Cui Xuesen, Yang Shenglong, Wu Yumei, Dai Yang, Fan Xiumei. Structural detail-reserving method of sampling and reconstruction of remote sensing SST image[J]. Journal of Image and Graphics, 2013, 18(11): 1497-1503. DOI: 10.11834/jig.20131114.
In order to reconstruct high-resolution images of sea surface temperature (SST) preserving the structural details using less amount of data
ridge and valley lines of SST
ridge lines of SST gradient and ridge lines of residual image were sampled. Combined with the land boundary and rectangle domain edges
the sampled points were set as boundary conditions.By the 9-point difference scheme of the Laplace equation
all nodes were calculated using finite-difference iterative method and the SST field was reconstructed. As a test
the SST image of level 3 MODIS product covering East China Sea and West Pacific in May 2012 was resampled and reconstructed. The result showed that the maximum absolute error between the retrieved image and the original one is less than 0.396 0 ℃. The reconstructed contours fit well with the original ones in the overlapped picture. It showed that the method for SST field reconstruction is feasible.