Title :
Observing and Modeling Multifrequency Scattering of Maize During the Whole Growth Cycle
Author :
Della Vecchia, Andrea ; Ferrazzoli, Paolo ; Guerriero, Leila ; Ninivaggi, Luca ; Strozzi, Tazio ; Wegmüller, Urs
Author_Institution :
Dept. of Comput. Sci., Tor Vergata Univ., Rome
Abstract :
The objective of this paper is to carry out a systematic investigation about the sensitivity of radar to maize crop growth and soil moisture by considering a wide range of frequencies and angles and all linear polarizations. We show the results of a correlation study carried out on the data collected on a maize field at Suberg, in the Swiss region named Central Plain, by the multifrequency RAdio ScAtteroMeter (RASAM). This agricultural field was monitored over a long period of time at a wide range of frequencies and observation angles so that the correlation between the backscattering and crop height and the biomass and soil moisture was studied under several plant and observation conditions. Moreover, we describe some recent refinements applied to the vegetation scattering model developed at Tor Vergata University, Rome, Italy, and we evaluate the accuracy of extended comparisons between model outputs and RASAM signatures. The Tor Vergata model is finally applied to give a theoretical basis to the experimental correlation findings.
Keywords :
crops; moisture; soil; vegetation mapping; Central Plain; RASAM; RAdio ScAtteroMeter; Suberg; Swiss region; Switzerland; Tor Vergata model; agricultural field; backscattering; biomass; crop height; maize crop growth; plant; soil moisture; vegetation scattering model; Backscatter; Biomass; Condition monitoring; Crops; Frequency; Plants (biology); Polarization; Radar measurements; Radar scattering; Soil moisture; Biomass; crops; modeling; radar; soil moisture;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2008.2001885