A review of the artificial neural network models for water quality prediction
Water quality prediction plays an important role in environmental monitoring, ecosystem
sustainability, and aquaculture. Traditional prediction methods cannot capture the nonlinear …
sustainability, and aquaculture. Traditional prediction methods cannot capture the nonlinear …
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
Abstract The application of Artificial Neural Networks (ANNs) in the field of environmental
and water resources modelling has become increasingly popular since early 1990s. Despite …
and water resources modelling has become increasingly popular since early 1990s. Despite …
Pollution evaluation in streams using water quality indices: A case study from Turkey's Sapanca Lake Basin
A Akkoyunlu, ME Akiner - Ecological Indicators, 2012 - Elsevier
The stream water quality in Sapanca Lake Basin (Turkey) was investigated in terms of
Canadian Council of Ministers of the Environment Water Quality Index (CCME–WQI) …
Canadian Council of Ministers of the Environment Water Quality Index (CCME–WQI) …
[HTML][HTML] Ensemble data assimilation methods for improving river water quality forecasting accuracy
River water quality is one of the main challenges that societies face during the 21st century.
Accurate and reliable real-time prediction of water quality is an effective adaptation measure …
Accurate and reliable real-time prediction of water quality is an effective adaptation measure …
A model for analysis of IoT based aquarium water quality data using CNN model
AP Gopi, KJ Naik - … conference on decision aid sciences and …, 2021 - ieeexplore.ieee.org
Water is essential for the survival and wellness of humans and other ecosystems. The mix of
physical and chemical characteristics in a water sample is referred to as water quality …
physical and chemical characteristics in a water sample is referred to as water quality …
Application of soft computing models for simulating nitrate contamination in groundwater: comprehensive review, assessment and future opportunities
Groundwater is one of the major resources to supply the agriculture and urban water
demand. Vulnerability of groundwater resources due to chemical substances is a crucial …
demand. Vulnerability of groundwater resources due to chemical substances is a crucial …
Modeling and forecasting river flow rate from the Melen Watershed, Turkey
ME Akiner, A Akkoyunlu - Journal of Hydrology, 2012 - Elsevier
The Melen Watershed is located in Western Black Sea region of Turkey. Buyuk Melen and
Kucuk Melen Rivers are located in this watershed. By 2010 more than 50% of Istanbul's …
Kucuk Melen Rivers are located in this watershed. By 2010 more than 50% of Istanbul's …
Urban stormwater forecasting model and drainage optimization based on water environmental capacity
H Peng, Y Liu, H Wang, X Gao, Y Chen… - Environmental Earth …, 2016 - Springer
Drainage systems in China are currently being transformed from combined sewer systems
into separate sewer systems; newly built areas generally use the latter for sewage and …
into separate sewer systems; newly built areas generally use the latter for sewage and …
Water quality analysis of drinking water resource lake Sapanca and suggestions for the solution of the pollution problem in the context of sustainable environment …
ME Akıner, İ Akıner - Sustainability, 2021 - mdpi.com
Lake Sapanca is the drinking water source of the Sakarya province of Turkey. Intensive
urbanization in the region is the main obstacle to implementing appropriate physical …
urbanization in the region is the main obstacle to implementing appropriate physical …
Bayesian neural networks for uncertainty analysis of hydrologic modeling: a comparison of two schemes
Abstract Bayesian Neural Networks (BNNs) have been shown as useful tools to analyze
modeling uncertainty of Neural Networks (NNs). This research focuses on the comparison of …
modeling uncertainty of Neural Networks (NNs). This research focuses on the comparison of …