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physical-drivers

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JoanaR / multi-mode-CNN-pytorch

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A PyTorch implementation of the Multi-Mode CNN to reconstruct Chlorophyll-a time series in the global ocean from oceanic and atmospheric physical drivers

deep-learning time-series climate regression pytorch oceanography remote-sensing convolutional-neural-networks satellite-data earth-observation interpretability attention-mechanisms phytoplankton ocean-color chlorophyll-a marine-science global-scale biogeochemical-regions physical-drivers seasonal-interannual-timescale
  • Updated May 18, 2023
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