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Hamid Ebrahimy
Hamid Ebrahimy
Researcher in Remote sensing and GIS, shahid beheshti university, Tehran, Iran.
Geverifieerd e-mailadres voor sbu.ac.ir
Titel
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Jaar
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 & Geosciences 124, 93-102, 2019
822019
A comparative study of land subsidence susceptibility mapping of Tasuj plane, Iran, using boosted regression tree, random forest and classification and regression tree methods
H Ebrahimy, B Feizizadeh, S Salmani, H Azadi
Environmental Earth Sciences 79, 1-12, 2020
682020
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, 17-27, 2021
392021
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
342021
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
322020
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 Observation and Geoinformation 105 …, 2021
252021
Ocean Remote Sensing Techniques and Applications: A Review (Part I)
M Amani, A Moghimi, SM Mirmazloumi, B Ranjgar, A Ghorbanian, ...
Water 14 (21), 3400, 2022
202022
Remote Sensing Systems for Ocean: A Review (Part 2: Active Systems)
M Amani, F Mohseni, NF Layegh, ME Nazari, F Fatolazadeh, A Salehi, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
132022
Ocean Remote Sensing Techniques and Applications: A Review (Part II)
M Amani, S Mehravar, RM Asiyabi, A Moghimi, A Ghorbanian, SA Ahmadi, ...
Water 14 (21), 3401, 2022
122022
Effectiveness of the integration of data balancing techniques and tree-based ensemble machine learning algorithms for spatially-explicit land cover accuracy prediction
H Ebrahimy, B Mirbagheri, AA Matkan, M Azadbakht
Remote Sensing Applications: Society and Environment 27, 100785, 2022
102022
Utilization of synthetic minority oversampling technique for improving potato yield prediction using remote sensing data and machine learning algorithms with small sample size …
H Ebrahimy, Y Wang, Z Zhang
ISPRS Journal of Photogrammetry and Remote Sensing 201, 12-25, 2023
32023
Integration of Sentinel-1 and Sentinel-2 Data with the G-SMOTE Technique for Boosting Land Cover Classification Accuracy
H Ebrahimy, A Naboureh, B Feizizadeh, J Aryal, O Ghorbanzadeh
Applied Sciences 11 (21), 10309, 2021
32021
Per-pixel accuracy as a weighting criterion for combining ensemble of extreme learning machine classifiers for satellite image classification
H Ebrahimy, Z Zhang
International Journal of Applied Earth Observation and Geoinformation 122 …, 2023
12023
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