Towards an operational system for regional-scale rice yield estimation using a time-series of Radarsat ScanSAR images
Source: International Journal of Remote Sensing, Volume 24, Number 21, 2003 , pp. 4207-4220(14)
Publisher: Taylor and Francis Ltd
Abstract:This paper demonstrates that Radarsat ScanSAR data can be an important data source of radar remote sensing for monitoring crop systems and estimation of rice yield in large areas in tropical and sub-tropical regions. Experiments were carried out to show the effectiveness of Radarsat ScanSAR data for rice yield estimation in the whole province of Guangdong, South China. A methodology was developed to deal with a series of issues in extracting rice information from the ScanSAR data, such as topographic influences, levels of agro-management, irregular distribution of paddy fields and different rice cropping systems. A model was provided for rice yield estimation based on the relationship between the backscatter coefficient of multi-temporal SAR data and the biomass of rice. The study indicates that the whole procedure can become a low-cost and convenient operational system for large-scale rice yield estimation which is difficult for conventional methods.
Document Type: Research article
Publication date: 2003-11-01