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 …

The fundamental role of water for life and the threats to water bodies around the world have
highlighted the need for their conservation. Remote sensing is a tool that allows us to …

Remote sensing has long been an effective method for water quality monitoring because of
its advantages such as high coverage and low consumption. For non-optically active …

Wetlands are a critical component of the landscape for climate mitigation, adaptation,
biodiversity, and human health and prosperity. Keeping an eye on wetland vegetation is …

Biological early warning system (BEWS) has been globally used for surface water quality
monitoring. Despite its extensive use, BEWS has exhibited limitations, including difficulties in …

Wetland ecosystems are essential for maintaining biological diversity and are significant
elements of the global landscape. However, the biodiversity of wetlands has been …

As an environmental parameter, the chlorophyll-a concentration (Chl-a) is essential for
monitoring water quality and managing the marine ecosystem. However, current mainstream …

Chlorophyll-a (Chl-a) is an important characterized parameter of lakes. Monitoring it
accurately through remote sensing is thus of great significance for early warnings of water …

In the Arctic waterbodies are abundant and rapid thaw of permafrost is destabilizing the
carbon cycle and changing hydrology. It is particularly important to quantify and accurately …

Machine learning (ML)-based methods of landslide susceptibility assessment primarily focus
on two dimensions: accuracy and complexity. The complexity is not only influenced by …