Using Machine-Learning Algorithms for Eutrophication Modeling: Case Study of Mar Menor Lagoon (Spain)

New Strategies to Improve Co-Management in Enclosed Coastal Seas and Wetlands Subjected to Complex Environments: Socio-Economic Analysis Applied to an International Recovery Success Case Study after an Environmental Crisis

(2019) Salvador García-Ayllón   Sustainability

Hydrogeological modelling for the watershed management of the Mar Menor coastal lagoon (Spain)

(2019) Andrés Alcolea et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Monitoring Coastal Lagoon Water Quality Through Remote Sensing: The Mar Menor as a Case Study

(2019) Erena et al.   Water

Assessing the Impact of Best Management Practices in a Highly Anthropogenic and Ungauged Watershed Using the SWAT Model: A Case Study in the El Beal Watershed (Southeast Spain)

(2019) Adrián López-Ballesteros et al.   Agronomy-Basel

Modelling the impact of dredging inlets on the salinity and temperature regimes in coastal lagoons

(2019) Miriam García-Oliva et al.   OCEAN & COASTAL MANAGEMENT

Integrating water quality and operation into prediction of water production in drinking water treatment plants by genetic algorithm enhanced artificial neural network

(2019) Yanyang Zhang et al.   WATER RESEARCH

The Integrated Territorial Investment (ITI) of the Mar Menor as a model for the future in the comprehensive management of enclosed coastal seas

(2018) Salvador Garcia-Ayllon   OCEAN & COASTAL MANAGEMENT

A Comparison of SWAT and ANN Models for Daily Runoff Simulation in Different Climatic Zones of Peninsular Spain

(2018) Patricia Jimeno-Sáez et al.   Water

Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity

(2018) Sina Keller et al.   International Journal of Environmental Research and Public Health

Algal Bloom Prediction Using Extreme Learning Machine Models at Artificial Weirs in the Nakdong River, Korea

(2018) Hye-Suk Yi et al.   International Journal of Environmental Research and Public Health

Assessing the Hydrodynamic Response of the Mar Menor Lagoon to Dredging Inlets Interventions through Numerical Modelling

(2018) Miriam García-Oliva et al.   Water

Long Term Hydrodynamic Effects in a Semi-Arid Mediterranean Multilayer Aquifer: Campo de Cartagena in South-Eastern Spain

(2018) Juan Domingo-Pinillos et al.   Water

Eutrophication: A new wine in an old bottle?

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

Water-Quality Prediction Using Multimodal Support Vector Regression: Case Study of Jialing River, China

(2017) Xuejiao Li et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Integrated management in coastal lagoons of highly complexity environments: Resilience comparative analysis for three case-studies

(2017) S. García-Ayllón   OCEAN & COASTAL MANAGEMENT

Application of Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping

(2017) Seyed Amir Naghibi et al.   WATER RESOURCES MANAGEMENT

Chlorophyll-A Prediction of Lakes with Different Water Quality Patterns in China Based on Hybrid Neural Networks

(2017) Xue Li et al.   Water

Estimation of Instantaneous Peak Flow Using Machine-Learning Models and Empirical Formula in Peninsular Spain

(2017) Patricia Jimeno-Sáez et al.   Water

Water-Quality Prediction Using Multimodal Support Vector Regression: Case Study of Jialing River, China

(2017) Xuejiao Li et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Evaluation of Empirical and Machine Learning Algorithms for Estimation of Coastal Water Quality Parameters

(2017) Majid Nazeer et al.   ISPRS International Journal of Geo-Information

Predicting transcription factor site occupancy using DNA sequence intrinsic and cell-type specific chromatin features

(2016) Sunil Kumar et al.   BMC BIOINFORMATICS

A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen

(2016) Xue Li et al.   HYDROLOGY RESEARCH

A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen

(2016) Xue Li et al.   Hydrology Research

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

(2015) Jiacong Huang et al.   LIMNOLOGY

Evaluating Groundwater Management Sustainability under Limited Data Availability in Semiarid Zones

(2015) Javier Senent-Aparicio et al.   Water

Combined Impacts of Medium Term Socio-Economic Changes and Climate Change on Water Resources in a Managed Mediterranean Catchment

(2015) Anastassi Stefanova et al.   Water

A Structurally Simplified Hybrid Model of Genetic Algorithm and Support Vector Machine for Prediction of Chlorophyll a in Reservoirs

(2015) Jieqiong Su et al.   Water

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Turbidity Prediction in a River Basin by Using Artificial Neural Networks: A Case Study in Northern Spain

(2013) C. Iglesias et al.   WATER RESOURCES MANAGEMENT

Application of artificial neural networks for water quality prediction

(2012) A. Najah et al.   NEURAL COMPUTING & APPLICATIONS

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

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

(2008) G. Phillips et al.   AQUATIC ECOLOGY

An ANN application for water quality forecasting

(2008) Sundarambal Palani et al.   MARINE POLLUTION BULLETIN

Abandoned mine sites as a source of contamination by heavy metals: A case study in a semi-arid zone

(2007) M.C. Navarro et al.   JOURNAL OF GEOCHEMICAL EXPLORATION