Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis

Modeling monthly pan evaporation using wavelet support vector regression and wavelet artificial neural networks in arid and humid climates

(2019) Sultan Noman Qasem et al.   Engineering Applications of Computational Fluid Mechanics

Estimating Daily Dew Point Temperature Using Machine Learning Algorithms

(2019) Sultan Noman Qasem et al.   Water

State of the Art of Machine Learning Models in Energy Systems, a Systematic Review

(2019) Amir Mosavi et al.   Energies

Can Decomposition Approaches Always Enhance Soft Computing Models? Predicting the Dissolved Oxygen Concentration in the St. Johns River, Florida

(2019) Mohammad Zounemat-Kermani et al.   Applied Sciences-Basel

Support Vector Regression Integrated with Fruit Fly Optimization Algorithm for River Flow Forecasting in Lake Urmia Basin

(2019) Saeed Samadianfard et al.   Water

Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models

(2019) Zaher Mundher Yaseen et al.   Engineering Applications of Computational Fluid Mechanics

Developing an ANFIS-PSO Model to Predict Mercury Emissions in Combustion Flue Gases

(2019) Shahaboddin Shamshirband et al.   Mathematics

Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq

(2019) Khabat Khosravi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction

(2019) Esmaeel Dodangeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial hazard assessment of the PM10 using machine learning models in Barcelona, Spain

(2019) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater Quality Assessment for Sustainable Drinking and Irrigation

(2019) Esmaeil Asadi et al.   Sustainability

Rigorous Connectionist Models to Predict Carbon Dioxide Solubility in Various Ionic Liquids

(2019) Hocine Ouaer et al.   Applied Sciences-Basel

Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso

(2018) Hai Tao et al.   AGRICULTURAL WATER MANAGEMENT

Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions

(2018) Junliang Fan et al.   ENERGY

New combined models for estimating daily global solar radiation based on sunshine duration in humid regions: A case study in South China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

National-scale assessment of pan evaporation models across different climatic zones of China

(2018) Yu Feng et al.   JOURNAL OF HYDROLOGY

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Evaporation modelling using different machine learning techniques

(2017) Lunche Wang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Pan evaporation modeling using six different heuristic computing methods in different climates of China

(2017) Lunche Wang et al.   JOURNAL OF HYDROLOGY

Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran

(2017) M. A. Ghorbani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Climate change and Mediterranean agriculture: Impacts on winter wheat and tomato crop evapotranspiration, irrigation requirements and yield

(2015) Sameh Saadi et al.   AGRICULTURAL WATER MANAGEMENT

Crop evapotranspiration estimation with FAO56: Past and future

(2015) Luis S. Pereira et al.   AGRICULTURAL WATER MANAGEMENT

Comparison of Two Different Adaptive Neuro-Fuzzy Inference Systems in Modelling Daily Reference Evapotranspiration

(2014) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Regional-Specific Numerical Models of Evapotranspiration Using Gene-Expression Programming Interface in Sahel

(2012) Seydou Traore et al.   WATER RESOURCES MANAGEMENT

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Climatic factors influencing changing pan evaporation across China from 1961 to 2001

(2011) Hanbo Yang et al.   JOURNAL OF HYDROLOGY

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

(2010) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Daily pan evaporation modeling using linear genetic programming technique

(2010) Aytac Guven et al.   IRRIGATION SCIENCE