Application of plant indices (red band and near-infrared) in avocado plantations

Abstract

Avocado is a traditional fruit in the diet of Ecuadorians and requires proper crop handling to guarantee high production. Implementations of new technological alternatives, such as spectroscopy indexes that correlate with each other, will optimize avocado crop management. This research validated the use of red band and near infrared-based plant indices with leaf nitrogen content. The plant indices used were normalized differential vegetation index (NDVI) and transformed vegetation index (TVI). These indexes were developed from two orthomosaics, obtaining images that capture red and near-infrared bands. Regression and correlation analysis were performed between the vegetable indices and the foliar nitrogen content analysis, generating R 2 values of 0.93 for NDVI, and 0.95 for TVI. The values of the plant indexes can be used to estimate plant vigor based on the nitrogen content of the foliar area.

Plant phenotyping relevance

赤色・近赤外画像から算出した植生指数を葉内窒素量および樹勢推定に関連付け、手法の妥当性を検証しているため、植物フェノタイピング手法が中心です。

Code and data availability

The article reports avocado NDVI/TVI and foliar nitrogen measurements (Tables 1–2) and regression results, but no public phenotype dataset, drone imagery/orthomosaic deposit, author analysis code, or trained model is mentioned. All URLs in the text are license or cited-reference links (statistics surveys, FAO/thesis/re

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