Developing hybrid data-intelligent method using Boruta-random forest optimizer for simulation of nitrate distribution pattern

LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios

(2021) A. A. Masrur Ahmed et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Effects of water quality, irrigation amount and nitrogen applied on soil salinity and cotton production under mulched drip irrigation in arid Northwest China

(2021) Zheng Che et al.   AGRICULTURAL WATER MANAGEMENT

Prediction of Combined Terrestrial Evapotranspiration Index (CTEI) over Large River Basin Based on Machine Learning Approaches

(2021) Ahmed Elbeltagi et al.   Water

Simulation of seepage flow through embankment dam by using a novel extended Kalman filter based neural network paradigm: Case study of Fontaine Gazelles Dam, Algeria

(2021) Issam Rehamnia et al.   MEASUREMENT

Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity

(2021) A.A. Masrur Ahmed et al.   JOURNAL OF HYDROLOGY

Modeling moisture redistribution of drip irrigation systems by soil and system parameters: regression-based approaches

(2021) Bakhtiar Karimi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Modeling wetting front redistribution of drip irrigation systems using a new machine learning method: Adaptive neuro- fuzzy system improved by hybrid particle swarm optimization – Gravity search algorithm

(2021) Ozgur Kisi et al.   AGRICULTURAL WATER MANAGEMENT

Estimation of the rice water footprint based on machine learning algorithms

(2021) Ali Mokhtar et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Experimental evaluation and development of predictive models for rheological behavior of aqueous Fe3O4 ferrofluid in the presence of an external magnetic field by introducing a novel grid optimization based-Kernel ridge regression supported by sensitivity analysis

(2021) Amin Shahsavar et al.   POWDER TECHNOLOGY

Simulating wetting front dimensions of drip irrigation systems: Multi criteria assessment of soft computing models

(2020) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Drought index prediction using advanced fuzzy logic model: Regional case study over Kumaon in India

(2020) Anurag Malik et al.   PLoS One

Prediction of nanofluids viscosity using random forest (RF) approach

(2020) Majid Gholizadeh et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Accurate prediction of thermal conductivity of ethylene glycol-based hybrid nanofluids using artificial intelligence techniques

(2020) Mehdi Jamei et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)

(2020) Mahdi Panahi et al.   JOURNAL OF HYDROLOGY

Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction

(2020) Anurag Malik et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Effects of different nitrogen fertilizers on the yield, water- and nitrogen-use efficiencies of drip-fertigated wheat and maize in the North China Plain

(2020) Haoru Li et al.   AGRICULTURAL WATER MANAGEMENT

Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline

(2020) Rana Muhammad Adnan et al.   APPLIED SOFT COMPUTING

Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches

(2019) Saman Maroufpoor et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Evapotranspiration evaluation models based on machine learning algorithms—A comparative study

(2019) Francesco Granata   AGRICULTURAL WATER MANAGEMENT

Hydrodynamics of river-channel confluence: toward modeling separation zone using GEP, MARS, M5 Tree and DENFIS techniques

(2019) Ozgur Kisi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach

(2019) Ramendra Prasad et al.   CATENA

Modelling of infiltration using artificial intelligence techniques in semi-arid Iran

(2019) Parveen Sihag et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

The viability of co-active fuzzy inference system model for monthly reference evapotranspiration estimation: case study of Uttarakhand State

(2019) Anurag Malik et al.   HYDROLOGY RESEARCH

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

Daily Peak Load Forecasting Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Support Vector Machine Optimized by Modified Grey Wolf Optimization Algorithm

(2018) Shuyu Dai et al.   Energies

The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River

(2018) Lamine Diop et al.   Environmental Earth Sciences

Modeling soil erosion by data-driven methods using limited input variables

(2017) Shahla Yavari et al.   HYDROLOGY RESEARCH

Nitrogen Utilization under Drip Irrigation with Sewage Effluent in the North China Plain

(2017) Lijun Guo et al.   IRRIGATION AND DRAINAGE

Effects of lateral depth and irrigation level on nitrate and Escherichia coli leaching in the North China Plain for subsurface drip irrigation applying sewage effluent

(2017) Zhenjie Qiu et al.   IRRIGATION SCIENCE

New alternatives for reference evapotranspiration estimation in West Africa using limited weather data and ancillary data supply strategies.

(2017) Gorka Landeras et al.   THEORETICAL AND APPLIED CLIMATOLOGY

A Variable Impacts Measurement in Random Forest for Mobile Cloud Computing

(2017) Jae-Hee Hur et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Improving PM2.5 Air Quality Model Forecasts in China Using a Bias-Correction Framework

(2017) Baolei Lyu et al.   Atmosphere

Modeling soil erosion by data-driven methods using limited input variables

(2017) Shahla Yavari et al.   Hydrology Research

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

An analytical approach to predict the moistened bulb volume beneath a surface point source

(2016) Hammami Moncef et al.   AGRICULTURAL WATER MANAGEMENT

Wetting patterns estimation under drip irrigation systems using an enhanced empirical model

(2016) Ahmed A.M. Al-Ogaidi et al.   AGRICULTURAL WATER MANAGEMENT

Assessing the Effects of Drip Irrigation System Uniformity and Spatial Variability in Soil on Nitrate Leaching through Simulation

(2016)   Transactions of the ASABE

Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China)

(2016) Haoyuan Hong et al.   Geomatics Natural Hazards & Risk

Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines

(2015) Haoyuan Hong et al.   Environmental Earth Sciences

Confidence intervals: a useful statistical tool to estimate effect sizes in the real world

(2015) Cecilia Maria Patino et al.   Jornal Brasileiro de Pneumologia

Simulation of water and nitrogen dynamics as affected by drip fertigation strategies

(2015) Jian-jun ZHANG et al.   Journal of Integrative Agriculture

Effects of drip system uniformity and nitrogen application rate on yield and nitrogen balance of spring maize in the North China Plain

(2014) Zhen Wang et al.   FIELD CROPS RESEARCH

Nitrogen nutrition of Cyperus laevigatus and Phormium tenax: Effects of ammonium versus nitrate on growth, nitrate reductase activity and N uptake kinetics

(2013) Narumol Piwpuan et al.   AQUATIC BOTANY

Modelling Forest α-Diversity and Floristic Composition — On the Added Value of LiDAR plus Hyperspectral Remote Sensing

(2012) Benjamin F. Leutner et al.   Remote Sensing

Numerical simulations of water movement in a subsurface drip irrigation system under field and laboratory conditions using HYDRUS-2D

(2010) Maziar M. Kandelous et al.   AGRICULTURAL WATER MANAGEMENT

Water and nitrate distributions as affected by layered-textural soil and buried dripline depth under subsurface drip fertigation

(2010) Jiusheng Li et al.   IRRIGATION SCIENCE

Wetting Pattern Models for Drip Irrigation: New Empirical Model

(2010) Keyvan Malek et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS