Comprehensive modeling of monthly mean soil temperature using multivariate adaptive regression splines and support vector machine

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

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

(2017) Lunche Wang et al.   JOURNAL OF HYDROLOGY

Groundwater vulnerability indices conditioned by Supervised Intelligence Committee Machine (SICM)

(2017) Ata Allah Nadiri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Modeling reference evapotranspiration using three different heuristic regression approaches

(2016) Ozgur Kisi   AGRICULTURAL WATER MANAGEMENT

Using self-adaptive evolutionary algorithm to improve the performance of an extreme learning machine for estimating soil temperature

(2016) Behnaz Nahvi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of artificial intelligence techniques for prediction of soil temperatures in Turkey

(2016) Hatice Citakoglu   THEORETICAL AND APPLIED CLIMATOLOGY

Soil temperature modeling at different depths using neuro-fuzzy, neural network, and genetic programming techniques

(2016) Ozgur Kisi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Support vector regression based prediction of global solar radiation on a horizontal surface

(2015) Kasra Mohammadi et al.   ENERGY CONVERSION AND MANAGEMENT

Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2015) Ozgur Kisi   JOURNAL OF HYDROLOGY

Accurately predicting building energy performance using evolutionary multivariate adaptive regression splines

(2014) Min-Yuan Cheng et al.   APPLIED SOFT COMPUTING

Short-term forecasting of soil temperature using artificial neural network

(2014) Hossein Tabari et al.   METEOROLOGICAL APPLICATIONS

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

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

Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration

(2013) Ji-Long Chen et al.   ENERGY CONVERSION AND MANAGEMENT

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

Artificial neural network model for estimating the soil temperature

(2011) Murat Ozturk et al.   CANADIAN JOURNAL OF SOIL SCIENCE

Precipitation forecasting by using wavelet-support vector machine conjunction model

(2011) Ozgur Kisi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Observed soil temperature trends associated with climate change in Canada

(2011) Budong Qian et al.   JOURNAL OF GEOPHYSICAL RESEARCH

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

Measuring soil temperature and moisture using wireless MEMS sensors

(2007) Tyronese Jackson et al.   MEASUREMENT