Pearl millet crop biophysical parameter retrieval from space borne polarimetric SAR data using machine learning

D Thulasiraman, D Haldar, S Kumar… - Earth and Space …, 2024 - Wiley Online Library
The potential of single date fully Polarimetric RADARSAT‐2 data in retrieving crop
biophysical parameters using Machine Learning techniques was investigated. Various …

Multi-temporal PolSAR Image Classification Using F-SAE-CNN

J Luo, Y Lv, J Guo - 2022 3rd China International SAR …, 2022 - ieeexplore.ieee.org
Crop classification using polarimetric SAR data is one of the most important applications in
Polarimetric Synthetic Aperture Radar (PolSAR) imagery. Obviously, for crop classification …

Identification of winter canola based on dual-polarized SAR datasets in hilly mountainous areas of southwest China

K Wang, B Yu, X Huang, B Li - Remote Sensing Letters, 2023 - Taylor & Francis
To improve the accuracy of canola identification in the southwest cloudy and foggy
mountains of China, this letter puts forward a group of canola recognition features with the …

Multitemporal polarimetric SAR crop classification method based on tensor representation

XU Lu, Z Hong, W Chao, WU Fan, Z Bo… - Journal of University of …, 2024 - journal.ucas.ac.cn
Multitemporal polarimetric synthetic aperture radar (SAR) provides abundant polarimetric
scattering information, which is of great value to the long-term monitoring of various crop …

基于张量表示的多时相极化 SAR 农作物分类方法

许璐, 张红, 王超, 吴樊, 张波, 汤益先 - **科学院大学学报, 2024 - journal.ucas.ac.cn
多时相极化合成孔径雷达(synthetic aperture radar, SAR) 提供了丰富的极化散射信息,
对不同类型的农作物监测具有重要的应用价值. 为了充分利用多时相极化SAR …

[PDF][PDF] Analysis of Different SAR Polarimetric Decomposition Methods using EOS-04 Polarimetric Data for Urban and Natural Features

S MV, S Ghosh, N Chaubey, S Upadhyay, S Pandey - incaindia.org
The all-weather imaging capability and unique sensitivity towards the geometrical and
structural properties of the object makes Synthetic Aperture Radar (SAR) data best suited for …