Lake water temperature modeling in an era of climate change: Data sources, models, and future prospects
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 …
adverse effects on aquatic ecosystems. To better understand the potential impacts of future …
Lake heatwaves under climate change
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 …
change,,,–, including the increased occurrence of thermal extremes. However, very little is …
Rapid and highly variable warming of lake surface waters around the globe
In this first worldwide synthesis of in situ and satellite‐derived lake data, we find that lake
summer surface water temperatures rose rapidly (global mean= 0.34° C decade− 1) …
summer surface water temperatures rose rapidly (global mean= 0.34° C decade− 1) …
Process‐guided deep learning predictions of lake water temperature
The rapid growth of data in water resources has created new opportunities to accelerate
knowledge discovery with the use of advanced deep learning tools. Hybrid models that …
knowledge discovery with the use of advanced deep learning tools. Hybrid models that …
The pace of shifting seasons in lakes
RI Woolway - Nature communications, 2023 - nature.com
Lake ecosystems are vulnerable to seasonal thermal cues, with subtle alterations in the
timing of seasonal temperatures having a dramatic influence on aquatic species. Here, a …
timing of seasonal temperatures having a dramatic influence on aquatic species. Here, a …
A framework for ensemble modelling of climate change impacts on lakes worldwide: the ISIMIP Lake Sector
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 …
Consequently, there is an increased need to project future changes in lake thermal structure …
Global lakes are warming slower than surface air temperature due to accelerated evaporation
Widespread increases in lake surface water temperature have been documented in recent
decades. Yet our understanding of global lake warming is mainly based on summertime …
decades. Yet our understanding of global lake warming is mainly based on summertime …
Climate‐induced warming of lakes can be either amplified or suppressed by trends in water clarity
Climate change is rapidly warming aquatic ecosystems including lakes and reservoirs.
However, variability in lake characteristics can modulate how lakes respond to climate …
However, variability in lake characteristics can modulate how lakes respond to climate …
A hybrid model for river water temperature as a function of air temperature and discharge
M Toffolon, S Piccolroaz - Environmental Research Letters, 2015 - iopscience.iop.org
Water temperature controls many biochemical and ecological processes in rivers, and
theoretically depends on multiple factors. Here we formulate a model to predict daily …
theoretically depends on multiple factors. Here we formulate a model to predict daily …
Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN
Prediction of rivers and lakes water temperature plays an important role in hydrology,
ecology, and water resources planning and management. Recently, machines learning …
ecology, and water resources planning and management. Recently, machines learning …