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Mohsen Azadbakht
Tytuł
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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
1442018
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
822019
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
772019
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
702019
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
392021
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
362018
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
332020
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
33*
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
322021
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
322016
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
302020
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
252021
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
252020
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
212021
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
202018
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
192013
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
172021
Improved urban scene classification using full-waveform LiDAR
M Azadbakht, CS Fraser, K Khoshelham
Photogrammetric Engineering & Remote Sensing 82 (12), 973-980, 2016
172016
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
162022
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
152022
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