Ice water fraction (IWF) dataset from July 1983 to December 2009 reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme

The dataset consists of Ice water fraction (IWF) data from July 1983 to December 2009, reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme and datasets such as ISCCP, CloudSat, and ERA5, aiming to obtain more accurate historical cloud water information. It includes the reconstructed IWF as well as the IWF from CloudSat and ISCCP for comparison, with a resolution consistent with the ISCCP-D2 product. Note: The latitudes and longitudes in the dataset are the original coordinates extracted from the ISCCP-D2 product, without any further processing.