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Original Articles

Using the vegetation temperature condition index for time series drought occurrence monitoring in the Guanzhong Plain, PR China

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Pages 5133-5144 | Received 01 Dec 2006, Accepted 04 Dec 2007, Published online: 04 Dec 2010

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N.T. Son, C.F. Chen, C.R. Chen, L.Y. Chang & V.Q. Minh. (2012) Monitoring agricultural drought in the Lower Mekong Basin using MODIS NDVI and land surface temperature data. International Journal of Applied Earth Observation and Geoinformation 18, pages 417-427.
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Chi-Farn Chen, Nguyen-Thanh Son, Li-Yu Chang & Cheng-Cru Chen. (2011) Monitoring of soil moisture variability in relation to rice cropping systems in the Vietnamese Mekong Delta using MODIS data. Applied Geography 31:2, pages 463-475.
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