Publications

Ruhollah Taghizadeh (2023). Transferability of Covariates to Predict Soil Organic Carbon in Cropland Soils.

Ruhollah Taghizadeh (2023). Delineation of Soil Management Zone Maps at the Regional Scale Using Machine Learning.

Ruhollah Taghizadeh (2023). Machine Learning Models for Prediction of Soil Properties in the Riparian Forests.

Ruhollah Taghizadeh (2022). Towards robust smart data-driven soil erodibility index prediction under different scenarios.

Ruhollah Taghizadeh (2022). Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates.

Ruhollah Taghizadeh (2022). Semi-supervised learning for the spatial extrapolation of soil information.

Ruhollah Taghizadeh (2022). Evaluation of mathematical models for predicting particle size distribution using digital soil mapping in semiarid agricultural lands.

Ruhollah Taghizadeh (2022). Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates.

Ruhollah Taghizadeh (2022). Predicting Soil Textural Classes Using Random Forest Models, Learning from Imbalanced Dataset.

Ruhollah Taghizadeh (2022). A Comparison of Model Averaging Techniques to Predict the Spatial Distribution of Soil Properties.

Ruhollah Taghizadeh (2022). Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions.

Ruhollah Taghizadeh (2022). Assessing changes in soil quality between protected and degraded forests using digital soil mapping for semiarid oak forests, Iran.

Ruhollah Taghizadeh (2022). Improving the spatial prediction of soil organic carbon using environmental covariates selection, A comparison of a group of environmental covariates.

Ruhollah Taghizadeh (2022). Spatial variability of soil quality within management zones, Homogeneity and purity of delineated zones.

Ruhollah Taghizadeh (2022). Performance Evaluation of Phosphate-Solubilizing Fluorescent Pseudomonads in Minimizing Phosphorus Fertilizer Use and Improving Wheat Productivity, a Two-Year Field Study.

Ruhollah Taghizadeh (2022). A statistical approach to study the spatial heavy metal distribution in soils in the Kushk Mine, Iran.

Ruhollah Taghizadeh (2022). New hybrid evolutionary models for spatial prediction of soil properties in Kurdistan.

Ruhollah Taghizadeh (2022). Monitoring of spatiotemporal changes of soil salinity and alkalinity in eastern and central parts of Iran.

Ruhollah Taghizadeh (2021). A review of the world's soil museums and exhibitions.

Ruhollah Taghizadeh (2021). Prediction of river suspended sediment load using machine learning models and geo-morphometric parameters.

Ruhollah Taghizadeh (2021). Land Use and Soil Organic Carbon Stocks—Change Detection over Time Using Digital Soil Assessment, A Case Study from Kamyaran Region, Iran (1988–2018).

Ruhollah Taghizadeh (2021). Long-term effects of outdoor air pollution on mortality and morbidity–prediction using nonlinear autoregressive and artificial neural networks models.

Ruhollah Taghizadeh (2021). Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran.

Ruhollah Taghizadeh (2021). Using environmental variables and Fourier Transform Infrared Spectroscopy to predict soil organic carbon.

Ruhollah Taghizadeh (2021). Predicting the ground-level pollutants concentrations and identifying the influencing factors using machine learning, wavelet transformation, and remote sensing techniques.

Ruhollah Taghizadeh (2021). Predicting weathering indices in soils using FTIR spectra and random forest models.

Ruhollah Taghizadeh (2021). Dust-related impacts of mining operations on rangeland vegetation and soil, a case study in Yazd province, Iran.

Ruhollah Taghizadeh (2021). Spatial prediction of soil organic carbon stocks in an arid rangeland using machine learning algorithms.

Ruhollah Taghizadeh (2021). Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory.

Ruhollah Taghizadeh (2021). Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests.

Ruhollah Taghizadeh (2021). Accuracy, uncertainty, and interpretability assessments of ANFIS models to predict dust concentration in semi-arid regions.

Ruhollah Taghizadeh (2021). High resolution middle eastern soil attributes mapping via open data and cloud computing.

Ruhollah Taghizadeh (2021). Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping.

Ruhollah Taghizadeh (2021). Salt dome related soil salinity in southern Iran, Prediction and mapping with averaging machine learning models.

Ruhollah Taghizadeh (2021). Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models.

Ruhollah Taghizadeh (2021). Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model.

Ruhollah Taghizadeh (2021). Effect of interceptor drainage on phosphorus transport and soil chemical characteristics under different cultivation conditions.

Ruhollah Taghizadeh (2021). Optimization of Rain Gauge Networks for Arid Regions Based on Remote Sensing Data.

Ruhollah Taghizadeh (2021). Bio-Inspired Hybridization of Artificial Neural Networks, An Application for Mapping the Spatial Distribution of Soil Texture Fractions.

Ruhollah Taghizadeh (2020). Assessing the Influence of Soil Quality on Rainfed Wheat Yield.

Ruhollah Taghizadeh (2020). Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models.

Ruhollah Taghizadeh (2020). Impacts of vegetation anomalies and agricultural drought on wind erosion over Iran from 2000 to 2018.

Ruhollah Taghizadeh (2020). Conventional and digital soil mapping in Iran, Past, present, and future.

Ruhollah Taghizadeh (2020). Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques.

Ruhollah Taghizadeh (2020). Synthetic resampling strategies and machine learning for digital soil mapping in Iran.

