Climate change is one of the most severe threats to global lake ecosystems. Lake surface
conditions, such as ice cover, surface temperature, evaporation and water level, respond …

Eutrophication is one of the main causes of the degradation of lake ecosystems. Its
intensification during the last decades has led the stakeholders to seek for water …

Chapter 2, building on prior assessments1, provides a global assessment of the observed
impacts and projected risks of climate change to terrestrial and freshwater ecosystems …

Chapter 2, building on prior assessments, provides a global assessment of the observed
impacts and projected risks of climate change to terrestrial and freshwater ecosystems …

Lake ecosystems, and the organisms that live within them, are vulnerable to temperature
change,,,–, including the increased occurrence of thermal extremes. However, very little is …

Physics-based models are often used to study engineering and environmental systems. The
ability to model these systems is the key to achieving our future environmental sustainability …

This paper proposes a physics-guided recurrent neural network model (PGRNN) that
combines RNNs and physics-based models to leverage their complementary strengths and …

Lake thermal dynamics have been considerably impacted by climate change, with potential
adverse effects on aquatic ecosystems. To better understand the potential impacts of future …

Lake surface temperatures are projected to increase under climate change, which could
trigger shifts in the future distribution of thermally sensitive aquatic species. Of particular …

Empirical evidence demonstrates that lakes and reservoirs are warming across the globe.
Consequently, there is an increased need to project future changes in lake thermal structure …