Ruhollah Taghizadeh‐Mehrjardi

university of tuebingen

40H指数

179论文数

5.7K被引数

收录论文 66

发表时间

Soil information and soil property maps for the Kurdistan region; Dohuk governorate (Iraq)库尔德地区；杜胡克省（伊拉克）的土壤信息与土壤属性图

Earth System Science Data

IF11.6

2026-04-09

OAAI

Mathias Bellat; Mjahid Zebari; Benjamin Glissmann; Tobias Rentschler; Paola Sconzo; Nafiseh Kakhani; Ruhollah Taghizadeh-Mehrjardi; Pegah Kohsravani; Bekas Brifkany; Peter Pfälzner; Thomas Scholten

Soil moisture retrieval from Sentinel-1: Lessons learned after more than a decade in orbit 利用Sentinel-1卫星数据进行土壤湿度反演：十余年运行经验总结

Remote Sensing of Environment

IF11.4

2025-11-17

OAAI

Mehdi Rahmati; Anna Balenzano; Michel Bechtold; Luca Brocca; Anke Fluhrer; Thomas Jagdhuber; Kleanthis Karamvasis; David Mengen; Rolf H. Reichle; Seung-bum Kim; Ruhollah Taghizadeh-Mehrjardi; Jeffrey Walker; Liujun Zhu; Carsten Montzka

Ensemble machine learning for predicting soil hydraulic properties in semi-arid regions 半干旱地区土壤水力性质预测的集成机器学习方法

Modeling Earth Systems and Environment

IF2.9

2025-10-14

PREAI

Fatemeh Cheshmberah; Ali Asghar Zolfaghari; Ruhollah Taghizadeh-Mehrjardi

Estimating soil organic carbon using time series Band 11 (SWIR) of multispectral Sentinel-2 satellite images and machine learning algorithms 利用多光谱Sentinel-2卫星图像的时间序列波段11（SWIR）和机器学习算法估算土壤有机碳

Remote Sensing Applications: Society and Environment

IF0

2025-09-22

PREAI

Mehdi Golkar Amoli; Mahdi Hasanlou; Farhad Samadzadegan; Ruhollah Taghizadeh-Mehrjardi; Farzaneh Dadrass Javan

Erosion-SAM: Semantic segmentation of soil erosion by water Erosion-SAM：水力侵蚀的语义分割

CATENA

IF5.7

2025-06-01

OAAI

Shokati, Hadi; Engelhardt, Andreas; Seufferheld, Kay; Taghizadeh-Mehrjardi, Ruhollah; Fiener, Peter; Lensch, Hendrik P. A.; Scholten, Thomas

Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province 集成机器学习方法用于估算戈勒斯坦省黄土土壤质地组分

EARTH SCIENCE INFORMATICS

IF3

2025-05-09

PREAI

Bandak, Soraya; Boali, Abdolhossein; Yaghobi, Soraya; Taghizadeh-Mehrjardi, Ruhollah

Towards Explainable AI: Interpreting Soil Organic Carbon Prediction Models Using a Learning-Based Explanation Method

EUROPEAN JOURNAL OF SOIL SCIENCE

IF3.8

2025-03-01

OAAI

Kakhani, Nafiseh; Taghizadeh-Mehrjardi, Ruhollah; Omarzadeh, Davoud; Ryo, Masahiro; Heiden, Uta; Scholten, Thomas

Soil textural class modeling using digital soil mapping approaches: Effect of resampling strategies on imbalanced dataset predictions 使用数字土壤制图方法进行土壤纹理类别建模: 重采样策略对不平衡数据集预测的影响

GEODERMA REGIONAL

IF3.3

2024-09-01

PREAI

Mirzaei, Fereshteh; Amirian-Chakan, Alireza; Taghizadeh-Mehrjardi, Ruhollah; Matinfar, Hamid Reza; Kerry, Ruth

Assessing the Role of Environmental Covariates and Pixel Size in Soil Property Prediction: A Comparative Study of Various Areas in Southwest Iran

LAND

IF3.2

2024-08-18

OAAI

Khosravani, Pegah; Baghernejad, Majid; Taghizadeh-Mehrjardi, Ruhollah; Mousavi, Seyed Roohollah; Moosavi, Ali Akbar; Fallah Shamsi, Seyed Rashid; Shokati, Hadi; Kebonye, Ndiye M.; Scholten, Thomas

Spatial Prediction of Organic Matter Quality in German Agricultural Topsoils

AGRICULTURE-BASEL

IF3.6

2024-08-06

OAAI

Sakhaee, Ali; Scholten, Thomas; Taghizadeh-Mehrjardi, Ruhollah; Liess, Mareike; Don, Axel

Acidification of European croplands by nitrogen fertilization: Consequences for carbonate losses, and soil health

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2024-05-01

OAAI

Zamanian, Kazem; Taghizadeh-Mehrjardi, Ruhollah; Tao, Jingjing; Fan, Lichao; Raza, Sajjad; Guggenberger, Georg; Kuzyakov, Yakov

Using local ensemble models and Landsat bare soil composites for large-scale soil organic carbon maps in cropland 使用局部集合模型和Landsat裸土复合材料绘制农田大规模土壤有机碳图

GEODERMA

IF6.6

2024-04-01

OAAI

Broeg, Tom; Don, Axel; Gocht, Alexander; Scholten, Thomas; Taghizadeh-Mehrjardi, Ruhollah; Erasmi, Stefan

High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran

GEODERMA REGIONAL

IF3.3

2024-03-01

PREAI

Taghizadeh-Mehrjardi, Ruhollah; Nabiollahi, Kamal; Kebonye, Ndiye M.; Kakhani, Nafiseh; Ghebleh-Goydaragh, Maryam; Heung, Brandon; Amirian-Chakan, Alireza; Hossaini, Sayed Mohammad Taher; Scholten, Thomas

Predictive performance of machine learning model with varying sampling designs, sample sizes, and spatial extents 具有不同抽样设计、样本大小和空间范围的机器学习模型的预测性能

ECOLOGICAL INFORMATICS

IF7.3

2023-12-01

PREAI

Bouasria, Abdelkrim; Bouslihim, Yassine; Gupta, Surya; Taghizadeh-Mehrjardi, Ruhollah; Hengl, Tomislav

Spatial prediction and uncertainty estimation of crucial GlobalSoilMap properties - A contextual study in the semi-arid area of western Iran

GEODERMA REGIONAL

IF3.3

2023-12-01

PREAI

Lotfollahi, Leila; Delavar, Mohammad Amir; Biswas, Asim; Jamshidi, Mohammad; Fatehi, Shahrokh; Taghizadeh-Mehrjardi, Ruhollah