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  1. Three Decades of GeoAI for Wildfire Science: A Systematic and Meta-Analysis Review

    Article • Remote Sensing, June 2026, MDPI AG

    Professor Ali Mohammadzadeh

  2. ViTConvKAN: a hybrid transformer–KAN modeling for post-earthquake building damage mapping using VHR imagery

    Article • Bulletin of Earthquake Engineering, June 2026, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  3. Comparative Analysis for Post-Earthquake Road Debris Detection Based on Deep Neural Networks Using High-resolution Remote Sensing Imagery

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, May 2026, Copernicus GmbH

    Professor Ali Mohammadzadeh

  4. A Dual-Modal Mixture-of-Experts Attention U-Net (DMoE-AttU-Net) for Change Detection Using Heterogeneous Optical and SAR Remote Sensing Images

    Article • Remote Sensing, May 2026, MDPI AG

    Professor Ali Mohammadzadeh

  5. CA-MTransUNet: Cloud-Aware Mixture-of-Experts Linear Transformer U-Net for forest burned area (FBA) mapping using Sentinel-1 and Sentinel-2 images

    Article • Big Earth Data, January 2026, Taylor & Francis

    Ali Jamali, Professor Ali Mohammadzadeh

  6. EDB-HSTEU-Net: Earthquake-damaged building detection using a novel hybrid swin transformer efficient U-Net (HSTEU-Net) and transfer learning techniques from post-event VHR remote sensing data

    Article • Journal of Building Engineering, August 2025, Elsevier

    Professor Ali Mohammadzadeh

  7. SISCNet: A novel Siamese inception-based network with spatial and channel attention for flood detection in Sentinel-1 imagery

    Article • Remote Sensing Applications Society and Environment, April 2025, Elsevier

    Professor Ali Mohammadzadeh

  8. Unsupervised Rural Flood Mapping from Bi-Temporal Sentinel-1 Images Using an Improved Wavelet-Fusion Flood-Change Index (IWFCI) and an Uncertainty-Sensitive Markov Random Field (USMRF) Model

    Article • Remote Sensing, March 2025, MDPI AG

    Professor Ali Mohammadzadeh

  9. Optimizing Relative Radiometric Normalization: Minimizing Residual Distortions in Multispectral Bitemporal Images Using Trust-Region Reflective and Laplacian Pyramid Fusion

    Article • IEEE Geoscience and Remote Sensing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  10. Time series of Sentinel-1 and Sentinel-2 imagery for parcel-based crop-type classification using Random Forest algorithm and Google Earth Engine

    Article • January 2025, Elsevier

    Professor Ali Mohammadzadeh

  11. Weakly Supervised Semantic Segmentation of Mangrove Ecosystem Using Sentinel-1 SAR and Deep Convolutional Neural Networks

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  12. Building detection in VHR remote sensing images using a novel dual attention residual-based U-Net (DAttResU-Net): An application to generating building change maps

    Article • Remote Sensing Applications Society and Environment, November 2024, Elsevier

    Professor Ali Mohammadzadeh

  13. FBA-DPAttResU-Net: Forest burned area detection using a novel end-to-end dual-path attention residual-based U-Net from post-fire Sentinel-1 and Sentinel-2 images

    Article • Ecological Indicators, October 2024, Elsevier

    Professor Ali Mohammadzadeh

  14. Hybridizing genetic random forest and self-attention based CNN-LSTM algorithms for landslide susceptibility mapping in Darjiling and Kurseong, India

    Article • Quaternary Science Advances, June 2024, Elsevier

    Professor Ali Mohammadzadeh

  15. LIRRN: Location-Independent Relative Radiometric Normalization of Bitemporal Remote-Sensing Images

    Article • Sensors, April 2024, MDPI AG

    Professor Ali Mohammadzadeh

  16. A Novel Weighted Ensemble Transferred U-Net Based Model (WETUM) for Postearthquake Building Damage Assessment From UAV Data: A Comparison of Deep Learning- and Machine Learning-Based Approaches

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  17. BD-SKUNet: Selective-Kernel UNets for Building Damage Assessment in High-Resolution Satellite Images

    Article • Remote Sensing, December 2023, MDPI AG

    Professor Ali Mohammadzadeh

  18. Enhancing suspended sediment concentration retrieval by integrating thermal infrared and optical bands of Landsat-8 and machine learning algorithms

    Article • International Journal of Remote Sensing, September 2023, Taylor & Francis

    Professor Ali Mohammadzadeh

  19. Synthetic Aperture Radar (SAR) for Ocean: A Review

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  20. A Rapid Self-Supervised Deep-Learning-Based Method for Post-Earthquake Damage Detection Using UAV Data (Case Study: Sarpol-e Zahab, Iran)

    Article • Remote Sensing, December 2022, MDPI AG

    Professor Ali Mohammadzadeh

  21. Correction: Moghimi et al. Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies. Remote Sens. 2022, 14, 1777

    Article • Remote Sensing, November 2022, MDPI AG

    Professor Ali Mohammadzadeh

  22. FCD-R2U-net: Forest change detection in bi-temporal satellite images using the recurrent residual-based U-net

    Article • Earth Science Informatics, November 2022, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  23. Individual tree detection from unmanned aerial vehicle (UAV) derived point cloud data in a mixed broadleaf forest using hierarchical graph approach

    Article • European Journal of Remote Sensing, October 2022, Taylor & Francis

    Professor Ali Mohammadzadeh

  24. Performance Evaluation of Six Gridded Precipitation Products throughout Iran Using Ground Observations over the Last Two Decades (2000–2020)

    Article • Remote Sensing, August 2022, MDPI AG

    Professor Ali Mohammadzadeh

  25. Linear and Non-Linear Vegetation Trend Analysis throughout Iran Using Two Decades of MODIS NDVI Imagery

    Article • Remote Sensing, August 2022, MDPI AG

    Professor Ali Mohammadzadeh

  26. Tensor-based keypoint detection and switching regression model for relative radiometric normalization of bitemporal multispectral images

    Article • International Journal of Remote Sensing, June 2022, Taylor & Francis

    Professor Ali Mohammadzadeh

  27. Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-to-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies

    Article • Remote Sensing, April 2022, MDPI AG

    Professor Ali Mohammadzadeh

  28. Application of Artificial Neural Networks for Mangrove Mapping Using Multi-Temporal and Multi-Source Remote Sensing Imagery

    Article • Water, January 2022, MDPI AG

    Professor Ali Mohammadzadeh

  29. Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  30. Temperature-Vegetation-soil Moisture-Precipitation Drought Index (TVMPDI); 21-year drought monitoring in Iran using satellite imagery within Google Earth Engine

    Article • Advances in Space Research, December 2021, Elsevier

    Professor Ali Mohammadzadeh

  31. A novel unsupervised forest change detection method based on the integration of a multiresolution singular value decomposition fusion and an edge-aware Markov Random Field algorithm

    Article • International Journal of Remote Sensing, November 2021, Taylor & Francis

    Professor Ali Mohammadzadeh

  32. Satellite-based monitoring of lake Urmia basin health with focus on its ecosystem regulating services by applying total ecosystem health (TEH) model

    Article • International Journal of Environmental Science and Technology, November 2021, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  33. Spatial and Temporal Analysis of Surface Urban Heat Island and Thermal Comfort Using Landsat Satellite Images between 1989 and 2019: A Case Study in Tehran

    Article • Remote Sensing, November 2021, MDPI AG

    Professor Ali Mohammadzadeh

  34. Mangrove Ecosystem Mapping Using Sentinel-1 and Sentinel-2 Satellite Images and Random Forest Algorithm in Google Earth Engine

    Article • Remote Sensing, June 2021, MDPI AG

    Professor Ali Mohammadzadeh

  35. A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images

    Article • IEEE Transactions on Geoscience and Remote Sensing, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  36. Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  37. Clustering-Based Band Selection Using Structural Similarity Index and Entropy for Hyperspectral Image Classification

    Article • Traitement du signal, November 2020, International Information and Engineering Technology Association

    Professor Ali Mohammadzadeh

  38. Application of Google Earth Engine Cloud Computing Platform, Sentinel Imagery, and Neural Networks for Crop Mapping in Canada

    Article • Remote Sensing, October 2020, MDPI AG

    Professor Ali Mohammadzadeh

  39. Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated training samples

    Article • ISPRS Journal of Photogrammetry and Remote Sensing, September 2020, Elsevier

    Professor Ali Mohammadzadeh

  40. A novel unsupervised change detection method from remotely sensed imagery based on an improved thresholding algorithm

    Article • Applied Geomatics, June 2020, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  41. Unsupervised change detection of remotely sensed images from rural areas based on using the hybrid of improved Thresholding techniques and particle swarm optimization

    Article • Earth Science Informatics, April 2020, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  42. Domain adaptation for unsupervised change detection of multisensor multitemporal remote-sensing images

    Article • International Journal of Remote Sensing, January 2020, Taylor & Francis

