| Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI H Aghighi, M Azadbakht, D Ashourloo, HS Shahrabi, S Radiom IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 148 | 2018 |
| Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed pixels H Ebrahimy, M Azadbakht Computers and Geosciences 124 (2019), 93-102, 2019 | 82 | 2019 |
| Wheat leaf rust detection at canopy scale under different LAI levels using machine learning techniques M Azadbakht, D Ashourloo, H Aghighi, S Radiom, A Alimohammadi Computers and Electronics in Agriculture 156 (2019), 119-128, 2019 | 80 | 2019 |
| Automatic canola mapping using time series of Sentinel 2 images D Ashourloo, S Hamid S, M Azadbakht, H Aghighia, H Nematollahi, ... ISPRS Journal of Photogrammetry and Remote Sensing 156 (2019), 63-76, 2019 | 75 | 2019 |
| Per-pixel land cover accuracy prediction: A random forest-based method with limited reference sample data H Ebrahimy, B Mirbagheri, AA Matkan, M Azadbakht ISPRS Journal of Photogrammetry and Remote Sensing 172 (February 2021), 17-27, 2021 | 39 | 2021 |
| A novel method for automatic potato mapping using time series of Sentinel-2 images D Ashourloo, HS Shahrabi, M Azadbakht, A Moeini Rad, H Aghighi, ... Computers and Electronics in Agriculture 175 (2020), 105583, 2020 | 37 | 2020 |
| A novel method for automatic potato mapping using time series of Sentinel-2 images D Ashourloo, HS Shahrabi, M Azadbakht, A Moeini Rad, H Aghighi, ... Computers and Electronics in Agriculture 175 (2020), 105583, 0 | 37* | |
| Synergy of sampling techniques and ensemble classifiers for classification of urban environments using full-waveform LiDAR data M Azadbakht, CS Fraser, K Khoshelham International Journal of Applied Earth Observation and Geoinformation 73 …, 2018 | 36 | 2018 |
| Downscaling MODIS land surface temperature product using an adaptive random forest regression method and Google Earth Engine for a 19-years spatiotemporal trend analysis over Iran H Ebrahimy, H Aghighi, M Azadbakht, M Amani, S Mahdavi, AA Matkan IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 33 | 2021 |
| A Sparsity-Based Regularization Approach for Deconvolution of Full-Waveform Airborne Lidar Data M Azadbakht, CS Fraser, K Khoshelham Remote Sensing 8 (8), 1-26, 2016 | 33 | 2016 |
| RUESVMs: An Ensemble Method to Handle the Class Imbalance Problem in Land Cover Mapping Using Google Earth Engine A Naboureh, H Ebrahimy, M Azadbakht, J Bian, M Amani Remote Sensing 12 (21), 3484, 2020 | 32 | 2020 |
| Assessing the effects of irrigated agricultural expansions on Lake Urmia using multi-decadal Landsat imagery and a sample migration technique within Google Earth Engine A Naboureh, A Li, H Ebrahimy, J Bian, M Azadbakht, M Amani, G Lei, ... International Journal of Applied Earth Observations and Geoinformation 105 …, 2021 | 25 | 2021 |
| Spatiotemporal analysis of land surface temperature using multi-temporal and multi-sensor image fusion techniques K Ezimand, M Chahardoli, M Azadbakht, AA Matkan Sustainable Cities and Society 64 (2021), 102508, 2020 | 25 | 2020 |
| Analyzing the effects of 2D and 3D urban structures on LST changes using remotely sensed data K Ezimand, M Azadbakht, H Aghighi Sustainable Cities and Society 74, 103216, 2021 | 21 | 2021 |
| A Novel Automatic Method for Alfalfa Mapping Using Time Series of Landsat-8 OLI Data D Ashourloo, HS Shahrabi, M Azadbakht, H Aghighi, AA Matkan, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 21 | 2018 |
| A SIGNAL DENOISING METHOD FOR FULL-WAVEFORM LIDAR DATA M Azadbakht, C Fraser, C Zhang, J Leach ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2013 | 20 | 2013 |
| A new phenology-based method for mapping wheat and barley using time-series of Sentinel-2 images D Ashourloo, H Nematollahi, A Huete, H Aghighi, M Azadbakht, H Salehi, ... Remote Sensing of Environment 280 (2022), 113206, 2022 | 18 | 2022 |
| Improved urban scene classification using full-waveform LiDAR M Azadbakht, CS Fraser, K Khoshelham Photogrammetric Engineering & Remote Sensing 82 (12), 973-980, 2016 | 18 | 2016 |
| Land cover mapping of urban environments using multispectral LiDAR data under data imbalance F Ghaseminik, H Aghamohammadi, M Azadbakht Remote Sensing Applications: Society and Environment 21 (January 2021), 100449, 2021 | 17 | 2021 |
| Estimation, modeling, and prediction of land subsidence using Sentinel-1 time series in Tehran-Shahriar plain: A machine learning-based investigation Z Azarakhsh, M Azadbakht, A Matkan Remote Sensing Applications: Society and Environment 25 (January 2022), 100691, 2022 | 15 | 2022 |
Hossein AghighiFaculty member of The Center for Remote Sensing and Geographic Information System Research , ShahidVerified email at sbu.ac.ir
