CNN-based inversion of chlorophyll-a in the Bohai Sea with spatio-temporal variation characterization of driving forces
Zhaoyang Li,
Yan Xue
Abstract:With the strategy of Marine potestatem gradually promoting, satellite remote sensing technology has been widely used in chlorophyll-a concentration inversion and evaluation because of its advantages of large range and long time series. In this paper, using the data of GOCI with high temporal and spatial resolution and taking the fluorescence line height (FLH) as a sensitive factor, the chlorophyll-a concentration in Bohai Sea is inversed by CNN convolutional neural network, analyzing its temporal and spatial d… Show more
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