    Professor Ali Mohammadzadeh

  43. A new hierarchical method for automatic road centerline extraction in urban areas using LIDAR data

    Article • Advances in Space Research, November 2019, Elsevier

    Professor Ali Mohammadzadeh

  44. IRANIAN LAND COVER MAPPING USING LANDSAT-8 IMAGERY AND RANDOM FOREST ALGORITHM

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2019, Copernicus GmbH

    Professor Ali Mohammadzadeh

  45. A novel and automatic framework for producing building damage map using post-event LiDAR data

    Article • International Journal of Disaster Risk Reduction, October 2019, Elsevier

    Professor Ali Mohammadzadeh

  46. Detecting and tracking cars from videos taken from space

    Article • International Journal of Remote Sensing, May 2019, Taylor & Francis

    Remote Sensing researcher S. Ali Ahmadi, Professor Ali Mohammadzadeh

  47. Optimization approach to retrieve soil surface parameters from single-acquisition single-configuration SAR data

    Article • Comptes Rendus Géoscience, March 2019, Cellule MathDoc/CEDRAM

    Professor Ali Mohammadzadeh

  48. An unsupervised feature extraction method based on band correlation clustering for hyperspectral image classification using limited training samples

    Article • Remote Sensing Letters, August 2018, Taylor & Francis

    Professor Ali Mohammadzadeh, Arsalan Ghorbanian

  49. Assessment of the Potential of H/A/Alpha Decomposition for Polarimetric Interferometric SAR Data

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  50. Evaluation of effectiveness of three fuzzy systems and three texture extraction methods for building damage detection from post-event LiDAR data

    Article • International Journal of Digital Earth, October 2017, Taylor & Francis

    Professor Ali Mohammadzadeh

  51. Integrating Thresholding With Level Set Method for Unsupervised Change Detection in Multitemporal SAR Images

    Article • Canadian Journal of Remote Sensing, July 2017, Taylor & Francis

    Professor Ali Mohammadzadeh

  52. An improved fast level set method initialized with a combination of k-means clustering and Otsu thresholding for unsupervised change detection from SAR images

    Article • Arabian Journal of Geosciences, July 2017, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  53. Adaptive Speckle Filtering for Time Series of Polarimetric SAR Images

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  54. A Fuzzy-GA Based Decision Making System for Detecting Damaged Buildings from High-Spatial Resolution Optical Images

    Article • Remote Sensing, April 2017, MDPI AG

    Professor Ali Mohammadzadeh

  55. Building Roof Reconstruction Based on Residue Anomaly Analysis and Shape Descriptors from Lidar and Optical Data

    Article • Photogrammetric Engineering & Remote Sensing, April 2017, American Society for Photogrammetry and Remote Sensing

    Professor Ali Mohammadzadeh

  56. A New Neuro-Fuzzy Approach for Post-earthquake Road Damage Assessment Using GA and SVM Classification from QuickBird Satellite Images

    Article • Journal of the Indian Society of Remote Sensing, March 2017, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  57. A simple method for detecting and tracking vehicles and vessels from high resolution spaceborne videos

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh, Remote Sensing researcher S. Ali Ahmadi

  58. A novel method for urban land cover mapping based on new vegetation indices and texture-spectral information from fused visible and hyperspectral thermal infrared airborne data

    Article • European Journal of Remote Sensing, January 2017, Taylor & Francis

    Professor Ali Mohammadzadeh

  59. Multitemporal multidimensional speckle filtering of PolSAR images

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  60. A Novel Building and Tree Detection Method From LiDAR Data and Aerial Images

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  61. Building Damage Detection Using Object-Based Image Analysis and ANFIS From High-Resolution Image (Case Study: BAM Earthquake, Iran)

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  62. Developing a Spectral-Based Strategy for Urban Object Detection From Airborne Hyperspectral TIR and Visible Data

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  63. Fire Risk Assessment Using Neural Network and Logistic Regression

    Article • Journal of the Indian Society of Remote Sensing, February 2016, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  64. A structure-based region detector for high-resolution retinal fundus image registration

    Article • Biomedical Signal Processing and Control, January 2016, Elsevier

    Professor Ali Mohammadzadeh

  65. Efficiency of artificial neural networks in map of total electron content over Iran

    Article • Acta Geodaetica et Geophysica, October 2015, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  66. Colour retinal fundus image registration by selecting stable extremum points in the scale-invariant feature transform detector

    Article • IET Image Processing, October 2015, the Institution of Engineering and Technology (the IET)

