Sentinel-2 Spectral Indices
ESA • 84 indices available
Spectral Band Visualization
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Showing 84 of 84 indices
NDVI
Normalized Difference Vegetation Index
Formula
(NIR - Red) / (NIR + Red)
Most commonly used vegetation index to assess plant health and density. Values range from -1 to 1, with higher values indicating healthier vegetation.
Applications
ARI
Anthocyanin Reflectance Index
Formula
(1 / 550nm) - (1 / 700nm)
The Anthocyanin Reflectance Index (ARI) was developed by Gitelson et al. to non-destructively estimate anthocyanin content in plant leaves. It isolates the anthocyanin absorption peak around 550nm by subtracting the 700nm band that reflects only chlorophyll. ARI is particularly useful for monitoring plant stress, senescence, and physiological status.
Applications
mARI
Modified Anthocyanin Reflectance Index
Formula
((1 / 550nm) - (1 / 700nm)) * NIR
The Modified Anthocyanin Reflectance Index (mARI or ARI2) is an enhanced version of ARI that corrects for leaf density and thickness by incorporating a near-infrared band. This modification improves the accuracy of anthocyanin estimation by accounting for leaf scattering properties.
Applications
BGI
Blue Green Pigment Index
Formula
450nm / 550nm
Blue Green Pigment Index (BGI) is a simple ratio index that compares reflectance in the blue (450nm) and green (550nm) regions of the spectrum. It is used to assess plant pigment content, particularly useful for detecting changes in chlorophyll and carotenoid concentrations that affect blue and green light absorption.
Applications
BI
Brightness Index
Formula
sqrt((RED^2 + GREEN^2) / 2)
The Brightness Index (BI) is a remote sensing index used to assess soil brightness, which is highly correlated with soil moisture, salt content, and organic matter. Developed by Mathieu and Escadafal, it provides valuable information about soil properties and fertility. As brightness increases, soil fertility typically decreases.
Applications
BI2
Second Brightness Index
Formula
sqrt((RED^2 + GREEN^2 + NIR^2) / 3)
The Second Brightness Index (BI2) is an enhanced version of the Brightness Index that includes the near-infrared band in addition to red and green bands. Developed by Escadafal and Huete, it provides improved assessment of soil properties, particularly soil organic carbon content and moisture levels.
Applications
BNDVI
Blue Normalized Difference Vegetation Index
Formula
(NIR - Blue) / (NIR + Blue)
A vegetation index that uses blue instead of red bands. BNDVI can be useful in situations where the red band is saturated or when assessing vegetation in water bodies where blue light penetrates better.
Applications
bNIRv
Blue Near-Infrared Reflectance of Vegetation
Formula
((N - B)/(N + B)) * N
Blue Near-Infrared Reflectance of Vegetation - A spectral index for vegetation applications.
Applications
BWDRVI
Blue Wide Dynamic Range Vegetation Index
Formula
(0.1 * NIR - Blue) / (0.1 * NIR + Blue)
A blue-based variant of WDRVI that uses blue instead of red bands. This index maintains sensitivity at high biomass levels while using the blue spectral region, which can be advantageous in certain applications.
Applications
CIrededge
Chlorophyll Index Red Edge
Formula
(NIR / RE1) - 1
A simple chlorophyll index using the ratio of NIR to red edge reflectance minus 1. This index is sensitive to chlorophyll content variations and is useful for LAI estimation.
Applications
CI
Coloration Index
Formula
(RED - GREEN) / (RED + GREEN)
The Coloration Index (CI) was developed by Pouget et al. (1990) to characterize soil color properties in arid and semi-arid regions. Low CI values correlate with high concentrations of carbonates or sulfates, while higher values correlate with crusted soils and sands. The index helps monitor surface degradation and infiltrability variations.
Applications
CIrededge710
Chlorophyll Index RedEdge 710
Formula
750nm / 710nm - 1
Chlorophyll Index RedEdge 710 is a spectral index designed to assess chlorophyll content in vegetation, focusing on the red-edge spectral region. It utilizes the red-edge position to provide sensitive measurements of vegetation chlorophyll status.
Applications
DVI
Simple Ratio NIR/RED Difference Vegetation Index
Formula
NIR / Red
Simple vegetation index calculating the ratio of near-infrared to red reflectance. One of the earliest vegetation indices, useful for biomass estimation and vegetation analysis.
