Solvent Extraction is the Workhorse
After leaching, producers typically use solvent extraction to separate individual rare earth elements from a mixed rare earth solution. This is the most technically and capital intensive part of the chain.
A widely cited technical review notes that commercial rare earth separation can require very large numbers of mixer-settler stages and discusses common extractants and flowsheets.
How Cerium is Handled in Separation
Cerium is somewhat special because it can exist in both Ce(III) and Ce(IV) states. In many flowsheets, that redox behavior can be used to selectively manage cerium relative to adjacent light rare earths. Even when cerium is not the "target," plants must still decide:
- • do we separate cerium into a saleable cerium product early?
- • do we keep cerium in a mixed stream?
- • do we convert it into an intermediate (carbonate) and separate later?
Those decisions directly affect product purity, yields, and the amount of capital tied up in separation circuits.
Why the Separation Stage is Strategically Sensitive
Because separation is the choke point, governments sometimes treat separation know-how as strategic. USGS has noted restrictions applied to items including rare earth extraction and separation technology (among other rare earth-related technologies).