01 · Material
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International Journal of Molecular Sciences
Procurement and research note: evaluates hyperspectral imaging and deep transfer learning for non-destructive flavonoid screening in leaves; calibration population and external validation remain essential.
Original publication2024-09-04
Indexed2026-09-19
DOI 10.3390/ijms25179584
Read original ↗Processes
Benchmark all four routes on the same local leaf lot, including recovery, solvent, energy, and residues; the fastest route for one biflavonoid need not suit every target.
Original publication2024-05-12
Indexed2026-09-27
DOI 10.3390/pr12050982
Read original ↗Forests
Compare pruning intensity with leaf yield and flavonoids in a local trial before applying the reported cultivation practice.
Original publication2024-04-26
Indexed2026-09-26
DOI 10.3390/f15050761
Read original ↗Science of The Total Environment
Procurement and research note: compares environmental burdens of solvents and technologies for Ginkgo-leaf flavonoid extraction; life-cycle boundaries and inventories are site-specific, while yield, quality and safety still require separate qualification.
Original publication2024-02-28
Indexed2026-09-26
DOI 10.1016/j.scitotenv.2024.171319
Read original ↗Frontiers in Genetics
Use spatial and seasonal flavonoid variation to design sampling by site and leaf stage; validate any harvest window locally.
Original publication2020-11-27
Indexed2026-09-26
DOI 10.3389/fgene.2020.589326
Read original ↗