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干 supplies the sound — gān shifting to hàn via the well-attested g/h alternation, plus tone change.
干 also doubles as a meaning hint here:
干 itself means 'dry,' so
旱 reads as 'sun + dry' — a dry sunbaked land. Same phonetic in
汗 sweat,
杆 pole.