A library for setting up JavaScript objects as test data

Modding Library

Example package for use with the Swift Package Manager

FSA (Fisheries Stock Assessment) package provides R functions to conduct typical introductory fisheries analyses.

A public repo for code and analyses associated with the paper Tracking the Global Footprint of Fisheries

Understanding the spatiotemporal dynamics of sandbars along major river systems is vital for shoreline stability, sediment management, inland navigation, fisheries, aquaculture and coastal economy sustainability.

An AI-driven project for predicting chlorophyll-a concentration and ocean productivity using remote sensing data, machine learning, and oceanographic parameters. Supports marine ecosystem monitoring, fisheries management, and climate research by enabling accurate, scalable, and timely assessment of primary productivity in global and regional waters

pyEcholab is an open-source, Python-based toolkit for reading, processing, plotting and exporting fisheries acoustic echosounder data. The goal for this project is to become a community resource the grows through community involvement and contribution.

Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillance, protection against illegal fisheries, oil discharge control and sea pollution monitoring. This is typically done through the use of an Automated Identification System (AIS), which uses VHF radio frequencies to wirelessly broadcast the ships location, destination and identity to nearby receiver devices on other ships and land-based systems. AIS are very effective at monitoring ships which are legally required to install a VHF transponder, but fail to detect those which are not, and those which disconnect their transponder. So how do you detect these uncooperative ships? This is where satellite imagery can help. Synthetic Aperture Radar (SAR) imagery uses radio waves to image the Earth’s surface. Unlike optical imagery, the wavelengths which the instruments use are not affected by the time of day or meteorological conditions, enabling imagery to be obtained day or night, with cloudy, or clear skies. Satellites are collecting these images which could be used to make algorithms for ship detection and segmentation.

2nd place solution for Kaggle NOAA Fisheries Steller Sea Lion Population Count

:art: R color palettes for NOAA Fisheries official colors

Web application for the Officer's Fishery Information Sharing Hub (O-FISH). The web app allows agencies to gain insights from the aggregated information gathered during a routine vessel inspection (submitted via the web app).

iOS app for the Officer's Fishery Information Sharing Hub (O-FISH). The mobile app allows fisheries officers to document and share critical information gathered during a routine vessel inspection.

Tropical Fisheries Analysis with R

Transfer Learning with VGG16 neural network architecture implemented by Keras on multi-class fish classification problem with data from Nature Conservancy Fishery Monitoring Competition on Kaggle.

package for interacting with fisheries databases at openfisheries.org

A repository containing essential tools, XML files, and source codes for collaborators of the Changing Ecosystems, and Fisheries Initiative (CEFI) to conduct simulations.

Android app for the Officer's Fishery Information Sharing Hub (O-FISH). The mobile app allows fisheries officers to document and share critical information gathered during a routine vessel inspection.

Realm application code and sample data for the Officer's Fishery Information Sharing Hub (O-FISH). The mobile app allows fisheries officers to document and share critical information gathered during a routine vessel inspection. The web app allows agencies to gain insights from the aggregated information.

Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/

Making acoustic scattering models available to fisheries and plankton scientists via the world wide web

Repo for combining trawl survey data from NOAA and Fisheries and Oceans Canada in Northeast Pacific

AFSC fishery-independent survey geospatial features and maps

Fisheries Research Agency (FRA) provides the method for calculating sustainable yield (SY) with R

Core package of FLR, fisheries modelling in R

Bibliography files for journals of interest to fisheries

An R package of Pacific ecosystem information to help facilitate an ecosystem approach to fisheries management.

Open source tools for management strategy evaluation and risk assessment for fisheries

Compile and harmonize catch rates from fishery-independent surveys of fish populations

More stock assessment methods for data-limited fisheries