Training and Testing Data, Associated Code, and WRF Code for ML-based nonhydrostatic alternative scheme in dynamical core of atmosphere

<p>Data and codes for a nonhydrostatic alternative scheme (NAS) in dynamical core of atmosphere based on machine learning.</p> <p>In this new version, the&nbsp;randomly sampled&nbsp;training data samples testing data samples from nonhydrostatic simulations in WRF baraclinic wave test&nbsp;are provided. They are processed&nbsp;into a new data structure, which can be directly utilized in training and testing.&nbsp;</p> <p>Follow the instructions in README.txt and download the training and testing data, and the associated codes.</p> <p>Here we provide 3 parts of data and codes:</p> <p>1, Training and testing data from WRF;</p> <p>2, Training and testing codes for two machine learning emulators:&nbsp;machine learning and neural network</p> <p>3, WRF application.</p>