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Table 5 Examples of different general spectral vegetation indices and disease-specific vegetation indices used to detect and measure severity of various plant disease

From: From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy

Type

Name

Parameter / Disease

Calculationa

Reference

General spectral vegetation indices

Normalized Difference Vegetation Index (NDVI)

Chlorophyll

(R800-R670)/(R800 + R670)

Rouse et al. (1974) Tucker et al. (1991)

Plant Senescence Reflectance Index (PSRI)

Pigment content, Senescence

(R680-R500)/R750

Merzlyak et al. (1999)

Carotenoid Reflectance Index (CAR1)

Carotenoids

1/R510–1/R550

Gitelson et al. (2002)

Anthocyanin Reflectance Index (ARI)

Anthocyanins/Yellow rust (wheat)

1/R510–1/R700

Gitelson et al. (2001) Zheng et al. (2018)

Photochemical Reflectance Index (PRI)

Photosynthesis, Carotenoids/Yellow rust (wheat)

(R570-R531)/(R570 + 531)

Gamon et al. (1992) Zheng et al. (2018)

Normalized Difference Spectral Index (NDSI)

Leaf spot diseases (peanut)

(R800 − R670)/(R800 + R670)

Rouse et al. (1974) Chen et al. (2019)

Disease-specific vegetation indices

Cercospora Leaf Spot Index (CLSI)

Cercospora leaf spot (sugar beet)

(R698-R570/(R698 + R570)-R734

Mahlein et al. (2013)

Sugar Beet Rust Index (SBRI)

Sugar beet rust (sugar beet)

(R570 − R513)/(R570 + R513) + (1/2*R704)

Mahlein et al. (2013)

Powdery Mildew Index (PMI)

Powdery mildew (sugar beet)

(R520 − R584)/(R520 + R584) + R724

Mahlein et al. (2013)

Leaf Rust Disease Severity Index 1 (LRDSI_1)

Brown rust (wheat)

6.9*(R605/R455)-1.2

Ashourloo et al. (2014)

Leaf Rust Disease Severity Index 2 (LRDSI_2)

Brown rust (wheat)

4.2*(R695/R455)-3.8

Ashourloo et al. (2014)

Red Edge Disease Stress Index (REDSI)

Yellow rust (wheat)

(705–665)*(R783 − R665) − (783–665)*(R705 − R665)2 × R665

Zheng et al. (2018)

Lemon Myrtle-Myrtle Rust Index (LMMRI)

Myrtle rust (myrtle)

(R545/R555)5/3*R1505/R2195

Heim et al. (2019)

  1. aRi: indicates reflectance at waveband i