Title :
The phenology of an agricultural region as expressed by polarimetric decomposition and vegetation indices
Author :
Engelbrecht, Julia ; Kemp, John ; Inggs, Michael
Author_Institution :
Council for Geosci., Bellville, South Africa
Abstract :
The monitoring of vegetation biophysical characteristics in agricultural regions has traditionally been achieved using visible and infrared data. However, limitations to long-term monitoring are associated with cloud-cover. In this paper we consider the use of fully polarimetric SAR data and H-A-α decomposition to characterize the link between the different phenological stages of crops and the change in their scattering behaviour over time. The results demonstrated that the analysis of scattering mechanisms observed on fully polarimetric data can provide information regarding the peak of the growing season, the time-frame associated with harvesting and the monitoring of regrowth of crops. Additionally, changes in the roughness conditions of soils associated with harvesting, tilling and planting was observed. This suggests that polarimetric data is complementary to traditional vegetation indices derived from visible and near infrared sensors.
Keywords :
phenology; radar polarimetry; remote sensing by radar; sensors; soil; synthetic aperture radar; vegetation; vegetation mapping; H-A-alpha decomposition; agricultural regions; cloud-cover; crop regrowth; fully polarimetric SAR data; growing season; harvesting; infrared data; near infrared sensors; phenological stages; planting; polarimetric data; polarimetric decomposition; scattering behaviour; scattering mechanisms; soil roughness conditions; tilling; vegetation biophysical characteristics monitoring; vegetation indices; visible data; visible sensors; Agriculture; Entropy; Monitoring; Rough surfaces; Scattering; Surface roughness; Vegetation mapping; Agricultural monitoring; Polarimetric decomposition; Polarimetry; vegetation phenology;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723543