Title :
Tracking crop phenological development of spring wheat using synthetic aperture radar (SAR) in northern Ontario, Canada
Author :
Jiali Shang ; Xianfeng Jiao ; McNairn, Heather ; Kovacs, J. ; Walters, Dan ; Baoluo Ma ; Xiaoyuan Geng
Author_Institution :
Agric. & Agri-Food Canada, Ottawa, ON, Canada
Abstract :
Information on crop phenological state such as flowering, maturing, drying, senescence, and harvesting is essential for crop production surveillance and yield prediction. Earth Observation data provide an important information source for monitoring crop development at various spatial scales. Crop phenological changes have long been related to optical spectral signatures such as the normalized difference vegetation index (NDVI) and spectral shifts in red-edge. In recent years, more efforts have been made to explore the sensitivity of synthetic aperture radar (SAR) to crop biophysical parameters. As an experiment, this study investigates the signal response (polarization and decomposition) of C-band SAR to spring wheat development in northern Ontario, Canada. Significant relationships were found between the SAR intensity (HH, HV) and crop height. R2 values of 0.83 and 0.87 were achieved between crop height and the HH and HV polarization modes, respectively. An even higher correlation was found between the SAR decomposition parameter (Alpha angle) and crop height with an R2 of 0.93. The close relationship between crop height and SAR response offers a viable means for using SAR to track crop growth.
Keywords :
crops; synthetic aperture radar; Earth observation data; HV polarization modes; NDVI; SAR intensity; alpha angle; crop growth; crop height; crop production surveillance; decomposition; information source; normalized difference vegetation index; optical spectral signatures; polarization modes; red-edge; signal response; spectral shifts; spring wheat; synthetic aperture radar; tracking crop phenological development; yield prediction; Anisotropic magnetoresistance; Entropy; Monitoring; Optical imaging; Optical sensors; C-band; SAR; crop phenology; multi-temporal;
Conference_Titel :
Agro-Geoinformatics (Agro-Geoinformatics), 2013 Second International Conference on
Conference_Location :
Fairfax, VA
DOI :
10.1109/Argo-Geoinformatics.2013.6621975