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Abstract: Uncovering the Impact of Soil Moisture Patterns on Nitrate Transport at the Catchment Scale Using Explainable AI (AGU25)

Uncovering the Impact of Soil Moisture Patterns on Nitrate Transport at the Catchment Scale Using Explainable AI

Felipe Saavedra1,2, Noemi Vergopolan3, Andreas Musolff4, Ralf Merz5, Carolin Winter6, Zhenyu Wang2 and Larisa Tarasova7, (1)Martin Luther University of Halle-Wittenberg, Halle, Germany, (2)Helmholtz Centre for Environmental Research UFZ Halle, Catchment Hydrology, Halle, Germany, (3)Rice University, Earth, Environmental and Planetary Sciences, Houston, United States, (4)Helmholtz Centre for Environmental Research UFZ Leipzig, Hydrogeology, Leipzig, Germany, (5)Helmholtz Centre for Environmental Research UFZ, Catchment Hydrology, Halle, Germany, (6)University of Freiburg, Chair of Environmental Hydrological Systems, Freiburg, Germany, (7)Helmholtz Centre for Environmental Research - UFZ, Catchment Hydrology, Halle (Saale), Germany