How is most knowledge of Hipparchus’s lost work preserved?

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Most of the original writings of the Greek astronomer Hipparchus have not survived, leaving only one of his works in existence. Consequently, our knowledge of his lost scientific contributions relies primarily on second-hand reports and citations from later ancient authors.12

The most significant source for his astronomical work is the Almagest, a comprehensive compendium written by the astronomer Ptolemy in the 2nd century CE. Historians often look to Ptolemy’s own star catalog as a likely derivation of Hipparchus’s lost catalog, adjusted for precessional motion.12

Other ancient writers also provide critical, though often fragmentary, evidence of his work:
* The geographer Strabo preserved quotes from Hipparchus’s writings on geography.2
* Pliny the Elder documented Hipparchus’s creation of a star catalog.2
* Later astrological texts occasionally cite him as an authority on the correspondences between constellations and geographical regions.2