Class-aware fish species recognition using deep learning for an imbalanced dataset

SY Alaba, MM Nabi, C Shah, J Prior, MD Campbell… - Sensors, 2022 - mdpi.com
Fish species recognition is crucial to identifying the abundance of fish species in a specific
area, controlling production management, and monitoring the ecosystem, especially …

FishNet: A large-scale dataset and benchmark for fish recognition, detection, and functional trait prediction

FF Khan, X Li, AJ Temple… - Proceedings of the …, 2023 - openaccess.thecvf.com
Aquatic species are essential components of the world's ecosystem, and the preservation of
aquatic biodiversity is crucial for maintaining proper ecosystem functioning. Unfortunately …

Automating the analysis of fish abundance using object detection: optimizing animal ecology with deep learning

EM Ditria, S Lopez-Marcano, M Sievers… - Frontiers in Marine …, 2020 - frontiersin.org
Aquatic ecologists routinely count animals to provide critical information for conservation
and management. Increased accessibility to underwater recording equipment such as action …

Lagoon resident fish species of conservation interest according to the habitat directive (92/43/CEE): A review on their potential use as ecological indicator species

C Facca, F Cavraro, P Franzoi, S Malavasi - Water, 2020 - mdpi.com
Transitional waters are fragile ecosystems with high ecological, social and economic values,
that undergo numerous threats. According to the information provided by European Member …

Human actions alter tidal marsh seascapes and the provision of ecosystem services

BL Gilby, MP Weinstein, R Baker, J Cebrian… - Estuaries and …, 2021 - Springer
Tidal marshes are a key component of coastal seascape mosaics that support a suite of
socially and economically valuable ecosystem services, including recreational opportunities …

Maximizing the benefits of oyster reef restoration for finfish and their fisheries

BL Gilby, AD Olds, CH Peterson… - Fish and …, 2018 - Wiley Online Library
Global declines in oyster reefs have resulted in reduced habitat heterogeneity, extent and
quality for some coastal finfish, potentially reducing fish populations and catches. It is well …

The Mediterranean Killifish Aphanius fasciatus (Valenciennes, 1821) (Teleostei: Cyprinodontidae) as a Sentinel Species for Protection of the Quality of Transitional …

MG Lionetto, V Zonno, R Schiavone, ME Giordano… - Water, 2023 - mdpi.com
Transitional waters are fragile ecosystems with high ecological values, representing the
breeding and resting sites for rare and threatened species. They warrant particular attention …

Applying systematic conservation planning to improve the allocation of restoration actions at multiple spatial scales

BL Gilby, AD Olds, CJ Brown, RM Connolly… - Restoration …, 2021 - Wiley Online Library
Ecological restoration is increasingly being upscaled to larger spatial scales of tens to
hundreds of kilometers. Yet the complex logistics and high costs of ecological restoration …

Annotated video footage for automated identification and counting of fish in unconstrained seagrass habitats

EM Ditria, RM Connolly, EL Jinks… - Frontiers in Marine …, 2021 - frontiersin.org
Technological advances are improving the collection, processing and analysis of ecological
data. One of these technologies that has been adopted in recent studies by ecologists is …

Seagrass meadows shape fish assemblages across estuarine seascapes

BL Gilby, AD Olds, RM Connolly, PS Maxwell… - Marine Ecology …, 2018 - int-res.com
Estuarine seascapes are a mosaic of habitat types that are connected, to varying degrees,
by the movement of organisms. In these seascapes, the attributes of the habitats themselves …