Claim · model-written summary
Yellow rust significantly decreased wheat normalized difference vegetation index.
- Taxon
- wheat
Triticum aestivume1 - Interactor
- ruste0pathogen
- Outcome
- normalized difference vegetation indexe0
- Direction
- decreasee0
Verbatim
e0“there was a significant decrease in crop photosynthesis, transpiration, stomatal conductance, leaf area index, membrane stability index, relative leaf water content, and normalized difference vegetation index due to rust”
e1“24 wheat cultivars”
Title
RN Singh; P. Krishnan; Vaibhav K. Singh; et al. Scientific Reports 2023. doi:10.1038/s41598-023-45682-3
Other claims from this paper (11)
- Association Canopy temperature increased as wheat rust increased.
- Observation Yellow rust significantly decreased wheat photosynthesis, transpiration, and stomatal conductance.
- Observation Yellow rust significantly decreased wheat leaf area index, membrane stability index, and relative leaf water content.
- Association Reductions in wheat physiological traits were directly correlated with rust severity.
- Observation Moderately resistant cultivars lost 15.9-16.9% yield relative to resistant cultivars.
- Observation Low resistant cultivars lost 28.6-34.4% yield relative to resistant cultivars.
- Observation Susceptible cultivars lost 59-61.1% yield relative to resistant cultivars.
- Method / resource Machine learning yield estimates became more accurate nearer harvest.
- Method / resource Cubist, PLS, and SpikeSlab predicted wheat yield effectively at 55-60 days after sowing.
- Method / resource KNN, Cubist, SLR, RF, SpikeSlab, XGB, GPR, and PLS were useful for wheat yield prediction at 70 days after sowing.
- Method / resource RF, SpikeSlab, KNN, Cubist, ELNET, GPR, SLR, XGB, and MARS predicted wheat yield well at 80 days after sowing.