First derivative preprocessing, IVSO selection and BPNN modeling yielded the best leaf water monitoring results.

Claim · model-written summary

First derivative preprocessing, IVSO selection and BPNN modeling yielded the best leaf water monitoring results.

Taxon

winter wheatTriticum aestivumt0

Treatment

first derivative (FD) preprocessing, Iterative Variable Subset Optimization (IVSO) feature selection, and Backpropagation Neural Network (BPNN) modelinge0

Outcome

monitoring resultse0

Comparator

beste0

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleSettingDirectionValueQualifier

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim

e0

“The combination of first derivative (FD) preprocessing, Iterative Variable Subset Optimization (IVSO) feature selection, and Backpropagation Neural Network (BPNN) modeling yielded the best monitoring results”

t0

“winter wheat leaf water content”

t1

“winter wheat leaf water content”