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.
52
datasets available to search
ShareScore release 0.9.0
Dataset results
52 results for “small scale fishery”
Data from: Identifying fishing grounds from vessel tracks: model-based inference for small scale fisheries
Recent technological developments facilitate the collection of location data from fishing vessels at an increasing rate. The development of low-cost electronic systems allows tracking of small-scale fishing vessels, a sector of fishing fleets typically characterised by many, relatively small vessels. The imminent production of large spatial datasets for this previously data-poor sector, creates a challenge in terms of data analysis. Several methods have been used to infer the spatial distribution of fishing activities from positional data. Here, we compare five approaches using either vessel speed, or speed and turning angle, to infer fishing activity in the Scottish inshore fleet. We assess the performance of each approach using observational records of true vessel activity. Although results are similar across methods, a trip-based Gaussian mixture model provides the best overall performance and highest computational efficiency for our use-case, allowing accurate estimation of the spatial distribution of active fishing (97% of true area captured). When vessel movement data can be validated, we recommend assessing the performance of different methods. These results illustrate the feasibility of designing a monitoring system to efficiently generate information on fishing grounds, fishing intensity, or monitoring of compliance to regulations at a nationwide scale in near-real time.
Samaki Salama: Small-scale Fisheries for Healthy Nutrition and Ecosystems
ClinicalTrials.gov study NCT05254444. IPD Sharing: YES. Countries: 1. Publications: 1.
Data from: Indigenous knowledge of key ecological processes confers resilience to a small-scale kelp fishery
Open the record for dataset details and reuse information.
Data from: Assessing the ecosystem-level consequences of a small-scale artisanal kelp fishery within the context of climate-change
Open the record for dataset details and reuse information.
Data from: Short-term impacts and value of a periodic no take zone (NTZ) in a community-managed small-scale lobster fishery, Madagascar
Open the record for dataset details and reuse information.
Data from: Identifying fishing grounds from vessel tracks: model-based inference for small scale fisheries
Open the record for dataset details and reuse information.
How adaptive capacity shapes the Adapt, React, Cope Response to climate impacts: insights from small-scale fisheries
<p>As the impacts of climate change on human society accelerate, coastal communities are vulnerable to changing environmental conditions. The capacity of communities and households to respond to these changes (i.e., their adaptive capacity) will determine the impacts of climate and co-occurring stressors. To date, empirical evidence linking theoretical measures of adaptive capacity to community and household responses remains limited. Here we conduct a global meta-analysis examining how metrics of adaptive capacity translate to human responses to change (Adapt, React, Cope Response) in 22 small-scale fishing case studies from 20 countries (n=191 responses). Using both thematic and Qualitative Comparative Analysis, we evaluate how responses to climate, environmental, and social change were influenced by domains of adaptive capacity. Our findings show that adaptive responses at the community level only occurred in situations where the community had Access to Assets, in combination with other domains including Diversity and Flexibility, Learning and Knowledge, and Natural Capital. In contrast, Access to Assets was nonessential for adaptive responses at the household level. Adaptive households demonstrated Diversity and Flexibility when supported by strong Governance or Institutions and were able often able to substitute Learning and Knowledge and Natural Capital with one another. Standardized metrics of adaptive capacity are essential to designing effective policies promoting resilience in natural resource-dependent communities and understanding how social and ecological aspects of communities interact to influence responses. Our framework describes how small-scale fishing communities and households respond to environmental changes and can inform policies that support vulnerable populations.</p>
Figure 6 in The historic background and potential of sustainable small-scale fisheries and aquaculture in small islands: the case of Saint-Pierre and Miquelon
Figure 6. – Volume of quotas exploited (in black) and unexploited (in grey) for the five groups of resources available for Saint-Pierre and Miquelon (see Table I for details).
Figure 5 in The historic background and potential of sustainable small-scale fisheries and aquaculture in small islands: the case of Saint-Pierre and Miquelon
Figure 5. – Marine fisheries catch in the sea area currently covered by the Exclusive Economic Zone of Saint-Pierre and Miquelon, as reconstructed by the Sea Around Us from 1950 to 2019 (see www.seaaroundus.org). Note that these catches, which include discards and other neglected component of official statistics, are higher than the 'Reported catch' (black line). Note also the dominant role of Atlantic cod (Gadus morhua). The scale at the bottom of this graph suggest that these data are moderately reliable.
How adaptive capacity shapes the Adapt, React, Cope Response to climate impacts: insights from small-scale fisheries
Open the record for dataset details and reuse information.
IHH - Contributions of Small-scale Fisheries
Open the record for dataset details and reuse information.
Small-scale Fisheries Contributions
<p>This repo makes figures for the "contributions of small-scale fisheries to sustainable development" paper.</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.