SGD-SM 2.0

<p>To overcome the disadvantages of previous <strong><a href="https://essd.copernicus.org/articles/13/1385/2021/">SGD-SM 1.0</a></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:</p> <ul> <li><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></li> <li><strong>SGD-SM 2.0 assimilates auxiliary precipitation information, to consider the sudden extreme weather condition.</strong></li> <li><strong>SGD-SM 2.0 develops an integrated LSTM-CNN to fill the gaps and missing regions in global daily products.</strong></li> </ul> <p>More Descriptions:</p> <ul> <li><strong>This is An improved seamless global daily soil moisture long-term (2002-2022) dataset.</strong></li> <li><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></li> <li><strong>Application&nbsp;Codes:&nbsp;<a href="https://github.com/qzhang95/SGD-SM">https://github.com/qzhang95/SGD-SM</a></strong></li> <li><strong>Homepage: <a href="https://qzhang95.github.io">https://qzhang95.github.io</a></strong></li> <li><strong>Processed by Qiang Zhang (qzhang95@dlmu.edu.cn)</strong></li> </ul>