After months of attempts, we parameterized ozone production rates based on measurable compounds by satellites without relying on HCHO/NO2. An L2-regularized DNN makes this isopleth, providing PO3 and the sensitivities for various envs (NOx-sensitive, VOC-sensitive, light-limited, water-limited, ..).
over 1 year ago