Cyanobacterial risk prevention under global warming using an extended Bayesian network

A Feature Reconstruction-Based Multi-Task Regression Model for Cyanobacterial Distribution Forecasting Along the Water Column

(2021) Peng Jiang et al.   JOURNAL OF CLEANER PRODUCTION

A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir

(2021) Yongeun Park et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Constructed wetlands, status, progress, and challenges. The need for critical operational reassessment for a cleaner productive ecosystem

(2020) Linda A. Nuamah et al.   JOURNAL OF CLEANER PRODUCTION

Quantitative risk assessment of emissions from external floating roof tanks during normal operation and in case of damages using Bayesian Networks

(2020) Ronald Zinke et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Machine Learning Approaches for Predicting Health Risk of Cyanobacterial Blooms in Northern European Lakes

(2020) Nikolaos Mellios et al.   Water

Kullback–Leibler Divergence Metric Learning

(2020) Shuyi Ji et al.   IEEE Transactions on Cybernetics

Application of Bayesian network including Microcystis morphospecies for microcystin risk assessment in three cyanobacterial bloom-plagued lakes, China

(2019) Kun Shan et al.   HARMFUL ALGAE

Perspective: Advancing the research agenda for improving understanding of cyanobacteria in a future of global change

(2019) M.A Burford et al.   HARMFUL ALGAE

Predicting Lake Quality for the Next Generation: Impacts of Catchment Management and Climatic Factors in a Probabilistic Model Framework

(2019) S. Jannicke Moe et al.   Water

Widespread global increase in intense lake phytoplankton blooms since the 1980s

(2019) Jeff C. Ho et al.   NATURE

Modeling harmful algal blooms in a changing climate

(2019) David K. Ralston et al.   HARMFUL ALGAE

Review and structural analysis of system dynamics models in sustainability science

(2019) Gergely Honti et al.   JOURNAL OF CLEANER PRODUCTION

The Scientific Legacy of the CARIACO Ocean Time-Series Program

(2018) Frank E. Muller-Karger et al.   Annual Review of Marine Science

Ecological risk assessment of microcystin-LR in the upstream section of the Haihe River based on a species sensitivity distribution model

(2018) Zhiguang Niu et al.   CHEMOSPHERE

Hidden variables in a Dynamic Bayesian Network identify ecosystem level change

(2018) Laura Uusitalo et al.   Ecological Informatics

A knowledge-based risk measure from the fuzzy multi-criteria decision-making perspective

(2018) Chunbing Bao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Cyanobacterial blooms

(2018) Jef Huisman et al.   NATURE REVIEWS MICROBIOLOGY

Distribution comparison and risk assessment of free-floating and particle-attached bacterial pathogens in urban recreational water: Implications for water quality management

(2018) Tingting Fang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A critical review on control methods for harmful algal blooms

(2018) Juan J. Gallardo-Rodríguez et al.   Reviews in Aquaculture

Advances in Bayesian network modelling: Integration of modelling technologies

(2018) Bruce G. Marcot et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Uncertainty analysis in agent-based modelling and consequential life cycle assessment coupled models: A critical review

(2017) Paul Baustert et al.   JOURNAL OF CLEANER PRODUCTION

Reviewing Bayesian Networks potentials for climate change impacts assessment and management: A multi-risk perspective

(2017) Anna Sperotto et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Impact of global warming on water toxicity: cyanotoxins

(2017) Schonna R Manning et al.   Current Opinion in Food Science

Mitigating harmful cyanobacterial blooms: strategies for control of nitrogen and phosphorus loads

(2016) David P. Hamilton et al.   AQUATIC ECOLOGY

CYANOCOST special issue on cyanobacterial blooms: synopsis—a critical review of the management options for their prevention, control and mitigation

(2016) Bastiaan W. Ibelings et al.   AQUATIC ECOLOGY

Importance of controlling pH-depended dissolved inorganic carbon to prevent algal bloom outbreaks

(2016) Na Liu et al.   BIORESOURCE TECHNOLOGY

A framework based on hidden Markov model with adaptive weighting for microcystin forecasting and early-warning

(2016) P. Jiang et al.   DECISION SUPPORT SYSTEMS

Climate change, cyanobacteria blooms and ecological status of lakes: A Bayesian network approach

(2016) S. Jannicke Moe et al.   ECOLOGICAL MODELLING

Biomanipulation as a nature-based solution to reduce cyanobacterial blooms

(2015) Ludwig Triest et al.   AQUATIC ECOLOGY

Artificial mixing to control cyanobacterial blooms: a review

(2015) Petra M. Visser et al.   AQUATIC ECOLOGY

Determining the probability of cyanobacterial blooms: the application of Bayesian networks in multiple lake systems

(2015) Anna Rigosi et al.   ECOLOGICAL APPLICATIONS

Spatio-temporal Bayesian network models with latent variables for revealing trophic dynamics and functional networks in fisheries ecology

(2015) Neda Trifonova et al.   Ecological Informatics

Beyond QMRA: Modelling microbial health risk as a complex system using Bayesian networks

(2015) Denise Beaudequin et al.   ENVIRONMENT INTERNATIONAL

Drought characterization from a multivariate perspective: A review

(2015) Zengchao Hao et al.   JOURNAL OF HYDROLOGY

Uncertainty in nutrient loads from tile-drained landscapes: Effect of sampling frequency, calculation algorithm, and compositing strategy

(2015) Mark R. Williams et al.   JOURNAL OF HYDROLOGY

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

A review of what is an emerging contaminant

(2014) Sébastien Sauvé et al.   Chemistry Central Journal

Sensitivity to evidence in Gaussian Bayesian networks using mutual information

(2014) Miguel Angel Gómez-Villegas et al.   INFORMATION SCIENCES

Environmental Risk Assessors as Honest Brokers or Stealth Advocates

(2014) Peter Calow   RISK ANALYSIS

Algal blooms: Proactive strategy

(2014) M. Qu et al.   SCIENCE

Restoration of eutrophic freshwater by managing internal nutrient loads. A review

(2014) Miltiadis Zamparas et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis of algal bloom risk with uncertainties in lakes by integrating self-organizing map and fuzzy information theory

(2014) Qiuwen Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Detection of algal bloom and factors influencing its formation in Taihu Lake from 2000 to 2011 by MODIS

(2013) Changchun Huang et al.   Environmental Earth Sciences

Selecting among five common modelling approaches for integrated environmental assessment and management

(2013) Rebecca A. Kelly (Letcher) et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Cyanobacteria and Cyanotoxins: From Impacts on Aquatic Ecosystems and Human Health to Anticarcinogenic Effects

(2013) Giliane Zanchett et al.   Toxins

Good practice in Bayesian network modelling

(2012) Serena H. Chen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Warmer climates boost cyanobacterial dominance in shallow lakes

(2011) Sarian Kosten et al.   GLOBAL CHANGE BIOLOGY

Nitrogen and phosphorus inputs control phytoplankton growth in eutrophic Lake Taihu, China

(2011) Hai Xu et al.   LIMNOLOGY AND OCEANOGRAPHY

An evaluation of automated structure learning with Bayesian networks: An application to estuarine chlorophyll dynamics

(2010) Ibrahim Alameddine et al.   ENVIRONMENTAL MODELLING & SOFTWARE

On the classification performance of TAN and general Bayesian networks

(2009) Michael G. Madden   KNOWLEDGE-BASED SYSTEMS

Changes in plankton size structure and composition, during the generation of a phytoplankton bloom, in the central Cantabrian sea

(2008) L. Zarauz et al.   JOURNAL OF PLANKTON RESEARCH