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 …
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 …
Warming of Central European lakes and their response to the 1980s climate regime shift
Lake surface water temperatures (LSWTs) are sensitive to atmospheric warming and have
previously been shown to respond to regional changes in the climate. Using a combination …
previously been shown to respond to regional changes in the climate. Using a combination …
Intralake heterogeneity of thermal responses to climate change: a study of large northern hemisphere lakes
RI Woolway, CJ Merchant - Journal of Geophysical Research …, 2018 - Wiley Online Library
Lake surface water temperature (LSWT) measurements from various sources illustrate that
lakes are warming in response to climate change. Most previous studies of geographical …
lakes are warming in response to climate change. Most previous studies of geographical …
Modeling daily water temperature for rivers: comparison between adaptive neuro-fuzzy inference systems and artificial neural networks models
River water temperature is a key control of many physical and bio-chemical processes in
river systems, which theoretically depends on multiple factors. Here, four different machine …
river systems, which theoretically depends on multiple factors. Here, four different machine …
Amplified surface temperature response of cold, deep lakes to inter-annual air temperature variability
RI Woolway, CJ Merchant - Scientific Reports, 2017 - nature.com
Summer lake surface water temperatures (LSWTs) have previously been shown to respond
more rapidly to climatic warming compared to local summer surface air temperatures (SATs) …
more rapidly to climatic warming compared to local summer surface air temperatures (SATs) …
Recent accelerated warming of the Laurentian Great Lakes: Physical drivers
Y Zhong, M Notaro, SJ Vavrus… - Limnology and …, 2016 - Wiley Online Library
The primary drivers of the recent accelerated warming of the Laurentian Great Lakes from
1982 to 2012 are explored through observations, remote sensing, and regional climate …
1982 to 2012 are explored through observations, remote sensing, and regional climate …
Excess warming of a C entral E uropean lake driven by solar brightening
M Schmid, O Köster - Water Resources Research, 2016 - Wiley Online Library
Recent trends in summer surface temperatures of many lakes exceed the corresponding air
temperature trends. This disagrees with expectations from lake surface heat budgets, which …
temperature trends. This disagrees with expectations from lake surface heat budgets, which …
Global reconstruction of twentieth century lake surface water temperature reveals different warming trends depending on the climatic zone
Lake surface water temperatures (LSWTs) are sensitive to climate change, but previous
studies have typically focused on temperatures from only the last few decades. Thus, while …
studies have typically focused on temperatures from only the last few decades. Thus, while …