SGD-SM 2.0

To overcome the disadvantages of previous <strong>SGD-SM 1.0</strong>, we develop an improved seamless global daily soil moisture (<strong>SGD-SM 2.0</strong>) dataset for the years 2002-2022. The main improvements and contributions of <strong>SGD-SM 2.0</strong> are listed as follows: <strong>Compared with SGD-SM 1.0 (from 2013 to 2019), the application scope of SGD-SM 2.0 can be enlarged from 2002 to 2022.</strong> <strong>SGD-SM 2.0 assimilates auxiliary precipitation information, to consider the sudden extreme weather condition.</strong> <strong>SGD-SM 2.0 develops an integrated LSTM-CNN to fill the gaps and missing regions in global daily products.</strong> More Descriptions: <strong>This is An improved seamless global daily soil moisture long-term (2002-2022) dataset.</strong> <strong>These daily products include 7115 global soil moisture NetCDF4 files (Both original and reconstructed data), starting from Jun 23, 2002 to Feb 05, 2022.</strong> <strong>Application Codes: https://github.com/qzhang95/SGD-SM</strong> <strong>Homepage: https://qzhang95.github.io</strong> <strong>Processed by Qiang Zhang ([e-mail])</strong>