Title :
Retrieval of wheat biomass from multitemporal dual polarised SAR observations
Author :
Giuseppe Satalino;Anna Balenzano;Francesco Mattia;Michele Rinaldi;Carmen Maddaluno;Giovanni Annicchiarico
Author_Institution :
Consiglio Nazionale delle Ricerche (CNR), Istituto di Studi sui Sistemi Intelligenti per l´Automazione (ISSIA), via Amendola 122/D, Bari, 70126, Italy
fDate :
7/1/2015 12:00:00 AM
Abstract :
The objective of this work is to assess the retrieval of above ground dry biomass (ABG) of wheat fields from dual polarized X- and C-band SAR data. A linear regression between the ratio of cross- and co-polarized backscatter (i.e. PQ/PP) and AGB measured during three past (i.e. the TerraSARSIM´03, AgriSAR´06, COSMOLAND´10-11) and one ongoing campaign over the Apulian Tavoliere has been sought and then validated. Results indicate that both at C- and X-band AGB is well correlated with the PQ/PP ratio up to a AGB value of approximately 3 kg/m2; the estimated AGB error is approximately 0.6 kg/m2. Based on the obtained regression functions, AGB maps of the Apulian Tavoliere have been derived from COSMO-SkyMed Ping Pong and Sentinel-1A IW images. The relationship between the observed AGB spatial patterns are in agreement with the spatial distribution of soil fertility and, with some exceptions due to late drought conditions, with wheat grain yield productivity.
Keywords :
"Agriculture","Remote sensing","Monitoring","Soil","Extraterrestrial measurements","Calibration","Regression analysis"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7327004