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SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

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Page 1: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SKYE INSTRUMENTS LTDLlandrindod Wells, United Kingdom

Page 2: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

1. SpectroSense2+ Meter2. Spectral Reflectance3. Vegetation Indices4. SpectroSense2+ Configurations

SPECTROSENSE2+

Page 3: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

1. SpectroSense2+ Meter2. Spectral Reflectance3. Vegetation Indices4. SpectroSense2+ Configurations

SPECTROSENSE2+

Page 4: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE 2+.GPS• 8 channel meter• Display 8 readings at once• Ratio of incident / reflected• Store function• Automatic datalogging• VI & LAI calculations• GPS for field mapping

SPECTROSENSE2+

Page 5: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

VEGETATION INDICES (VIs)

• “Greenness” Index• Detects presence of vegetation• Measures ratios of spectral

bands• Estimate plant biomass / cover• Identify plant species• Detect plant health / disease

SPECTROSENSE2+

Page 6: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

VEGETATION INDICES (VIs)

Applications• Crops & Horticulture, • Precision Agriculture• Climate Change• Satellite Ground

Truthing• Carbon Balance

SPECTROSENSE2+

Page 7: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

VI Calculations• NDVI & PRI• MODIS EVI• EVI2 & MSAVI2• RVI & WBI• LAI• fPAR• Individual readings

SPECTROSENSE2+

Page 8: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

1. SpectroSense2+ Meter2. Spectral Reflectance3. Vegetation Indices4. SpectroSense2+ Configurations

SPECTROSENSE2+

Page 9: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTRAL REMOTE SENSING

Measuring Reflected Light

• Different surfaces reflect different wavelengths• Easy identification of land, ocean, forest, desert etc• Satellite maps• Ground truth maps

SPECTROSENSE2+

Page 10: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTRAL REMOTE SENSING

Measuring Reflected Light

• VIS, NIR and SWIR wavelengths• Each surface has a “fingerprint” spectrum• Low values - absorption• High values - reflectance

SPECTROSENSE2+

Page 11: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE2+

Page 12: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE2+

Page 13: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE2+

Page 14: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE2+

Page 15: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

VEGETATION INDICES (VIs)

• Calculated from reflected radiation

• “Greenness” Indices• Detects presence of vegetation• Estimate plant biomass / cover• Identify plant species• Detect plant health / disease

SPECTROSENSE2+

Page 16: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

1. SpectroSense2+ Meter2. Spectral Reflectance3. Vegetation Indices4. SpectroSense2+ Configurations

SPECTROSENSE2+

Page 17: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SIMPLE RATIO VEGETATION INDICES

Simple Ratio of two Wavelengths

RVI Relative Vegetation IndexUses Red and NIR

bands

WBI Water Band Index Uses 970nm and 990 nm bands

SPECTROSENSE2+

Page 18: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

Relative Vegetation Index

RVI = NIRRed

SPECTROSENSE2+

Page 19: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

RVI

Ranges from 0 to infinity

0 bare soil >0 vegetation

SPECTROSENSE2+

Page 20: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

Water Band Index

WBI = R900 or R900

R970 R1530

Surface wetness, water vapour flux

SPECTROSENSE2+

Page 21: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

WBI

For Green Vegetation

Range is 0.8 to 1.2

SPECTROSENSE2+

Page 22: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

NDVI

Normalised Differential Vegetation Index

• The most widely used “greenness” VI• Measure ratios of NIR to Red• Estimates amount of Biomass &

Ground Cover• Health Status of plants

SPECTROSENSE2+

Page 23: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

Normalised Differential Vegetation Index

NDVI = (RNIR - RRed)

(RNIR + RRed)

This has limitations in dense vegetation

SPECTROSENSE2+

Page 24: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

NDVI

Ranges from

-1 ice and snow0 bare soil +1 full vegetation cover

SPECTROSENSE2+

Page 25: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

Fraction of PARAbsorbed by the plant canopy

fPAR = 1.24 * NDVI -

0.168

Strongly linked to LAI Leaf Area Index

SPECTROSENSE2+

Page 26: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

fPAR

Ranges from

-1 ice and snow0 bare soil +1 full vegetation cover

SPECTROSENSE2+

Page 27: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

LAI Leaf Area Index

LAI = Total upper leaf surface Ground surface area

0 = bare soil 6 = dense forest

Can be estimated using NDVI

SPECTROSENSE2+

Page 28: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

From NDVI

LAI = a * e (b * NDVI)

where a = 0.0148, e = exponential, b = 6.192

LAI Leaf Area Index

SPECTROSENSE2+

Page 29: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

PRIPhotochemical Reflective Index

• Measure ratios of Green to Yellow• Rate of photosynthesis• Light Use Efficiency LUE• Health Status of plants• Productivity of plants

