Harmful cyanobacterial blooms: biological traits, mechanisms, risks, and control strategies

L Song, Y Jia, B Qin, R Li… - Annual Review of …, 2023 - annualreviews.org
Harmful cyanobacterial blooms (CyanoHABs) impact lakes, estuaries, and freshwater
reservoirs worldwide. The duration, severity, and spread of CyanoHABs have markedly …

A systematic literature review of forecasting and predictive models for cyanobacteria blooms in freshwater lakes

BZ Rousso, E Bertone, R Stewart, DP Hamilton - Water Research, 2020 - Elsevier
Cyanobacteria harmful blooms (CyanoHABs) in lakes and reservoirs represent a major risk
for water authorities globally due to their toxicity and economic impacts. Anticipating bloom …

Short-term Lake Erie algal bloom prediction by classification and regression models

H Ai, K Zhang, J Sun, H Zhang - Water Research, 2023 - Elsevier
The recent outbreaks of harmful algal blooms in the western Lake Erie Basin (WLEB) have
drawn tremendous attention to bloom prediction for better control and management. Many …

[HTML][HTML] An analysis of satellite-derived chlorophyll and algal bloom indices on Lake Winnipeg

CE Binding, TA Greenberg, G McCullough… - Journal of Great Lakes …, 2018 - Elsevier
Lake Winnipeg has experienced dramatic increases in nutrient loading and phytoplankton
biomass over the last few decades, accompanied by a marked shift in community …

Understanding the risks of diffusion of cyanobacteria toxins in rivers, lakes, and potable water

AM Thawabteh, HA Naseef, D Karaman, SA Bufo… - Toxins, 2023 - mdpi.com
Blue-green algae, or cyanobacteria, may be prevalent in our rivers and tap water. These
minuscule bacteria can grow swiftly and form blooms in warm, nutrient-rich water. Toxins …

Predicting cyanobacteria bloom occurrence in lakes and reservoirs before blooms occur

CS Zhao, NF Shao, ST Yang, H Ren, YR Ge… - Science of the total …, 2019 - Elsevier
With increased global warming, cyanobacteria are blooming more frequently in lakes and
reservoirs, severely damaging the health and stability of aquatic ecosystems and …

Chlorophyll soft-sensor based on machine learning models for algal bloom predictions

A Mozo, J Morón-López, S Vakaruk… - Scientific Reports, 2022 - nature.com
Harmful algal blooms (HABs) are a growing concern to public health and aquatic
ecosystems. Long-term water monitoring conducted by hand poses several limitations to the …

Probabilistically assessing the role of nutrient loading in harmful algal bloom formation in western Lake Erie

I Bertani, DR Obenour, CE Steger, CA Stow… - Journal of Great Lakes …, 2016 - Elsevier
Harmful algal blooms (HABs) have increased in frequency and magnitude in western Lake
Erie and spring phosphorus (P) load was shown to be a key driver of bloom intensity. A …

Decision tree models in predicting water quality parameters of dissolved oxygen and phosphorus in lake water

F Gorgan-Mohammadi, T Rajaee… - Sustainable Water …, 2023 - Springer
Water quality is an important issue because of its relationship to humans and other living
organisms. Predicting water quality parameters is very important for better management of …

[HTML][HTML] EOLakeWatch; delivering a comprehensive suite of remote sensing algal bloom indices for enhanced monitoring of Canadian eutrophic lakes

CE Binding, L Pizzolato, C Zeng - Ecological Indicators, 2021 - Elsevier
Early detection and comprehensive monitoring of inland water algal blooms is fundamental
to their effective management and mitigation of potential ecosystem and public health …