4.2 Article

Air2water model with nine parameters for lake surface temperature assessment

Related references

Note: Only part of the references are listed.
Article Engineering, Environmental

Unravelling winter diatom blooms in temperate lakes using high frequency data and ecological modeling

Xiangzhen Kong et al.

Summary: This study found that the growth of winter diatom blooms in temperate lakes is dually controlled by light and temperature, different from spring blooms, and ultimately terminated by silicon limitation and sedimentation.

WATER RESEARCH (2021)

Article Engineering, Civil

How does the calibration method impact the performance of the air2water model for the forecasting of lake surface water temperatures?

Senlin Zhu et al.

Summary: The original PSO method used in the air2water model performs relatively poorly compared to most recent algorithms, with only the HARD-DE algorithm consistently outperforming competitors. Therefore, it is highly recommended to use HARD-DE as the calibration method for the air2water model in future studies.

JOURNAL OF HYDROLOGY (2021)

Article Geosciences, Multidisciplinary

SELF v1.0: a minimal physical model for predicting time of freeze-up in lakes

Marco Toffolon et al.

Summary: The freezing time in lakes is predicted through complex mechanistic models or simplified statistical regressions. The SELF model, based on energy balance involving cooling of water and wind-driven mixing, explains the dynamics of inverse stratification. The model suggests a power law dependence of pre-freezing duration on energy fluxes.

GEOSCIENTIFIC MODEL DEVELOPMENT (2021)

Article Computer Science, Artificial Intelligence

From ants to whales: metaheuristics for all tastes

Fernando Fausto et al.

ARTIFICIAL INTELLIGENCE REVIEW (2020)

Article Environmental Sciences

On the use of averaged indicators to assess lakes' thermal response to changes in climatic conditions

Marco Toffolon et al.

ENVIRONMENTAL RESEARCH LETTERS (2020)

Article Engineering, Civil

Forecasting surface water temperature in lakes: A comparison of approaches

Senlin Zhu et al.

JOURNAL OF HYDROLOGY (2020)

Review Environmental Sciences

Global lake responses to climate change

R. Iestyn Woolway et al.

NATURE REVIEWS EARTH & ENVIRONMENT (2020)

Proceedings Paper Computer Science, Artificial Intelligence

Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling

Arka Daw et al.

PROCEEDINGS OF THE 2020 SIAM INTERNATIONAL CONFERENCE ON DATA MINING (SDM) (2020)

Article Fisheries

An epilimnion and hypolimnion temperature model based on air temperature and lake characteristics

Jordi Prats et al.

KNOWLEDGE AND MANAGEMENT OF AQUATIC ECOSYSTEMS (2019)

Article Mathematics, Applied

Optimization Methods for Large-Scale Machine Learning

Leon Bottou et al.

SIAM REVIEW (2018)

Article Biodiversity Conservation

Global patterns in lake ecosystem responses to warming based on the temperature dependence of metabolism

Benjamin M. Kraemer et al.

GLOBAL CHANGE BIOLOGY (2017)

Article Biodiversity Conservation

Projected shifts in fish species dominance in Wisconsin lakes under climate change

Gretchen J. A. Hansen et al.

GLOBAL CHANGE BIOLOGY (2017)

Article Limnology

Climate warming and changes in Cyclotella sensu lato in the Laurentian Great Lakes

Euan D. Reavie et al.

LIMNOLOGY AND OCEANOGRAPHY (2017)

Review Computer Science, Artificial Intelligence

Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review

Mohammad Reza Bonyadi et al.

EVOLUTIONARY COMPUTATION (2017)

Article Computer Science, Information Systems

Swarm Intelligence and Evolutionary Algorithms: Performance versus speed

Adam P. Piotrowski et al.

INFORMATION SCIENCES (2017)

Article Computer Science, Artificial Intelligence

Recent advances in differential evolution - An updated survey

Swagatam Das et al.

SWARM AND EVOLUTIONARY COMPUTATION (2016)

Article Environmental Sciences

A hybrid model for river water temperature as a function of air temperature and discharge

Marco Toffolon et al.

ENVIRONMENTAL RESEARCH LETTERS (2015)

Article Limnology

Prediction of surface temperature in lakes with different morphology using air temperature

Marco Toffolon et al.

LIMNOLOGY AND OCEANOGRAPHY (2014)

Article Geosciences, Multidisciplinary

A simple lumped model to convert air temperature into surface water temperature in lakes

S. Piccolroaz et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)

Article Computer Science, Interdisciplinary Applications

Prediction of water temperature in a subtropical subalpine lake using an artificial neural network and three-dimensional circulation models

Wen-Cheng Liu et al.

COMPUTERS & GEOSCIENCES (2012)

Article Biology

Lake warming favours small-sized planktonic diatom species

Monika Winder et al.

PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2009)