Applications
EVI
Enhanced Vegetation Index
Formula
2.5 * ((NIR - Red) / (NIR + 6 * Red - 7.5 * Blue + 1))
Improved vegetation index that reduces atmospheric and soil background effects. More sensitive to vegetation changes than NDVI.
Applications
Fe3+
Ferric Iron Index
Formula
Red / Green
Geological index for detecting ferric iron (Fe3+) concentrations in rocks and soils. Useful for lithologic mapping and identifying iron-rich mineral formations.
Applications
GEMI
Global Environment Monitoring Index
Formula
n = (2*(NIR²-Red²) + 1.5*NIR + 0.5*Red)/(NIR+Red+0.5); GEMI = (n*(1-0.25*n) - Red - 0.125)/(1-Red)
Non-linear vegetation index designed for global vegetation monitoring from satellites. Less sensitive to soil background variations compared to NDVI and provides enhanced discrimination of vegetation states.
Applications
GNDVI
Green Normalized Difference Vegetation Index
Formula
(NIR - Green) / (NIR + Green)
Vegetation index that uses green wavelengths instead of red to assess vegetation characteristics. More sensitive to chlorophyll content and can be useful for detecting stress in dense vegetation canopies.
Applications
H
Hue Index
Formula
arctan((2 * Red - Green - Blue) / (30.5 * (Green - Blue)))
Color index representing the dominant wavelength in visible spectrum. Used for color analysis and classification of materials based on their spectral hue characteristics.
Applications
I
Intensity Index
Formula
(1/30.5) * (Red + Green + Blue)
Color brightness measure representing the total reflectance across visible bands. Used for overall brightness analysis and intensity-based classification.
Applications
IPVI
Infrared Percentage Vegetation Index
Formula
NIR / (NIR + Red) * 2 * (NDVI + 1)
Enhanced vegetation index that combines simple ratio and NDVI approaches. Provides improved sensitivity to vegetation changes and reduced soil background effects.
Applications
MCARI
Modified Chlorophyll Absorption in Reflectance Index
Formula
((700nm - 670nm) - 0.2 * (700nm - 550nm)) * (700nm / 670nm)
Vegetation index designed to estimate chlorophyll content with reduced sensitivity to non-photosynthetic vegetation and soil background effects.
Applications
MCARI710
Modified Chlorophyll Absorption Ratio Index 710
Formula
((750nm - 710nm) - 0.2 * (750nm - 550nm)) * (750nm / 710nm)
Modified Chlorophyll Absorption Ratio Index 710 is designed to measure chlorophyll content in vegetation. It provides a method to estimate chlorophyll content by comparing reflectance at different wavelengths, particularly in the red and near-infrared regions of the spectrum.
Applications
MCARI/OSAVI750
MCARI/OSAVI750
Formula
((750nm - 705nm) - 0.2 * (750nm - 550nm) * (750nm / 705nm)) / ((1 + 0.16) * (750nm - 705nm) / (750nm + 705nm + 0.16))
MCARI/OSAVI750 is a vegetation index that combines the Modified Chlorophyll Absorption Ratio Index with the Optimized Soil-Adjusted Vegetation Index using red-edge bands. It is specifically designed to estimate chlorophyll content using the 750nm band instead of traditional NIR bands.
Applications
mND705
Modified Normalized Difference (705, 750 and 445 nm)
Formula
(RE2 - RE1)/(RE2 + RE1 - A)
Modified Normalized Difference (705, 750 and 445 nm) - A spectral index for vegetation applications.
Applications
mSR705
Modified Simple Ratio (705 and 445 nm)
Formula
(RE2 - A)/(RE2 + A)
Modified Simple Ratio (705 and 445 nm) - A spectral index for vegetation applications.
Applications
MSR705
Modified Simple Ratio 705,750
Formula
(750nm - 705nm) / (750nm + 705nm)
Modified Simple Ratio 705,750 is a vegetation index that uses the red-edge spectral region to assess vegetation characteristics, particularly chlorophyll content. It calculates the normalized difference between reflectance at 750nm and 705nm wavelengths.
Applications
NDVI
Normalized Difference Vegetation Index (Classic)
Formula
(NIR - Red) / (NIR + Red)
The most widely used vegetation index for assessing vegetation health, density, and photosynthetic activity. Classic formulation using standard red and near-infrared bands.
