New insights into soil temperature time series modeling: linear or nonlinear?

Evaluating the performance of artificial intelligence methods for estimation of monthly mean soil temperature without using meteorological data

(2017) Saeid Mehdizadeh et al.   Environmental Earth Sciences

Estimation of soil temperature using gene expression programming and artificial neural networks in a semiarid region

(2017) Javad Behmanesh et al.   Environmental Earth Sciences

Urban stormwater thermal gene expression models for protection of sensitive receiving streams

(2017) A.M.A. Sattar et al.   HYDROLOGICAL PROCESSES

Stochastic model stationarization by eliminating the periodic term and its effect on time series prediction

(2017) Hamid Moeeni et al.   JOURNAL OF HYDROLOGY

NF-GMDH-Based self-organized systems to predict bridge pier scour depth under debris flow effects

(2017) Mohammad Najafzadeh et al.   MARINE GEORESOURCES & GEOTECHNOLOGY

Application of firefly algorithm-based support vector machines for prediction of field capacity and permanent wilting point

(2017) Mohammad Ali Ghorbani et al.   SOIL & TILLAGE RESEARCH

Integrated SARIMA with Neuro-Fuzzy Systems and Neural Networks for Monthly Inflow Prediction

(2017) Hamid Moeeni et al.   WATER RESOURCES MANAGEMENT

Multi-objective evolutionary polynomial regression-based prediction of energy consumption probing

(2017) Hossein Bonakdari et al.   WATER SCIENCE AND TECHNOLOGY

Event-based stormwater management pond runoff temperature model

(2016) F. Sabouri et al.   JOURNAL OF HYDROLOGY

Design of a support vector machine with different kernel functions to predict scour depth around bridge piers

(2016) Hassan Sharafi et al.   NATURAL HAZARDS

A combined adaptive neuro-fuzzy inference system–firefly algorithm model for predicting the roller length of a hydraulic jump on a rough channel bed

(2016) Hamed Azimi et al.   NEURAL COMPUTING & APPLICATIONS

A stochastic model for the analysis of maximum daily temperature

(2016) B. Sirangelo et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Bed load sediment transport estimation in a clean pipe using multilayer perceptron with different training algorithms

(2015) Isa Ebtehaj et al.   KSCE Journal of Civil Engineering

Evaluation of GMDH networks for prediction of local scour depth at bridge abutments in coarse sediments with thinly armored beds

(2015) Mohammad Najafzadeh et al.   OCEAN ENGINEERING

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Short-term forecasting of soil temperature using artificial neural network

(2014) Hossein Tabari et al.   METEOROLOGICAL APPLICATIONS

Daily soil temperature modeling using neuro-fuzzy approach

(2014) P. Hosseinzadeh Talaee   THEORETICAL AND APPLIED CLIMATOLOGY

Modeling soil temperatures at different depths by using three different neural computing techniques

(2014) Ozgur Kisi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Modeling daily soil temperature using data-driven models and spatial distribution

(2014) Sungwon Kim et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Group Method of Data Handling to Predict Scour at Downstream of a Ski-Jump Bucket Spillway

(2014) Mohammad Najafzadeh et al.   Earth Science Informatics

Impervious surfaces and sewer pipe effects on stormwater runoff temperature

(2013) F. Sabouri et al.   JOURNAL OF HYDROLOGY

Spatiotemporal modeling of monthly soil temperature using artificial neural networks

(2012) Wei Wu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Comparison of artificial neural network and multivariate linear regression methods for estimation of daily soil temperature in an arid region

(2010) Hossein Tabari et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Use of NDVI and Land Surface Temperature for Drought Assessment: Merits and Limitations

(2009) Arnon Karnieli et al.   JOURNAL OF CLIMATE

Measuring soil temperature and moisture using wireless MEMS sensors

(2007) Tyronese Jackson et al.   MEASUREMENT