Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

65

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

65 results for “local knowledge”

Learn how ShareScore rates datasets ↗
zenodo40/100

Fig. 2 in Local ecological knowledge of fishers about the life cycle and temporal patterns in the migration of mullet (Mugil liza) in Southern Brazil

Fig. 2. The life cycle of the mullet Mugil liza following local ecological knowledge of fishers from Santa Catarina State: a) Exit of mullets from 'criadouros' or breeding sites (lagoons and estuaries) to the sea (n= 45); b) Migration of mullets known as 'corrida' (run) and recurrent gathering with smaller schools (schooling or thickening process). The outlined map represents the Santa Catarina State coastline and main stopping/fishing sites for mullets. Arrows corresponds to our data-collection sites, which were indicated as main fishing locations; c) Outline of Santa Catarina State island (Florianópolis city) and Bombinhas as most external (to the East) coastal areas and where larger captures of mullets occurs during the fishing season; d) Male and female spawning with respective milky ('ova leiteira') and yellowish ('ova amarela') gonads. According to most of our informants, after fecundation female mullets may hold their eggs under their scales until they become juvenile; e) Northward migration to São Paulo and Rio de Janeiro states, following by their (adults plus juveniles) southward return to lagoons and estuaries; f) Entrance of adult mullets and recruitment of juveniles in lagoons and estuaries; g) Growth and feeding of adults and juveniles in lagoons and estuaries.

opencc-by-4.0Nov 2014View details →
zenodo40/100

Fig. 1 in Local ecological knowledge of fishers about the life cycle and temporal patterns in the migration of mullet (Mugil liza) in Southern Brazil

Fig. 1. Santa Catarina State coast, data collection sites (triangles) and the number of interviewed fishermen (in parenthesis; total N=45).

opencc-by-4.0Nov 2014View details →
zenodo40/100

Fig. 2 in Local ecological and taxonomic knowledge of snapper fish (Teleostei: Actinopterygii) held by fishermen in Ilhéus, Bahia, Brazil

Fig. 2. Similarity dendogram for the morphologic and color criteria used by the interviewed fishermen from Ilhéus, Bahia State, Brazil, to classify the species of the snapper group (number of interviews = 15; for the E. oculatus and P. furcifer n = 7).

opencc-by-4.0Sep 2009View details →
zenodo40/100

Fig. 3 in Local ecological and taxonomic knowledge of snapper fish (Teleostei: Actinopterygii) held by fishermen in Ilhéus, Bahia, Brazil

Fig. 3. Similarity dendrogram for the species of the snapper group according to the environments in which they are found, according to the perception of the fishermen from Ilhéus, Bahia State, Brazil (number of interviews = 15; for the E. oculatus and P. furcifer n = 7).

opencc-by-4.0Sep 2009View details →
zenodo40/100

Dataset and R script used in "Local knowledge reconstructs historical resource use" published in Frontiers in Ecology and the Environment

<p>Data and R code used in: L. Castello, E.G. Martins, M. Sorice, E. Smith, M. Almeida, G.C.C. Bastos, L.G. Cardoso, M. Clauzet, A.P. Dopona, B. Ferreira, M. Haimovici, M. Jorge, J. Mendon&ccedil;a, A.O. &Aacute;vila-da-Silva, A.P.O. Roman, M. Ramires, L.M. Villwock, P.F.M. Lopes. (Year) Local knowledge reconstructs historical resource use. Frontiers in Ecology and the Environment.</p>

openother-openSep 2023View details →
dryad36/100

Data from: Incorporating herders' knowledge and ecosystem-based adaptation strategies in local decision-making

