datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sri-lanka-fisheries-resilience-data
Sri Lanka Fisheries Resilience Dataset (2019-2025)
Dataset Description
The Sri Lanka Fisheries Resilience Dataset provides comprehensive, high-frequency (weekly and monthly) data on fish production, market prices (retail and wholesale), and climate anomalies in Sri Lanka from 2019 to 2025.
It is specifically designed for time-series forecasting, resilience analysis, and evaluating the economic impact of major disruptions (such as the COVID-19 pandemic, the 2022… See the full description on the dataset page: https://huggingface.co/datasets/sl-fisheries/sri-lanka-fisheries-resilience-data.fisheries-stock-harvest-coherence-risk-v0.1What this repo is for
Detect fishery collapse risk before stock failure.
Focus
• biomass vs harvest rate
• recruitment vs extraction
• illegal catch signals
• seasonal pressure
Why it matters
Most fishery collapses are gradual.
Signals appear years before official quotas change.
This dataset turns that drift into an early warning.
fisheries-spawning-recruitment-coherence-risk-v0.1What this repo is for
Detect when spawning success stops translating into new stock.
Early warning of collapse.
Focus
• spawning biomass
• juvenile survival
• recruitment lag
• environmental pressure
fisheries-market-price-harvest-pressure-coherence-risk-v0.1What this repo is for
Detect when price incentives drive extraction beyond sustainable levels.
Focus
• price spikes
• export demand
• fleet response
• stock levels
This completes the fisheries stack.
You now have:
• biological
• environmental
• governance
• capacity
• economic
fisheries-fleet-capacity-stock-coherence-risk-v0.1What this repo is for
Detect when fishing capacity outgrows the fishery.
Focus
• fleet size
• gear efficiency
• fishing days
• subsidies
• stock biomass
Overcapacity is one of the strongest predictors of collapse.
fisheries-climate-stock-coherence-risk-v0.1What this repo is for
Detect when environmental change breaks fishery stability.
Focus
• temperature anomalies
• oxygen decline
• spawning success
• migration shifts
This is often the earliest macro-level collapse signal.
At this point the fisheries domain is fully covered at a high level.
Small-Scale-Fisheries-Tracking-Dataset
Small-Scale Fisheries Tracking Dataset
Raw GPS data from the study "Addressing gaps in small-scale fisheries: a low-cost tracking system"
This dataset contains the raw GPS vessel-tracking data originally released on HuggingFace as part of a study focused on developing a low-cost monitoring solution for small-scale fisheries.
It is provided here to support transparency and reproducibility of the original work.
📦 Dataset Contents
File
Description… See the full description on the dataset page: https://huggingface.co/datasets/VillanovaAI/Small-Scale-Fisheries-Tracking-Dataset.fisheries-quota-enforcement-coherence-risk-v0.1What this repo is for
Detect when quotas exist on paper but not in reality.
Focus
• quota limits
• actual catch
• illegal catch signals
• enforcement capacity
This is often the last signal before fishery collapse.
Common_Fisheries_Policy_diploma_thesis_glossary
[!NOTE]
Dataset origin: https://www.eurotermbank.com/collections/528
Description
Terms related to EU Common Fisheries Policy