| 3D-ResNet-BiLSTM Model: A Deep Learning Model for County-Level Soybean Yield Prediction with Time-Series Sentinel-1, Sentinel-2 Imagery, and Daymet Data M Fathi, R Shah-Hosseini, A Moghimi Remote Sensing 15 (23), 5551, 2023 | 3 | 2023 |
| Automatic Corn and Soybean Mapping Based on Deep Learning Methods (case Study: Hamilton, Hardin, Boone, Story, Dallas, Polk, and Jusper Counties in Iowa State) M Fathi, R Shah-Hosseini ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023 | 3 | 2023 |
| Comparison of Some Deep Neural Networks for Corn and Soybean Mapping in Iowa State using Landsat imagery M Fathi, R Shah-Hosseini, A Moghimi Earth Observation and Geomatics Engineering 6 (2), 2023 | 3 | 2023 |
| Improving forest above-ground biomass estimation using genetic-based feature selection from Sentinel-1 and Sentinel-2 data (case study of the Noor forest area in Iran) A Moghimi, AT Darestani, N Mostofi, M Fathi, M Amani Kuwait Journal of Science 51 (2), 100159, 2024 | 1 | 2024 |
| Automatic rice fields mapping by fusion of in-decoder CNN and data augmentation techniques on Landsat-8 multi-temporal images M Fathi, R Shah-Hosseini Earth Observation and Geomatics Engineering 5 (2), 74-95, 2021 | 1 | 2021 |
| Hybridizing genetic random forest and self-attention based CNN-LSTM algorithms for landslide susceptibility mapping in Darjiling and Kurseong, India A Moghimi, C Singha, M Fathi, S Pirasteh, A Mohammadzadeh, ... Quaternary Science Advances, 100187, 2024 | | 2024 |
| Corn yield prediction using Sentinel-1, Sentinel-2 time-series images and weather data with the help of deep learning models (case study: Iowa State) M Fathi, R Shah-Hosseini, A Moghimi 28th Conference on Surveying & Spatial Information (Geomatics 1403), 2024 | | 2024 |
| Enhancing Corn Yield Prediction in Iowa: A Concatenate-Based 2D-CNN-BILSTM Model with Integration of Sentinel-1/2 and SoilGRIDs Data M Fathi, R Shah-Hosseini, A Moghimi Environmental Sciences Proceedings, 2023 | | 2023 |
| Improving the accuracy of rice fields identification using Landsat-8 Satellite Land surface temperature time series images and machine learning algorithms M Fathi, R Shah-Hosseini Scientific-Research Quarterly of Geographical Data (SEPEHR) 32 (125), 53-66, 2023 | | 2023 |
| Time series fusion of Sentinel-1 and Landsat-8 images using autoencoder network for classification of agricultural crop M Fathi, R Shah-Hosseini, A Moghimi 27th National Conference on Geomatics Engineering (Geomatics 2023), 3, 2023 | | 2023 |
| Providing an automatic method to identify Toe and Crest points in mining areas using slope map segmentation M Fathi, MM Abbaspour, R Shah-Hosseini, AR Poursharifi 26th National Conference on Geomatics Engineering (Geomatics 2022), 4, 2022 | | 2022 |
| An Automatic Detection of the Fire Smoke Through Multispectral Images M Fathi, M Mokhtar Zade, AR Safdarinezhad Journal of Geomatics Science and Technology 10 (1), 145-157, 2020 | | 2020 |
Reza Shah-HosseiniAssistant Professor, University of Tehran, College of Engineering, School of Surveying and Geospatial Engineering, Tehran, IranVerified email at ut.ac.ir