Applications
NGRDI
Normalized Green Red Difference Index
Formula
(G - R) / (G + R)
Normalized Green Red Difference Index for vegetation applications
Applications
NHFD
Non-Homogeneous Feature Difference
Formula
(RE1 - A) / (RE1 + A)
Non-Homogeneous Feature Difference for urban applications
Applications
NIRv
Near-Infrared Reflectance of Vegetation
Formula
((N - R) / (N + R)) * N
Near-Infrared Reflectance of Vegetation for vegetation applications
Applications
NIRvH2
Hyperspectral Near-Infrared Reflectance of Vegetation
Formula
N - R - k * (lambdaN - lambdaR)
Hyperspectral Near-Infrared Reflectance of Vegetation for vegetation applications
Applications
NIRvP
Near-Infrared Reflectance of Vegetation and Incoming PAR
Formula
((N - R) / (N + R)) * N * PAR
Near-Infrared Reflectance of Vegetation and Incoming PAR for vegetation applications
Applications
NLI
Nonlinear vegetation index
Formula
(NIR² - Red) / (NIR² + Red)
A vegetation index that uses a nonlinear relationship between NIR and red bands to reduce the saturation effect at high biomass levels. The squared NIR term helps maintain sensitivity to vegetation changes in dense canopies.
Applications
NormG
Normalized Green
Formula
G/(N + G + R)
Normalized Green for vegetation applications
Applications
NormNIR
Normalized NIR
Formula
N/(N + G + R)
Normalized NIR for vegetation applications
Applications
NormR
Normalized Red
Formula
R/(N + G + R)
Normalized Red for vegetation applications
Applications
OCVI
Optimized Chlorophyll Vegetation Index
Formula
(N / G) * (R / G) ** cexp
Optimized Chlorophyll Vegetation Index for vegetation applications
Applications
OSAVI2
Optimized Soil Adjusted Vegetation Index 2
Formula
(1 + 0.16) * (750nm - 705nm) / (750nm + 705nm + 0.16)
OSAVI2 is a variant of the Optimized Soil Adjusted Vegetation Index that uses red-edge bands (750nm and 705nm) instead of traditional NIR and red bands. This modification improves sensitivity to vegetation changes while maintaining the soil brightness correction factor of 0.16, making it particularly effective for vegetation monitoring in areas with variable soil backgrounds.
Applications
OSI
Oil Spill Index
Formula
(G + R)/B
Oil Spill Index for water applications
Applications
PI
Plastic Index
Formula
N/(N + R)
Plastic Index for water applications
Applications
PISI
Perpendicular Impervious Surface Index
Formula
0.8192 * B - 0.5735 * N + 0.0750
Perpendicular Impervious Surface Index for urban applications
Applications
RCC
Red Chromatic Coordinate
Formula
R / (R + G + B)
Red Chromatic Coordinate for vegetation applications
Applications
REDSI
Red-Edge Disease Stress Index
Formula
((705.0 - 665.0) * (RE3 - R) - (783.0 - 665.0) * (RE1 - R)) / (2.0 * R)
Red-Edge Disease Stress Index for vegetation applications
Applications
REIP1
Red-Edge Inflection Point 1
Formula
700 + 40 * (((Red_670 + NIR_780) / 2 - RE1_700) / (RE2_740 - RE1_700))
An index that calculates the red edge inflection point, which is the wavelength of maximum slope in the red edge region. REIP is sensitive to chlorophyll content and vegetation stress.
Applications
REIP2
Red-Edge Inflection Point 2
Formula
702 + 40 * (((Red_667 + NIR_782) / 2 - RE1_702) / (RE2_742 - RE1_702))
A variant of the red edge inflection point calculation using slightly different wavelengths. This index provides an alternative measurement of the red edge position for chlorophyll assessment.
Applications
reNDVI
Red Edge NDVI
Formula
(RE2_750 - RE1_710) / (RE2_750 + RE1_710)
A normalized difference vegetation index using red edge bands instead of traditional red and NIR. This index is particularly sensitive to chlorophyll content and vegetation stress.
Applications
REP
Red-Edge Position Linear Interpolation
Formula
700 + 40 * ((670nm + 780nm)/2 - 700nm) / (740nm - 700nm)
Red-Edge Position Linear Interpolation (REP) is a spectral index that detects the red-edge position through linear interpolation. The red-edge position is a key indicator of vegetation health, chlorophyll content, and plant stress, representing the inflection point between red absorption and NIR reflectance.
Applications
RGBVI
Red Green Blue Vegetation Index
Formula
(G ** 2.0 - B * R)/(G ** 2.0 + B * R)
Red Green Blue Vegetation Index for vegetation applications
Applications
RGRI
Red-Green Ratio Index
Formula
R/G
Red-Green Ratio Index for vegetation applications
Applications
RI4XS
SPOT HRV XS-based Redness Index 4
Formula
(R**2.0)/(G**4.0)
SPOT HRV XS-based Redness Index 4 for soil applications
Applications
RNDVI
Reversed Normalized Difference Vegetation Index
Formula
(R - N)/(R + N)
Reversed Normalized Difference Vegetation Index for water applications
Applications
S2REP
Sentinel-2 Red-Edge Position
Formula
705.0 + 35.0 * ((((RE3 + R) / 2.0) - RE1) / (RE2 - RE1))
Sentinel-2 Red-Edge Position for vegetation applications
Applications
SARVI
Soil Adjusted and Atmospherically Resistant Vegetation Index
Formula
(1 + L)*(N - (R - (R - B))) / (N + (R - (R - B)) + L)
Soil Adjusted and Atmospherically Resistant Vegetation Index for vegetation applications
Applications
S
Saturation
Formula
(max(R,G,B) - min(R,G,B)) / max(R,G,B)
A spectral index that calculates the color saturation by comparing the maximum and minimum RGB values. Used for analyzing vegetation characteristics and spectral indices for degradation of natural environments.
Applications
SAVI
Soil Adjusted Vegetation Index
Formula
((NIR - Red) / (NIR + Red + L)) * (1 + L)
Vegetation index that minimizes soil brightness influences. The L factor is typically set to 0.5 for moderate vegetation cover.
Applications
SAVI2
Soil-Adjusted Vegetation Index 2
Formula
N / (R + (slb / sla))
Soil-Adjusted Vegetation Index 2 for vegetation applications
Applications
SAVIT
Soil-Adjusted Vegetation Index Thermal
Formula
(1.0 + L) * (N - (R * T / 10000.0)) / (N + (R * T / 10000.0) + L)
Soil-Adjusted Vegetation Index Thermal for burn applications
Applications
SeLI
Sentinel-2 LAI Green Index
Formula
(N2 - RE1) / (N2 + RE1)
Sentinel-2 LAI Green Index for vegetation applications
Applications
SEVI
Shadow-Eliminated Vegetation Index
Formula
(N/R) + fdelta * (1.0/R)
Shadow-Eliminated Vegetation Index for vegetation applications
Applications
SI
Shadow Index
Formula
((1.0 - B) * (1.0 - G) * (1.0 - R)) ** (1/3)
Shadow Index for vegetation applications
Applications
SIPI
Structure Insensitive Pigment Index
Formula
(N - A) / (N - R)
Structure Insensitive Pigment Index for vegetation applications
Applications
sNIRvLSWI
SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI
Formula
((N - S2)/(N + S2)) * N
SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI - A spectral index for vegetation applications.
Applications
SR
Simple Ratio
Formula
N/R
Simple Ratio for vegetation applications
Applications
SR2
Simple Ratio (800 and 550 nm)
Formula
N/G
Simple Ratio (800 and 550 nm) for vegetation applications
Applications
SR3
Simple Ratio (860, 550 and 708 nm)
Formula
N2/(G * RE1)
Simple Ratio (860, 550 and 708 nm) for vegetation applications
Applications
SR555
Simple Ratio (555 and 750 nm)
Formula
RE2 / G
Simple Ratio (555 and 750 nm) for vegetation applications
Applications
SR705
Simple Ratio (705 and 750 nm)
Formula
RE2 / RE1
Simple Ratio (705 and 750 nm) for vegetation applications
Applications
TCARI
Transformed Chlorophyll Absorption Ratio
Formula
3 * ((RE1 - Red) - 0.2 * (RE1 - Green) * (RE1/Red))
An index designed to estimate vegetation chlorophyll content while minimizing the effects of leaf area index. TCARI is particularly useful for precision agriculture and crop health monitoring.
Applications
TCARI/OSAVI705
TCARI/OSAVI 705,750
Formula
3 * (750nm - 705nm) - 0.2 * (750nm - 550nm) * (750nm / 705nm) / ((1 + 0.16) * (750nm - 705nm) / (750nm + 705nm + 0.16))
TCARI/OSAVI 705,750 is a modified version of the TCARI/OSAVI index that uses the red-edge bands at 705nm and 750nm instead of traditional red and NIR bands. This modification improves sensitivity to chlorophyll content estimation while reducing the influence of leaf area index and soil background.
Applications
TCARIOSAVI
TCARI/OSAVI Ratio
Formula
(3 * ((RE1 - R) - 0.2 * (RE1 - G) * (RE1 / R))) / (1.16 * (N - R) / (N + R + 0.16))
TCARI/OSAVI Ratio for vegetation applications
Applications
TCARIOSAVI705
TCARI/OSAVI Ratio (705 and 750 nm)
Formula
(3 * ((RE2 - RE1) - 0.2 * (RE2 - G) * (RE2 / RE1))) / (1.16 * (RE2 - RE1) / (RE2 + RE1 + 0.16))
TCARI/OSAVI Ratio (705 and 750 nm) for vegetation applications
Applications
TTVI
Transformed Triangular Vegetation Index
Formula
0.5 * ((865.0 - 740.0) * (RE3 - RE2) - (N2 - RE2) * (783.0 - 740))
Transformed Triangular Vegetation Index - A spectral index for vegetation applications.
Applications
TVI
Triangular Vegetation Index
Formula
0.5 * (120 * (750nm - 550nm) - 200 * (670nm - 550nm))
The Triangular Vegetation Index (TVI) was developed by Broge and Hansen (2000) based on the triangular area formed by green peak, near-infrared shoulder, and chlorophyll absorption minimum. TVI is sensitive to both chlorophyll content and LAI, capturing radiative energy absorbed by pigments and providing improved retrieval accuracy with reduced saturation effects.
Applications
TVI
Triangular Vegetation Index
Formula
0.5 * (120 * (RE1 - Green) - 200 * (Red - Green))
A vegetation index that uses the triangular area formed by green, red, and red-edge reflectance values. It is sensitive to leaf chlorophyll content and is particularly useful for estimating green LAI.
Applications
TWI
Triangle Water Index
Formula
(2.84 * (RE1 - RE2) / (G + S2)) + ((1.25 * (G - B) - (N - B)) / (N + 1.25 * G - 0.25 * B))
Triangle Water Index - A spectral index for water applications.
Applications
UI
Urban Index
Formula
(S2 - N)/(S2 + N)
Urban Index - A spectral index for urban applications.
Applications
VARI
Visible Atmospherically Resistant Index
Formula
(Green - Red) / (Green + Red - Blue)
The Visible Atmospherically Resistant Index (VARI) is designed to emphasize vegetation in the visible portion of the spectrum while mitigating illumination differences and atmospheric effects. It evaluates the 'greenness' in plants using only visible light bands, making it ideal for standard RGB cameras without requiring specialized multispectral sensors.
Applications
VgNIRBI
Visible Green-Based Built-Up Index
Formula
(G - N)/(G + N)
Visible Green-Based Built-Up Index - A spectral index for urban applications.
Applications
VI6T
VI6T Index
Formula
(N - T/10000.0)/(N + T/10000.0)
VI6T Index - A spectral index for burn applications.
Applications
VOG3
Vogelmann Red Edge Index 3
Formula
RE1_715 / RE1_705
A simple ratio vegetation index using red edge wavelengths to assess vegetation health and chlorophyll content. The ratio of 715nm to 705nm provides information about the red edge position and slope.
Applications
WDRVI
Wide Dynamic Range Vegetation Index
Formula
(0.1 * NIR - Red) / (0.1 * NIR + Red)
A vegetation index designed to improve sensitivity for moderate to high biomass conditions where traditional NDVI saturates. The weighting factor (0.1) enhances the dynamic range of the vegetation signal.
Applications
WDVI
Weighted Difference Vegetation Index
Formula
NIR - a * Red
A vegetation index that accounts for soil background by using a weighted difference between NIR and red bands. The weight parameter 'a' is the slope of the soil line, typically derived from bare soil measurements.
Applications
WI1
Water Index 1
Formula
(G - S2) / (G + S2)
Water Index 1 - A spectral index for water applications.
Applications
WI2
Water Index 2
Formula
(B - S2) / (B + S2)
Water Index 2 - A spectral index for water applications.
Applications