, the raft or riverboat team will float and sample one un-wadeable stream per day. Based on past AFFI projects, it is estimated that a minimum of 80 headwater target streams will be sampled, and 12 un-wadeable target streams could be rafted and sampled during the 21 field days (not including the 5 field days in each of June and September).<span>&nbsp; </span>However, these estimates are contingent upon weather and logistics.</span></p> <p><span>Reference sites for seasonal sampling will be prioritized depending on spatial and temporal observations from LTK surveys where we will select road or boat accessible locations to target fishes in spring, summer, and fall. We will seek to access all LTK-identified subbasins for subsistence fishes but they will be prioritized according to logistics (i.e., fuel and time needed to reach location) and potential addition to the AWC.</span></p> <p><span><em>Sampling methods</em></span></p> <p><span>Ideally, the fish community and habitat will be sampled with standardized methods per AFFI protocols. Fish will be collected by single-pass electrofishing standardized by stream width (i.e., 40 or 120 wetted-channel-widths in wadeable and un-wadeable target streams, respectively). Captured fish will be identified, measured, and released. Other gear types (such as beach seines, angling, or minnow traps) may be deployed if conditions prohibit electrofishing. Standard water chemistry, channel morphology, and riparian habitat parameters will be recorded at each sample site in addition to longer-term water temperature or eDNA sampling efforts in reference streams. <span>&nbsp;</span></span></p> <p><strong><span><span>III.<span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></strong><strong>Benefits</strong></p> <p>Updated and more comprehensive AWC coverage will be the primary regulatory or fish habitat benefit of this project toward sustaining salmon habitat. Enhanced communication and partnerships with tribal communities will be established through interviews to gather LTK. Based on summer AFFI sampling since 2016, sampling at least 80 headwater target streams and 12 un-wadeable target streams, this project will add many (likely &gt;300) previously unlisted kilometers of salmon habitat among several distinct streams to the AWC. Only anadromous fish habitat listed in the AWC receives protection under the Anadromous Fish Act and various other policies that provide additional protections to specified anadromous fish habitat. Also, providing more complete (e.g., seasonal) and accessible fish community and habitat information will benefit ADF&amp;G, as well as help other federal, state, and local resource agencies better implement their respective fish habitat management, protection, and research missions.<span>&nbsp; </span>Better protection and management of salmon habitat will benefit salmon fisheries and the communities they sustain by safeguarding critical salmon habitat thereby ensuring the long-term productivity of habitats and salmon populations.</p>

opencc-by-4.0Oct 2024View details →
dryad36/100

Data from: Integrating Bayesian genomic cline analyses and association mapping of morphological and ecological traits to dissect reproductive isolation and introgression in a Louisiana Iris hybrid zone

Hybrid zones provide unique opportunities to examine reproductive isolation and introgression in nature. We utilized 45,384 Single Nucleotide Polymorphism (SNP) loci to perform association mapping of 14 floral, vegetative, and ecological traits that differ between Iris hexagona and Iris fulva, and to investigate, using a Bayesian Genomic Cline (BGC) framework, patterns of genomic introgression in a large and phenotypically diverse hybrid zone in southern Louisiana. Many loci of small effect-size were consistently found to be associated with phenotypic variation across all traits, and several individual loci were revealed to influence phenotypic variation across multiple traits. Patterns of genomic introgression were quite heterogeneous throughout the Louisiana Iris genome, with I. hexagona alleles tending to be favored over those of I. fulva. Loci that were found to have exceptional patterns of introgression were also found to be significantly associated with phenotypic variation in a small number of morphological traits. However, this was the exception rather than the rule, as most loci that were associated with morphological trait variation were not significantly associated with excess ancestry. These findings provide insights into the complexity of the genomic architecture of phenotypic differences and are a first step towards identifying loci that are associated with both trait variation and reproductive isolation in nature.

opencc-zeroDec 2016View details →
dryad36/100

Integrating socio-ecological suitability with human-wildlife conflict risk: Case study for translocation of a large ungulate