    Zeinab Ghassabi, Professor Ali Mohammadzadeh

  67. A structure-based region detector for retinal image registration

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  68. A Novel Aerosol Load Index Using MODIS Visible Bands: Applied to South-West Part of Iran

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  69. New edge adaptive GIHS-BT-SFIM fusion method and class-based approach investigation

    Article • International Journal of Image and Data Fusion, January 2015, Taylor & Francis

    Professor Ali Mohammadzadeh

  70. A New Developed GIHS-BT-SFIM Fusion Method Based On Edge and Class Data

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, September 2013, Copernicus GmbH

    Professor Ali Mohammadzadeh

  71. UNCERTAIN TRAINING DATA EDITION FOR AUTOMATIC OBJECT-BASED CHANGE MAP EXTRACTION

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, September 2013, Copernicus GmbH

    Professor Ali Mohammadzadeh

  72. USING AEROSOL REFLECTANCE FOR DUST DETECTION

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, September 2013, Copernicus GmbH

    Professor Ali Mohammadzadeh

  73. Assessment of different topographic correction methods in ALOS AVNIR-2 data over a forest area

    Article • International Journal of Digital Earth, September 2013, Taylor & Francis

    Professor Ali Mohammadzadeh

  74. Biomass Estimation of a Temperate Deciduous Forest Using Wavelet Analysis

    Article • IEEE Transactions on Geoscience and Remote Sensing, February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  75. Particle Swarm Optimization of RFM for Georeferencing of Satellite Images

    Article • IEEE Geoscience and Remote Sensing Letters, January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  76. Optimization of multiresolution segmentation by using a genetic algorithm

    Article • Journal of Applied Remote Sensing, October 2012, SPIE

    Professor Ali Mohammadzadeh

  77. Design and implementation of an algorithm for automatic 3D reconstruction of building models using genetic algorithm

    Article • International Journal of Applied Earth Observation and Geoinformation, October 2012, Elsevier

    Professor Ali Mohammadzadeh

  78. A Novel Filtering Algorithm for Bare-Earth Extraction From Airborne Laser Scanning Data Using an Artificial Neural Network

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  79. Spatial and Temporal Analysis of Fires Detected by MODIS Data in Northern Iran From 2001 to 2008

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, March 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  80. road damage assessment after an earthquake

    Article • October 2010, SPIE

    Professor Mohammad Taleai, Professor Ali Mohammadzadeh

  81. Automatic urban building boundary extraction from high resolution aerial images using an innovative model of active contours

    Article • International Journal of Applied Earth Observation and Geoinformation, June 2010, Elsevier

    Professor Ali Mohammadzadeh

  82. A Self-organizing Fuzzy Segmentation (SOFS) Method for Road Detection from High Resolution Satellite Images

    Article • Photogrammetric Engineering & Remote Sensing, January 2010, American Society for Photogrammetry and Remote Sensing

    Professor Ali Mohammadzadeh

  83. Automatic building extraction from LIDAR digital elevation models and WorldView imagery

    Article • Journal of Applied Remote Sensing, December 2009, SPIE

    Professor Ali Mohammadzadeh

  84. Automatic main road extraction from high resolution satellite imageries by means of particle swarm optimization applied to a fuzzy-based mean calculation approach

    Article • Journal of the Indian Society of Remote Sensing, June 2009, Springer Science + Business Media

    Professor Ali Mohammadzadeh

  85. Automatic Main Road Extraction from High Resolution Satellite Imageries by Means of Self-Learning Fuzzy-GA Algorithm

    Article • Journal of Applied Sciences, December 2008, Science Alert

    Professor Ali Mohammadzadeh

  86. Design and implementation of an on-demand feature extraction web service to facilitate development of spatial data infrastructures

    Article • Computers Environment and Urban Systems, September 2008, Elsevier

    Professor Ali Mohammadzadeh

  87. New fusion method applied on IKONOS satellite images of urban and rural areas

    Article • April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ali Mohammadzadeh

  88. The application of advanced space-borne thermal emission and reflection (ASTER) radiometer data in the detection of alteration in the Chadormalu paleocrater, Bafq region, Central Iran

    Article • Journal of Asian Earth Sciences, April 2007, Elsevier

    Professor Ali Mohammadzadeh

  89. Road extraction based on fuzzy logic and mathematical morphology from pan-sharpened ikonos images

    Article • The Photogrammetric Record, March 2006, Wiley

    Professor Ali Mohammadzadeh

  90. The Routinization of Prenatal Testing

    Article • SSRN Electronic Journal, January 2002, Elsevier

    Professor Ali Mohammadzadeh