Machine learning for anomaly detection in cyanobacterial fluorescence signals

Modeling total microcystin production by Microcystis aeruginosa using multiple regression

(2020) Marianna Correia Aragão et al.   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

Cascade of One Class Classifiers for Water Level Anomaly Detection

(2020) Fabian Hann Shen Tan et al.   Electronics

Monitoring of Nitrification in Chloraminated Drinking Water Distribution Systems With Microbiome Bioindicators Using Supervised Machine Learning

(2020) Vicente Gomez-Alvarez et al.   Frontiers in Microbiology

A survey of machine learning methods applied to anomaly detection on drinking-water quality data

(2019) Eustace M. Dogo et al.   Urban Water Journal

A data-driven model for real-time water quality prediction and early warning by an integration method

(2019) Tao Jin et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

An intelligent IoT-based control and traceability system to forecast and maintain water quality in freshwater fish farms

(2019) Guandong Gao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automated active fault detection in fouled dissolved oxygen sensors

(2019) Oscar Samuelsson et al.   WATER RESEARCH

An integrated data-driven framework for surface water quality anomaly detection and early warning

(2019) Jie Liu et al.   JOURNAL OF CLEANER PRODUCTION

Statistical monitoring of a wastewater treatment plant: A case study

(2018) Fouzi Harrou et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Applying high-frequency surrogate measurements and a wavelet-ANN model to provide early warnings of rapid surface water quality anomalies

(2018) Bin Shi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Fluorescence probes for real-time remote cyanobacteria monitoring: A review of challenges and opportunities

(2018) Edoardo Bertone et al.   WATER RESEARCH

Quantification of cyanobacterial cells via a novel imaging-driven technique with an integrated fluorescence signature

(2018) Chao Jin et al.   Scientific Reports

Anomaly Detection and Reliability Analysis of Groundwater by Crude Monte Carlo and Importance Sampling Approaches

(2018) Saeed Azimi et al.   WATER RESOURCES MANAGEMENT

Enhanced real-time cyanobacterial fluorescence monitoring through chlorophyll-a interference compensation corrections

(2018) F. Choo et al.   WATER RESEARCH

Cyanotoxins and Cyanobacteria Cell Accumulations in Drinking Water Treatment Plants with a Low Risk of Bloom Formation at the Source

(2018) Husein Almuhtaram et al.   Toxins

A subagging regression method for estimating the qualitative and quantitative state of groundwater

(2017) Jina Jeong et al.   HYDROGEOLOGY JOURNAL

Genome sequences of lower Great Lakes Microcystis sp. reveal strain-specific genes that are present and expressed in western Lake Erie blooms

(2017) Kevin Anthony Meyer et al.   PLoS One

Estimating microcystin levels at recreational sites in western Lake Erie and Ohio

(2016) Donna S. Francy et al.   HARMFUL ALGAE

Determining the Efficacy of a Submersiblein situFluorometric Device for Cyanobacteria Monitoring Coalesced with Total Suspended Solids Characteristic of Lowland Reservoirs

(2016) E. Symes et al.   RIVER RESEARCH AND APPLICATIONS

A review of monitoring technologies for real-time management of cyanobacteria: Recent advances and future direction

(2016) Arash Zamyadi et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Is qPCR a Reliable Indicator of Cyanotoxin Risk in Freshwater?

(2016) Ana Pacheco et al.   Toxins

Cyanobacterial management in full-scale water treatment and recycling processes: reactive dosing following intensive monitoring

(2016) Arash Zamyadi et al.   Environmental Science-Water Research & Technology

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

(2016) Markus Goldstein et al.   PLoS One

Nutrient-Controlled Niche Differentiation of Western Lake Erie Cyanobacterial Populations Revealed via Metatranscriptomic Surveys

(2015) Matthew J. Harke et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

New insights towards the establishment of phycocyanin concentration thresholds considering species-specific variability of bloom-forming cyanobacteria

(2015) Inês P. E. Macário et al.   HYDROBIOLOGIA

Anomaly detection for machine learning redshifts applied to SDSS galaxies

(2015) Ben Hoyle et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Factors Triggering Cyanobacteria Dominance and Succession During Blooms in a Hypereutrophic Drinking Water Supply Reservoir

(2015) Carolina Fernández et al.   WATER AIR AND SOIL POLLUTION

Monitoring Approaches for a Toxic Cyanobacterial Bloom

(2013) Ankita Srivastava et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Detection of water-quality contamination events based on multi-sensor fusion using an extented Dempster–Shafer method

(2013) Dibo Hou et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Species-dependence of cyanobacteria removal efficiency by different drinking water treatment processes

(2013) Arash Zamyadi et al.   WATER RESEARCH

Measurement of cyanobacteria using in-vivo fluoroscopy – Effect of cyanobacterial species, pigments, and colonies

(2012) De-Wei Chang et al.   WATER RESEARCH

In Situ Phytoplankton Analysis: There’s Plenty of Room at the Bottom

(2011) Jeffrey S. Erickson et al.   ANALYTICAL CHEMISTRY

Monitoring of potentially toxic cyanobacteria using an online multi-probe in drinking water sources

(2011) A. Zamyadi et al.   JOURNAL OF ENVIRONMENTAL MONITORING

Robust Multivariate Outlier Detection Methods for Environmental Data

(2010) Ibrahim Alameddine et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Performance evaluation of phycocyanin probes for the monitoring of cyanobacteria

(2010) Christian Bastien et al.   JOURNAL OF ENVIRONMENTAL MONITORING

Anomaly detection in streaming environmental sensor data: A data-driven modeling approach

(2009) David J. Hill et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Establishment of an Alert Level Framework for cyanobacteria in drinking water resources by using the Algae Online Analyser for monitoring cyanobacterial chlorophyll a

(2008) Katarzyna Izydorczyk et al.   WATER RESEARCH

A phycocyanin probe as a tool for monitoring cyanobacteria in freshwater bodies

(2007) Luc Brient et al.   JOURNAL OF ENVIRONMENTAL MONITORING