Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)

no code implementations • 23 Jun 2023 • Rumi Nakagawa, Mary Chau, John Calzaretta, Trevor Keenan, Puya Vahabi, Alberto Todeschini, Maoya Bassiouni, Yanghui Kang

Prior machine learning studies on upscaling \textit{in situ} GPP to global wall-to-wall maps at sub-daily time steps faced limitations such as lack of input features at higher temporal resolutions and significant missing values.

Feature Importance Time Series