Machine learning and regression-based techniques for predicting sprinkler irrigation's wind drift and evaporation losses

Management of higher heating value sensitivity of biomass by hybrid learning technique

(2021) Nadja Lakovic et al.   Biomass Conversion and Biorefinery

Impact of the Intermittency Movement of Center Pivots on Irrigation Uniformity

(2021) Abdelmoneim Z. Mohamed et al.   Water

New hybrid nature-based algorithm to integration support vector machine for prediction of soil cation exchange capacity

(2021) Samad Emamgholizadeh et al.   SOFT COMPUTING

Estimation of optimal fertilizers for optimal crop yield by adaptive neuro fuzzy logic

(2021) Boris Kuzman et al.   Rhizosphere

Accurate measurement of wind drift and evaporation losses could improve water application efficiency of sprinkler irrigation systems − A comparison of measuring techniques

(2021) Abid Sarwar et al.   AGRICULTURAL WATER MANAGEMENT

Groundwater Level Prediction Using a Multiple Objective Genetic Algorithm-Grey Relational Analysis Based Weighted Ensemble of ANFIS Models

(2021) Dilip Kumar Roy et al.   Water

Investigating of the climatic parameters effectiveness rate on barley water requirement using the random forest algorithm, Bayesian multiple linear regression and cross-correlation function

(2020) Abdol Rassoul Zarei et al.   Paddy and Water Environment

Large scale evaluation of a LEPA/LESA system compared with MESA on spearmint and peppermint

(2020) Behnaz Molaei et al.   INDUSTRIAL CROPS AND PRODUCTS

Evaluating water application efficiency of low and mid elevation spray application under changing weather conditions

(2019) Abid Sarwar et al.   AGRICULTURAL WATER MANAGEMENT

Geo-accumulation vector model for evaluating the heavy metal pollution in the sediments of Western Dongting Lake

(2019) Yan Feng et al.   JOURNAL OF HYDROLOGY

Hydraulic performance of labyrinth-channel emitters: experimental study, ANN, and GEP modeling

(2019) Mohamed A. Mattar et al.   IRRIGATION SCIENCE

Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples

(2019) Xianzhe Tang et al.   JOURNAL OF HYDROLOGY

Prediction of wind drift and evaporation losses from sprinkler irrigation using neural network and multiple regression techniques

(2018) Hussein M. Al-Ghobari et al.   AGRICULTURAL WATER MANAGEMENT

Using gene expression programming in monthly reference evapotranspiration modeling: A case study in Egypt

(2018) Mohamed A. Mattar   AGRICULTURAL WATER MANAGEMENT

Predictive Power of Machine Learning for Optimizing Solar Water Heater Performance: The Potential Application of High-Throughput Screening

(2017) Hao Li et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

Estimation of Wind Drift and Evaporation Losses from Sprinkler Irrigation systemS by Different Data-Driven Methods

(2017) E. Maroufpoor et al.   IRRIGATION AND DRAINAGE

Fuzzy Comprehensive Assessment Method Based on the Entropy Weight Method and Its Application in the Water Environmental Safety Evaluation of the Heshangshan Drinking Water Source Area, Three Gorges Reservoir Area, China

(2017) Xiaowen Ding et al.   Water

Artificial neural networks versus gene expression programming for estimating reference evapotranspiration in arid climate

(2016) Mohamed A. Yassin et al.   AGRICULTURAL WATER MANAGEMENT

GIS-based multivariate adaptive regression spline and random forest models for groundwater potential mapping in Iran

(2016) Mohsen Zabihi et al.   Environmental Earth Sciences

Improvement of CCME WQI using grey relational method

(2016) Feng Yan et al.   JOURNAL OF HYDROLOGY

Novel approach to evaluate the dynamic variation of wind drift and evaporation losses under moving irrigation systems

(2015) Sayed-Hossein Sadeghi et al.   BIOSYSTEMS ENGINEERING

Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS

(2015) Khader M. Hamdia et al.   COMPUTATIONAL MATERIALS SCIENCE

Development and validation of a modified model to simulate the sprinkler water distribution

(2015) Yongchong Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

On the sensitivity of entropy weight to sample statistics in assessing water quality: statistical analysis based on large stochastic samples

(2015) Jianhua Wu et al.   Environmental Earth Sciences

Performance assessment of different data mining methods in statistical downscaling of daily precipitation

(2013) M. Nasseri et al.   JOURNAL OF HYDROLOGY

Dynamic modeling of flux and total hydraulic resistance in nanofiltration treatment of regeneration waste brine using artificial neural networks

(2012) Fakhreddin Salehi et al.   Desalination and Water Treatment

Sprinkler evaporation losses in alfalfa during solid-set sprinkler irrigation in semiarid areas

(2012) Talel Stambouli et al.   IRRIGATION SCIENCE

Comparison of multivariate adaptive regression splines with coupled wavelet transform artificial neural networks for runoff forecasting in Himalayan micro-watersheds with limited data

(2012) Jan Adamowski et al.   JOURNAL OF HYDROINFORMATICS

Improving Streamflow Forecast Lead Time Using Oceanic-Atmospheric Oscillations for Kaidu River Basin, Xinjiang, China

(2012) Ajay Kalra et al.   JOURNAL OF HYDROLOGIC ENGINEERING

The effects of pressure, nozzle diameter and meteorological conditions on the performance of agricultural impact sprinklers

(2011) I. Sanchez et al.   AGRICULTURAL WATER MANAGEMENT

EVAPORATION AND WIND DRIFT LOSSES DURING SPRINKLER IRRIGATION INFLUENCED BY DROPLET SIZE DISTRIBUTION

(2011) B. Molle et al.   IRRIGATION AND DRAINAGE

Combined effect of technical, meteorological and agronomical factors on solid-set sprinkler irrigation: II. Modifications of the wind velocity and of the water interception plane by the crop canopy

(2010) I. Sanchez et al.   AGRICULTURAL WATER MANAGEMENT

Model of droplet dynamics and evaporation for sprinkler irrigation

(2010) H.J. Yan et al.   BIOSYSTEMS ENGINEERING

Determination of weights for ultimate cross efficiency using Shannon entropy

(2010) Jie Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessing the effort of meteorological variables for evaporation estimation by self-organizing map neural network

(2010) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Using fuzzy theory and information entropy for water quality assessment in Three Gorges region, China

(2009) Li Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Estimation of daily pan evaporation using artificial neural network and multivariate non-linear regression

(2009) Hossein Tabari et al.   IRRIGATION SCIENCE

Investigation of Internal Functioning of the Radial-Basis-Function Neural Network River Flow Forecasting Models

(2009) D. Achela Fernando et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Models for estimating evapotranspiration using artificial neural networks, and their physical interpretation

(2008) S. K. Jain et al.   HYDROLOGICAL PROCESSES

Performance of Multivariate Adaptive Regression Splines (MARS) in predicting runoff in mid-Himalayan micro-watersheds with limited data / Performances de régressions par splines multiples et adaptives (MARS) pour la prévision d'écoulement au sein de micro-bassins versants Himalayens d'altitudes intermédiaires avec peu de données

(2008) V. N. SHARDA et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES