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multi-scale remote-sensing phenomics integrated with multi-omics

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This review systematically summarizes recent advances in integrating multi-scale remote-sensing phenomics with multi-omics approaches-genomics, transcriptomics, proteomics, and metabolomics-to elucidate stress response pathways and identify adaptive traits.

Evidence 1Source 1DOI PubMedprovenance

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Source 1primary paper2025MEDDOI PubMed

1 evidence snippet 3 linked claims Claim 1 Claim 2 Claim 3

Linked Claims

Claim 1capabilitysupports2025Source 1DOI PubMed

Integrating multi-scale remote-sensing phenomics with genomics, transcriptomics, proteomics, and metabolomics can elucidate drought-heat stress response pathways and identify adaptive traits.

Claim 2limitationsupports2025Source 1DOI PubMed

Current integration of remote-sensing phenomics with multi-omics faces challenges in data standardization and cross-platform integration.

Claim 3mechanismsupports2025Source 1DOI PubMed

Omics studies have revealed central regulatory networks involved in drought-heat stress responses, including the ABA-SnRK2 signaling cascade, HSF-HSP chaperone systems, and ROS-scavenging pathways.