Combination of artificial neural network and clustering techniques for predicting phytoplankton biomass of Lake Poyang, China

Towards better environmental software for spatio-temporal ecological models: Lessons from developing an intelligent system supporting phytoplankton prediction in lakes

(2015) Jiacong Huang et al.   Ecological Informatics

Modeling impacts of water transfers on alleviation of phytoplankton aggregation in Lake Taihu

(2015) Jiacong Huang et al.   JOURNAL OF HYDROINFORMATICS

A Comparison of Three Approaches to Predict Phytoplankton Biomass in Gonghu Bay of Lake Taihu

(2015) J. C. Huang et al.   Journal of Environmental Informatics

Complex time series analysis of PM10 and PM2.5 for a coastal site using artificial neural network modelling and k-means clustering

(2014) M.A. Elangasinghe et al.   ATMOSPHERIC ENVIRONMENT

The problem of multicollinearity in horizontal solar radiation estimation models and a new model for Turkey

(2014) Haydar Demirhan   ENERGY CONVERSION AND MANAGEMENT

Evaluating, interpreting, and communicating performance of hydrologic/water quality models considering intended use: A review and recommendations

(2014) R.D. Harmel et al.   ENVIRONMENTAL MODELLING & SOFTWARE

When do aquatic systems models provide useful predictions, what is changing, and what is next?

(2014) Barbara J. Robson   ENVIRONMENTAL MODELLING & SOFTWARE

Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling

(2014) Wenyan Wu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Spatial distribution of chlorophyll a and its relationship with the environment during summer in Lake Poyang: a Yangtze-connected lake

(2014) Zhaoshi Wu et al.   HYDROBIOLOGIA

Modelling of chemical oxygen demand by using ANNs, ANFIS and k-means clustering techniques

(2014) Murat Ay et al.   JOURNAL OF HYDROLOGY

Reducing the loss of information and gaining accuracy with clustering methods in a global land-use model

(2013) Jan Philipp Dietrich et al.   ECOLOGICAL MODELLING

Distinguishing the relative impacts of climate change and human activities on variation of streamflow in the Poyang Lake catchment, China

(2013) Xuchun Ye et al.   JOURNAL OF HYDROLOGY

Modeling daily chlorophyll a dynamics in a German lowland river using artificial neural networks and multiple linear regression approaches

(2013) Naicheng Wu et al.   LIMNOLOGY

A comparative study of efficient initialization methods for the k-means clustering algorithm

(2012) M. Emre Celebi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Phytoplankton biomass is mainly controlled by hydrology and phosphorus concentrations in tropical hydroelectric reservoirs

(2012) Luciana M. Rangel et al.   HYDROBIOLOGIA

Integrating three lake models into a Phytoplankton Prediction System for Lake Taihu (Taihu PPS) with Python

(2012) Jiacong Huang et al.   JOURNAL OF HYDROINFORMATICS

Distribution and characterization of organochlorine pesticides and polycyclic aromatic hydrocarbons in surface sediment from Poyang Lake, China

(2012) Mang Lu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Extracting physical homogeneous regions out of irrigation networks using fuzzy clustering method: a case study for the Ghazvin canal irrigation network

(2011) M. J. Monem et al.   JOURNAL OF HYDROINFORMATICS

Water quality comprehensive evaluation method for large water distribution network based on clustering analysis

(2011) Kui Chang et al.   JOURNAL OF HYDROINFORMATICS

Hydrodynamic-phytoplankton model for short-term forecasts of phytoplankton in Lake Taihu, China

(2011) Jiacong Huang et al.   LIMNOLOGICA

MODIS observations of the bottom topography and its inter-annual variability of Poyang Lake

(2011) Lian Feng et al.   REMOTE SENSING OF ENVIRONMENT

Challenges and opportunities for integrating lake ecosystem modelling approaches

(2010) Wolf M. Mooij et al.   AQUATIC ECOLOGY

Simulation of river stage using artificial neural network and MIKE 11 hydrodynamic model

(2010) Rabindra K. Panda et al.   COMPUTERS & GEOSCIENCES

A review of recent developments in lake modelling

(2010) Sven Erik Jørgensen   ECOLOGICAL MODELLING

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

(2010) Holger R. Maier et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Distribution of phytoplankton in a German lowland river in relation to environmental factors

(2010) N. Wu et al.   JOURNAL OF PLANKTON RESEARCH

Artificial neural network modeling of the river water quality—A case study

(2009) Kunwar P. Singh et al.   ECOLOGICAL MODELLING

The effects of temperature and nutrients on the growth and dynamics of toxic and non-toxic strains of Microcystis during cyanobacteria blooms

(2009) Timothy W. Davis et al.   HARMFUL ALGAE

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Chlorophyll–nutrient relationships of different lake types using a large European dataset

(2008) G. Phillips et al.   AQUATIC ECOLOGY

Modelling spatial heterogeneity of phytoplankton in Lake Mangueira, a large shallow subtropical lake in South Brazil

(2008) Carlos R. Fragoso et al.   ECOLOGICAL MODELLING

A two-dimensional ecological model of Lake Erie: Application to estimate dreissenid impacts on large lake plankton populations

(2008) Hongyan Zhang et al.   ECOLOGICAL MODELLING

Overview of the model types available for development of ecological models

(2008) Sven Erik Jørgensen   ECOLOGICAL MODELLING

Non-linear autoregressive modelling by Temporal Recurrent Neural Networks for the prediction of freshwater phytoplankton dynamics

(2007) Kwang-Seuk Jeong et al.   ECOLOGICAL MODELLING