Title :
Agricultural monitoring with polarimetric SAR time series
Author :
Alonso-Gonzalez, Alberto ; Jagdhuber, Thomas ; Hajnsek, Irena
Author_Institution :
Microwaves and Radar Institute, German Aerospace Center (DLR)
Abstract :
This paper describes the monitoring of agricultural crops and their evolution with Polarimetric Synthetic Aperture Radar (PolSAR) time series. SAR polarimetry is very useful for this task due to its sensitivity to the plant structure. A polarimetric change analysis is proposed in order to detect and characterize the observed differences between two acquisitions. This analysis is able to determine the types of scattering that increase or decrease among acquisitions, which allows a better interpretation of the change. Then, the proposed technique is evaluated with the AgriSAR 2006 dataset in order to verify the results and compare them with the ground measurements.
Keywords :
Agriculture; Image color analysis; Radar polarimetry; Scattering; Synthetic aperture radar; Time series analysis; Vegetation mapping;
Conference_Titel :
Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 2015 8th International Workshop on the
Conference_Location :
Annecy, France
DOI :
10.1109/Multi-Temp.2015.7245798