<p class="CxSpFirst"> 1.    Ecosystem-based adaptation (EbA) relies upon the capacity of ecosystems to buffer communities against the adverse impacts of climate change. Maintaining ecosystems that deliver critical services to communities can also provide co-benefits beyond adaptation, such as climate mitigation and protection of biological diversity and livelihoods. EbA has to a limited extent drawn upon indigenous-and local knowledge (ILK) for defining critical services and for implementing EbA in decision-making. This is a paradox given that the primary focus of EbA is to enable communities to adapt to climate change.<br> 2.      The purpose of this study was to elucidate EbA strategies that take into account the knowledge of Sámi reindeer herders about pastures in tundra regions. We first examined what constitutes critical services as perceived by Sámi reindeer herders through a synthesis of data and literature. We thereafter used content analysis of 91 land use cases from 2010-2018 to investigate to what extent the herders' knowledge and maps over seasonal pastures and migratory routes are used in local decision-making. Finally, we propose EbA strategies of relevance to Sámi communities and pastoral communities elsewhere.<br> 3.      Our analysis revealed that reindeer herders and organizations representing their interests perceived threats from green energy development, tourism, recreation, public road construction and powerlines. These threats included the loss of key habitats and the loss of connectivity for migration between seasonal pastures. Herders' knowledge is incorporated through participatory tools to protect the ecosystems and services crucial for herders, but multiple competing land uses result in incremental loss of pastures regardless. <br> 4.      Synthesis and application. Pastoralists need access to diverse resources on seasonal pastures and the ability to move between pastures when snow, ice, rainfall and the timing of critical service supplies changes. Drawing on herders' knowledge to elicit EbA strategies is vital for buffering the adverse effects of climate change. EbA that incorporates indigenous perspectives cannot purely rely on co-benefit approaches. Fundamental trade-offs exist between adaptation needs and other land uses, such as infrastructure, tourism and green energy development</p>

opencc-zeroDec 2019View details →
zenodo36/100

Figure 2 in Biology of jungle perch, Kuhlia rupestris, identification of threats and knowledge gaps to improve local and global management

Figure 2. – Diet of K. rupestris in northern Queensland (Pusey et al., 2004).

opencc-by-4.0Dec 2020View details →
zenodo36/100

Kuhlia rupestris, juvenile. © E. Vigneux. Source: Keith et al., 1999. in Biology of jungle perch, Kuhlia rupestris, identification of threats and knowledge gaps to improve local and global management

Kuhlia rupestris, juvenile. © E. Vigneux. Source: Keith et al., 1999.

opencc-by-4.0Dec 2020View details →
dryad36/100

Combining local ecological knowledge with camera traps to assess the link between African mammal life history traits and their occurrence in anthropogenic landscapes

<p>Understanding what influences species and trait composition is critical for predicting changes in communities driven by landscape transformation. </p> <p>We explored how life history traits are associated with the persistence of mammal species in human-dominated habitats within the Garden Route Biosphere Reserve, South Africa. We combined data from a camera trap and a local ecological knowledge-based survey in an integrated occupancy model to analyze species occurrence along a gradient of anthropogenic landscape transformation. </p> <p>Results confirmed that mammal occurrence in human-modified habitats was related to specific life history traits. Species with more specialist diets, as well as larger body mass species were more likely to stay in protected areas. Species with slow reproductive strategies occupied more natural areas. </p> <p>Our study also showed that combining different monitoring methods enabled us to increase spatial coverage and mammal sighting numbers. This approach fostered research participation by various stakeholders, an important step for co-designing wildlife-friendly anthropogenic spaces. </p> <p><strong>Synthesis and applications: </strong>Integrating data from a standard ecological protocol and structured participatory citizen knowledge allowed us to identify the species functional traits associated with mammal species occurrence in anthropogenic landscapes at a local scale. These results advocate for wisely combining methods, and will guide conservation orientated land-use planning towards the protection of natural habitats in the Garden Route Biosphere Reserve. This methodological approach will enable managers and conservationists to use data obtain from diverse protocols. This should catalyze the involvement of citizens in biodiversity monitoring and conservation.</p>

opencc-zeroJul 2024View details →
zenodo36/100

Text-fig. 6. Paramblypterus sp., MHK 11024 from the locality Drválovice (Boskovice Graben), x 0.9. in Knowledge Of The Carboniferous And Permian Actinopterygian Fishes Of The Bohemian Massif - 100 Years After Antonín Frič

Text-fig. 6. Paramblypterus sp., MHK 11024 from the locality Drválovice (Boskovice Graben), x 0.9.

opencc-by-4.0Dec 2013View 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 →
zenodo36/100

Fig. 2 in Local Ecological Knowledge on the Goliath Grouper Epinephelus itajara (Teleostei: Serranidae) in Southern Brazil

Fig. 2. Babitonga bay and São Francisco do Sul Island, Southern Brazil (Santa Catarina state).

opencc-by-4.0Dec 2006View details →
zenodo36/100

Local knowledge, exploitation, and conservation of the African golden cat Caracal aurata in Central Cameroon

<p>The data contains the responses from a questionnaire survey. Data were collected in local communities in Cameroon using Kobocollect, to assess the knowledge of the locals on the African golden cat.</p> <p>The questions are listed in the first row and the following rows contain the answers of each participant. The first 13 columns contain socio-demographic questions and the remaining contain specific questions related to the African golden cat knowledge and exploitation.</p> <p>No abbreviation is used in the dataset except YCF (Council Forest of Yoko); MDNP (Mpem et Djim National park); 1 (Yes), 0(NO)</p> <p>&nbsp;</p>

opencc-by-4.0Dec 2022View details →
dryad36/100

Drawing on local knowledge and attitudes for the conservation of critically endangered rhino rays in Goa, India

<p>In the context of marine species declines in data-limited regions, local ecological knowledge (LEK) is a valuable source of information on species ecology and historical trends. LEK can also help understand how threatened species exist within a local culture, in terms of their uses and values, and reveal attitudes toward their conservation. Rhino rays (guitarfish and wedgefish) are highly threatened by overfishing with most species Critically Endangered, yet poorly studied in countries like India that fish them the most. We drew on LEK to understand the socio-ecological status of rhino rays in Goa, on the west coast of India. We investigated their habitat use and seasonality, interaction with fisheries, socio-economic uses, and relational values. We also explored attitudes of fishers towards rhino rays and their conservation. A combination of semi-structured interviews and key informant interviews (88 in total) were conducted with fishers at multiple sites. Local knowledge suggests that nearshore habitats around river mouths form important nursery grounds for some rhino rays, and provided insights into their seasonality and breeding. Rhino rays appeared to be targeted historically but are entirely bycaught at present, with the highest catches in gillnets and in the South Goa district, during September and October. LEK indicated that taxa like sawfish (<em>Pristis</em> spp.) and wedgefish (<em>Rhynchobatus</em> spp.) have severely declined or disappeared from this region. We coded different relational values, from recreation (rhino rays are consumed and enjoyed with alcohol) to symbolic values (rhino rays are considered lucky). All key informants expressed positive attitudes towards rhino ray conservation and stated that a ban on landing these species would have little to no impact on fisher earnings. The usefulness of LEK suggests it should be brought into the scientific mainstream to support development of more equitable and socially-appropriate management plans. Fostering relational values can reinforce fishers' positive attitudes, thereby enhancing rhino ray conservation. Their low commercial value and potentially high post-capture survival suggest that using norm-based approaches to promote live release may be successful. Further research on rhino ray ecology and human dimensions can support the development of appropriate conservation interventions.</p>

opencc-zeroDec 2022View details →
zenodo36/100

Figure 1 Locality and habitat ofEpimerella kalmykorum n in Taxonomic contribution to the knowledge of the oribatid mite family Epimerellidae (Acari, Oribatida, Oppioidea)

Figure 1 Locality and habitat ofEpimerella kalmykorum n. sp.: A, B – general views of floodplain

opencc-by-4.0Mar 2023View details →
dryad36/100

Engagement with indigenous people preserves local knowledge and biodiversity alike

<p>Recent events have brought increasing attention to social inequities in the sciences, including those stemming from the legacy of colonialism. In biological classification, Western scientists have long benefitted from traditional indigenous knowledge but have usually not engaged with it on equal footing, often providing a biased assessment of biodiversity. We illustrate how adopting a collaborative approach results in a better, more complete understanding of biodiversity that promotes conservation of both the environment and indigenous knowledge. This study concerns the Bornean fruit tree species, <em>Artocarpus odoratissimus</em>, which has remained a single species in Western diagnosis but corresponds to two species in the traditional taxonomy of the Iban people. Molecular data from newly collected and historical specimens unequivocally support the Iban two-species framework. We advocate a more expansive approach to standardized scientific taxonomy that welcomes indigenous peoples as equal partners and that integrates diverse forms of taxonomic knowledge, ultimately resulting in improved understanding of evolutionary history and more effective conservation and management of biodiversity.</p>

opencc-zeroJun 2023View details →
dryad36/100

Combining local ecological knowledge with camera traps to assess the link between African mammal life history traits and their occurrence in anthropogenic landscapes

Open the record for dataset details and reuse information.

publicJul 2024View details →
dryad36/100

Engagement with indigenous people preserves local knowledge and biodiversity alike

Open the record for dataset details and reuse information.

publicJun 2023View details →
dryad36/100

Fisher’s local ecological knowledge reveals valuable information about the impact of environmental changes on coastal fishing resources

Open the record for dataset details and reuse information.

publicSep 2025View details →
dryad36/100

Drawing on local knowledge and attitudes for the conservation of critically endangered rhino rays in Goa, India

Open the record for dataset details and reuse information.

publicDec 2022View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

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

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.

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

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.