Title :
Near real-time assessment of rice crop damage in the Cambodian floodplain using MODIS time-series images
Author :
Youngjoo Kwak ; Shrestha, Badri Bhakta ; Yorozuya, Atsuhiro ; Sawano, Hisaya
Author_Institution :
Int. Centre for Water Hazard & Risk Manage. (ICHARM) under the auspices of UNESCO, Public Works Res. Inst. (PWRI), Tsukuba, Japan
Abstract :
The objective of this study is to estimate the spatial distribution of rice crop damage all over the Cambodia during rainy season from July to November. The combined data consisting of MODIS, land use and DEM are expected to play an important role in emergency response efforts for high-risk flood areas in the Cambodian floodplain. The integrated GIS-based approach is applied to detect and monitor floodwater area with flood depth and duration for near real-time rice crop damage in the flood-prone by using MODIS time series in 2011. The rice crop damage map shows areas of different levels indicated to flood duration and floodwater depth; 50% (8 days, over 1.5 m) and 100% (16 days, over 1.5 m) damage. The proposed map was validated to largely consistent (91.6%) with the government census based on field scale investigation and survey.
Keywords :
crops; digital elevation models; land use; remote sensing; time series; AD 2011; Cambodian floodplain; DEM data; MODIS time series images; emergency response; high risk flood areas; land use; rainy season; rice crop damage real time assessment; Agriculture; Floods; MODIS; Real-time systems; Rivers; Spatial resolution; Cambodian floodplain; MODIS; flood detection; integrated GIS; rice-crop damage;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947641