Reza Shah Hosseini

1. Super-Resolution of Landsat-8 Land Surface Temperature Using Kolmogorov–Arnold Networks with PlanetScope Imagery and UAV Thermal Data

Fathi Mahdiyeh, Arefi Hossein, Shah Hosseini Reza, Moghimi Armin (2025)., Remote Sensing, 17(8).

2. Noise-robust Multimodal Remote Sensing Image Matching via Geometric Analysis of Embedded Pre-trained Manifolds

Jowhari Negar, Sedaghat Amin, Shah Hosseini Reza, Mohammadi Nazila, Hasanlou Mahdi (2025)., NEUROCOMPUTING, 638(-), 130150.

3. Wetland Monitoring Using a Comprehensive Drought Indicator Based on Meteorological, Agricultural, Hydrological, and Anthropogenic Parameters

Dodangeh Parisa, Shah Hosseini Reza, Homayouni Saeid (2025)., Earth Systems and Environment, -(-).

4. Semi-Automatic Monitoring of Miankale Wetland Drought Based on a Hybrid Anomaly Detection Method Using Time Series Satellite Images in Google Earth Engine

Dodangeh Parisa, Shah Hosseini Reza (2025)., Earth Observation and Geomatics Engineering, 7(2), 9-23.

1. MHRA-MS-3D-ResNet-BiLSTM: A Multi-Head-Residual Attention-Based Multi-Stream Deep Learning Model for Soybean Yield Prediction in the U.S. Using Multi-Source Remote Sensing Data

Fathi Mahdiyeh, Shah Hosseini Reza, Moghimi Armin, Arefi Hossein (2024)., Remote Sensing, 17(1).

2. Urban Flood Mapping using SAR Intensity Images and Coherence Interference - Case Study: Flood Event of Gonbad-e-Kavus

اسلانی کتولی سمیه, Shah Hosseini Reza, باقری حمید (2024)., Geographical Data (SEPEHR), 33(131), 43-59.

3. Time series monitoring of Bakhtegan Lake changes and factors affecting it using satellite images on Google Earth Engine

Mohammadi Mina, Shah Hosseini Reza (2024)., The 8th International Electronic Conference on Water Sciences, 14-16 October, Lisbon, Portugal.

4. Enhanced Chlorophyll-a Estimation in the Anzali Wetland Using the Sentinel-2 and -3 Satellites and a Machine Learning Fusion Model

Dodangeh Parisa, Shah Hosseini Reza (2024)., The 8th International Electronic Conference on Water Sciences, 14-16 October, Lisbon, Portugal.

5. Remote Sensing-Based Crop Mapping in Tehran Province, Iran: Focus on Wheat and Barley for Efficient Agricultural Management

Dodangeh Parisa, Shah Hosseini Reza (2024)., The 8th International Electronic Conference on Water Sciences, 14-16 October, Lisbon, Portugal.

6. Multi-Scale Fusion of High Spatial Resolution Satellite Images Based on Steerable Gaussian Filters and Local Saliency Map

Jowhari Negar, Shah Hosseini Reza, Hasanlou Mahdi, صداقت امین, محمدی نازیلا, اوستان سیامند (2024)., Geospatial Information Technology, 12(2).

7. Aerosol optical depth retrieval using Landsat 8 satellite imagery - Case study: City of Tamanrasset, Algeria

نساری حسین, Shah Hosseini Reza, گودرزی امیررضا, سبحان اردکانی سهیل, Farzaneh Saeed (2024)., Geographical Data (SEPEHR), 33(129).

8. A Hybrid Method Based on Wavelet Transform and Optimized IHS to Fusion of Remote Sensing Images Through Salience Analysis

محمدنژاد نیازی سعید, Shah Hosseini Reza (2024)., Geospatial Information Technology, 12(1).

9. Estimation of precipitation index (SPI) using drought indices based on remote sensing and deep learning regression methods of ResNet and LSTM

Khanbani Sara, Serajian Maralan Mohammad Reza, Shah Hosseini Reza (2024)., 9th International conference on interdisciplinary studies in management & engineering (ICOCS09), 19-20 May, Tehran, Iran.

10. Cercospora leaf spot detection in sugar beets using high spatio-temporal unmanned aerial vehicle imagery and unsupervised anomaly detection methods

Norouzi Helia, Shah Hosseini Reza (2024)., Journal of Applied Remote Sensing, 18(2).

11. Identification and Segmentation of Flood-affected Areas Using Satellite Images and Deep Learning Methods

Mesvari Mohadeseh, Shah Hosseini Reza (2024)., Irrigation and Water Engineering in Iran, 14(3).

12. Estimating soil moisture using multimodal satellite time series data, ground station data, and LSTM and GRU deep learning models

Mesvari Mohadeseh, Shah Hosseini Reza (2024)., 28th Conference on Surveying & Spatial Information (Geomatics 1403), 28-29 April, Tehran, Iran.

13. Prediction of corn production using Sentinel-1, Sentinel-2 time series images and meteorological data using deep learning models (case study: State of Iowa)

Fathi MousaLouee Mahdieh, Shah Hosseini Reza, Moghimi Armin (2024)., 28th Conference on Surveying & Spatial Information (Geomatics 1403), 28-29 April, Tehran, Iran.

14. An Encoder-Decoder Network For Land Cover Classification Using A Fusion Of Aerial Images And Photogrammetric Point Clouds

Majidi Soheil, Babapour Ghazaleh, Shah Hosseini Reza (2024)., SURVEY REVIEW, -(-), 1-10.

15. A Neural Network-Based Approach for Real-Time Measurement of the Concentration of Gaseous Pollutants in Tehran Using MODIS

صالح مینا, Shah Hosseini Reza, Zahra Bahramian, Khanbani Sara (2024)., Geospatial Information Technology, 11(4), 55-81.

1. Comparative Evaluation of Lighting Improvement Methods in Aerial Image

Zavar Hossein, Shah Hosseini Reza (2023)., Geospatial Information Technology, 11(3).

2. Feasibility study of abandoned urban gardens detection using the landsat satellite images, - Case study of Hamedan City

Darvishi Moslem, Shah Hosseini Reza (2023)., Geographical Data (SEPEHR), 32(127).

3. 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

Fathi Mahdiyeh, Shah Hosseini Reza, Moghimi Armin (2023)., Remote Sensing, 15(23), 1-20.

4. Integration of Landsat 8 (OLI) and MODIS images to monitor suspended particles and evaluate the spatial pattern of air pollution

Nesari Hossein, Shah Hosseini Reza, Goodarzi Amirreza, Sobhanardakani Soheil, Farzaneh Saeed (2023)., Atmospheric Pollution Research, 15(2), 101989.

5. Flood Detection Based on UNet++ Segmentation Method Using Sentinel-1 Satellite Imagery

Mesvari Mohadeseh, Shah Hosseini Reza (2023)., Earth Observation and Geomatics Engineering, 7(1), 1-7.

6. Improving the accuracy of rice fields identification using Landsat-8 Satellite Land surface temperature time series images and machine learning algorithms

Fathi MousaLouee Mahdieh, Shah Hosseini Reza (2023)., Geographical Data (SEPEHR), 32(125), 53-66.