Intra-Annual NDVI Time-Series Reconstruction by Combining EEMD and Breakpoint Analysis – Application to Godoria Mangrove Ecosystem

 

 

 

Pixel 1 vs Pixel 2 : Time series without Missing NDVI value

1. Inter annual NDVI variation from Landsat 5/7/8/9 (30 m) over the period 1984-2023. (b) mean monthly NDVI variation.

  

 

1. Seasonally Decomposed Missing Value Imputation [Pixel 1] 

• (R. B. Cleveland, W. S. Cleveland, J.E. McRae, and I. Terpenning (1990) STL: A Seasonal-Trend Decomposition Procedure Based on Loess. Journal of Official Statistics, 6, 3–73.)

 

 

1. Reconstructing NDVI Time-Series Based on EEMD and BreakPoint on C internnual component.

 

 

   2.5 %        breakpoints      97.5 %

1   1992(9)    1992(12)          1993(2)

2   1998(10)   1998(12)         2001(6)

3   2006(10)   2006(11)         2007(2)

4 2013(8)       2013(9)          2015(5)

 

 

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