Spectroscopic techniques, such as UV-Vis spectroscopy and Electron Paramagnetic Resonance (EPR), are essential tools in studying LFT. These techniques provide information on the electronic transitions within the d-orbitals and the geometric arrangement of the ligands. This data helps in characterizing the electronic structure of the catalyst, which is vital for understanding its catalytic performance.