Title :
COSMO-SkyMed® for crops monitoring
Author :
Guarini, Rocchina ; Segalini, Federica ; Notarnicola, Claudia ; Vuolo, Francesco ; Dini, Luigi
Author_Institution :
Italian Space Agency, Matera, Italy
Abstract :
The COSMO-SkyMed® X-band SAR satellites constellation, due to its capability to acquire dense temporal data series at very high to high ground resolution and in co and cross-polarizations, is a promising system for crops monitoring and management. Its use, in combination with other SAR and optical systems in a virtual constellation, can result in a very effective tool for agricultural practice monitoring, management and control. This work intends to show a preliminary analysis of a dataset of COSMO-SkyMed® products acquired at HH, VV and VH polarizations over the Marchfeld agricultural area in Austria. The analysis has been carried out at a regional scale by taking into consideration the temporal behavior of two different clusters of vegetation macro-classes distinct for their different Normalized Differential Vegetation Index (NDVI) temporal signatures. Preliminary results show a significant correlation of the NDVI values with the COSMO-SkyMed® HH backscattering coefficients for both the clusters of classes as well as a significant one with VV backscattering coefficients for NDVI values lower than 0.7.
Keywords :
geophysical techniques; remote sensing by radar; vegetation; Austria; COSMO-SkyMed HH backscattering coefficients; COSMO-SkyMed X-band SAR satellite constellation; COSMO-SkyMed products dataset; HH polarization; Marchfeld agricultural area; NDVI temporal signatures; NDVI values; Normalized Differential Vegetation Index; VH polarization; VV polarization; crops monitoring; dense temporal data series; optical systems; virtual constellation; Agriculture; Backscatter; Monitoring; Optical sensors; Remote sensing; Synthetic aperture radar; Vegetation mapping; COSMO-SkyMed® (CSK®); NDVI; SAR (Synthetic Aperture Radar); X-band; crops;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6946536