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Leveraging deep learning and computer vision technologies to enhance management of coastal fisheries in the Pacific region

This paper presents the design and development of a coastal fisheries monitoring system that harnesses artificial intelligence technologies. Application of the system across the Pacific region promises to revolutionize coastal fisheries management. The program is built on a centralized, cloud-based monitoring system to automate data extraction and analysis processes. The system leverages YoloV4, OpenCV, and ResNet101 to extract information from images of fish and invertebrates collected as part of in-country monitoring programs overseen by national fisheries authorities.

Remote sensing techniques for mapping and monitoring mangroves at fine scales

Mangrove ecosystems play a critical role in harbouring biodiversity and providing a variety of ecosystem services. The need for developing better techniques for classifying and monitoring mangroves is increasing, especially with the growing demand in blue carbon markets. However, many countries are challenged by the need to improve their mangrove cover estimates to inform decision-making on coastal land use and to guide local conservation efforts including restoration planning.

Sea Turtle Monitoring Manual

This manual is not a summary of all that is known about sea turtles. There are already very good books and resources that do that. It is also not exhaustive about research and monitoring. Nor it is the global synthesis of all turtle research options. Advanced research into breathing rates and blood plasma and stable isotopes and hearing and endocrinology are a bit out of our scope. Here, we will deal with the basics that inform conservation and management.

An international assessment of the barriers influencing the effectiveness of island ecosystem management

Island ecosystems are disproportionally impacted by biodiversity loss and as such their effective management is critical to global conservation efforts. Practitioners worldwide work to manage island sites and species to conserve them, but various day-to-day barriers compromise these efforts, reducing management effectiveness and preventing local and potentially even national biodiversity targets from being met.

A Comparative Analysis of Protected Area Management Effectiveness (PAME) Evaluation Tools for the Pacific Islands Region

This report was commissioned by the Secretariat of the Pacific Regional Environment Programme (SPREP) to raise awareness and understanding of the tools available to evaluate Protected Area Management Effectiveness (PAME); to provide case studies from the region on PAME assessment; and to help inform decision-making when choosing tools and planning assessments.

Gaps and weaknesses in the global protected area network for safeguarding at-risk species

Protected areas are essential to biodiversity conservation. Creating new parks can protect larger populations and more species, yet strengthening existing parks, particularly those vulnerable to harmful human activities, is a critical but underappreciated step for safeguarding at-risk species. Here, we model the area of habitat that terrestrial mammals, amphibians, and birds have within park networks and their vulnerability to current downgrading, downsizing, or de-gazettement events and future land-use change.

BEST AVAILABLE TECHNOLOGY (BAT) AND BEST ENVIRONMENTAL PRACTICE (BEP) FOR MITIGATING THREE NOISE SOURCES: SHIPPING, SEISMIC AIRGUN SURVEYS, AND PILE DRIVING

At least 150 marine species have shown impacts from ocean noise pollution, but it has been difficult to specify the exact scenarios where ecosystem and population consequences from underwater noise will occur. Therefore, managing this threat requires a precautionary approach.

The ‘Paper Park Index’: Evaluating Marine Protected Area effectiveness through a global study of stakeholder perceptions

Governments around the world are increasingly committed to reaching terrestrial and marine conservation goals. But achieving such commitments is challenging, and conservation targets that are reached on paper, e.g., in terms of square kilometers protected, can be misleading. Designating Marine Protected Areas (MPAs) does not guarantee achieving marine conservation goals, and so-called ‘paper parks,’ i.e., MPAs that are legally designated but ineffective, are common.