desert has 4 distinct synonyms spread across 2 of its 5 senses. Each sense below keeps its own list, because a synonym belongs to a meaning and not to a word: swapping one sense's substitute into another sense's sentence is how a thesaurus makes writing worse. WordNet records no antonym for it — antonymy is a relation between word forms rather than concepts, so it is deliberately sparse.
Counts are distinct word forms across every sense. A synonym that appears under three senses is counted once here and shown three times below, under each sense it belongs to.
leave behind
“the students deserted the campus after the end of exam period”
arid land with little or no vegetation
(usually plural) a person's deservingness of or entitlement to reward or punishment
Synonyms, antonyms and the broader and narrower relations for desert come from Princeton University’s WordNet. Full sources and licences.