Prediction of harmful algal blooms in large water bodies using the combined EFDC and LSTM models

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

(2020) Zhongrun Xiang et al.   WATER RESOURCES RESEARCH

Phytoplankton in an urban river replenished by reclaimed water: Features, influential factors and simulation

(2020) Xuemin Lv et al.   ECOLOGICAL INDICATORS

Characteristics and significance of dissolved organic matter in river sediments of extremely water-deficient basins: A Beiyun River case study

(2020) Li Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Daily Natural Gas Load Forecasting Based on a Hybrid Deep Learning Model

(2019) Nan Wei et al.   Energies

Satellite monitoring of harmful algal blooms in the Western Basin of Lake Erie: A 20-year time-series

(2019) Michael J. Sayers et al.   JOURNAL OF GREAT LAKES RESEARCH

Transfer learning for neural network model in chlorophyll-a dynamics prediction

(2019) Wenchong Tian et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Early Prediction of Margalefidinium polykrikoides Bloom Using a LSTM Neural Network Model in the South Sea of Korea

(2019) Jisun Shin et al.   JOURNAL OF COASTAL RESEARCH

Ultra short‐term probability prediction of wind power based on LSTM network and condition normal distribution

(2019) Yonghui Sun et al.   WIND ENERGY

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

(2019) Jeff C. Ho et al.   NATURE

Air quality prediction at new stations using spatially transferred bi-directional long short-term memory network

(2019) Jun Ma et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Simulate the forecast capacity of a complicated water quality model using the long short-term memory approach

(2019) Zhongyao Liang et al.   JOURNAL OF HYDROLOGY

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Cyanobacterial blooms

(2018) Jef Huisman et al.   NATURE REVIEWS MICROBIOLOGY

Improved Prediction of Harmful Algal Blooms in Four Major South Korea’s Rivers Using Deep Learning Models

(2018) Sangmok Lee et al.   International Journal of Environmental Research and Public Health

Mitigating Toxic Planktonic Cyanobacterial Blooms in Aquatic Ecosystems Facing Increasing Anthropogenic and Climatic Pressures

(2018) Hans Paerl   Toxins

Modelling eutrophication in lake ecosystems: A review

(2018) Brigitte Vinçon-Leite et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Eutrophication: A new wine in an old bottle?

(2018) Morgane Le Moal et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts

(2018) Yanlai Zhou et al.   JOURNAL OF CLEANER PRODUCTION

Ecological modeling and eutrophication-A review

(2017) Eleni Anagnostou et al.   NATURAL RESOURCE MODELING

Assessing the eutrophication risk of the Danjiangkou Reservoir based on the EFDC model

(2016) Libin Chen et al.   ECOLOGICAL ENGINEERING

It Takes Two to Tango: When and Where Dual Nutrient (N & P) Reductions Are Needed to Protect Lakes and Downstream Ecosystems

(2016) Hans W. Paerl et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Mitigating cyanobacterial harmful algal blooms in aquatic ecosystems impacted by climate change and anthropogenic nutrients

(2016) Hans W. Paerl et al.   HARMFUL ALGAE

Photovoltaic forecast based on hybrid PCA–LSSVM using dimensionality reducted data

(2016) M. Malvoni et al.   NEUROCOMPUTING

Quantile regression improves models of lake eutrophication with implications for ecosystem-specific management

(2015) Yaoyang Xu et al.   FRESHWATER BIOLOGY

Method to predict key factors affecting lake eutrophication – A new approach based on Support Vector Regression model

(2015) Yunfeng Xu et al.   INTERNATIONAL BIODETERIORATION & BIODEGRADATION

Preparation of a new-style composite containing a key bioflocculant produced by Pseudomonas aeruginosa ZJU1 and its flocculating effect on harmful algal blooms

(2015) Peng-Fei Sun et al.   JOURNAL OF HAZARDOUS MATERIALS

Proactive management of estuarine algal blooms using an automated monitoring buoy coupled with an artificial neural network

(2014) Peter Coad et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Simulation of algal bloom dynamics in a river with the ensemble Kalman filter

(2014) Kyunghyun Kim et al.   JOURNAL OF HYDROLOGY

Forecasting short-term cyanobacterial blooms in Lake Taihu, China, using a coupled hydrodynamic-algal biomass model

(2013) Wei Li et al.   Ecohydrology

Economic impact, management and mitigation of red tides in Korea

(2013) Tae Gyu Park et al.   HARMFUL ALGAE

Restoration of a subtropical eutrophic shallow lake in China: effects on nutrient concentrations and biological communities

(2013) Feizhou Chen et al.   HYDROBIOLOGIA

Harmful Cyanobacterial Blooms: Causes, Consequences, and Controls

(2013) Hans W. Paerl et al.   MICROBIAL ECOLOGY

Progress in Understanding Harmful Algal Blooms: Paradigm Shifts and New Technologies for Research, Monitoring, and Management

(2011) Donald M. Anderson et al.   Annual Review of Marine Science

Prediction of algal blooming using EFDC model: Case study in the Daoxiang Lake

(2011) Guozheng Wu et al.   ECOLOGICAL MODELLING

Model Predictive Control of Unknown Nonlinear Dynamical Systems Based on Recurrent Neural Networks

(2011) Yunpeng Pan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Modeling impacts of Yangtze River water transfer on water ages in Lake Taihu, China

(2010) Yiping Li et al.   ECOLOGICAL ENGINEERING

Anthropogenic Influences on the Tidal Prism and Water Exchanges in Jiaozhou Bay, Qingdao, China

(2010) Jinghao Shi et al.   JOURNAL OF COASTAL RESEARCH

Modeling Algae Growth in an Open-Channel Raceway

(2010) Scott C. James et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

A Drinking Water Crisis in Lake Taihu, China: Linkage to Climatic Variability and Lake Management

(2009) Boqiang Qin et al.   ENVIRONMENTAL MANAGEMENT

Harmful algal blooms of allelopathic microalgal species: The role of eutrophication

(2008) Edna Granéli et al.   HARMFUL ALGAE

Effects of nutrient enrichment in the nation's estuaries: A decade of change

(2008) S.B. Bricker et al.   HARMFUL ALGAE

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