SPECTROSENSE2+

Page 30: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

PRI = Photochemical Reflective Index

PRI = (R570 - R531)(R570 + R531)

corresponds with Xanthophyll Cycle activity & LUE Light Use Efficiency

SPECTROSENSE2+

Page 31: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

PRIRanges from

-1 to +1

Healthy Vegetation

-0.2 to +0.2

SPECTROSENSE2+

Page 32: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MODIS EVIEnhanced Vegetation Index

• Uses MODIS bands 1, 2 and 3• Red, NIR and Blue• Better sensitivity for high

biomass• Responsive to canopy structure

SPECTROSENSE2+

Page 33: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MODIS EVI

EVI = (RNIR - RRed) * G

(RNIR+ C1*RRed - C2*RBlue + L )

where C1=6, C2=7.5, L=1, G=2.5

SPECTROSENSE2+

Page 34: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MODIS EVIRanges from

-1 to +1

Healthy Vegetation

0.2 to 0.8

SPECTROSENSE2+

Page 35: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

EVI2

2 band Enhanced Vegetation Index

• Uses just Red and NIR bands• Blue band not required• Good correlation with MODIS

EVI

SPECTROSENSE2+

Page 36: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

EVI2

EVI2 = 2.5 * (RNIR - RRed)

(RNIR + 2.4 * RRed + 1)

2 band Enhanced Vegetation Index

SPECTROSENSE2+

Page 37: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

EVI2Ranges from

-1 to +1

Healthy Vegetation

0.2 to 0.8

SPECTROSENSE2+

Page 38: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MSAVI2

Modified Soil Adjusted Vegetation Index

• Uses Red and NIR bands• Compensates for exposed soil areas• Best where vegetation cover is

<40%

SPECTROSENSE2+

Page 39: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MSAVI2

MSAVI2 = (2*RNIR+ 1) - [(2 * RNIR+ 1)2 - 8*(RNIR - RRed)]

2

Modified Soil Adjusted Vegetation Index

SPECTROSENSE2+

Page 40: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MSAVI2

Ranges from

-1 ice and snow0 bare soil +1 full vegetation cover

SPECTROSENSE2+

Page 41: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

LAI Leaf Area Index

LAI = Total upper leaf surface Ground surface area

0 = bare soil 6 = dense forest

Can be estimated using PAR Sensors

SPECTROSENSE2+

Page 42: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

Using a pair of PAR SensorsAn Incident PAR sensor above the canopy

A Line PAR sensor below the canopy

LAI = -2 * ln (PARLQ / PARI)

LAI Leaf Area Index

SPECTROSENSE2+

Page 43: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

1. SpectroSense2+ Meter2. Spectral Reflectance3. Vegetation Indices4. SpectroSense2+ Configurations

SPECTROSENSE2+

Page 44: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SPECTROSENSE 2+.GPS

• One SpectoSense2+ meter• Two identical sensors• GPS module for mapping• Hand held pole• Carry case

SPECTROSENSE2+

Page 45: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

TWO IDENTICAL SENSORS

• Cosine corrected for incident light measurements

• Narrow angle FOV sensor for reflected light measurements

• Simultaneous readings allow use in any light conditions

SPECTROSENSE2+

Page 46: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

TWO OR FOUR BAND SENSORS

• Specially designed geometry of narrow angle light acceptance

• Changing the height above the ground changes the area of measurement

• E.g. 1.8m height = 0.5m2 arear

h

25°

Sensor 1

Sensor 2

SPECTROSENSE2+

Page 47: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

HAND HELD NDVI SYSTEM

• SpectroSense2+ meter• Two 2 channel sensors• Red and NIR bands• NDVI & RVI• fPAR & LAI• EVI2 & MSAVI

SPECTROSENSE2+

Page 48: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

MODIS EVI SYSTEM

SPECTROSENSE2+

• SpectoSense2+ meter• Two 3 or 4 channel sensors• Blue, Red and NIR bands• NDVI & RVI• fPAR & LAI• MODIS EVI• EVI2 & MSAVI

Page 49: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

NDVI / PRI SYSTEM• SpectroSense2+ meter• Two 4 channel sensors• Red, NIR, 531 & 570nm bands• NDVI & RVI• fPAR & LAI• EVI2 & MSAVI • PRI

SPECTROSENSE2+

Page 50: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

LEAF AREA INDEX• Two PAR sensors• Incident PAR sensor above canopy• Line PAR sensor below canopy

SPECTROSENSE2+

Page 51: SKYE INSTRUMENTS LTD Llandrindod Wells, United Kingdom

SKYE INSTRUMENTS LTDLlandrindod Wells, United Kingdom