Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model

Deep echo state network: a novel machine learning approach to model dew point temperature using meteorological variables

(2020) Meysam Alizamir et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Deep learning for face image synthesis and semantic manipulations: a review and future perspectives

(2020) Mahla Abdolahnejad et al.   ARTIFICIAL INTELLIGENCE REVIEW

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

Advanced machine learning model for better prediction accuracy of soil temperature at different depths

(2020) Meysam Alizamir et al.   PLoS One

An experimental and modeling study of evapotranspiration from integrated green roof photovoltaic systems

(2020) Ali Jahanfar et al.   ECOLOGICAL ENGINEERING

Modelling daily soil temperature at different depths via the classical and hybrid models

(2020) Saeid Mehdizadeh et al.   METEOROLOGICAL APPLICATIONS

Genetic-Algorithm-Optimized Sequential Model for Water Temperature Prediction

(2020) Stephen Stajkowski et al.   Sustainability

Assessing the biochemical oxygen demand using neural networks and ensemble tree approaches in South Korea

(2020) Sungwon Kim et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Dynamics of soil surface temperature with unmanned aerial systems

(2020) Daniela Basurto-Lozada et al.   PATTERN RECOGNITION LETTERS

Implementing novel hybrid models to improve indirect measurement of the daily soil temperature: Elman neural network coupled with gravitational search algorithm and ant colony optimization

(2020) Saeid Mehdizadeh et al.   MEASUREMENT

Spatial variability analysis and mapping of soil physical and chemical attributes in a salt-affected soil

(2019) Masoomeh Delbari et al.   Arabian Journal of Geosciences

Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey

(2019) Giang Nguyen et al.   ARTIFICIAL INTELLIGENCE REVIEW

Modeling soil temperature in a temperate region: A comparison between empirical and physically based methods in SWAT

(2019) Junyu Qi et al.   ECOLOGICAL ENGINEERING

Effect of temperature on the microbial community responsible for methane production in alkaline NamCo wetland soil

(2019) Yongcui Deng et al.   SOIL BIOLOGY & BIOCHEMISTRY

Effects of elevated temperature and elevated CO2 on soil nitrification and ammonia-oxidizing microbial communities in field-grown crop

(2019) Linh T.T. Nguyen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A reliable linear stochastic daily soil temperature forecast model

(2019) Mohammad Zeynoddin et al.   SOIL & TILLAGE RESEARCH

Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET

(2019) Inês Domingues et al.   ARTIFICIAL INTELLIGENCE REVIEW

Assessment of bio-inspired metaheuristic optimisation algorithms for estimating soil temperature

(2019) Roozbeh Moazenzadeh et al.   GEODERMA

Modelling seed germination and seedling emergence of flax and sesame as affected by temperature, soil bulk density, and sowing depth

(2019) Hedayatollah Karimzadeh Soureshjani et al.   INDUSTRIAL CROPS AND PRODUCTS

Developing novel hybrid models for estimation of daily soil temperature at various depths

(2019) Saeid Mehdizadeh et al.   SOIL & TILLAGE RESEARCH

Grazing modulates soil temperature and moisture in a Eurasian steppe

(2018) Yuchun Yan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area

(2018) Vijay Kumar Singh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A modified FAO evapotranspiration model for refined water budget analysis for Green Roof systems

(2018) Ali Jahanfar et al.   ECOLOGICAL ENGINEERING

Investigating the management performance of disinfection analysis of water distribution networks using data mining approaches

(2018) Mohammad Zounemat-Kermani et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Non-tuned data intelligent model for soil temperature estimation: A new approach

(2018) Hadi Sanikhani et al.   GEODERMA

Wavelet neural networks and gene expression programming models to predict short-term soil temperature at different depths

(2018) Saeed Samadianfard et al.   SOIL & TILLAGE RESEARCH

Modeling daily soil temperature over diverse climate conditions in Iran—a comparison of multiple linear regression and support vector regression techniques

(2018) Masoomeh Delbari et al.   THEORETICAL AND APPLIED CLIMATOLOGY

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

(2018) Hossein Bonakdari et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Modelling reference evapotranspiration using a new wavelet conjunction heuristic method: Wavelet extreme learning machine vs wavelet neural networks

(2018) Ozgur Kisi et al.   AGRICULTURAL AND FOREST METEOROLOGY

A review on deep learning for recommender systems: challenges and remedies

(2018) Zeynep Batmaz et al.   ARTIFICIAL INTELLIGENCE REVIEW

Impact of straw management on seasonal soil carbon dioxide emissions, soil water content, and temperature in a semi-arid region of China

(2018) Weiyu Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimation of soil temperature from meteorological data using different machine learning models

(2018) Yu Feng et al.   GEODERMA

Variations in soil temperature from 1980 to 2015 in permafrost regions on the Qinghai-Tibetan Plateau based on observed and reanalysis products

(2018) Guojie Hu et al.   GEODERMA

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

Estimating the aeration coefficient and air demand in bottom outlet conduits of dams using GEP and decision tree methods

(2017) Mohammad Zounemat-Kermani et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Forecasting soil temperature based on surface air temperature using a wavelet artificial neural network

(2017) Alireza Araghi et al.   METEOROLOGICAL APPLICATIONS

Modeling groundwater fluctuations by three different evolutionary neural network techniques using hydroclimatic data

(2017) Ozgur Kisi et al.   NATURAL HAZARDS

Prediction of diffuse photosynthetically active radiation using different soft computing techniques

(2017) Lunche Wang et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

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

(2017) Saeid Mehdizadeh et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Prediction of Groundwater Level in Ardebil Plain Using Support Vector Regression and M5 Tree Model

(2017) Mohammad Taghi Sattari et al.   Groundwater

Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree

(2016) Ozgur Kisi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Temperature effect on the transport of bromide and E. coli NAR in saturated soils

(2015) B. Gharabaghi et al.   JOURNAL OF HYDROLOGY

Comparison of three models describing bromide transport affected by different soil structure types

(2015) Azadeh Safadoust et al.   Archives of Agronomy and Soil Science

Climate change impacts on groundwater and soil temperatures in cold and temperate regions: Implications, mathematical theory, and emerging simulation tools

(2014) Barret L. Kurylyk et al.   EARTH-SCIENCE REVIEWS

Remotely sensed soil temperatures beneath snow-free skin-surface using thermal observations from tandem polar-orbiting satellites: An analytical three-time-scale model

(2014) Wenfeng Zhan et al.   REMOTE SENSING OF ENVIRONMENT

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

Hydrometeorological Parameters in Prediction of Soil Temperature by Means of Artificial Neural Network: Case Study in Wyoming

(2012) Mohammad Zounemat-Kermani   JOURNAL OF HYDROLOGIC ENGINEERING

AMSR-E data inversion for soil temperature estimation under snow cover

(2010) Jacqueline Kohn et al.   REMOTE SENSING OF ENVIRONMENT

Real time identification and control of dynamic systems using recurrent neural networks

(2009) Mohammad Mehdi Korjani et al.   ARTIFICIAL INTELLIGENCE REVIEW