This review synthesizes recent advances in multi-omics research spanning genomics, transcriptomics, proteomics, metabolomics, metabolomics, epigenomics, ionomics, and phenomics that have collectively decoded the regulatory architecture underlying abiotic stress perception, signaling, and tolerance in fruit crops to hig...