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. 2023 May 8;14:1120968. doi: 10.3389/fpls.2023.1120968

Figure 2.

Figure 2

Schematic overview of the different scales at which non-invasive spectral and optical techniques of plant parts, plants, and entire fields can be used to detect biotic stresses in plants (Adapted from Singh et al., 2021).