Domain Knowledge Integration for Causality Analysis of Carbon-Cycle Variables


Violeta Teodora Trifunov1,2, Maha Shadaydeh3, Joachim Denzler3,4, Jakob Runge5, Veronika Eyring6,7 and Markus Reichstein4,8, (1)Friedrich Schiller University of Jena, Mathematics and Informatics, Jena, Germany, (2)German Aerospace Center (DLR), Jena, Germany, (3)Friedrich Schiller University of Jena, Jena, Germany, (4)Michael-Stifel-Center Jena for Data-driven and Simulation Science, Jena, Germany, (5)German Aerospace Center DLR Jena, Institute of Data Science, Jena, Germany, (6)German Aerospace Center DLR Oberpfaffenhofen, Institute of Atmospheric Physics, Oberpfaffenhofen, Germany, (7)University of Bremen, Institute of Environmental Physics, Bremen, Germany, (8)Max Planck Institute for Biogeochemistry, Jena, Germany