<p>1. Translocations are essential for reestablishing wildlife populations. As they sometimes fail, it is critical to assess factors that influence their success pre-translocation.</p> <p>2. Socio-ecological suitability models (SESMs) integrate social acceptance and ecological suitability to enable identification of areas where wildlife populations will expand, which makes it likely that SESMs will also be useful for predicting translocation success.</p> <p>3. To inform site-selection for potential elk (Cervus canadensis) reintroduction to northeastern Minnesota, USA, we developed broad-scale maps of social acceptance from surveys of local residents and landowners, animal use equivalence (AUE) from forage measured in the field, and empirical conflict risk from geospatial data. Resulting SESMs integrated social acceptance favorability scores, AUE, and conflict risk, and weighted SESMs showed the relative influences of acceptance and conflict.</p> <p>4. Social acceptance was positive for local residents and landowners (mean ≥ 5.4; scale of 1 to 7). AUE (scaled to an elk home range) ranged between 1 and 9 elk/16 km2 during winter, and from 14 to 83 elk/16 km2 during summer. Human-elk conflict risk was low (mean ≤ 0.10; scaled 0 to 1), increasing from north to south. Geographical distributions differed for social acceptance, AUE, and conflict risk, and weighted SESMs revealed unsuitable areas that were otherwise obscured.</p> <p>5. <em>Synthesis and applications</em>. Integrating human-wildlife conflict risk into SESMs shows where social acceptance of translocated species is likely to erode, even where viewed favorably pre-translocation, to inform translocation planning by highlighting interactions between key factors. Such integrated models supplement existing reintroduction biology frameworks by supporting decision-making and knowledge development. In northeastern Minnesota, natural resource managers who are considering elk reintroductions are using SESMs reported here to identify where human-elk conflict is likely to result in an isolated elk population and where addressing concerns for area residents about conflict risk is essential.</p>

opencc-zeroOct 2021View details →
dryad36/100

Data from: Integrating ecological niche and hydrological connectivity models to assess the impacts of hydropower plants on an endemic and imperiled freshwater turtle

<p>We built this dataset to assess the impacts of hydropower plants on the distribution of an endemic and imperiled freshwater turtle with very unique ecological requirements, the Williams' side-necked turtle (<em>Phrynops</em> <em>williamsi</em>). To prevent and mitigate impacts, we prioritized sites for species conservation by classifying planned HPP locations according to their predicted adverse effects on species distribution. The dataset has two files: i) species occurrence records and ii) hydropower plant data. The first dataset was fully built by the authors and the second was modified from the Brazilian Electricity Regulatory Agency (ANEEL) georeferenced data system.</p>

opencc-zeroMay 2023View details →
dryad36/100

Data from: Integrating ecological niche and hydrological connectivity models to assess the impacts of hydropower plants on an endemic and imperiled freshwater turtle

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publicMay 2023View details →
dryad36/100

Integrating socio-ecological suitability with human-wildlife conflict risk: Case study for translocation of a large ungulate

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publicOct 2021View details →
dryad36/100

Data for: Integration of an invasive plant in hummingbird and flower mite networks is driven by ecological fitting and generalization

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publicJun 2025View details →
dryad36/100

In the right place, at the right time: the integration of bacteria into the Plankton Ecology Group model

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publicJul 2022View details →
dryad36/100

Coping with feast and famine: Integrated behavioral and metabolically flexible responses of wild orangutans to ecologically driven dietary variation

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publicJan 2025View details →
dryad36/100

A large-scale assessment of ant diversity across the Brazilian Amazon Basin: integrating geographic, ecological, and morphological drivers of sampling bias

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publicJun 2022View details →
dryad36/100

Integration of genomic and ecologic methods inform management of an undescribed, yet highly exploited, sardine species

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publicFeb 2024View details →
dryad36/100

Data from: The Hercules beetles (subgenus Dynastes, genus Dynastes, Dynastidae): a revisionary study based on the integration of molecular, morphological, ecological, and geographic analyses

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publicOct 2017View details →
dryad36/100

