Technical workflows for hyperspectral plant image assessment and processing on the greenhouse and laboratory scale.

ABSTRACT:

Background

The use of hyperspectral cameras is well established in the field of plant phenotyping, especially as a part of high-throughput routines in greenhouses. Nevertheless, the workflows used differ depending on the applied camera, the plants being imaged, the experience of the users, and the measurement set-up.

Results

This review describes a general workflow for the assessment and processing of hyperspectral plant data at greenhouse and laboratory scale. Aiming at a detailed description of possible error sources, a comprehensive literature review of possibilities to overcome these errors and influences is provided. The processing of hyperspectral data of plants starting from the hardware sensor calibration, the software processing steps to overcome sensor inaccuracies

SUBMITTER: Paulus S 

PROVIDER: S-EPMC7439585 | biostudies-literature | 2020 Aug

REPOSITORIES: biostudies-literature