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Sea Surface Salinity Forecast in the Tropical Pacific Ocean during ENSO Events

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DataCite Commons2022-07-07 更新2024-08-18 收录
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https://figshare.com/articles/dataset/Sea_Surface_Salinity_Forecast_in_the_Tropical_Pacific_Ocean_during_ENSO_Events/20180825/1
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资源简介:
<strong>1. Sea surface salinity training dataset </strong> Source: European Space Agency Area: 100~180°W, 11°S~11°N (Eastern Tropical Pacific Ocean ) Period: 2010~2014 Quantity: 1748 samples File Format: NPY Spatial resolution: 50 km (112*312 grids) Note:The training dataset are rescaled from [30.8, 36.9] to [−1, 1] pss. <strong>2. Sea surface salinity test dataset</strong> Source: European Space Agency Period: 2015, 03, 02~2019,12,31, daily Quantity: 1762 samples Note: The test dataset maintains the original data range to validate the DNN forecast results File Format: NPY <strong>3. DNN forecast dataset</strong> Source: forecast by DNN model Period: 2015, 03, 02~2019,12,31, daily Quantity: 1762 samples File Format: NPY
提供机构:
figshare
创建时间:
2022-06-29
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