Browsing by Author "Taghizadeh-Mehrjardi, Ruhollah"

Now showing items 21-40 of 71

Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping

Taghizadeh-Mehrjardi, Ruhollah; Schmidt, Karsten; Scholten, Thomas (2021)
Estimation of elemental composition of agricultural soils from West Azerbaijan, Iran, using mid-infrared spectral models

Taghizadeh-Mehrjardi, Ruhollah (2019)
Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran

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

Taghizadeh-Mehrjardi, Ruhollah (2021)
High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran

Taghizadeh-Mehrjardi, Ruhollah; Nabiollahi, Kamal; Kebonye, Ndiye Michael; Kakhani, Nafiseh; Scholten, Thomas (2024)
Impacts of vegetation anomalies and agricultural drought on wind erosion over Iran from 2000 to 2018

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

Taghizadeh-Mehrjardi, Ruhollah; Schmidt, Karsten; Rentschler, Tobias; Behrens, Thorsten; Scholten, Thomas (2020)
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates

Taghizadeh-Mehrjardi, Ruhollah; Scholten, Thomas (2022)
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models

Taghizadeh-Mehrjardi, Ruhollah; Schmidt, Karsten; Behrens, Thorsten; Scholten, Thomas (2021)
Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran

Taghizadeh-Mehrjardi, Ruhollah (2020)
Land suitability assessment and agricultural production sustainability using machine learning models

Taghizadeh-Mehrjardi, Ruhollah; Scholten, Thomas (2020)
Land use and soil organic carbon stocks - change detection over time using digital soil assessment : a case study from Kamyaran Region, Iran (1988–2018)

Taghizadeh-Mehrjardi, Ruhollah; Scholten, Thomas (2021)
Long-term effects of outdoor air pollution on mortality and morbidity-prediction using nonlinear autoregressive and artificial neural networks models

Taghizadeh-Mehrjardi, Ruhollah (2021)
Machine Learning Models for Prediction of Soil Properties in the Riparian Forests

Taghizadeh-Mehrjardi, Ruhollah (2023)
Machine learning models for prediction of soil properties in the riparian forests

Taghizadeh-Mehrjardi, Ruhollah (2022)
Model averaging of machine learning algorithms for digital soil mapping : a minimum variance framework

Taghizadeh-Mehrjardi, Ruhollah (2023)
Modeling the spatial variation of calcium carbonate equivalent to depth using machine learning techniques

Taghizadeh-Mehrjardi, Ruhollah (2023)
Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran

Taghizadeh-Mehrjardi, Ruhollah; Behrens, Thorsten; Scholten, Thomas; Schmidt, Karsten (2020)
New hybrid evolutionary models for spatial prediction of soil properties in Kurdistan

Taghizadeh-Mehrjardi, Ruhollah (2022)
Optimization of Rain Gauge Networks for Arid Regions Based on Remote Sensing Data

Morsy, Mona Ahmad Mahmoud; Taghizadeh-Mehrjardi, Ruhollah; Scholten, Thomas; Dietrich, Peter; Schmidt, Karsten (2021)

Now showing items 21-40 of 71

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