Data from: Integrating Bayesian genomic cline analyses and association mapping of morphological and ecological traits to dissect reproductive isolation and introgression in a Louisiana Iris hybrid zone

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publicDec 2017View details →
dryad36/100

Study of the overwintering ecology of the hazelnut pest, Palomena prasina (Hemiptera: Pentatomidae) in a perspective of Integrated Pest Management

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publicOct 2023View details →
dryad36/100

A machine learning approach to integrating genetic and ecological data in tsetse flies (Glossina pallidipes) for spatially explicit vector control planning

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publicOct 2021View details →
dryad36/100

[Model outputs] Identifying major hydrologic change drivers in a highly managed transboundary endorheic basin: integrating hydro‐ecological models and time‐series data mining techniques

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publicSep 2022View details →
dryad32/100

Data from: Finding clarity in ecological outcomes using empirical integrated social-ecological systems: a case study of agriculture-dependent grassland birds

<p>1.    Efforts to monitor and conserve populations and ecosystems in human-dominated landscapes can benefit from an empirical social-ecological systems approach.<br> 2.    Here we illustrate how latent variable structural equation modelling of regional time series data can effectively describe interconnected drivers of population fluctuations in dynamic landscapes and can help to reveal previously unknown system drivers.<br> 3.    Using a declining farmland-dependent bird species (Ammodramus savannarum) in the eastern United States (1994-2015) as a case study, our analysis reveals how farm management decisions drive population fluctuations (R<sup>2</sup> = 20%), while management is in turn highly influenced by climate (R<sup>2</sup> = 23-51%), but not by regional conservation spending.<br> 4.    Synthesis and applications. Structural equation modelling revealed potential social-ecological pathways for halting regional population declines in a grassland bird, the Grasshopper Sparrow. Lower population growth rates followed years of higher hay yields (~4 percentage points per metric ton increase in hay yield) and later harvests (~2 percentage points per 10-day delay in harvest). Thus, one pathway for stabilising regional populations could involve compensating farmers for reducing hay harvests, potentially requiring a six-fold increase in current annual agri-environmental conservation spending.</p>

opencc-zeroSep 2020View details →
dryad32/100

Data from: An integrated pathway for building regional phylogenies for ecological studies

Aims: Phylogenies are increasingly used in community ecology, biogeography and macroecology. However, sourcing a phylogeny comprising the entire species pool for a focal region can be difficult. Typically, a bespoke phylogeny must be created requiring considerable data manipulation and the use of many standalone software. Here we present a suite of methodological tools within the popular R environment that help to build molecular phylogenies appropriate for ecological studies with a regional focus. Innovation: Our R package regPhylo provides a pipeline to construct a Bayesian posterior distribution of time-calibrated trees suitable to address ecological questions. The novel contributions of regPhylo include options to: use prior phylogenetic knowledge through flexible topological constraints; include spatial metadata in sourcing DNA sequences; and include taxa without DNA sequences and then infer consequent phylogenetic uncertainty. Specifically, regPhylo helps researchers: retrieve DNA sequences; enhance available metadata; select DNA sequences based on their length or spatial proximity to the region of study; align sequences; and perform quality control. Output from the pipeline is a file ready to run in the Bayesian tree reconstruction software BEAST2, appropriate for estimating time-calibrated trees and including phylogenetic uncertainty for downstream analyses. Main conclusions: Overall, regPhylo improves the integration of popular standalone phylogenetic software into the flexible R environment. It provides a novel approach to include topological constraints based on prior knowledge, include taxa without DNA sequences, and select spatially appropriate DNA sequences. When coupled with a Bayesian tree-building process, our approach provides estimates of uncertainty in both topology and branch-lengths. We demonstrate the utility of the package by constructing a posterior distribution of time-calibrated phylogenies for the New Zealand marine ray-finned fishes (Actinopterygii) providing the unprecedented opportunity to include phylogenetic information in downstream ecological analyses for marine fishes in this region.

opencc-zeroAug 2019View details →

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Allen Brain Atlas

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allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

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abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

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dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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