Changes and disturbances to water diversity and quality are complex and multi-scale in
space and time. Although in situ methods provide detailed point information on the condition …

Since water is an essential resource in various fields, it requires constant monitoring.
Chlorophyll-a concentration is a crucial indicator of water quality and can be used to monitor …

Abstract The Caloosahatchee Estuary in southwest Florida, USA, is regularly subject to the
introduction of toxic Microcystis aeruginosa blooms, often originating from the eutrophic …

Phytoplankton blooms create harmful toxins, scums, and taste and odor compounds and
thus pose a major risk to drinking water safety. Climate and land use change are increasing …

Forecasting potential water pollution areas (PWPA) is essential for effective watershed
management. However, there remains a limited understanding of the spatial-temporal …

Chlorophyll-a (Chl-a) is a commonly used proxy for algal biomass within surface waters,
which can be indicative of harmful algal blooms. Excess nutrients, such as nitrogen or …

Abstract Cyanobacterial Harmful Algal Blooms (cHABs) are an increasingly common
occurrence in inland waters and carry ecological, economic, and public health …

Highlights A 10-year dataset of time-series MODIS imagery and in situ Chl-a concentration
were curated for Lake Okeechobee. LSTM significantly outperformed KNN, SVR, and RF for …

The subject of this paper stems from the potential threat to the development of tourism
functions in coastal destinations, which carries significant consequences for the tourism …

Ecological forecasts are model-based statements about currently unknown ecosystem states
in time or space. For a model forecast to be useful to inform decision-makers, model …