Search
tag

uav-phenotyping

1 article
Repeatability and Heritability of UAV-Derived Canopy Traits in a Cassava Breeding Population Using Time-Series Data from Two Consecutive Growing Seasons

bioRxiv · 2026-06-06

Scientists used camera-equipped drones to measure how cassava plants grow in Nigerian fields over two years, finding that canopy height and volume reliably reflect genetic differences between varieties — making drones a practical tool to speed up cassava breeding.

1

Canopy height and volume showed moderate-to-high heritability (H² = 0.58 and 0.64), meaning genetics strongly controls final plant size — making these traits useful for selecting superior varieties.

2

Repeatability was high for all UAV-derived traits (R = 0.68–0.69), confirming that drone measurements are reliable and consistent across seasons and plot replicates.

3

Relative growth rates had near-zero heritability, indicating they are driven mainly by environmental conditions rather than genetics — useful for studying stress response but not for variety selection.

mail Weekly plant science — one email, Saturdays.