Here's how it works:
* Deficient: An adjective describing a lack of something.
* Deficiency: The state or quality of being deficient.
For example:
* Sentence with adjective: "The soil is deficient in nutrients."
* Sentence with abstract noun: "The soil has a deficiency in nutrients."