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Development of a Remote Sensing-Based “Boro” Rice Mapping System
AbstractRice is one of the staple foods across the world, thus information about its production is essential for ensuring food security. Here, our objective was to develop a method for mapping “boro” rice (i.e., cultivated during the months January to May) in a Bangladeshi context. In this paper, we used a Moderate Resolution Imaging Spectroradiometer (MODIS)-derived 16-day composite of normalized difference vegetation index (NDVI) at 250 m spatial resolution in conjunction with ancillary datasets (i.e., land use map, crop calendar, and ground-based rice production information) during the period 2007–2012. The proposed method consisted of three procedures: (i) ISODATA clustering and determining the boro rice signatures in temporal dimension using data from the period 2007–2009; (ii) formulating a mathematical model for extracting the boro rice areas using data from the period 2007–2009; and (iii) model calibration using data from the period 2007–2009 and its validation using data from the period 2010–2012. The implementation of the abovementioned procedures revealed reasonable agreements between the model (i.e., MODIS-based) and ground-based estimates of boro rice area at both country (i.e., percentage error in the range −0.83–1.42%) and district levels (i.e., r2 in the range 0.69–0.89) during the period 2010–2012. Our proposed method demonstrated its effectiveness in mapping rice system at the regional/country scale.
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Mosleh, M.K.; Hassan, Q.K. Development of a Remote Sensing-Based “Boro” Rice Mapping System. Remote Sens. 2014, 6, 1938-1953.View more citation formats
Mosleh MK, Hassan QK. Development of a Remote Sensing-Based “Boro” Rice Mapping System. Remote Sensing. 2014; 6(3):1938-1953.Chicago/Turabian Style
Mosleh, Mostafa K.; Hassan, Quazi K. 2014. "Development of a Remote Sensing-Based “Boro” Rice Mapping System." Remote Sens. 6, no. 3: 1938-1953.