Title :
Supporting precision agriculture with dual-polarimetric TerraSAR-X - yield prediction and identification of in-field variations to generate fertilizer prescription maps
Author :
Dhar, Tishampati ; Menges, Carl ; Gray, Doug ; Douglas, John ; Wilksch, Leighton
Author_Institution :
Apogee Imaging Int., Lobethal, SA, Australia
Abstract :
This paper presents studies carried out over 2 growing season in South Australia to evaluate the suitability of TerrSAR-X dual-polarimetric imagery for crop growth monitoring and yield prediction. End of season crops were observed in 2008 and significant correlation with yield was noted. Mid-season crops were observed in 2009 and due to the lower biomass no significant in field trends were observed in the SAR when compared with concurrently acquired ground NDVI sensor and multispectral optical data. Separability between different crop types is evident in both studies, but crop biomass has to be significant for any in-field variations to be apparent.
Keywords :
crops; geophysical techniques; radar polarimetry; remote sensing by radar; synthetic aperture radar; vegetation mapping; AD 2008; AD 2009; NDVI sensor; South Australia; TerrSAR-X dual-polarimetric imagery; crop biomass; crop growth monitoring; crop yield prediction; fertilizer prescription maps; in-field variations; multispectral optical data; precision agriculture; synthetic aperture radar; Crop Yield; Dual-polarimetry; Entropy/Alpha; TerraSAR-X;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5650531
