This review paper adopts bibliometric and meta-analysis approaches to explore the
application of supervised machine learning regression models in satellite-based water …

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 …

An accurate estimation of trophic state of lakes with satellite remote sensing is a challenge
due to the optical complexity and variability associated with inland waters. Match-up data …

Optical remote sensing of water quality poses challenges in small oligotrophic lakes due to
the diminishing contribution of constituents to the water-leaving radiance as water clarity …

Improving water quality is one of the top priorities in the global agenda endorsed by the
United Nations. To ensure the achievement of this goal, governments have developed plans …

In recent years, the need to reduce water pollution and improve environmental water quality
has increased. In this study, we estimated the spatial distribution of suspended solids (SS) …

The Water Framework Directive (WFD) is the European legislation on water policy that
assesses water quality according to time-consuming metrics and specific taxonomic needs …

Human activities in the Juwana Estuary impact increasing sedimentation, including industry,
fish processing, ponds, and settlements. Increased sedimentation every year can lead to the …

Reservoirs fulfil several societal needs, including water storage, energy production, flood
control and recreation. However, the interruption of the river continuum may cause water …

Gold mining at ore and alluvial deposits substantially negatively impacts the natural
environment, in particular, by land degradation and the contamination of watercourses with …