Abstract The Kunming–Montreal Global Biodiversity Framework (KM-GBF) provides a major
impetus for the restoration and conservation of blue carbon ecosystems to address the …

Forest aboveground biomass (AGB) is crucial as it serves as a fundamental indicator of the
productivity, biodiversity, and carbon storage of forest ecosystems. This paper presents a …

Mangroves play a significant role in carbon sequestration and storage. Map** mangrove
species and monitoring their conditions have been a crucial issue for achieving sustainable …

Abstract The Lower Mekong Region (LMR) faces significant loss of mangrove forests, yet
limited studies have explored this decline in the region. Here, we employ Google Earth …

Large-scale, long-term series, and high-precision land use and cover change (LUCC)
map** is the basic support for territorial spatial planning and sustainable development in …

Karst wetlands are widely distributed throughout the southwest China, and play an important
role in enhancing carbon sequestration and improving water quality in karst areas. The …

Black-box algorithms are among the dominant mangrove map** approaches with
complex decision-making procedures. Model internals and tacit knowledge were neglected …

Land resources are an essential foundation for socioeconomic development. Island land
resources are limited, the type changes are particularly frequent, and the environment is …

Mangrove forests with high vegetation productivity play crucial roles in the coastal blue
carbon ecosystem. Accurate monitoring of mangrove canopy phenology is essential to …

Land use/land cover change (LUCC) constitutes a significant contributor to variations in the
storage of carbon within ecosystems and holds substantial significance within the context of …