Ruhollah Taghizadeh (2020). Spatial prediction of soil organic carbon using machine learning techniques in western Iran.

Ruhollah Taghizadeh (2020). Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran.

Ruhollah Taghizadeh (2020). Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran.

Ruhollah Taghizadeh (2020). Remote and Vis-NIR spectra sensing potential for soil salinization estimation in the eastern coast of Urmia hyper saline lake, Iran.

Ruhollah Taghizadeh (2020). Predicting and Mapping of Soil Organic Carbon Using Machine Learning Algorithms in Northern Iran.

Ruhollah Taghizadeh (2020). Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space.

Ruhollah Taghizadeh (2019). Soil enzyme activity variations in riparian forests in relation to plant species and soil depth.

Ruhollah Taghizadeh (2019). Assessing soil organic carbon stocks under land-use change scenarios using random forest models.

Ruhollah Taghizadeh (2019). Disaggregation of conventional soil map by generating multi realizations of soil class distribution.

Ruhollah Taghizadeh (2019). Soil Erosion Spatial Prediction using Digital Soil Mapping and RUSLE methods for Big Sioux River Watershed.

Ruhollah Taghizadeh (2019). The Spatial Prediction of Soil Texture Fractions in Arid Regions of Iran.

Ruhollah Taghizadeh (2019). Digital Mapping of Soil Classes Using Ensemble of Models in Isfahan Region, Iran.

Ruhollah Taghizadeh (2019). Some practical aspects of predicting texture data in digital soil mapping.

Ruhollah Taghizadeh (2019). PMT, New analytical framework for automated evaluation of geo-environmental modelling approaches.

Ruhollah Taghizadeh (2018). Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment.

Ruhollah Taghizadeh (2018). Distribution of linear alkylbenzenes as a domestic sewage molecular marker in surface sediments of International Anzali Wetland in the southwest of the Caspian Sea, Iran.

Ruhollah Taghizadeh (2018). Development and analysis of the Soil Water Infiltration Global database.

Ruhollah Taghizadeh (2018). Evaluating desertification using remote sensing technique and object-oriented classification algorithm in the Iranian central desert.

Ruhollah Taghizadeh (2018). Assessing the effects of slope gradient and land use change on soil quality degradation through digital mapping of soil quality indices and soil loss rate.

Ruhollah Taghizadeh (2017). Artificial bee colony feature selection algorithm combined with machine learning algorithms to predict vertical and lateral distribution of soil organic matter in South Dakota, USA.

Ruhollah Taghizadeh (2017). Assessment of soil quality indices for salt-affected agricultural land in Kurdistan Province, Iran.

Ruhollah Taghizadeh (2017). Spatial 3D distribution of soil organic carbon under different land use types.

Ruhollah Taghizadeh (2017). Comparison of different methods for reconstruction of instantaneous peak flow data.

Ruhollah Taghizadeh (2017). Characterization and ecological risk of polycyclic aromatic hydrocarbons (PAHs) and n-alkanes in sediments of Shadegan international wetland, the Persian Gulf.

Ruhollah Taghizadeh (2016). Digital mapping of cation exchange capacity using genetic programming and soil depth functions in Baneh region, Iran.

Ruhollah Taghizadeh (2016). Soil structure changes due to different land-use practices in the central Zagruos region, Iran.

Ruhollah Taghizadeh (2016). Prediction of soil surface salinity in arid region of central Iran using auxiliary variables and genetic programming.

Ruhollah Taghizadeh (2016). Comparison of artificial neural network and decision tree models in estimating spatial distribution of snow depth in a semi-arid region of Iran.

Ruhollah Taghizadeh (2016). Monitoring and assessment of soil erosion at micro-scale and macro-scale in forests affected by fire damage in northern Iran.

Ruhollah Taghizadeh (2016). Predicting and mapping of soil particle-size fractions with adaptive neuro-fuzzy inference and ant colony optimization in central Iran.

Ruhollah Taghizadeh (2016). Probabilistic inversion of EM38 data for 3D soil mapping in central Iran.

Ruhollah Taghizadeh (2016). Using the nonparametric k-nearest neighbor approach for predicting cation exchange capacity.

Ruhollah Taghizadeh (2016). Soil physico-chemical, mineralogical, and micromorphological changes due to desertification processes in Yazd region, Iran.

Ruhollah Taghizadeh (2016). Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran.

Ruhollah Taghizadeh (2015). Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran.

Ruhollah Taghizadeh (2015). Modeling Soil Salinity along a Hillslope in Iran by Inversion of EM38 Data.

Ruhollah Taghizadeh (2014). Digital Mapping of Soil Classes Using Decision Tree and Auxiliary Data in the Ardakan Region, Iran.

Ruhollah Taghizadeh (2014). Effects of drought stress and rewatering on antioxidant systems and relative water content in different growth stages of maize (Zea mays L.) hybrids.

Ruhollah Taghizadeh (2014). Digital mapping of soil salinity in Ardakan region, central Iran.

Ruhollah Taghizadeh (2012). Estimating Mass Fractal Dimension of Soil Using Artificial Neural Networks for Improved Prediction of Water Retention Curve.

Ruhollah Taghizadeh (2009). Using soil binders to control runoff and soil loss in steep slopes under simulated rainfall.

Ruhollah Taghizadeh (2009). Micromorphological evidences of climatic change in Yazd region, Iran.