Saeid Homayouni

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

Mohammadreza Sheykhmousa, Masoud Mahdianpari, Hamid Ghanbari et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 1.1K citations · Full text

Computing, Earth Sciences, Feature Engineering +15

Urban Land Use and Land Cover Change Analysis Using Random Forest Classification of Landsat Time Series

Saeid B. Amini, Mohsen Saber, Hamidreza Rabiei‐Dastjerdi et al. · Remote Sensing · 2022 · 318 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

The First Wetland Inventory Map of Newfoundland at a Spatial Resolution of 10 m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

Masoud Mahdianpari, Bahram Salehi, Fariba Mohammadimanesh et al. · Remote Sensing · 2018 · 308 citations · Full text

Natural Sciences, Earth Sciences, Ecology +13

The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms

Heather McNairn, Thomas J. Jackson, Grant Wiseman et al. · IEEE Transactions on Geoscience and Remote Sensing · 2014 · 278 citations

Natural Sciences, Earth Sciences, Soil Sciences +15

RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring

Grant Wiseman, Heather McNairn, Saeid Homayouni et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 236 citations

Agriculture, Agronomy, Crop Sciences +13