A machine learning framework for sea surface salinity prediction at daily and hourly scales

lstm_vmd_parallel_sss.pyPython script implementing an LSTM model combined with Variational Mode Decomposition (VMD) for predicting sea-surface salinity (SSS). salt_actual_preds_2020.ncNetCDF file containing actual and LSTM-predicted daily sea-surface salinity over the Bay of Bengal for the year 2020. Obs_mooring_data_17.8n89.5e.csvIn-situ mooring measurements of sea-surface salinity recorded at 17.8° N, 89.5° E from January to May 2020. sss_predictions_mooring_may2020.csvHourly predictions of sea-surface salinity from lstm model at 17.8° N, 89.5° E for May 2020.