Integration of mangroves in projects to reduce coastal flood risk is increasingly being
recognised as a sustainable and cost-effective alternative. In addition to the construction of …

Abstract Machine learning (ML) expands traditional data analysis and presents a range of
opportunities in ecosystem service (ES) research, offering rapid processing of 'big data'and …

Mangrove forests store high amounts of carbon, protect communities from storms, and
support fisheries. Mangroves exist in complex social-ecological systems, hence identifying …

Mangroves are among the most productive ecosystems in existence, with many ecological
benefits. Therefore, generating accurate thematic maps from mangrove ecosystems is …

Mangroves have among the highest carbon densities of any tropical forest. These 'blue
carbon'ecosystems can store large amounts of carbon for long periods, and their protection …

Mangroves are coastal vegetation with high ecological and economic value that are mainly
distributed in tropical and subtropical intertidal zones. In the past, they have been degraded …

Coastal zones are essential ecosystems due to their provision of invaluable ecosystem
services. However, the geomorphologic characteristics of coastal zones are becoming more …

Accurately evaluating ecosystem status is vital for effective conservation. The Red List of
Ecosystems (RLE) from the International Union for the Conservation of Nature (IUCN) is the …

Mangrove forests provide many ecosystem services but are among the world's most
threatened ecosystems. Mangroves vary substantially according to their geomorphic and …

Since 1971, remote sensing techniques have been used to map and monitor phenomena
and parameters of the coastal zone. However, updated reviews have only considered one …