Cotton Yield Estimation Based on Vegetation Indices and Texture Features Derived From RGB Image.

ABSTRACT: Yield monitoring is an important parameter to evaluate cotton productivity during cotton harvest. Nondestructive and accurate yield monitoring is of great significance to cotton production. Unmanned aerial vehicle (UAV) remote sensing has fast and repetitive acquisition ability. The visible vegetation indices has the advantages of low cost, small amount of calculation and high resolution. The combination of the UAV and visible vegetation indices has been more and more applied to crop yield monitoring. However, there are some shortcomings in estimating cotton yield based on visible vegetation indices only as the similarity between cotton and mulch film makes it difficult to differentiate them and yields may be saturated based on vegetation index estimates near harvest. Texture feature is an

SUBMITTER: Ma Y 

PROVIDER: S-EPMC9240637 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature