Sentinel-2 Spectral Indices

ESA • 84 indices available

Spectral Band Visualization

Band Configuration Details
B1: 443 nm (Coastal aerosol)
B2: 490 nm (Blue)
B3: 560 nm (Green)
B4: 665 nm (Red)
B5: 705 nm (Vegetation Red Edge)
B6: 740 nm (Vegetation Red Edge)
B7: 783 nm (Vegetation Red Edge)
B8: 842 nm (NIR)
B8A: 865 nm (Vegetation Red Edge)
B9: 945 nm (Water vapour)
B10: 1375 nm (SWIR - Cirrus)
B11: 1610 nm (SWIR)
B12: 2190 nm (SWIR)

Showing 84 of 84 indices

NDVI

Normalized Difference Vegetation Index

Vegetation

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

AgricultureForestryEnvironmental Monitoring +1 more
Click to view formula & code

ARI

Anthocyanin Reflectance Index

Vegetation

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

anthocyanin content estimationplant stress detectionleaf senescence monitoring +3 more
Click to view formula & code

mARI

Modified Anthocyanin Reflectance Index

Vegetation

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

anthocyanin content estimationleaf density correctionplant stress detection +3 more
Click to view formula & code

BGI

Blue Green Pigment Index

Vegetation

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

plant pigment assessmentchlorophyll content estimationcarotenoid detection +2 more
Click to view formula & code

BI

Brightness Index

Soil

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

soil brightness assessmentsoil moisture detectionsalt content evaluation +4 more
Click to view formula & code

BI2

Second Brightness Index

Soil

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

soil brightness assessmentsoil organic carbon estimationsoil moisture detection +3 more
Click to view formula & code

BNDVI

Blue Normalized Difference Vegetation Index

Vegetation

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

Vegetation assessment in aquatic environmentsLAI estimationCrop yield prediction +2 more
Click to view formula & code

bNIRv

Blue Near-Infrared Reflectance of Vegetation

Vegetation

Formula

((N - B)/(N + B)) * N

Blue Near-Infrared Reflectance of Vegetation - A spectral index for vegetation applications.

Applications

vegetation
Click to view formula & code

BWDRVI

Blue Wide Dynamic Range Vegetation Index

Vegetation

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

High biomass vegetation monitoringLAI estimation in dense canopiesAgricultural yield prediction +2 more
Click to view formula & code

CIrededge

Chlorophyll Index Red Edge

Vegetation

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

Chlorophyll content estimationLAI assessmentCrop health monitoring +2 more
Click to view formula & code

CI

Coloration Index

Soil

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

soil color characterizationcarbonate and sulfate detectionsurface degradation monitoring +4 more
Click to view formula & code

CIrededge710

Chlorophyll Index RedEdge 710

Vegetation

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

agriculturehyperspectral remote sensing - red-edge positionvegetation analysis +3 more
Click to view formula & code

DVI

Simple Ratio NIR/RED Difference Vegetation Index

Vegetation

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

Vegetation AnalysisBiomass EstimationChlorophyll Measurement +2 more
Click to view formula & code

EVI

Enhanced Vegetation Index

Vegetation

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

AgricultureForest Health AssessmentPhenology Studies +1 more
Click to view formula & code

Fe3+

Ferric Iron Index

Geology

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

GeologyMiningHeavy Metal Detection +1 more
Click to view formula & code

GEMI

Global Environment Monitoring Index

Vegetation

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

Global Vegetation MonitoringEnvironmental MonitoringAgriculture +2 more
Click to view formula & code

GNDVI

Green Normalized Difference Vegetation Index

Vegetation

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

Vegetation AnalysisChlorophyll Content EstimationBiomass Assessment +2 more
Click to view formula & code

H

Hue Index

Urban

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

Color AnalysisMaterial ClassificationUrban Mapping +1 more
Click to view formula & code

I

Intensity Index

Urban

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

Brightness AnalysisColor Space ConversionUrban Mapping +1 more
Click to view formula & code

IPVI

Infrared Percentage Vegetation Index

Vegetation

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

Vegetation MonitoringAgricultural AssessmentForest Health Analysis +1 more
Click to view formula & code

MCARI

Modified Chlorophyll Absorption in Reflectance Index

Vegetation

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

Vegetation AnalysisChlorophyll AssessmentCrop Health Monitoring +2 more
Click to view formula & code

MCARI710

Modified Chlorophyll Absorption Ratio Index 710

Vegetation

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

vegetation analysisvegetation chlorophyll assessmentchlorophyll content estimation +2 more
Click to view formula & code

MCARI/OSAVI750

MCARI/OSAVI750

Vegetation

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

chlorophyll content estimationvegetation health assessmentred-edge analysis +3 more
Click to view formula & code

mND705

Modified Normalized Difference (705, 750 and 445 nm)

Vegetation

Formula

(RE2 - RE1)/(RE2 + RE1 - A)

Modified Normalized Difference (705, 750 and 445 nm) - A spectral index for vegetation applications.

Applications

vegetation
Click to view formula & code

mSR705

Modified Simple Ratio (705 and 445 nm)

Vegetation

Formula

(RE2 - A)/(RE2 + A)

Modified Simple Ratio (705 and 445 nm) - A spectral index for vegetation applications.

Applications

vegetation
Click to view formula & code

MSR705

Modified Simple Ratio 705,750

Vegetation

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

chlorophyll content estimationvegetation health monitoringred-edge analysis +2 more
Click to view formula & code

NDVI

Normalized Difference Vegetation Index (Classic)

Vegetation

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

Vegetation Health MonitoringAgricultural AssessmentForest Mapping +3 more
Click to view formula & code

NGRDI

Normalized Green Red Difference Index

Vegetation

Formula

(G - R) / (G + R)

Normalized Green Red Difference Index for vegetation applications

Applications

Vegetation
Click to view formula & code

NHFD

Non-Homogeneous Feature Difference

Urban

Formula

(RE1 - A) / (RE1 + A)

Non-Homogeneous Feature Difference for urban applications

Applications

Urban
Click to view formula & code

NIRv

Near-Infrared Reflectance of Vegetation

Vegetation

Formula

((N - R) / (N + R)) * N

Near-Infrared Reflectance of Vegetation for vegetation applications

Applications

Vegetation
Click to view formula & code

NIRvH2

Hyperspectral Near-Infrared Reflectance of Vegetation

Vegetation

Formula

N - R - k * (lambdaN - lambdaR)

Hyperspectral Near-Infrared Reflectance of Vegetation for vegetation applications

Applications

Vegetation
Click to view formula & code

NIRvP

Near-Infrared Reflectance of Vegetation and Incoming PAR

Vegetation

Formula

((N - R) / (N + R)) * N * PAR

Near-Infrared Reflectance of Vegetation and Incoming PAR for vegetation applications

Applications

Vegetation
Click to view formula & code

NLI

Nonlinear vegetation index

Vegetation

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

Dense vegetation monitoringLAI estimation with reduced saturationForest canopy analysis +2 more
Click to view formula & code

NormG

Normalized Green

Vegetation

Formula

G/(N + G + R)

Normalized Green for vegetation applications

Applications

Vegetation
Click to view formula & code

NormNIR

Normalized NIR

Vegetation

Formula

N/(N + G + R)

Normalized NIR for vegetation applications

Applications

Vegetation
Click to view formula & code

NormR

Normalized Red

Vegetation

Formula

R/(N + G + R)

Normalized Red for vegetation applications

Applications

Vegetation
Click to view formula & code

OCVI

Optimized Chlorophyll Vegetation Index

Vegetation

Formula

(N / G) * (R / G) ** cexp

Optimized Chlorophyll Vegetation Index for vegetation applications

Applications

Vegetation
Click to view formula & code

OSAVI2

Optimized Soil Adjusted Vegetation Index 2

Vegetation

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

vegetation monitoring with soil adjustmentred-edge vegetation analysisagricultural monitoring +2 more
Click to view formula & code

OSI

Oil Spill Index

Water

Formula

(G + R)/B

Oil Spill Index for water applications

Applications

Water
Click to view formula & code

PI

Plastic Index

Water

Formula

N/(N + R)

Plastic Index for water applications

Applications

Water
Click to view formula & code

PISI

Perpendicular Impervious Surface Index

Urban

Formula

0.8192 * B - 0.5735 * N + 0.0750

Perpendicular Impervious Surface Index for urban applications

Applications

Urban
Click to view formula & code

RCC

Red Chromatic Coordinate

Vegetation

Formula

R / (R + G + B)

Red Chromatic Coordinate for vegetation applications

Applications

Vegetation
Click to view formula & code

REDSI

Red-Edge Disease Stress Index

Vegetation

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

Vegetation
Click to view formula & code

REIP1

Red-Edge Inflection Point 1

Vegetation

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

Chlorophyll content estimationRed edge position detectionVegetation stress monitoring +2 more
Click to view formula & code

REIP2

Red-Edge Inflection Point 2

Vegetation

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

Chlorophyll content mappingRed edge position analysisVegetation health monitoring +2 more
Click to view formula & code

reNDVI

Red Edge NDVI

Vegetation

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

Chlorophyll content estimationVegetation stress detectionCrop health monitoring +2 more
Click to view formula & code

REP

Red-Edge Position Linear Interpolation

Vegetation

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

hyperspectral remote sensing - red-edge positionvegetation health monitoringchlorophyll content estimation +3 more
Click to view formula & code

RGBVI

Red Green Blue Vegetation Index

Vegetation

Formula

(G ** 2.0 - B * R)/(G ** 2.0 + B * R)

Red Green Blue Vegetation Index for vegetation applications

Applications

Vegetation
Click to view formula & code

RGRI

Red-Green Ratio Index

Vegetation

Formula

R/G

Red-Green Ratio Index for vegetation applications

Applications

Vegetation
Click to view formula & code

RI4XS

SPOT HRV XS-based Redness Index 4

Soil

Formula

(R**2.0)/(G**4.0)

SPOT HRV XS-based Redness Index 4 for soil applications

Applications

Soil
Click to view formula & code

RNDVI

Reversed Normalized Difference Vegetation Index

Water

Formula

(R - N)/(R + N)

Reversed Normalized Difference Vegetation Index for water applications

Applications

Water
Click to view formula & code

S2REP

Sentinel-2 Red-Edge Position

Vegetation

Formula

705.0 + 35.0 * ((((RE3 + R) / 2.0) - RE1) / (RE2 - RE1))

Sentinel-2 Red-Edge Position for vegetation applications

Applications

Vegetation
Click to view formula & code

SARVI

Soil Adjusted and Atmospherically Resistant Vegetation Index

Vegetation

Formula

(1 + L)*(N - (R - (R - B))) / (N + (R - (R - B)) + L)

Soil Adjusted and Atmospherically Resistant Vegetation Index for vegetation applications

Applications

Vegetation
Click to view formula & code

S

Saturation

Vegetation

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

Vegetation analysisEnvironmental degradation assessmentColor analysis
Click to view formula & code

SAVI

Soil Adjusted Vegetation Index

Vegetation

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

Arid and Semi-arid RegionsSparse Vegetation MonitoringSoil-Vegetation Studies
Click to view formula & code

SAVI2

Soil-Adjusted Vegetation Index 2

Vegetation

Formula

N / (R + (slb / sla))

Soil-Adjusted Vegetation Index 2 for vegetation applications

Applications

Vegetation
Click to view formula & code

SAVIT

Soil-Adjusted Vegetation Index Thermal

Fire

Formula

(1.0 + L) * (N - (R * T / 10000.0)) / (N + (R * T / 10000.0) + L)

Soil-Adjusted Vegetation Index Thermal for burn applications

Applications

Burn
Click to view formula & code

SeLI

Sentinel-2 LAI Green Index

Vegetation

Formula

(N2 - RE1) / (N2 + RE1)

Sentinel-2 LAI Green Index for vegetation applications

Applications

Vegetation
Click to view formula & code

SEVI

Shadow-Eliminated Vegetation Index

Vegetation

Formula

(N/R) + fdelta * (1.0/R)

Shadow-Eliminated Vegetation Index for vegetation applications

Applications

Vegetation
Click to view formula & code

SI

Shadow Index

Vegetation

Formula

((1.0 - B) * (1.0 - G) * (1.0 - R)) ** (1/3)

Shadow Index for vegetation applications

Applications

Vegetation
Click to view formula & code

SIPI

Structure Insensitive Pigment Index

Vegetation

Formula

(N - A) / (N - R)

Structure Insensitive Pigment Index for vegetation applications

Applications

Vegetation
Click to view formula & code

sNIRvLSWI

SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI

Vegetation

Formula

((N - S2)/(N + S2)) * N

SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI - A spectral index for vegetation applications.

Applications

vegetation
Click to view formula & code

SR

Simple Ratio

Vegetation

Formula

N/R

Simple Ratio for vegetation applications

Applications

Vegetation
Click to view formula & code

SR2

Simple Ratio (800 and 550 nm)

Vegetation

Formula

N/G

Simple Ratio (800 and 550 nm) for vegetation applications

Applications

Vegetation
Click to view formula & code

SR3

Simple Ratio (860, 550 and 708 nm)

Vegetation

Formula

N2/(G * RE1)

Simple Ratio (860, 550 and 708 nm) for vegetation applications

Applications

Vegetation
Click to view formula & code

SR555

Simple Ratio (555 and 750 nm)

Vegetation

Formula

RE2 / G

Simple Ratio (555 and 750 nm) for vegetation applications

Applications

Vegetation
Click to view formula & code

SR705

Simple Ratio (705 and 750 nm)

Vegetation

Formula

RE2 / RE1

Simple Ratio (705 and 750 nm) for vegetation applications

Applications

Vegetation
Click to view formula & code

TCARI

Transformed Chlorophyll Absorption Ratio

Vegetation

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

Chlorophyll content estimationCrop health monitoringPrecision agriculture +2 more
Click to view formula & code

TCARI/OSAVI705

TCARI/OSAVI 705,750

Vegetation

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

robust leaf chlorophyll estimationvegetation health monitoringprecision agriculture +3 more
Click to view formula & code

TCARIOSAVI

TCARI/OSAVI Ratio

Vegetation

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

Vegetation
Click to view formula & code

TCARIOSAVI705

TCARI/OSAVI Ratio (705 and 750 nm)

Vegetation

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

Vegetation
Click to view formula & code

TTVI

Transformed Triangular Vegetation Index

Vegetation

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

vegetation
Click to view formula & code

TVI

Triangular Vegetation Index

Vegetation

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

leaf area index estimationchlorophyll content assessmentvegetation biomass monitoring +3 more
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TVI

Triangular Vegetation Index

Vegetation

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

Chlorophyll content estimationGreen LAI predictionCrop canopy analysis +2 more
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TWI

Triangle Water Index

Water

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

water
Click to view formula & code

UI

Urban Index

Urban

Formula

(S2 - N)/(S2 + N)

Urban Index - A spectral index for urban applications.

Applications

urban
Click to view formula & code

VARI

Visible Atmospherically Resistant Index

Vegetation

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

vegetation health assessmentgreenness evaluationplant condition monitoring +4 more
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VgNIRBI

Visible Green-Based Built-Up Index

Urban

Formula

(G - N)/(G + N)

Visible Green-Based Built-Up Index - A spectral index for urban applications.

Applications

urban
Click to view formula & code

VI6T

VI6T Index

Burn

Formula

(N - T/10000.0)/(N + T/10000.0)

VI6T Index - A spectral index for burn applications.

Applications

burn
Click to view formula & code

VOG3

Vogelmann Red Edge Index 3

Vegetation

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

Chlorophyll content estimationVegetation stress detectionLeaf area index estimation +2 more
Click to view formula & code

WDRVI

Wide Dynamic Range Vegetation Index

Vegetation

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

High biomass vegetation monitoringLAI estimation in dense canopiesAgricultural crop assessment +2 more
Click to view formula & code

WDVI

Weighted Difference Vegetation Index

Vegetation

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

Vegetation monitoring with soil correctionLAI estimationCrop growth monitoring +2 more
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WI1

Water Index 1

Water

Formula

(G - S2) / (G + S2)

Water Index 1 - A spectral index for water applications.

Applications

water
Click to view formula & code

WI2

Water Index 2

Water

Formula

(B - S2) / (B + S2)

Water Index 2 - A spectral index for water applications.

Applications

water
Click to view formula & code