DocumentCode :
3690899
Title :
An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring
Author :
S. Paloscia;S. Pettinato;E. Santi;C. Notarnicola;F. Greifeneder;G. Cuozzo;I. Nicolini;B. Demir;L. Bruzzone
Author_Institution :
IFAC-CNR, Florence (Italy)
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
4137
Lastpage :
4140
Abstract :
This research aims at analyzing the integration of C and X band data collected from Radarsat2 (RS2) and COSMO-SkyMed (CSK) systems on some test areas in Italy, in order to estimate the main geophysical parameters of soil and vegetation, such as soil moisture and vegetation biomass. A check of the sensitivity of SAR signal to the soil parameters was first carried out on both test sites. Over the South-Tyrol area a retrieval approach based on the Support Vector Regression methodology, which was already tested in this area using C-band data from ENVISAT/ASAR data, was carried out. From these preliminary results it can be concluded that X-band images combined with C-band images could provide valuable information for the retrieval of SMC, even though further investigations should be carried out on a larger time-series and larger set of samples.
Keywords :
"Agriculture","Soil moisture","Synthetic aperture radar","Vegetation mapping","Monitoring","Sensitivity"
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
ISSN :
2153-6996
Electronic_ISBN :
2153-7003
Type :
conf
DOI :
10.1109/IGARSS.2015.7326736
Filename :
7326736
Link To Document :
بازگشت